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Federal Reserve Board, Economic Well-Being of U.S. Households in 2021 (SHED report, May 2022, 2022-05)

Summary

Board of Governors of the Federal Reserve System report, "Economic Well-Being of U.S. Households in 2021," dated May 2022. The executive summary describes responses to the 2021 Survey of Household Economics and Decisionmaking (SHED), which interviewed over 11,000 individuals in October and November 2021. It states that self-reported financial well-being increased to the highest rate since the survey began in 2013, and that the share of adults who would cover a $400 emergency expense completely using cash or its equivalent reached a new high. It also states that parents' assessments of their financial circumstances rebounded in 2021, and that the survey added questions on cryptocurrencies and "Buy Now, Pay Later" products.

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“Federal Reserve Board, Economic Well-Being of U.S. Households in 2021 (SHED report, May 2022, 2022-05).” Original at www.federalreserve.gov. Archived at Pandemic Darlings, https://pandemicdarlings.com/source-documents/federal-reserve-board-economic-well-being-of-u-s-households-in-2021-sh-51b9b0b7ef/, SHA-256 6de05499b0e1741e48139309db5b16d2a19ad23a402424f096738653e7b6fff8.

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R E S E A R C H & A N A LY S I S




          Economic Well-Being of
        U.S. Households in 2021

                                                        May 2022




             B O A R D O F G OV E R N O R S O F T H E
               F E D E R A L R E S E RV E S Y S T E M
                                 The Federal Reserve System is the central
                                 bank of the United States. It performs five key
                                 functions to promote the effective operation
                                 of the U.S. economy and, more generally, the
                                 public interest.


The Federal Reserve

■ conducts the nation’s monetary policy to promote maximum employment
  and stable prices in the U.S. economy;

■ promotes the stability of the financial system and seeks to minimize
  and contain systemic risks through active monitoring and engagement in
  the U.S. and abroad;

■ promotes the safety and soundness of individual financial institutions
  and monitors their impact on the financial system as a whole;

■ fosters payment and settlement system safety and efficiency through
  services to the banking industry and U.S. government that facilitate
  U.S.-dollar transactions and payments; and

■ promotes consumer protection and community development through
  consumer-focused supervision and examination, research and analysis of
  emerging consumer issues and trends, community economic development
  activities, and administration of consumer laws and regulations.

To learn more about us, visit www.federalreserve.gov/aboutthefed.htm.
R E S E A R C H & A N A LY S I S




          Economic Well-Being of
        U.S. Households in 2021

                                                        May 2022




             B O A R D O F G OV E R N O R S O F T H E
               F E D E R A L R E S E RV E S Y S T E M
                                                                                                                                      iii




Contents

Executive Summary ......................................................................................................... 1
   Overall Financial Well-Being ................................................................................................ 2
   Income ............................................................................................................................. 2
   Employment ...................................................................................................................... 3
   Dealing with Unexpected Expenses ..................................................................................... 3
   Banking and Credit ............................................................................................................ 3
   Housing ............................................................................................................................ 4
   Education .......................................................................................................................... 4
   Student Loans ................................................................................................................... 5
   Retirement and Investments ............................................................................................... 5

Overall Financial Well-Being .......................................................................................... 7
   Current Financial Situation ................................................................................................. 7
   Changes in Financial Situation over Time ........................................................................... 12
   Local and National Economic Conditions ............................................................................ 14
   Overall Life Satisfaction .................................................................................................... 15

Income ............................................................................................................................. 17
   Level and Source ............................................................................................................. 17
   Child Tax Credit ................................................................................................................ 19
   Income Variability ............................................................................................................. 20

Employment .................................................................................................................... 23
   Reasons for Not Working .................................................................................................. 23
   Working from Home .......................................................................................................... 25
   Job Changes .................................................................................................................... 28
   COVID-19 Precautions at Work .......................................................................................... 29
   Part-Time Jobs, Temporary Jobs, and Irregular Schedules .................................................... 31
   The Gig Economy ............................................................................................................. 31

Dealing with Unexpected Expenses ........................................................................... 35
   Small, Unexpected Expenses ............................................................................................ 35
   Health-Care Expenses ...................................................................................................... 38
   Hardships from Natural Disasters ..................................................................................... 39

Banking and Credit ........................................................................................................ 43
   Unbanked and Underbanked ............................................................................................. 43
   Overdraft ......................................................................................................................... 46
   Credit Outcomes and Perceptions ..................................................................................... 47
   Credit Cards .................................................................................................................... 48
   Buy Now, Pay Later ........................................................................................................... 49
iv   Economic Well-Being of U.S. Households in 2021




     Housing ............................................................................................................................ 53
        Living Arrangements ......................................................................................................... 53
        Moving ............................................................................................................................ 54
        Homeownership and Mortgages ........................................................................................ 55
        Renting and Evictions ....................................................................................................... 56

     Education ........................................................................................................................ 61
        Modes of Learning in Primary and Secondary School .......................................................... 61
        Perceptions of Children’s Performance in School ................................................................ 64
        Modes of Learning in Higher Education .............................................................................. 65
        Overall Value of Higher Education ...................................................................................... 66
        Look Back on Education Decisions .................................................................................... 68

     Student Loans ................................................................................................................ 71
        Incidence and Types of Education Debt .............................................................................. 71
        Student Loan Payment Status ........................................................................................... 73
        Relation to Financial Well-Being ......................................................................................... 75
        Relation to Self-Assessed Value of Higher Education .......................................................... 75

     Retirement and Investments ....................................................................................... 77
        Current Retirees .............................................................................................................. 77
        Retirement Savings among Non-Retirees ........................................................................... 79
        Financial Literacy and Experience with Investments ............................................................ 82

     Description of the Survey ............................................................................................. 85
        Survey Participation ......................................................................................................... 85
        Targeted Outreach and Incentives ...................................................................................... 85
        Survey Questionnaire ....................................................................................................... 86
        Survey Mode ................................................................................................................... 86
        Sampling and Weighting ................................................................................................... 87
        Item Non-response and Imputation .................................................................................... 88

     Acknowledgments ......................................................................................................... 91

     Corrections ..................................................................................................................... 93
                                                                                                                          1




Executive Summary

This report describes the responses to the 2021 Survey of Household Economics and Decision-
making (SHED). The Federal Reserve Board has fielded this survey each fall since 2013 to under-
stand the wide range of financial challenges and opportunities facing families in the United
States.1 The findings in this report primarily reflect financial circumstances in late October and
early November of 2021, before the increase in coronavirus (COVID-19) cases from the Omicron
variant.


Despite persistent concerns that people expressed about the national economy, the survey high-
lights the positive effects of the recovery on the individual financial circumstances of U.S. fami-
lies. In 2021, perceptions about the national economy declined slightly. Yet self-reported financial
well-being increased to the highest rate since the survey began in 2013. The share of prime-age
adults not working because they could not find work had returned to pre-pandemic levels. More
adults were able to pay all their monthly bills in full than in either 2019 or 2020. Additionally, the
share of adults who would cover a $400 emergency expense completely using cash or its equiva-
lent increased, reaching a new high since the survey began in 2013.


Parents with children at home, who had been disproportionally affected by the pandemic in 2020,
exhibited notable improvements in their financial well-being in 2021. After declining in 2020, par-
ents’ assessments of their financial circumstances rebounded in 2021. This improvement is con-
sistent both with reduced childcare burdens as schools returned to in-person classes, as well as
additional financial resources provided to parents such as the enhanced child tax credit (CTC).
Most parents also said that their child was doing better academically, socially, and emotionally in
2021 than they were a year earlier.


The report also highlights several new topics added to the survey in 2021, such as disruptions
from natural disasters, rental debt, and employer vaccine mandates. These new questions provide
additional context on the experiences of U.S. adults in handling unexpected expenses, paying for
housing, and navigating ongoing changes in the labor market.


To better understand consumer experiences with emerging products, cryptocurrencies and “Buy
Now, Pay Later” (BNPL) products were included on the survey for the first time. While most adults
did not use cryptocurrencies in the prior year, cryptocurrency use as an investment was far more


1
    The latest survey interviewed over 11,000 individuals in October and November 2021. The anonymized data, as well as
    appendixes containing the complete SHED questionnaire and responses to all questions in the order asked, are also
    available at https://www.federalreserve.gov/consumerscommunities/shed.htm.
2   Economic Well-Being of U.S. Households in 2021




    common than use for transactions or purchases. However, while transactional use of cryptocurren-
    cies was low, those using cryptocurrencies for purchases rather than as investments frequently
    lacked traditional bank and credit card accounts.


    The report also provides insights into long-standing issues related to individuals’ personal finan-
    cial circumstances, including returns to education, housing situations, and retirement savings. In
    many cases, the report finds that disparities by education, race and ethnicity, and income per-
    sisted in 2021.


    Key findings from the survey include the following:


    Overall Financial Well-Being
    In the fourth quarter of 2021, the share of adults who were doing at least okay financially increased
    relative to 2020. With these improvements, overall financial well-being reached its highest level since
    the survey began in 2013.
    • Seventy-eight percent of adults were either doing okay or living comfortably financially, the
      highest share with this level of financial well-being since the survey began in 2013.
    • Parents experienced particularly large gains in financial well-being over the prior year. In 2021,
      three-fourths of parents said they were doing at least okay financially, up 8 percentage points
      from 2020.
    • Forty-eight percent of adults rated their local economy as “good” or “excellent” in 2021. This
      share was up from 43 percent in 2020 but well below the 63 percent of adults who rated their
      local economy as “good” or “excellent” in 2019, before the pandemic.


    Income
    The majority of parents received additional income in 2021 through the monthly CTC. Most higher-
    income parents primarily saved this money, while most lower-income parents primarily spent it on
    housing, items for their children, or food.
    • Three in 10 CTC recipients with income less than $50,000 used the largest portion of their
      credit on housing expenses, just over 2 in 10 spent the largest portion on their child, and
      15 percent spent the largest portion on food.
    • Fifteen percent of adults with income less than $50,000 struggled to pay their bills because
      of varying monthly income. This challenge was even more acute among people who were par-
      ents in this income range, of whom 27 percent struggled to pay their bills because of income
      variability.
                                                                                    Executive Summary   3




Employment
Many people switched jobs in 2021, and those who did generally said that their new job was better
than their old one. Most employees also said that their employer was taking about the right amount
of COVID-19 precautions, although some people not working indicated that concerns about the virus
contributed to the choice not to work.
• Fifteen percent of workers said they were in a different job than 12 months earlier. Just over 6
  in 10 people who changed jobs said their new job was better overall, compared with 1 in 10
  who said that it was worse.
• Seventy-seven percent of employees said their employers were taking the right amount of pre-
  cautions against COVID-19. Those who did not were almost evenly split between thinking their
  employers were taking too many and too few precautions.
• Seven percent of all prime-age adults said that they were not working and that concerns about
  getting COVID-19 contributed at least in part to their decision not to work.
• Among those working from home, the share of employees who would look for another job if their
  employer required they work in person was similar to the share who would look after a
  pay freeze.


Dealing with Unexpected Expenses
The overall share of adults who would cover a small emergency expense using cash or its equivalent
increased to the highest level since 2013, when the survey began. Financial preparedness is an
important buffer for those who encounter unexpected events, such as medical expenses or disrup-
tions from natural disasters.
• Sixty-eight percent of adults said they would cover a $400 emergency expense exclusively using
  cash or its equivalent, up from 50 percent who would pay this way when the survey began in
  2013.
• Twenty percent of adults had major, unexpected medical expenses in the prior 12 months, with
  the median amount between $1,000 and $1,999.
• Sixteen percent of adults experienced a financial disruption or hardship from a natural disaster
  or severe weather event in the prior year.


Banking and Credit
Most adults had a bank account and were able to obtain credit from mainstream sources in 2021,
but notable gaps in access to basic financial services still exist among Black and Hispanic adults
and those with low income.
4   Economic Well-Being of U.S. Households in 2021




    • Six percent of adults did not have a bank account. Black (13 percent) and Hispanic (11 percent)
      adults were more likely not to have a bank account than adults overall.
    • Eleven percent of adults with a bank account paid an overdraft fee in the previous 12 months,
      with higher shares of low-income adults having overdrafted over this period.
    • Three percent of adults used cryptocurrency for purchases or money transfers. Among these
      transactional users of cryptocurrencies, 13 percent did not have a bank account.


    Housing
    Low mortgage rates resulted in a continuation of the wave of refinancing in 2021, although high-
    income borrowers were primarily the beneficiaries of this opportunity to reduce monthly housing
    costs. The share of renters who had been behind on their rent in the prior 12 months was higher
    than before the pandemic, and many still owed back rent at the time of the survey.
    • Nearly one-fourth of all homeowners with a mortgage refinanced their mortgage in 2021. This
      includes nearly 3 in 10 mortgage holders with an income of at least $100,000, but a lower
      16 percent of those with income under $50,000.
    • Seventeen percent of renters were behind on their rent at some point in 2021, including 8 per-
      cent who were behind at the time of the survey in late 2021. Among those still behind in late
      2021, the total outstanding back rent was between $9.3 billion and $10.9 billion.


    Education
    At the time of the survey, most parents of primary or secondary school students reported that their
    children were attending classes completely in person. Most parents also said that their child was
    doing better academically compared with a year earlier. In contrast to the experience of K–12 stu-
    dents, online education remained prevalent at higher education institutions in the fall of 2021.
    • Ninety-three percent of parents with a child in public or private school said their youngest child
      who was enrolled in K–12 education was attending classes completely in person, compared
      with 27 percent attending completely in person in 2020.
    • Fifty-six percent of parents with a child in public or private school said that their child’s aca-
      demic performance improved in 2021, compared with 7 percent who said it declined.
    • Seventy-six percent of higher education students in 2021 said they prefer online or
      hybrid education, given the situation with the pandemic.
                                                                                    Executive Summary    5




Student Loans
The share of student loan borrowers who were behind on their payments in the fall of 2021 declined
relative to before the pandemic. These borrowers also saw increases in their financial well-being
compared with prior years.
• Twelve percent of borrowers were behind on their payments in 2021, a significant decline from
  the 17 percent who were behind in the fall of 2019.
• Seventy-three percent of those who went to college and have student loans for their own educa-
  tion were doing at least okay financially in 2021, up from 65 percent before the pandemic.


Retirement and Investments
Among non-retirees, a higher share reported they felt like their retirement savings were on track than
in either 2020 or 2019. However, a sizeable share of recent retirees said COVID-related factors
affected the timing of their retirement decision.
• Forty percent of non-retirees thought their retirement saving was on track, up from 36 percent in
  2020 and 37 percent in 2019.
• Twenty-five percent of adults who retired in the prior 12 months, and 15 percent of those who
  retired one to two years ago, said factors related to COVID-19 contributed to when they retired.
                                                                                                                          7




Overall Financial Well-Being

The share of adults doing at least okay financially rose to the highest level since the survey began
in 2013.2 Although financial challenges and risks to the recovery remain, this generally positive
assessment of financial well-being was consistent with improved economic conditions and addi-
tional COVID-19 relief measures in 2021.


The increase in financial well-being occurred broadly across the population and was especially
large among parents. Even so, existing gaps by education and by race and ethnicity persisted.


Current Financial Situation
At the end of 2021, 78 percent of adults were
doing at least okay financially, meaning they                   Figure 1. At least doing okay financially (by
                                                                year)
reported either “doing okay” financially
(39 percent) or “living comfortably” (39 per-
                                                                   Percent                                      78
cent). The rest reported either “just getting                                               74   75   75   75
                                                                                  69   70
by” (16 percent) or “finding it difficult to get
                                                                             65
                                                                     62
by” (6 percent). The 78 percent of adults
doing at least okay financially in 2021 was up
3 percentage points from 2020 and was well
above the 62 percent doing at least this well
in 2013 (figure 1).


As further evidence of greater financial well-
being in 2021, the share of adults who said
they were living comfortably rose by 4 per-
centage points. This increase in financial well-                   2013 2014 2015 2016 2017 2018 2019 2020 2021
being aligns with improved economic condi-
                                                                Note: Among all adults.
tions and the additional COVID-19 relief
measures enacted in 2021.3




2
  The survey was fielded in October and November 2021 and results reflect financial situations at that time. References
  to “in 2021” refer to the 12-month period before the survey rather than the precise calendar year.
3
  The American Rescue Plan Act of 2021 became law in March 2021 and provided additional relief to most households to
  address the continued impact of the COVID-19 pandemic; see https://www.congress.gov/bill/117th-congress/house-
  bill/1319 and https://www.whitehouse.gov/wp-content/uploads/2021/03/American-Rescue-Plan-Fact-Sheet.pdf.
8   Economic Well-Being of U.S. Households in 2021




    Adults with at least a bachelor’s degree continued to be much more likely to be doing at least okay
    financially (91 percent) than those with less than a high school degree (49 percent). The 42 per-
    centage point gap in well-being was little changed from the 44 percentage point gap in 2020
    (figure 2). Moreover, looking over the past five years shows a steady and sizeable increase in
    financial well-being among those with at least a bachelor’s degree (an increase of 9 percentage
    points in the share doing at least okay from 2016 to 2021), while adults with less than a high
    school degree have not experienced lasting gains in financial well-being.


     Figure 2. At least doing okay financially (by year and education)


       Percent
                                                                                                                          91
                                                                                              88      89
                                                                            87
                                                                   85
                                                  82
                                        80
            77           77
                                                                                              73                          74
                                                                            72                        72
                                                  68               69
                                        66
                                                                   69       69                                            70
            62           62                                                                           67
                                                                                              66
                                        64        64
                                                                   56
                         60                                                                   54
            55                                                              49                                            49
            47                          48
                                                  46                                                  45
                         42

          2013         2014            2015      2016            2017      2018           2019       2020                2021
                   Bachelor’s degree          Some college/technical          High school             Less than a high
                   or more                    or associate degree             degree or GED           school degree


     Note: Among all adults. Results for 2017 to 2019 differ slightly from previous reports because of adjustments in educa-
     tion coding for consistency.




    Parents were one group that experienced particularly large gains in financial well-being over the
    prior year. In 2021, three-fourths of parents said they were doing at least okay financially, up 8 per-
    centage points from 2020 (figure 3).


    Low-income parents saw even more substantial increases in their financial well-being in 2021.
    Among parents with income under $25,000, the share doing at least okay financially rose by
    13 percentage points, from 40 percent in 2020 to 53 percent in 2021. The share of parents with
    income between $25,000 and $49,999 who were doing at least okay financially increased by
    7 percentage points, while those with higher income exhibited more modest improvements.


    A potential explanation for the large rise in financial well-being among parents is the expansion of
    the CTC. The American Rescue Plan temporarily increased the CTC from $2,000 per child to
    $3,000 per child ($3,600 for a child under age 6), increased eligibility among low-income families,
                                                                                                   Overall Financial Well-Being   9




    Figure 3. At least doing okay financially (by year and parental status)


                                                                                                                       79
      Percent
                                                                                                      78
                                                                               77
                                                             76
                                          75                                                                           75


                                                             72
                               71         71                                   71
                70

                               68
                                                                                                      67

                65




            2015              2016       2017               2018             2019                   2020              2021

                                         All other adults           Parents (living with own children under age 18)


    Note: Among all adults.




and paid the credit monthly (the “Income” section of this report discusses how parents used this
credit).4 Many families also saw a return to in-person schooling in the fall of 2021, which may
have eased childcare responsibilities and allowed some parents to return to work or work
more hours.


The increase in financial well-being among parents in 2021 contrasts with the decline they experi-
enced from 2019 to 2020 (figure 3).5 Parents were hit especially hard by the pandemic in 2020,
having experienced higher rates of job loss and having faced disruptions to childcare and in-person
K–12 schooling that affected their availability to work. (See the report Economic Well-Being of U.S
Households in 2020 for additional information).6




4
  More details on the enhanced CTC are available from U.S. Department of the Treasury, “Child Tax Credit,” https://
  home.treasury.gov/policy-issues/coronavirus/assistance-for-american-families-and-workers/child-tax-credit.
5
  Results in earlier years were updated for consistency with 2021 methods for classifying education status so may differ
  slightly from earlier reports.
6
  See Economic Well-Being of U.S. Households in 2020, https://www.federalreserve.gov/publications/files/2020-report-
  economic-well-being-us-households-202105.pdf.
10   Economic Well-Being of U.S. Households in 2021




     Differences in financial well-being across racial and ethnic groups persisted in 2021. Eighty-
     eight percent of Asian adults were doing at least okay financially, followed by 81 percent of White
     adults, 71 percent of Hispanic adults, and 68 percent of Black adults (figure 4).7


         Figure 4. At least doing okay financially (by year and race/ethnicity)


                                                                                                                               88
          Percent
                                                                                                    85
                                                                                                               84
                                                                                   81
                            79                          79
                                                                      78
                                                                                                                               81
                                                                                                               80
               75                         75                                                        79
                                                                                   78
                                                                      77
                                                                                                                               71
                                                        72
                                          71                                       67
                                                                      66                            66
                            68                          64                                                     64              68
                                          63
                                                                                   66
               65                                                     65                            65
                                                        64                                                     64
                                          61
               56
                            55

                            55
               53
              2013         2014         2015          2016           2017         2018          2019         2020          2021

                           Asian                             White                       Hispanic                      Black


         Note: Among all adults.




     All racial and ethnic groups measured in the survey saw an increase in financial well-being over the
     prior year, with Hispanic adults seeing a particularly sharp increase. In 2021, the 71 percent of
     Hispanic adults who said they were doing at least okay was up 7 percentage points from 2020.


     The increase in well-being for Hispanic adults was largely concentrated among parents, similar to
     the pattern for adults overall. The share of Hispanic parents doing at least okay increased 14 per-
     centage points (to 70 percent) in 2021. However, Hispanic adults not living with their own children
     under age 18 saw a relatively slight increase (figure 5).




     7
          The reported categorizations reflect the largest statistical groupings but are neither exhaustive nor the only distinctions
          important to understand. Sample sizes for other racial and ethnic groups and subpopulations are not large enough to
          produce reliable estimates. Asian adults were separately identified for the first time in the survey in the Economic Well-
          Being of U.S. Households in 2020, and in 2021 the Federal Reserve Board identified Asian adults in earlier years of the
          survey. However, results for Asian adults are sometimes excluded when the sample size is insufficient to provide a reli-
          able estimate.
                                                                                                 Overall Financial Well-Being   11




    Figure 5. At least doing okay financially (by year, race/ethnicity, and parental status)


    Parents                                        89
                                                                       All other adults
                       87                                                                                           88
     Percent                                                           Percent
                                      83                                                   84              84
                                                                             82
          79
                                                                                                           82       82
                                                                                           80
                                                   79                        79
          76           76                                                                                           71
                                                   70                                      69
                                      73                                                                   68
          66                                                                 67
                                                                                                                    70
                                                                                           67              68
                       62                                                    66
          63
                       62
                                      56           61


                                      53
        2018          2019          2020         2021                      2018           2019         2020        2021
                                  Asian                 White               Hispanic               Black


    Note: Among all adults. Parents are adults living with their own children under age 18.




Other dimensions across which financial well-being differed include income, geography, LGBTQ+
status, and disability status (table 1). Fifty-five percent of adults with family income less than
$25,000 were doing at least okay financially, compared with 96 percent of adults with family
income greater than $100,000. People living in low- or moderate-income communities also had
lower levels of financial well-being than those living in middle- or upper-income communities.8 Addi-
tionally, those living in metro areas were faring better than those in non-metro communities.9


Other surveys have shown that adults identifying as LGBTQ+ were more likely to face economic
insecurity, suggesting LGBTQ+ status may be associated with financial well-being.10 Consistent
with this evidence, the 2021 SHED found that 67 percent of adults identifying as LGBTQ+ were
doing at least okay financially, compared with 78 percent of the overall population.11 Moreover, an
even lower 62 percent of adults who were transgender or nonbinary, or who reported their sexual




8
   Neighborhood income is defined using the Community Reinvestment Act definition. Under this definition, low- and
   moderate-income refers to communities that have a median family income of less than 50 percent of the area median
   income. For details on the definition, see https://www.federalreserve.gov/consumerscommunities/cra_resources.htm.
 9
   Non-metro areas are defined throughout this report as being outside of a Metropolitan Statistical Area (MSA), and metro
   areas are those inside of an MSA, as defined by the Office of Management and Budget. This definition differs from the
   Census Bureau’s definition of urbanized areas. For details, see U.S. Census Bureau, “2010 Urban Area FAQs,” https://
   www.census.gov/programs-surveys/geography/about/faq/2010-urban-area-faq.html.
10
   For example, see U.S. Census Bureau, “Household Pulse Survey Shows LGBT Adults More Likely to Report Living in
   Households with Food and Economic Insecurity than Non-LGBT Respondents,” https://www.census.gov/library/stories/
   2021/08/lgbt-community-harder-hit-by-economic-impact-of-pandemic.html.
11
   Survey respondents could report their sexual orientation and gender identity on a demographic profile survey previously
   conducted by the survey vendor. Respondents are classified as LGBTQ+ based on responses to these questions.
12   Economic Well-Being of U.S. Households in 2021




                                                                         orientation as something other than straight,
      Table 1. At least doing okay financially (by
      demographic characteristics)                                       gay, lesbian, or bisexual, were doing at least
      Percent                                                            okay financially.12
                                                    1-year     5-year
                    Characteristic       2021
                                                    change     change
                                                                         Finally, 60 percent of adults with a disability
       Family income
                                                                         were doing at least okay financially, markedly
       Less than $25,000                   55           3          8
       $25,000–$49,999                     67           2          5     lower than the overall population.13 Prior to
       $50,000–$99,999                     85           1          5     2021, the SHED did not include disability
       $100,000 or more                    96           1          4     status, so we cannot observe how financial
       Disability status                                                 well-being has evolved for adults with a dis-
       Disability                          60         n/a        n/a
                                                                         ability through the pandemic. However, as dis-
       No disability                       81         n/a        n/a
                                                                         cussed in the “Employment” section of this
       LGBTQ+ status
                                                                         report, other surveys find evidence of an
       Identifies as LGBTQ+                67          -1        n/a
       Does not identify as LGBTQ+         79           2        n/a     increase in employment among adults with a
       Marital status                                                    disability in recent years.
       Married                             86           4          9
       Not married                         67           0          6
       Place of residence
                                                                         Changes in Financial Situation
       Metro area                          79           3          9
                                                                         over Time
       Non-metro area                      72           3          4
                                                                         The survey also tracks overall financial well-
       Neighborhood income
                                                                         being by asking respondents whether they are
       Low or moderate income              66           4          6
       Middle or upper income              82           2          9     better or worse off financially than they were
       Overall                             78           3          8     12 months earlier. Measuring well-being in
       Note: Among all adults. Low- or moderate-income neighbor-         this way helps track changes in perceived well-
       hoods are defined here using the definition from the Community    being over time, as some individuals may feel
       Reinvestment Act. LGBTQ+ status was first identifiable in the
       2019 survey and disability status was first identifiable in the   worse off financially than they were a year ear-
       2021 survey. Here and in subsequent tables and figures, per-
       centages may not sum to 100 because of rounding.                  lier, for instance, even if they feel they are still
       n/a Not applicable.
                                                                         doing okay overall (or that their financial well-
                                                                         being is improving even if they are still strug-
                                                                         gling overall).


     The share of adults who said they were worse off financially than a year earlier fell from 24 per-
     cent in 2020 to 20 percent in 2021, yet remained much higher than the 14 percent seen in 2019,



     12
        Differences in financial well-being between adults identifying as LGBTQ+ and other adults were present across age
        groups. For example, only 58 percent of LGBTQ+ adults ages 45 to 54 were doing at least okay, compared with 75 per-
        cent among all adults in that age group.
     13
        Disability status is defined based on a five-question functional limitation sequence that asks about hearing, vision,
        ambulatory, self-care, and independent living difficulties. This approach for determining disability status is similar to the
        six-question sequence used for the American Community Survey (see U.S. Census Bureau, “How Disability Data Are Col-
        lected from the American Community Survey,” https://www.census.gov/topics/health/disability/guidance/data-
        collection-acs.html).
                                                                                                 Overall Financial Well-Being     13




before the pandemic (figure 6). The share doing about the same as a year earlier increased 3 per-
centage points to 54 percent, while the share who said they were better off was unchanged at
25 percent.


 Figure 6. Financial situation compared with 12 months prior (by year)


     Percent                                             33
                                                                                       32
                                                                        31
           29
                          27             27
                                                                                                      25              25


                                                                                                      24

           21
                                                                                                                      20
                          19
                                         17
                                                         15
                                                                                       14
                                                                        13

         2014           2015            2016           2017           2018            2019           2020           2021

                                                     Better off          Worse off


 Note: Among all adults.




When asked to compare their financial situation to two years ago, before the pandemic, nearly
one-fourth (24 percent) said they were worse off. Forty percent said they were doing about the
same, and 36 percent said they were better off than two years ago.14 Those who were doing
worse off than before the pandemic were disproportionately adults with lower family income and
less education.


To get a longer-term perspective, individuals were also asked to compare their current financial cir-
cumstances to how they perceived their parents’ financial situation at the same age. Looking
across a generation shows evidence of economic progress over time, despite financial setbacks
during the pandemic. A majority of adults (57 percent) thought they were better off financially than
their parents were, up from 54 percent in 2020 and back to the pre-pandemic level from 2019.
Twenty-one percent thought they were worse off than their parents were at the same age.



14
     A subset of respondents completed both the 2020 and 2021 surveys. Combining the one-year change in well-being
     results in the 2020 and 2021 surveys for these repeat respondents leads to similar results. Twenty-four percent
     reported that their financial well-being declined in one year and did not improve in the other, while 34 percent indicated
     that their well-being improved in one year and did not decline in the other. The remaining 43 percent either said their
     well-being was about the same in each year (35 percent) or had an improvement in one year and a decline in the other
     (7 percent).
14   Economic Well-Being of U.S. Households in 2021




     People holding at least a bachelor’s degree were more likely to experience upward economic
     mobility, relative to those with less education. This is particularly true among first-generation col-
     lege graduates, among whom 70 percent thought they were better off financially than their par-
     ents were.15


     Local and National Economic Conditions
     Along with questions about their own financial circumstances, people were asked to rate their
     local economy and the national economy as “excellent,” “good,” “only fair,” or “poor.” The share of
     adults rating their local economy favorably increased from 2020 to 2021. Forty-eight percent of
     adults rated their local economy as “good” or “excellent” in 2021, with the rest rating conditions
     as “only fair” or “poor.” This share was up from 43 percent in 2020, but well below the 63 percent
     of adults who rated their local economy as “good” or “excellent” in 2019, before the pandemic.


                                                                        This pattern was generally similar across
      Table 2. Self-assessment of the local economy
      as good or excellent (by race/ethnicity and                       racial and ethnic groups, with higher shares
      place of residence)
                                                                        rating their local economy favorably relative to
      Percent
                                                                        2020 but still below the share from 2019
                 Characteristic       2019      2020      2021
                                                                        (table 2). One exception was Black adults: the
      Race/ethnicity
      White                             67        46       50
                                                                        share of Black adults rating their local
      Black                             46        32       42           economy favorably increased 10 percentage
      Hispanic                          57        39       44           points from 2020 to 2021, and was much
      Asian                             72        44       61           closer to the pre-pandemic level than for other
      Place of residence                                                groups. However, Black and Hispanic adults
      Metro area                        65        44       50
                                                                        remained the least likely to report that their
      Non-metro area                    53        35       34
                                                                        local economy was faring well.
      Note: Among all adults.

                                                                        People’s perceptions about their local
                                                                        economy diverged in 2021 for metro and non-
     metro areas. While perceptions of the local economy improved for residents of metro areas, per-
     ceptions ticked down 1 percentage point for those in non-metro areas. Additionally, the 34 percent
     of non-metro residents who rated their local economy as “good” or “excellent” remained far below
     the 53 percent that did so in 2019.




     15
          First-generation college graduates are those who have at least a bachelor’s degree and who report that neither of their
          parents completed at least a bachelor’s degree.
                                                                                                      Overall Financial Well-Being                 15




Similar to people’s perceptions of their local
                                                                     Figure 7. Assessment of own financial
economy, the share rating the national                               well-being, local economy, and national
                                                                     economy (by year)
economy favorably fell precipitously from 2019
to 2020, after the onset of the pandemic
                                                                      Percent
(figure 7). However, people’s perceptions of
                                                                                                                                      78
                                                                                         75            75               75
the national economy continued to decline in                              74

2021. Only 24 percent of adults rated the
                                                                                         64            63
national economy as “good” or “excellent” in                                             51
                                                                          57                           50
2021, down 2 percentage points from 2020
                                                                          41                                                          48
and about half the rate seen in 2019. This
                                                                                                                        43
trend contrasts starkly with people’s increas-
ingly favorable assessment of their own finan-                                                                                        24
cial well-being.                                                                                                        26
                                                                         2017          2018          2019           2020            2021
                                                                          Own financial           Local                      National
Overall Life Satisfaction                                                 well-being
                                                                          (doing at least okay)
                                                                                                  economy
                                                                                                  (good or excellent)
                                                                                                                             economy
                                                                                                                             (good or excellent)

In addition to questions on financial well-                          Note: Among all adults.
being, the 2021 survey included a question on
overall life satisfaction to provide a broader
look at how people were faring. Respondents rated how satisfied they were with life as a whole on
a scale from 0 to 10. Fifty-eight percent of adults reported “high” life satisfaction (rating 7 to 10),
30 percent reported “medium” life satisfaction (rating 4, 5, or 6), and 11 percent reported “low”
life satisfaction (rating 0 to 3).


Life satisfaction was strongly associated with income. Nearly three-fourths (73 percent) of adults
with family income of $100,000 or more reported high life satisfaction, compared with 41 percent
among those with family income less than $25,000. Differences by education were also large, as
were those by disability status and LGBTQ+ status (table 3).16


Differences in overall life satisfaction by race/ethnicity, on the other hand, were small. The shares
of White, Black, and Hispanic adults reporting high life satisfaction were all within 2 percentage
points of the share doing so for the overall population. Asian adults exhibited the largest differ-
ence from the overall population, with 63 percent reporting high life satisfaction.




16
     The scales used to measure life satisfaction and financial well-being are not directly comparable.
16   Economic Well-Being of U.S. Households in 2021




      Table 3. Share of adults with high life satisfaction (by demographic characteristics)

                                                       Characteristic                         Percent
      Family income
      Less than $25,000                                                                         41
      $25,000–$49,999                                                                           51
      $50,000–$99,999                                                                           61
      $100,000 or more                                                                          73
      Education
      Less than a high school degree                                                            40
      High school degree or GED                                                                 53
      Some college/technical or associate degree                                                55
      Bachelor’s degree or more                                                                 67
      Race/ethnicity
      White                                                                                     59
      Black                                                                                     56
      Hispanic                                                                                  57
      Asian                                                                                     63
      Disability status
      Disability                                                                                41
      No disability                                                                             62
      LGBTQ+
      Identifies as LGBTQ+                                                                      46
      Does not identify as LGBTQ+                                                               60
      Parental status
      Not living with own children under age 18                                                 57
      Parent (living with own children under age 18)                                            62
      Place of residence
      Metro area                                                                                59
      Non-metro area                                                                            53
      Overall                                                                                   58

      Note: Among all adults.
                                                                                                                   17




Income

Income is central to most people’s financial well-being. Recognizing this, the survey included a
series of questions on income level and sources, as well as monthly income volatility.


Most parents with a child under age 18 received additional income in 2021 from the CTC. Parents
used these monthly payments in a variety of ways, including saving them, spending them on food,
and spending them on rent, mortgage, and utilities.


Most adults had income that was roughly the same each month. For adults with varying monthly
income, 3 in 10 reported that the volatility caused financial challenges. Income variability was
more likely to result in financial challenges among those with lower income.


Level and Source                                      Table 4. Family income (by race/ethnicity)
                                                      Percent
Family income in this survey is the cash
                                                          Race/       Less than   $25,000–   $50,000–   $100,000
income from all sources, before taxes and                ethnicity    $25,000     $49,999    $99,999     or more
deductions, that the respondents and their            White               20         16         27         37

spouse or partner received during the pre-            Black               43         18         22         17
                                                      Hispanic            40         18         22         20
vious year. Income is reported in dollar ranges
                                                      Asian               17         10         23         51
and not exact amounts. Just over one-fourth
                                                      Overall             26         16         25         32
of adults had a family income below $25,000
                                                       Note: Among all adults.
in 2021, and nearly one-third had $100,000
or more (table 4).


Family income varied dramatically by race and ethnicity in 2021. Forty-three percent of Black
adults and 40 percent of Hispanic adults had a family income below $25,000. This is at least
twice the rate among White and Asian adults. Conversely, White and Asian adults were dispropor-
tionately likely to have family income above $100,000.


Labor earnings were the most common source of income, but many people had other sources of
income as well. Sixty-seven percent of adults and their spouse or partner received wages,
18   Economic Well-Being of U.S. Households in 2021




     salaries, or self-employment income (collectively referred to here as labor income) (figure 8),
     matching the share from 2020. Yet, 59 percent of adults and their spouse or partner received non-
     labor income in 2021.17


      Figure 8. Family income sources



                      Wages, salaries, or                                                                                 67
                self-employment income
                                                                                                                          67
                      Non-labor income
                     Interest, dividends,                                     32
                        or rental income                                       33


                          Social security                              27
              (including old age and DI)
                                                                       27


            SSI, TANF, or cash assistance   5
                  from a welfare program
                                            5

                                                       14
                 Unemployment income
                                                 9


                                                                                                                    61
                  Any non-labor income
                                                                                                               59

                                                                            2020        2021                             Percent


      Note: Among all adults. Respondents could select multiple answers. DI is Disability Insurance; SSI is Supplemental
      Security Income; and TANF is Temporary Assistance for Needy Families. Key identifies bars in order from top to bottom.




     The share of adults receiving unemployment income in 2021 (9 percent) remained higher than
     before the pandemic but was lower than in 2020, when the job losses caused by the COVID-19
     pandemic peaked. Individuals who received income from unemployment insurance in 2021
     reported that they were most likely to learn about their eligibility from their employer (45 percent),
     followed by their own internet research (32 percent).


     Assistance from nonprofits and private sources—including financial support from a friend or family
     member living outside of their home—can also supplement family income. Fifteen percent of
     adults ages 21 and older received at least one type of assistance from private or nonprofit




     17
          Non-labor income is defined as income from interest, dividends, or rental income; social security (including old age and
          Disability Insurance (DI)); Supplemental Security Income (SSI), Temporary Assistance for Needy Families (TANF), or cash
          assistance from a welfare program; unemployment income; or income from a pension. Non-labor income does not
          include Economic Impact Payments, tax credits such as the Earned Income Tax Credit, or in-kind benefits.
                                                                                                                                   Income     19




sources in 2021 (table 5). Nearly 1 in 10 adults received groceries or meals from a food pantry,
religious organization, or community organization, down 2 percentage points from 2020.
Seven percent of adults ages 21 and older received financial assistance from a friend or family
member living outside of their home, essentially unchanged from 2020. On the other hand, 15 per-
cent of adults provided support to others.


 Table 5. Financial assistance received (by educational attainment)
 Percent

                                                                                   Financial support   Financial support Received at least
                                                              Free groceries         from religious     from friends or one type of private
                       Characteristic
                                                                 or meals            or community          family not      or nonprofit
                                                                                      organization       in household        support
 Less than a high school degree                                     27                    5                   15                 34
 High school degree or GED                                          13                    2                    7                 17
 Some college/technical or associate degree                         10                    2                    9                 17
 Bachelor’s degree or more                                           3                    1                    5                  8
 Overall                                                             9                    2                    7                 15

 Note: Among adults age 21 and older. Respondents could select multiple answers.




Adults with less education were more likely to receive at least one type of assistance from private
or nonprofit sources. More than 3 in 10 (34 percent) adults with less than a high school degree
received this type of assistance, compared with less than 1 in 10 adults with at least a bach-
elor’s degree.


Child Tax Credit
Starting in July 2021, most parents of children under age 18 saw their income supplemented by
the enhanced CTC. Eighteen percent of all adults, and 70 percent of adults living with their chil-
dren under age 18, reported receiving monthly CTC payments in 2021.18 An additional 5 percent
of adults living with children under age 18 did not know if they received monthly CTC payments.


Parents who received monthly CTC payments most frequently saved the payments, spent them on
their child, or used them for necessities. Saving was the most common use of the monthly CTC
payments, with 43 percent of recipients saying they saved at least a portion of them.




18
     This estimate corresponds to 27 million payments to 52 million children. Administrative data from the Treasury Depart-
     ment find that 36 million payments were made in December 2021 for 61 million qualifying children (U.S. Department of
     the Treasury, By State: Advance Child Tax Credit Payments Distributed in December 2021 (Washington, DC: Department of
     the Treasury, December 2021), https://home.treasury.gov/system/files/131/Advance-CTC-Payments-Disbursed-
     December-2021-by-State-12152021.pdf). The lower estimate of parents reporting the credit in the SHED suggests that
     some parents either did not know their family received the payment or did not know that it was the CTC.
20   Economic Well-Being of U.S. Households in 2021




                                                                                   Other common uses were spending on their
      Table 6. Uses for Child Tax Credit (CTC)
      Percent                                                                      child (40 percent); spending on food (31 per-
                                                                                   cent); and spending on rent, mortgage, or utili-
                                                            Used largest
                                               Used any
                       Purpose
                                              for purpose
                                                              portion              ties (29 percent) (table 6).
                                                            for purpose
      Saved it                                    43            36
      Paid off debt                               21            10                 Respondents were also asked how they used
      Spent on child                              40            20                 the largest portion of the monthly CTC pay-
      Spent on rent, mortgage, or utilities       29            17
                                                                                   ments. Saving the monthly payment was again
      Spent on food                               31            12
      Spent on other things                       12             5                 the most common response (36 percent), with
      Note: Among parents with a child under age 18 who reported                   many others saying that they spent the largest
      receiving CTC payments. Respondents could select multiple
      answers.                                                                     portion on their child or on rent, mortgage, or
                                                                                   utilities.


     The ways people used the CTC payments varied by income. Higher-income adults were most likely
     to save the largest portion of their credit, whereas lower-income adults were most likely to spend it
     on housing. For instance, 54 percent of recipients with income of at least $100,000 saved the
     largest portion of their credit, whereas only 18 percent of recipients with income less than
     $25,000 did so (table 7).


      Table 7. Use for largest portion of Child Tax Credit (by family income)
      Percent

                                                                           Less than        $25,000–      $50,000–      $100,000
                                 Purpose
                                                                           $25,000          $49,999       $99,999        or more
      Saved it                                                                18                15           33            54
      Paid off debt                                                           14                9            9             10
      Spent on child                                                          22                22           22            16
      Spent on rent, mortgage, or utilities                                   29                33           18             6
      Spent on food                                                           13                19           15             7
      Spent on other things                                                    5                2            5              7

      Note: Among parents with a child under age 18 who reported receiving CTC payments.




     Income Variability
     Since many bills must be paid monthly, variations in monthly income can lead to financial chal-
     lenges. Most adults had income that was roughly the same each month, but about 3 in 10 had
     income that varied from month to month. This share was essentially unchanged from 2020.


     Since income variability can result from either dips or spikes in monthly income, the survey asked
     those who reported varying monthly income whether they struggled to pay bills as a result.
     Thirty percent of those who experienced varying monthly income, representing slightly less than
                                                                                                                Income     21




1 in 10 adults overall, said they struggled
                                                           Table 8. Income volatility and related hardship
to pay their bills at least once in the                    (by family income, race/ethnicity, and disability
                                                           status)
past 12 months because of varying
                                                           Percent
monthly income.
                                                                                      Varying
                                                                                                    Varying
                                                                                     income,                     Stable
                                                                   Characteristic                  income,
Lower-income adults were more likely to have                                          causes                    income
                                                                                                 no hardship
                                                                                     hardship
varying monthly income and to report that they
                                                           Family income
struggled to pay their bills at least once in the          Less than $25,000           16             23          61
past 12 months as a result (table 8). Fif-                 $25,000–$49,999             14             17          69
teen percent of adults with income less than               $50,000–$99,999              6             18          75

$50,000 struggled to pay their bills because               $100,000 or more             1             19          79
                                                           Race/ethnicity
of varying monthly income. Among lower-
                                                           White                        7             19          75
income parents, an even greater 27 percent
                                                           Black                       12             19          69
struggled to pay their bills because of income
                                                           Hispanic                    14             23          63
variability.                                               Asian                        4             20          76
                                                           Disability status
Adults with and without a disability were simi-            No disability                7             20          72

larly likely to experience income variability.             Disability                  13             15          72
                                                           Overall                      9             20          72
However, when those with a disability experi-
enced such variability, it was more likely to              Note: Among all adults.

lead to a hardship.


Income variability also continued to differ greatly by industry in 2021. Workers in the leisure and
hospitality industry were the most likely to have varying monthly income (figure 9).


 Figure 9. Income varied at least occasionally from month to month (by industry)


              Leisure and hospitality                                                                              47
       Natural resources and mining                                                                        42
          Wholesale and retail trade                                                                 39
                         Construction                                                           37
                       Other services                                                     35
          Transportation and utilities                                                  34
      Education and health services                                            27
                          Information                                          27
                       Manufacturing                                           27
                  Financial activities                                  24
 Professional and business services                              22
                        Armed forces                             22
                Public administration                          21
                                                                                                                 Percent


 Note: Among adults who reported industry of employment.
22   Economic Well-Being of U.S. Households in 2021




     These workers also reported the highest rates of hardship because of their varying income. How-
     ever, the prevalence of income variability within the leisure and hospitality industry was similarly
     high both before and after the pandemic.
                                                                                                                              23




Employment

The share of adults who were working in late 2021 remained below the pre-pandemic level. Health
limitations, concerns about COVID-19, and family responsibilities were common reasons for not
working. Many also switched jobs in 2021, and those who did generally said their new job was
better than their old one.


Reasons for Not Working
Twenty-three percent of prime-age adults (ages 25 to 54) were not working in October 2021, down
from 26 percent in 2020, but up from 21 percent in 2019, before the pandemic.19


Health limitations and concerns about getting                      Figure 10. Reasons for not working among
COVID-19 were commonly cited reasons for not                       prime-age adults
working. Twelve percent of all prime-age adults
were not working, at least in part, for one of                      Health limitations or
                                                                                                                      9
                                                                                disability
these reasons. Health limitations or disability                        Concerned about
                                                                                                               7
were cited by 9 percent and specific concerns                                 COVID-19
                                                                      Family obligations
                                                                                                               7
about COVID-19 were cited by 7 percent                                besides childcare

(figure 10). Family responsibilities were also                       Could not find work                 5

commonly cited as reasons for not working.                                     Childcare             4

                                                                   Access to government
                                                                                                 2
                                                                                benefits
The proportion of prime-age adults who said                           School or training     1
that they were not working because they could
                                                                                  Retired    1
not find work fell from 9 percent in 2020 back
                                                                                                                    Percent
to 5 percent in 2021, the same as before the
                                                                   Note: Among adults ages 25 to 54. Respondents
pandemic.20                                                        could select multiple answers.


Two percent of all prime-age adults said that
they were not working, at least in part,
because they didn’t want to lose access to unemployment insurance or other government ben-




19
   This pattern is consistent with that observed by the Bureau of Labor Statistics, who reported 22 percent not working in
   October 2021, down from 24 percent not working at the time of the survey in 2020, but up from 20 percent in October
   2019. See U.S. Bureau of Labor Statistics, “(Seas) Employment-Population Ratio—25–54 yrs.,” https://data.bls.gov/
   timeseries/LNS12300060.
20
   Some of the decrease could have been due to a change in the questionnaire from 2020 to 2021 to include an addi-
   tional reason that respondents could give for why they were not working, although respondents still could give mul-
   tiple answers.
24   Economic Well-Being of U.S. Households in 2021




     efits.21 Among those whose family received government benefits in the prior year, 6 percent indi-
     cated that benefit eligibility contributed to them not working.22 However, even among benefit recipi-
     ents, other factors including concerns about COVID-19 exposure (15 percent) and an inability to
     find work (11 percent) were more likely to be cited as reasons for not working.


     Prime-age women were particularly likely to say that they were not working because of childcare
     and other family responsibilities. Six percent of prime-age women cited childcare as a reason for
     not working, and 10 percent cited other family responsibilities, far exceeding that for men
     (figure 11). However, the share of women not working because of childcare responsibilities did not
     increase relative to that seen before the pandemic.


      Figure 11. Reasons for not working among prime-age adults (by gender)



              Health limitations                                                                      8
                    or disability                                                                              9

              Concerned about                                             5
                    COVID-19                                                                          8

             Family obligations                                           5
             besides childcare                                                                                          10

            Could not find work                                           5
                                                                          5

                      Childcare     1
                                                                                      6

          Access to government               2
                       benefits              2

                                    1
             School or training
                                             2

                         Retired             2
                                    1

                                                             Men              Women                                  Percent


      Note: Among adults ages 25 to 54. Respondents could select multiple answers. Key identifies bars in order from top
      to bottom.




     Another difference between prime-age men and women is that women were more likely to say they
     were not working, at least in part, because of concerns about getting COVID-19. Eight percent of




     21
        The survey was conducted in the fourth quarter of 2021, after the expiration of expanded unemployment insurance pro-
        grams in September.
     22
        Government benefit recipients include prime-age adults whose family received unemployment insurance, Social Security,
        Supplemental Security Income, TANF, other cash welfare assistance, SNAP benefits, Medicare, or Medicaid.
                                                                                                                    Employment        25




prime-age women cited concern about getting the virus as a reason for not working, compared with
5 percent of prime-age men. Previous studies have found that occupations with more women
working in them before the pandemic had higher rates of COVID-19 exposure.23


Working from Home
A major change in many people’s work lives since 2019 was the increased prevalence of working
from home, also known as remote work. During the week of the survey in late 2021, 22 percent of
adults who worked for someone else (“employees”) worked entirely from home. This share was
down from 29 percent in 2020, but well above the 7 percent who worked entirely from home in
2019, before the pandemic.24 In addition, 17 percent of employees said they worked from home
some of the time during the week of the survey in 2021. For some workers, such as those with
disabilities, the increased prevalence of remote work in recent years may have facilitated greater
participation in the labor market (see box 1).


Employees with more education were much                            Figure 12. Amount of work done from home
more likely to work from home than those with                      (by education)
less education. Thirty-three percent of
employees with at least a bachelor’s degree
                                                                          High school                 81                9   9
worked entirely from home, whereas 14 per-                              degree or less
cent of employees with some college, and                               Some college/
                                                                          technical or                75            11      14
9 percent with a high school degree or less,                         associate degree
did so (figure 12).25
                                                                    Bachelor’s degree     43               24       33
                                                                              or more

One reason for the differences by education is                                                                              Percent
                                                                                               None        Some   All
that employees with more education were
                                                                   Note: Among adults who worked for someone else.
more likely to have a job where they could                         Key identifies bars in order from left to right.
work from home. Nearly three-fourths of
employees with a bachelor’s degree or more
either worked from home or said that they could if their employer would let them, compared with
29 percent of employees with a high school degree or less. Overall, 53 percent of employees
either worked from home or said that they could if their employer would let them.




23
   Stefania Albanesi and Jiyeon Kim, “Effects of the COVID-19 Recession on the U.S. Labor Market: Occupation, Family,
   and Gender,” Journal of Economic Perspectives 35, no. 3 (Summer 2021): 3–24, https://www.aeaweb.org/
   articles?id=10.1257/jep.35.3.3.
24
   The question asked in 2019 was different from 2020 and 2021. The 2019 survey asked where people worked in their
   main jobs most of the time.
25
   There is variation across industry in the likelihood of working from home, although even within an industry those with a
   bachelor’s degree are generally more likely to work from home than are those with less education.
26   Economic Well-Being of U.S. Households in 2021




       Box 1. Pandemic Employment Experiences of Adults with a
       Disability
       Individuals with a disability have long faced significant barriers in the labor market. Before the pan-
       demic, in February 2020, the employment rate among individuals with a disability was only 19 percent,
       compared with 67 percent among those without a disability. Most of this gap was due to individuals
       with a disability being out of the labor force, meaning they were not looking for work.1 The widespread
       disruptions to the labor market during the pandemic created unique challenges for adults with disabili-
       ties, but the restructuring of how work is conducted also created an opportunity for some to enter the
       labor force and contribute in ways that were not previously possible.

       Despite the additional pandemic-related hurdles, employers’ increased reliance on working from home
       and remote work had the potential to expand employment opportunities for a wide array of workers with
       a disability. Thirty-three percent of workers with a disability who had less than a bachelor’s degree
       worked from home some of the time in the week before the survey, compared with 25 percent of their
       peers without a disability (figure A). Among workers with at least a bachelor’s degree, a higher share
       worked from home, and the shares were similar among workers with and without a disability. The
       increase in remote work opportunities during the pandemic may have contributed to the more rapid
       recovery in employment rates since the start of the pandemic among workers with disabilities observed
       in other data.2



           Figure A. Worked from home at least some of the time (by education and disability status)



                                                                                        33
                Less than a
           bachelor’s degree

                                                                          25




                                                                                                                                          60
           Bachelor’s degree
                     or more
                                                                                                                                     58


                                                                                                                                Percent
                                                                         Disability          No disability


           Note: Among adults who worked in the month prior to the survey. Key identifies bars in order from top to bottom.


                                                                                                                               (continued)

       1
         U.S. Bureau of Labor Statistics “(Unadj) Employment-Population Ratio—With a Disability, 16 Years and Over” https://data.bls.gov/
         timeseries/LNU02374597; and U.S. Bureau of Labor Statistics, “(Unadj) Employment-Population Ratio—With No Disability, 16 Years
         and Over,” https://data.bls.gov/timeseries/LNU02374593.
       2
         According to the U.S. Bureau of Labor Statistics, the employment to population ratio of workers with a disability in October 2021 was
         1 percentage point above pre-pandemic levels from February 2020 while remaining 2 percentage points below pre-pandemic levels
         among those without a disability.
                                                                                                                                 Employment      27




  Box 1—continued
  Nevertheless, with the unprecedented health challenges that the pandemic presented to the general
  population, adults with a disability faced significant difficulties that may be exacerbated by their dis-
  ability. For some types of disabilities, contracting COVID-19 may present unique difficulties in going
  about one’s day or receiving care. Further compounding matters, comorbidities are more prevalent
  among adults with a disability, meaning a COVID-19 infection may be more likely to result in serious ill-
  ness or death.3

  Consequently, workers with a disability may have different preferences on workplace COVID-19 precau-
  tions. This, in turn, could affect their employment decisions. After controlling for their level of educa-
  tion, employees with a disability were more likely to favor a vaccine mandate relative to those without a
  disability.

  Additionally, among those who were not working, people with a disability were more likely to say that
  concerns about contracting COVID-19 contributed to their not working. Among adults with at least a
  bachelor’s degree, 19 percent of those with a disability reported that COVID-19 concerns were a con-
  tributing factor. This is nearly twice the frequency of these concerns among similarly educated people
  without a disability. Among those with less than a bachelor’s degree, just over one-fifth of nonworkers
  with a disability, and just under one-fifth of nonworkers without a disability, said that COVID-19 concerns
  were a factor in their employment decision. Consequently, while employment rates among workers with
  a disability have improved recently, health and safety concerns appear to be hampering their employ-
  ment growth more than among other adults.

  3
      Sally-Ann Cooper, Gary McLean, Bruce Guthrie, Alex McConnachie, Stewart Mercer, Frank Sullivan, and Jull Morrison, “Multiple
      Physical and Mental Health Comorbidity in Adults with Intellectual Disabilities: Population-Based Cross-Sectional Analysis,” BMC
      Family Practice, 16, no. 1 (2015): 1–11.




Most employees who worked from home, or who said they could if their employer would let them,
would prefer to work from home. Eighty-nine percent said they would like to work from home at
least some of the time. Forty-one percent said
they would prefer to do so all of the time.
                                                                             Figure 13. Reasons employees prefer to work
                                                                             from home
Employees who preferred to work from home
at least some of the time most commonly
cited less time commuting and work-life bal-                                 Less time commuting                                          89

ance as reasons (figure 13). Both were cited                                     Work–life balance                                        89
by 89 percent of employees who preferred to                                       More productive                                 70
                                                                                  working at home
work from home.
                                                                                   Concerns about                           56
                                                                                        COVID-19
Another common reason employees said they                                          Able to live in a                   47
                                                                                    different area
preferred to work from home was increased
                                                                                                                                       Percent
productivity. Seventy percent of employees
                                                                             Note: Among employees who worked from home or
who preferred to work from home said that                                    could work from home if their employer allowed, who
one reason for their preference was that they                                also said they preferred working from home at least
                                                                             some of the time. Respondents could select multiple
were more productive at home. While lower,                                   answers.
28   Economic Well-Being of U.S. Households in 2021




     56 percent of employees who preferred to work from home said that concerns about COVID-19
     contributed to their preference.


     Many of those who worked from home at least some of the time also said that they would actively
     look for another job if their employer required them to work in person each workday. Forty-five per-
     cent said they were at least somewhat likely to look for another job or leave their job if their
     employer required them to work in person each workday.26 Twenty-two percent were very likely.
     Among those working from home full time, an even larger 55 percent said that they would be
     somewhat or very likely to look for another job if required to report in person each workday.


     For context on the importance of the ability to work from home in people’s job decisions, the
     survey also asked respondents about their likelihood of looking for another job if their employer
     froze their pay or cut their pay by various amounts.27 The share of employees who were at least
     somewhat likely to look for another job if their employer required they work in person was similar
     to the share who would look after a pay freeze (figure 14).


      Figure 14. Likelihood of looking for a new job (by required in-person work and pay cuts)




              Report in person         22                       23                          32                           23



                     Pay freeze   13                       29                               40                                18



           Pay cut of 5 percent                  39                                    32                      20                  8



          Pay cut of 10 percent                       45                                    32                      16                 7

                                                                                                                                           Percent
                                        Very likely                  Somewhat likely         Not that likely         Not at all likely


      Note: Among adults working for someone else who worked from home at least some of the time. Key identifies bars in
      order from left to right.




     Job Changes
     In the fourth quarter of 2021, 15 percent of workers said they were in a different job than they
     were 12 months earlier. Most people who changed jobs said that their new job was better than


     26
        However, 16 percent of those working from home who said that they would prefer to work in person also said that they
        would actively look for another job in this situation. This suggests that at least some of these individuals either were
        actively looking irrespective of the work location, or they value being given the choice of where to work even if they
        chose not to work from home.
     27
        The order of the pay cut and telework questions was randomized in the survey, as was the amount of the pay cut that
        respondents were asked about.
                                                                                                                                Employment           29




their old one. Over 6 in 10 people who
                                                                       Figure 15. Change in quality of job characteris-
changed jobs said their new job was better                             tics after job change
overall, compared with 1 in 10 who said that it
was worse.
                                                                                   Overall 10        28                         62

                                                                                   Pay or
Pay, opportunities for advancement, and                                          benefits    20           29                    51

interest in the work were frequently seen as                                 Opportunities
                                                                         for advancement     15           41                         44
better in the new job. Just over half of people
                                                                               Interest in 13             39                     48
who changed jobs said that their pay and ben-                                    the work

efits improved, compared with 20 percent who                                     Physical                                             31
                                                                                demands 13                     57
said their pay was worse. Similarly, far more
                                                                       COVID-19 policies 11                     64                        25
people said that their work-life balance, oppor-                           and exposure

tunities for advancement, and interest in the                                   Work–life
                                                                                 balance     16            43                        40

work improved than said these measures                                                                                                     Percent
                                                                                                  Worse        About the same        Better
declined (figure 15).
                                                                       Note: Among working adults whose main job was not
                                                                       the same as it was a year ago. Key identifies bars in
Of the characteristics considered, COVID-19                            order from left to right.
policies and exposure were the most likely to
be the same in the old and new jobs. Nearly
two-thirds (64 percent) of job changers said that COVID-19 policies and exposure were about the
same, while one-fourth said that they were better, and 11 percent said that they were worse.28


Workers who experienced a layoff and changed jobs were less positive about their new positions
than other job changers.29 Those who were laid off were substantially less likely than those not
laid off to say their new job was better overall.30 They also were less likely to say that the pay and
benefits, opportunities for advancement, and interest in the job improved at their new position
(figure 16).


COVID-19 Precautions at Work
One factor in people’s decisions on whether to work and where to work is their perceptions of
workplace safety, including COVID-19 precautions. Employees mostly thought that their employers
were taking the right amount of precautions to prevent the spread of COVID-19. Seventy-seven per-
cent of employees said their employers were taking the right amount of precautions. Those who



28
   Better COVID-19 policies could mean stricter or more lenient policies, depending on the preference of the respondent.
   The survey did not define what better or worse policies meant.
29
   Seven percent of adults said that they were laid off in the 12 months prior to the survey.
30
   People’s perceptions of their old jobs likely also reflect the circumstances of their leaving, including negative feelings
   from getting laid off. Moreover, while it is likely the laid-off worker is comparing their new job to the job they were laid off
   from, it is also possible they had another job in-between.
30   Economic Well-Being of U.S. Households in 2021




      Figure 16. Share reporting that job characteristic is better after job change (by layoff status)


                                                                                      43
                       Overall
                                                                                                                67

                                                                               37
              Pay or benefits
                                                                                                           55

            Opportunities for                                        32
              advancement
                                                                                             47

                                                                          35
          Interest in the work
                                                                                                      52

                                                               29
           Physical demands
                                                                    31


          COVID-19 policies                               25
              and exposure
                                                         24

                                                                           36
           Work–life balance
                                                                                     42

                                                                                                                        Percent
                                                                          Laid off         Not laid off


      Note: Among working adults whose main job was not the same as it was a year ago. Key identifies bars in order from
      top to bottom.




     did not were almost evenly split between thinking their employers were taking too many (11 per-
     cent) and too few precautions (12 percent).31


     In terms of specific precautions, just under one-fourth of employees said that their employer had a
     policy requiring vaccination. An additional 19 percent of employees said that employees could
     either be vaccinated or be tested regularly. Forty-nine percent said their employer had no specific
     vaccine or testing requirement.32


     Employees were almost evenly split on whether they wanted vaccine requirements in their work-
     places. Forty-nine percent of workers said that they wanted their employer to require vaccinations
     of all employees, whereas 51 percent said that they did not. The share who wanted a vaccine
     requirement was higher (59 percent) among employees who had a COVID-19 vaccine themselves.
     Just 4 percent of workers who were not vaccinated wanted their employer to require vaccines.

     31
        One important aspect, however, is that people who had left an employer over their level of precautions would not have
        been asked this question about the job that they left. In these cases, an individual will be asked about the precautions
        at their new job or, if not working, would not be asked the question at all. Nevertheless, most who changed jobs said
        that their new job’s COVID-19 policies were no better or worse than at their previous job.
     32
        The remaining 8 percent did not know if there were any requirements.
                                                                                                                 Employment     31




Part-Time Jobs, Temporary Jobs, and Irregular Schedules
Thirteen percent of adults worked part time at their main job, and 5 percent said that their main
job was a temporary position. The share of adults who were working part time declined 1 per-
centage point from 2020 to 2021. Part-time work was more common among women than among
men. Sixteen percent of women worked part time, while 10 percent of men did.


One indication of a stronger job market is that the share of part-time workers who said they
wanted to work more hours declined to 41 percent in 2021, from 51 percent in 2020. Differences
remained across the population, however. For example, a higher 58 percent of Hispanic part-time
workers said that they wanted more work.


People who had a part-time or temporary job reported more financial strain than people who
worked full time. Twenty-nine percent of part-time workers and 31 percent of temporary workers
said that they were either just getting by or finding it difficult to get by. A smaller 16 percent of per-
manent, full-time workers reported the same levels of financial strain.


Some employees also had irregular schedules, including 16 percent who had a work schedule that
varied based on their employer’s needs. These workers with irregular schedules that they did not
control tended to be under more financial strain. Twenty-seven percent of workers with a schedule
that varied based on their employer’s needs said that they were either just getting by or finding it
difficult to get by. This compares with 16 percent of workers with a fixed schedule or with a
schedule that they control.


The Gig Economy
Individuals who perform gig work or other gig activities may be contributing to the economy in ways
not observed through traditional employment measures. To understand this aspect of the
economy, including the effects of the gig economy on household finances, the survey includes a
series of questions about gig activities. Gig activities in this report include selling items at places
such as flea markets and garage sales or through online marketplaces, short-term rentals of
items or property, and freelance gig work such as ridesharing or other roles where people are paid
for specific tasks and generally have flexibility about when and how to work.


Overall, 16 percent of adults had performed gig activities over the prior month.33 This includes
11 percent who sold things, 1 percent who offered short-term rentals, and 6 percent doing other
freelance or gig work (with some people performing more than one type of gig activity) (figure 17).



33
     It is not possible to compare how frequently people did gig activities in 2021 with prior years because the gig economy
     questions were revised substantially in 2021 to refine the definition of gig activities and to reduce respondent burden.
32   Economic Well-Being of U.S. Households in 2021




                                                                      Most commonly, people sold things that they
      Figure 17. Gig activities performed
                                                                      owned for personal use, like clothing.
                                                                      Eight percent of all adults sold a personal
             Selling items                      11                    item in the prior month. A smaller 3 percent
                Offering                                              sold something that they purchased to resell,
                              1
      short-term rentals
                                                                      and 2 percent sold something that they made.
              Freelance or
                  gig work           6

                                                                      Gig activities were typically not full-time jobs.
          Any gig activity                                 16
                                                                      Sixty-four percent of those who performed gig
                                                         Percent      activities (10 percent of all adults) said they
      Note: Among all adults. Respondents could select mul-           spent less than 20 hours doing so over the
      tiple answers.
                                                                      prior month. That said, those doing freelance
                                                                      gig work were more likely than those selling or
                                                                      renting items to spend at least 20 hours on it
                                                                      over the prior month.


     People performing gig activities often had another job. Over half of those performing gig activities
     (54 percent) also had a job working for someone else. Even among those who spent at least
     20 hours on gigs, 46 percent reported that they had a job working for someone else.34


     As a result, gig activities were rarely people’s main source of income. Only 2 percent of all adults
     said they earned more than half of their income from gigs over the prior month. An even lower
     1 percent of all adults said that they earned at least 90 percent of their income from gig activities.


      Figure 18. Share performing gig activities (by
                                                                      People with lower financial well-being were
      financial well-being)                                           more likely to perform gig activities than those
                                                                      who were faring better financially. One-fourth
                                                                      of people who found it difficult to get by finan-
            Hard to get by                                      25
                                                                      cially did gig activities, compared with 13 per-
            Just getting by                      17                   cent of those who were living comfortably
                                                                      (figure 18). At the same time, however, people
               Doing okay                       16
                                                                      who performed gig activities were more likely
      Living comfortably                   13                         to say that they did it by choice (71 percent)
                                                                      than out of necessity (29 percent).
                                                      Percent


      Note: Among all adults.                                         People who did freelance gig work also varied
                                                                      in how they felt their pay compared with what

     34
          Gig questions were asked separately from the standard employment questions. One percent of all adults said that they
          were both not employed and spending at least 20 hours on gig activities in the prior month.
                                                                                         Employment   33




they could earn from a more traditional job. Thirty-three percent of people who did freelance gig
work said that they earned more doing gig work than they could in a traditional job, while 39 per-
cent said they earned less. The remaining 28 percent said they earned about the same amount as
they could in a traditional job.
                                                                                                                               35




Dealing with Unexpected Expenses

The overall share of adults who would cover a small emergency expense using cash or its equiva-
lent increased to the highest level since 2013, when the survey began. Despite this positive trend,
many still faced difficulty paying monthly bills. Black and Hispanic adults, as well as adults with
lower income, disproportionately faced such challenges.


Small, Unexpected Expenses
Relatively small, unexpected expenses, such as a car repair or a modest medical bill, can be a
hardship for many families. When faced with a hypothetical expense of $400, 68 percent of all
adults in 2021 said they would have covered it exclusively using cash, savings, or a credit card
paid off at the next statement (referred to, altogether, as “cash or its equivalent”).35 The
remainder said they would have paid by borrowing or selling something, or said they would not
have been able to cover the expense.


The share who would pay using cash or its                           Figure 19. Would cover a $400 emergency
equivalent was up 4 percentage points from                          expense completely using cash or its
                                                                    equivalent (by year)
2020 and was at the highest level since the
survey began in 2013 (figure 19). This
                                                                      Percent                                       68
increase is consistent with the results on                                                               63    64
                                                                                                    61
overall financial well-being and may reflect                                                   59
                                                                                          56
                                                                                53   54
improving economic conditions and the addi-                             50
tional COVID-19 relief measures enacted
in 2021.


Like the results for overall financial well-being,
parents saw a sharp increase in the share
who would cover a $400 expense with cash or
its equivalent—up from 56 percent in 2020 to
64 percent in 2021. Those not living with their                        2013 2014 2015 2016 2017 2018 2019 2020 2021

own children under age 18 saw a smaller                             Note: Among all adults.
increase of 3 percentage points. One reason
that parents experienced this sharp increase

35
     However, some who would not have paid with cash or its equivalent likely still had access to $400 in cash. Instead of
     using that cash to pay for the expense, they may have chosen to preserve their cash as a buffer for other expenses (See
     box 3 from the Report on the Economic Well-Being of U.S. Households in 2019, Featuring Supplemental Data from
     April 2020 at https://www.federalreserve.gov/publications/files/2019-report-economic-well-being-us-households-
     202005.pdf.)
36   Economic Well-Being of U.S. Households in 2021




                                                                             may be the expansion of the CTC. The most
      Figure 20. Other ways individuals would cover
      a $400 emergency expense                                               common way parents used their CTC pay-
                                                                             ments was saving them, potentially improving
             Put it on a credit card                                         their ability to handle unexpected expenses.36
                                                                    14
            and pay it off over time
               Borrow from a friend                  8
                 or family member                                            Those who would not have covered a $400
                     Sell something              6                           expense completely with cash or its equivalent
           Use money from a bank             2                               (32 percent of adults) may have found it more
                loan or line of credit
                  Use a payday loan,                                         difficult to handle small, unexpected
                   deposit advance,      1
                          or overdraft                                       expenses. For these adults, the most common
          Would not be able to pay                         11
          for the expense right now                                          approach was to use a credit card and then
                                                                Percent      carry a balance, although many indicated they
      Note: Among all adults. Respondents could select mul-                  would use multiple approaches (figure 20).
      tiple answers.                                                         Eleven percent of all adults said they would be
                                                                             unable to pay the expense by any means,
                                                                             similar to the 12 percent seen in 2020.


     To understand more about covering household expenses, the survey asked about adults’ ability to
     pay their monthly bills. As of October and November 2021, 24 percent of adults indicated that
     they had, or were close to having, difficulty paying bills for that month: 14 percent of adults had
     one or more bills that they were unable to pay in full, and an additional 10 percent said they would
     have been unable to pay their bills if faced with a $400 expense. The 24 percent having difficulty
     (or close to having difficulty) paying bills was down 3 percentage points from 2020 and down
     4 percentage points from 2019. These declines are consistent with improvements seen in overall
     financial well-being.37


     Lower-income adults were especially likely to face difficulty paying bills. Half of adults with a family
     income less than $25,000 had one or more bills that they were unable to pay in full that month or
     were one $400 financial setback away from being unable to pay them, compared with 5 percent
     for adults with a family income of $100,000 or more.


     Black and Hispanic adults were much more likely than White or Asian adults to face difficulty
     paying bills, and these differences were present at all income levels (figure 21). Forty percent of
     Black adults and 35 percent of Hispanic adults had, or were close to having, difficulty paying bills,
     compared with 19 percent of White adults and 11 percent of Asian adults.



     36
           More detail on the CTC is available in the “Income” section of this report.
     37
           Hispanic adults and parents were two groups that experienced particularly large declines in the share facing difficulty
           paying bills, similar to results for financial well-being. (See the “Overall Financial Well-Being” section for results on finan-
           cial well-being among Hispanics and parents.)
                                                                                                       Dealing with Unexpected Expenses   37




 Figure 21. Not able to fully pay current month’s bills (by income and race/ethnicity)



      Less than $50,000
                  White                         21                                17
                  Black                                   33                                                20
               Hispanic                              27                                          21

                  Asian                          23                           9

      $50,000–$99,999
                  White       7                 7

                  Black                16                             11
               Hispanic           12                           9

                  Asian   4       3

      $100,000 or more
                  White   3 1

                  Black       8             2

               Hispanic       7             3
                  Asian 1 2

                                                                                                                              Percent
                                                          Currently        After a $400 emergency expense


 Note: Among all adults. Key identifies bars in order from left to right.




Looking across income levels shows that, even among adults with a family income of $100,000 or
more, Black and Hispanic adults were more than twice as likely as White or Asian adults to face
these challenges. Several interrelated factors, including discrimination or differences in credit
access, could have contributed to the differences by race and ethnicity. (See box 2 on “Racial and
Ethnic Discrimination” in the report Economic Well-Being of U.S Households in 2020 for a discus-
sion of discrimination, and the “Banking and Credit” section for differences in credit access.)38


Some financial challenges, such as a job loss, require more financial resiliency than would an
unexpected $400 expense. One common measure of financial resiliency is whether people have
savings sufficient to cover three months of expenses if they lost their primary source of income. In
2021, nearly 60 percent of people said they had set aside money specifically as emergency sav-
ings or “rainy day” funds, the highest share since the survey began in 2013.


For those who did not set aside money for this purpose, some would have dealt with a loss of their
main source of income by borrowing, selling assets, or drawing on other savings. Fourteen percent




38
     See Economic Well-Being of U.S Households in 2020, May 2021, https://www.federalreserve.gov/publications/files/
     2020-report-economic-well-being-us-households-202105.pdf.
38   Economic Well-Being of U.S. Households in 2021




     of adults said that they could have covered three months of expenses in this way. Twenty-
     seven percent of adults indicated they could not cover three months of expenses by any means.


     Health-Care Expenses
     Out-of-pocket spending for health care is a common unexpected expense that can be a substantial
     hardship for those without a financial cushion. As with the financial setbacks discussed earlier,
     many adults were not financially prepared for health-related costs at the time of the survey.


     Twenty percent of adults had major, unexpected medical expenses in the prior 12 months, with the
     median amount between $1,000 and $1,999. Fifteen percent of adults had debt from their own
     medical care or that of a family member (not necessarily from the past year).


      Figure 22. Forms of medical treatment skipped
                                                               Many went without medical care because they
      because of cost during 2021                              could not afford it. Twenty-four percent of
                                                               adults went without some form of medical
                                                               care because they could not pay, ticking up
                Dental care                    17

         Seeing a doctor or
                                                               from 23 percent in 2020 but well below the
                 specialist              13
                                                               32 percent reported in 2013. Dental care was
       Prescripton medicine        8
                                                               the most frequently skipped, followed by vis-
             Follow-up care        8
                                                               iting a doctor (figure 22). Some people also
         Mental health care
             or counseling         8                           reported skipping prescription medicine,
            Any treatment                                24    follow-up care, or mental health visits.
                                                     Percent


      Note: Among all adults. Respondents could select mul-    The likelihood of skipping medical care
      tiple answers.
                                                               because of cost was strongly related to family
                                                               income. Among those with family income less
                                                               than $25,000, 38 percent went without some
     medical care because they couldn’t afford it, compared with 9 percent of adults making
     $100,000 or more.


     Ability to afford health care may contribute to the finding that, as family income rises, the likeli-
     hood a person reported being in good health increases substantially. Among those in families with
     income less than $25,000, 75 percent reported being in good health, compared with 92 percent
     for those in families with income of $100,000 or more.


     Health insurance is one way that people can pay for routine medical expenses and protect against
     the financial burden of large, unexpected expenses. In 2021, 91 percent of adults had health
     insurance, a slight uptick from 2020. Those without health insurance were nearly twice as likely to
                                                                           Dealing with Unexpected Expenses     39




forgo medical treatment because they couldn’t afford it. Among the uninsured, 40 percent went
without medical treatment because they couldn’t afford it, versus 22 percent among the insured.


Hardships from Natural Disasters
Those without a financial cushion may face unique and particularly severe challenges in the event
of natural disasters. Natural disasters may cause disruptions to people’s ability to work, damage
to or displacement from their home, or higher bills for heating or cooling. These consequences all
require some financial resources to manage, such as a rainy-day fund; access to credit; or support
from family, friends, or the local community.


Almost one in six adults (16 percent) were            Figure 23. Disruptions from natural disasters in
directly affected by a natural disaster during        the prior 12 months
the prior 12 months, meaning that they experi-
enced one or more of the following five events
                                                           Income disruption                  6
as the result of a natural disaster or severe
                                                            Property damage                       8
weather event: (1) an income loss or work dis-
ruption, (2) property damage, (3) a temporary           Temporary evacuation          2

evacuation, (4) longer-term displacement from         Long-term displacement      1

home, or (5) the injury or death of a family                Injury or death of            4
                                                               family or friend
member or close friend. The two most                         Any disruption                            16
common ways that people were affected by
                                                                                                      Percent
natural disasters were property damage,
                                                      Note: Among all adults. Respondents could select mul-
which affected 8 percent of adults, and an            tiple answers.
income loss or work disruption, which affected
6 percent. Four percent of people had a close
friend or relative who was injured or killed by a
natural disaster (figure 23).


The effects from natural disasters are not uniform across segments of society. Adults with lower
income or less education were more likely to be affected by natural disasters than those with
higher income (table 9). Nearly 2 in 10 of those with income below $50,000 reported any
disaster-related hardship.


Looking at specific hardships, people with an income of less than $50,000 were more than twice
as likely to experience an income loss or work disruption, longer-term displacement from home, or
the injury or death of a friend or relative than someone with an income of $100,000 or more.
Similar differences were observed across education levels. Black or Hispanic adults were also
more likely to be affected by natural disasters than White or Asian adults, both overall and within
specific income or education categories.
40   Economic Well-Being of U.S. Households in 2021




                                                                              Overall, most people did not expect their risk
      Table 9. Disruptions from natural disasters (by
      demographic characteristics)                                            of experiencing a natural disaster to change in

                        Characteristic                           Percent
                                                                              the near future. Fifty-eight percent of adults
      Family income                                                           assessed their likelihood of experiencing a
      Less than $25,000                                            20         natural disaster in five years as “about the
      $25,000–$49,999                                              18
                                                                              same” as it is currently. However, 37 percent
      $50,000–$99,999                                              14
      $100,000 or more                                             13         of adults expected their risk of experiencing a
      Education                                                               natural disaster to be higher in five years,
      Less than a high school degree                               23
                                                                              including 11 percent of adults who assessed
      High school degree or GED                                    15
      Some college/technical or associate degree                   17         their natural disaster risk to be “much higher.”
      Bachelor’s degree or more                                    14         Less than 5 percent of adults expected their
      Race/ethnicity
                                                                              risk of experiencing a natural disaster to
      White                                                        14
      Black                                                        19         decrease.
      Hispanic                                                     21
      Asian                                                        15
                                                                              In contrast to the overall population who
      Age
      18–29                                                        17         expected their risk from natural disasters
      30–44                                                        17         would be about the same in five years, most
      45–59                                                        17
                                                                              people affected by a natural disaster in the
      60+                                                          14
      Homeownership status                                                    past year expected their risk of a natural
      Own                                                          15         disaster to be higher in five years. This
      Rent                                                         18
                                                                              includes 20 percent who expected their risk to
      Other                                                        14
      Overall                                                      16         be “much higher” (figure 24).
      Note: Among all adults.
                                                                              Some people undertook mitigation activities
                                                                              to reduce their risks from natural disasters.
                                                                              These mitigation activities differed substan-
      Figure 24. Expect risk of being affected by                             tially by homeownership status. Nineteen per-
      natural disaster to increase in the next 5 years                        cent of renters investigated other places to
      (by whether affected in the prior 12 months)
                                                                              live, which was about twice the rate of home-
                                                                              owners. Conversely, 18 percent of home-

          Not affected by
                                                                              owners improved their property to mitigate the
                             9             26                       10
               a disaster                                                     risks of disasters (figure 25).
      Affected by disaster
                                  20               31             19
              in past year
                                                                              While the risks from natural disasters appear
                  Overall    11             27              46                higher for people with less education, these
                                                                              individuals were less likely to engage in
                                 Expect risk to   Expect risk to be Percent
                                 be much higher   somewhat higher
                                                                              natural-disaster mitigation activities
                                                                              (table 10). Twenty-two percent of renters with
      Note: Among all adults. Key identifies bars in order
      from left to right.                                                     a bachelor’s degree or more investigated other
                                                                         Dealing with Unexpected Expenses                  41




places to live in the prior 12 months because
                                                    Figure 25. Natural disaster mitigation
of natural disaster risks, double the 11 per-       activities (by homeownership status)
cent of renters with less than a high school
degree who did so. Homeowners with college           Percent       19
                                                                                18
degrees were also more likely to improve their
properties to reduce natural disaster risks
than were those with less education.

                                                          10
Mitigation activities also differed significantly
by age. Younger adults—regardless of whether                                              7
                                                                                                                  6
they were renters or homeowners—were more                                                                5

likely to investigate other places to live
because of natural disaster risk and more
likely to invest in property improvements than        Investigated other        Improved                 Purchased
                                                         places to live          property                additional
older adults.                                                                                             insurance
                                                                        Homeowner               Renter
Mitigation activities were also much more
                                                    Note: Among all adults. Key identifies bars in order
common among people who expected their              from left to right.

risk of experiencing a natural disaster to be
higher in five years. Among adults who
expected their natural disaster risk to be
higher in five years, 28 percent of renters
investigated other places to live, and 29 per-
                                                    Table 10. Natural disaster mitigation activities
cent of homeowners improved their                   (by homeownership status, education, and age)
                                                    Percent
properties—each about 10 percentage points
higher than the comparable rates for all                                        Investigated other Improved property
                                                                                   places to live    to reduce risk
renters and homeowners.                                     Characteristic
                                                                                 Home-                   Home-
                                                                                              Renter              Renter
                                                                                 owner                   owner

Fewer adults purchased additional insurance         Education
                                                    Less than a high
to mitigate their natural disaster risk com-
                                                      school degree                  7         11            12       9
pared with the other disaster mitigation activi-    High school degree or GED        6         15            13       5
ties asked about in the survey. Overall, 6 per-     Some college/technical or
                                                      associate degree               10        21            19       9
cent of renters and 5 percent of homeowners
                                                    Bachelor’s degree or more        11        22            20       6
purchased additional insurance in the prior
                                                    Age
12 months. While the rates were higher
                                                    18–29                            15        21            20       8
among people who expected their risk of expe-       30–44                            12        21            18       6
riencing a natural disaster to increase, they       45–59                            10        16            17       5
were less than 10 percent for that                  60+                              6         10            18       6

population.                                         Note: Among all adults.
                                                                                                     43




Banking and Credit

Access to financial services from banks and credit unions can be important for people’s financial
well-being. Most adults had a bank account and were able to obtain credit from mainstream
sources in 2021, but notable gaps in access to basic financial services still exist among Black
and Hispanic adults and those with low income.


Fewer applicants were denied credit in 2021, and the share of adults who were “very confident”
that they would be approved for credit if they applied increased to the highest levels observed
since the survey first asked this question in 2015. The use of alternative financial services such
as money orders, check cashing, and payday loans was essentially unchanged after a years-long
decline.


Unbanked and Underbanked
Most adults in the United States (81 percent) were “fully banked,” meaning that they had a bank
account and, in the past 12 months, did not use any of the alternative financial services asked
about in the survey. Such services include money orders, check cashing services, payday loans or
payday advances, pawn shop loans, auto title loans, and tax refund advances.


An additional 13 percent had a bank account but also made use of alternative financial services.
These adults are considered “underbanked” because the banking services they accessed appear
to have been insufficient to meet their financial service needs.


The rest of the adult population (6 percent) did not have a bank account. Less than half of these
“unbanked” adults used alternative financial services.


Unbanked and underbanked rates were higher among adults with lower income, adults with less
education, and Black and Hispanic adults. The largest differences were by education and income
level. Twenty-four percent of adults with less than a high school degree, and 17 percent of adults
with income below $25,000, were unbanked (table 11). The share of people with income under
$25,000 without a bank account far exceeded that of the two highest income levels. As a result,
79 percent of all unbanked adults had income below $25,000, and 91 percent had income below
$50,000.


Adults with less education and adults with lower income were also more likely to be underbanked.
Nearly one-fourth of those with less than a high school degree and 20 percent of those with
44   Economic Well-Being of U.S. Households in 2021




      Table 11. Banking status (by family income, education, and race/ethnicity)
      Percent

                                                                                                 Fully
                                  Characteristic              Unbanked        Underbanked
                                                                                                banked
      Family income
      Less than $25,000                                          17                20             62
      $25,000–$49,999                                            4                 20             76
      $50,000–$99,999                                            1                 12             87
      $100,000 or more                                           1                 5              94
      Education
      Less than a high school degree                             24                23             53
      High school degree or GED                                  10                15             75
      Some college/technical or associate degree                 5                 17             79
      Bachelor’s degree or more                                  1                 7              92
      Race/ethnicity
      White                                                      3                 10             87
      Black                                                      13                27             59
      Hispanic                                                   11                18             71
      Asian                                                      2                 6              92
      Overall                                                    6                 13             81

      Note: Among all adults.




     income less than $25,000 were underbanked. In addition to being more likely to use alternative
     financial services, lower-income adults were also more likely to use cryptocurrencies for transac-
     tion purposes, as discussed in box 2.


     Between 2020 and 2021, the shares of unbanked, underbanked, and fully banked adults were
     essentially unchanged. Looking at the longer-term trend, however, shows a 7 percentage point
     decline in the underbanked rate since 2015. During this same period, the share of adults with a
     bank account increased by 2 percentage points. As a result, much of the decline in the under-
     banked rate likely reflects the decline in the share using the alternative financial services asked
     about in the survey.


     This decline does not necessarily reflect improvements in financial inclusion, however. The market
     for financial products and services has been evolving during this time, particularly in the digital
     space. As a result, while use of these alternative financial services have declined, people may
     have substituted away from the products and services asked about in the survey to other nonbank
     offerings that are harder to measure.
                                                                                                                   Banking and Credit    45




Box 2. Conducting Financial Transactions Using
Cryptocurrencies
Cryptocurrencies are relatively new digital assets that may be held as an investment or used for con-
ducting financial transactions.1 In 2021, most people using cryptocurrencies did so for investment pur-
poses. In 2021, 12 percent of adults held or used cryptocurrencies in the prior year. Eleven percent of
adults had held cryptocurrency as an investment, while a far smaller 2 percent of adults said that they
used cryptocurrency to buy something or make a payment in the prior 12 months, and 1 percent used it
to send money to friends or family.2

Those who held cryptocurrency purely for investment purposes were disproportionately high-income,
almost always had a traditional banking relationship, and typically had other retirement savings.
Forty-six percent of those using cryptocurrencies only for investment had an income of $100,000 or
more, while 29 percent had an income under $50,000. Additionally, 99 percent of those investing in
cryptocurrency, but not using it for transactions, had a bank account, and 89 percent of nonretired crypto-
currency investors had at least some retirement savings (figure A).



    Figure A. Share without a bank account, credit card, or retirement savings (by cryptocurrency use)

                                                                                                                           29
      Percent
                                                                                  27            27




                                                      17


                                      13
                                                                                                              11


                                                                      7
                6



                          1


                    No bank account                            No credit card                      No retirement savings
                        No cryptocurrency use              Cryptocurrency for investment only   Cryptocurrency for transactions

    Note: Among all adults. Key identifies bars in order from left to right.


                                                                                                                           (continued)

1
  Cryptocurrencies are decentralized digital assets that have a distributed ledger and can be used for peer-to-peer payments. For
  additional information on cryptocurrencies, see Board of Governors of the Federal Reserve System, Money and Payments: The U.S.
  Dollar in the Age of Digital Transformation (Washington: Board of Governors, January 2022), https://www.federalreserve.gov/
  publications/files/money-and-payments-20220120.pdf.
2
  Because the survey is conducted online, the sample population may be more technologically connected than the overall population,
  which could increase the share of adults reporting use of emerging technologies such as cryptocurrencies.
46   Economic Well-Being of U.S. Households in 2021




          Box 2—continued
          The financial profiles of those who used cryptocurrency for transactions, however, were quite different.
          Nearly 6 in 10 adults who used cryptocurrencies for transactions had an income of less than $50,000.
          A far lower 24 percent of transactional users had an income of more than $100,000.

          Transactional cryptocurrency users also were less likely to have a bank account. Thirteen percent of
          those who used cryptocurrency for transactions lack a bank account, compared with 6 percent of
          adults who did not use cryptocurrency. Similarly, 27 percent of transactional cryptocurrency users did
          not have a credit card, exceeding the 17 percent of non-users without a credit card.




     Moreover, the longer-term decline in use of alternative financial services has been similar among
     both the unbanked and banked, providing more evidence that a wider availability of banking ser-
     vices may not explain the decline in the underbanked rate.


      Table 12. Paid an overdraft fee on a bank                         Overdraft
      account in the prior year (by demographic
      characteristics)                                                  Overall, 11 percent of adults with a bank
                        Characteristic                 Percent          account paid an overdraft fee in the previous
      Family income                                                     12 months (table 12). Adults with income less
      Less than $25,000                                  16
                                                                        than $50,000 were three times as likely to
      $25,000–$49,999                                    16
      $50,000–$99,999                                    10
                                                                        have paid an overdraft fee as people with an
      $100,000 or more                                    5             income of $100,000 or more. Similarly, the
      Education                                                         share of adults paying an overdraft fee tended
      Less than a high school degree                     16
                                                                        to be higher among people with less educa-
      High school degree or GED                          11
                                                                        tion or of younger ages. Across races or eth-
      Some college/technical or associate degree         13
      Bachelor’s degree or more                           7             nicities, a larger share of Black or Hispanic
      Race/ethnicity                                                    adults paid an overdraft fee in the past
      White                                               9             12 months than the population as a whole. In
      Black                                              20
                                                                        contrast, 3 percent of Asian adults paid an
      Hispanic                                           14
      Asian                                               3
                                                                        overdraft fee, a rate about one-third of the
      Age                                                               population as a whole.
      18–29                                              15
      30–44                                              14
                                                                        Adults with bank accounts who used credit
      45–59                                              10
                                                                        alternative financial services and those with
      60+                                                 5
      Overall                                            11             lower self-reported credit ratings were particu-
      Note: Among adults with a bank account.                           larly likely to have paid an overdraft fee in the
                                                                        prior year.39 Fifty-three percent of banked
                                                                        adults who used credit alternative financial

     39
          Credit alternative financial services include payday loans or payday advances, pawn shop loans, auto title loans, and tax
          refund advances.
                                                                                                    Banking and Credit   47




services also paid an overdraft fee in the prior
                                                                  Figure 26. Paid an overdraft fee on a bank
12 months, about five times the rate of the                       account in the prior year (by use of credit
                                                                  alternative financial services (AFS) and
banked population overall (figure 26).40 Addi-                    self-reported credit rating)
tionally, 35 percent of those rating their credit
as “poor” and 28 percent rating their credit as                     Percent
“very poor” paid an overdraft fee, compared                                   53

with 3 percent of those rating their credit as
“excellent.”
                                                                                                         35

One explanation for these patterns is that                                                                      28
                                                                                                  25
those using credit alternative financial ser-
vices and those rating their credit as “poor” or
                                                                      11                   10
“very poor” were in a precarious financial posi-
tion, making them more likely to unintention-                                        3

ally overdraft their account. Another possibility                     All   Used Excellent Good   Fair   Poor   Very
is that people without access to cheaper                            banked credit                               poor
                                                                     adults AFS
forms of credit were intentionally using over-
                                                                  Note: Among adults with a bank account.
draft as a form of short-term, albeit high-cost,
credit. Finally, use of online credit alternative
financial services themselves may directly
trigger an overdraft when the lender attempts to collect payment.41


Credit Outcomes and Perceptions
Thirty-eight percent of adults applied for credit in 2021, a slight increase over the share who
applied in 2020. But among those who applied, the share who were either denied credit, or
approved for less credit than they requested, fell about 3 percentage points to 28 percent. Consis-
tent with the lower denial rates, consumer confidence about credit card applications improved.
Sixty-five percent of adults were “very confident” that their application would be approved, 4 per-
centage points higher than in 2020 and the highest share since this question was first asked in
2015. Similarly, only 12 percent of adults were “not confident” that their application would be
approved.


The share of adults who were denied credit, or approved for less than requested, differed by
income level and by race and ethnicity (figure 27). Almost half of credit applicants with income
below $50,000 experienced such actions, compared with 11 percent of those with income above
$100,000.

40
     Overall, 4 percent of adults had a bank account and used credit alternative financial services.
41
     See Consumer Financial Protection Bureau, Online Payday Loan Payments (Washington: CFPB, April 2016), https://
     files.consumerfinance.gov/f/201604_cfpb_online-payday-loan-payments.pdf.
48   Economic Well-Being of U.S. Households in 2021




      Figure 27. Denied credit or approved for less than was requested (by family income and race/ethnicity)


      Less than $50,000
                    White                                                                       43
                    Black                                                                                       60
                 Hispanic                                                                             47
      $50,000–$99,999
                    White                                20
                    Black                                                                  39
                 Hispanic                                                   33
       $100,000 or more
                    White           8
                    Black                                     22
                 Hispanic                           18
        All income levels
                    White                                     22
                    Black                                                                            46
                 Hispanic                                                             37
                                                                                                           Percent


      Note: Among adults who applied for some form of credit in the past 12 months.




     Denial rates also differed by race and ethnicity, with Black and Hispanic applicants being particu-
     larly likely to report a denial or an approval for less credit than requested. For Black applicants,
     this was also true within income levels, although for Hispanic applicants with income below
     $50,000, the denial rates were comparable to others with similar incomes.


     Credit Cards
     People use credit cards in different ways. Some use credit cards as a convenient, if not necessary,
     way to pay expenses, paying off their balances in full each month and avoiding any interest costs.
     Others carry a balance and thus use credit cards as a source of credit to defer paying expenses.


     Eighty-four percent of adults had a credit card in 2021. They were nearly evenly split between the
     people who paid off their balances in each of the previous 12 months and people who carried bal-
     ances from month to month at least once in the prior year. Among those who carried a balance at
     least once, 73 percent were carrying a balance at the time of the survey.


     Almost all people with income of at least $100,000 had a credit card. At lower income levels,
     having a credit card was somewhat less common, though adults at these income levels who did
     have credit cards were more likely to use them to carry balances from month to month. Conse-
     quently, middle-income adults were the most likely to have a credit card that they used to finance
     purchases by carrying balances from one month to the next. Almost half of people with income
     between $25,000 and $99,999 carried a balance on a credit card at least once in the past
                                                                                               Banking and Credit      49




12 months, exceeding the shares of adults
                                                    Table 13. Credit card access and usage (by
with either lower or higher income levels who       demographic characteristics)
did so (table 13).                                  Percent

                                                                                                 Carried a
                                                                                                 balance Carried a
Similar patterns were observed across educa-                                          Has a
                                                                                                  (among balance
                                                                Characteristic        credit
tion levels, with more-educated adults being                                                       credit  (among
                                                                                       card
                                                                                                    card   adults)
both more likely to have a credit card and less                                                  holders)
likely to carry a balance from one month to         Family income

the next. Credit card usage also differed by        Less than $25,000                   57          57         33
                                                    $25,000–$49,999                     84          59         49
race and ethnicity. Over 90 percent of Asian
                                                    $50,000–$99,999                     94          50         47
adults had a credit card but just under one in
                                                    $100,000 or more                    98          36         36
four of those with a credit card carried a bal-
                                                    Education
ance at least once in the prior 12 months.          Less than a high school degree      52          57         30
Black and Hispanic adults were much more            High school degree or GED           76          57         43
likely to carry balances on their credit cards      Some college/technical or
                                                      associate degree                  83          56         46
than other racial or ethnic groups.
                                                    Bachelor’s degree or more           96          35         34
                                                    Race/ethnicity
The share of adults with outstanding debt who       White                               88          42         37
were carrying less debt than 12 months ago          Black                               72          72         52
was comparable with, though slightly higher         Hispanic                            77          63         48

than, the share carrying more debt. This pat-       Asian                               93          24         22
                                                    Self-reported credit rating
tern is similar to that in recent years, with the
                                                    Very poor                           33          66         22
exception of 2020, when the share who had
                                                    Poor                                45          77         35
reduced their credit card debt exceeded the
                                                    Fair                                73          81         59
share who had increased it by 8 per-                Good                                90          65         58
centage points.                                     Excellent                           97          31         31
                                                    Don’t know                          40          39         16
                                                    Overall                             84          48         40
Buy Now, Pay Later
                                                    Note: Among all adults. Carried a balance in the prior 12 months
                                                    includes adults who carried an unpaid balance from one month
The 2021 survey introduced a series of ques-        to the next at least once in the 12-month period.
tions about the use of BNPL services. BNPL
allows people to finance a purchase by
making a small number of equal payments, often without being charged interest. For example,
someone purchasing a $100 item, instead of paying the entire amount upfront, may instead be
able to make four monthly payments of $25, with the first payment due at the time of purchase.


Overall, 10 percent of people used a BNPL service in the previous 12 months. Seven percent were
making payments under a BNPL plan at the time of the survey, with about half paying on just one
purchase.
50   Economic Well-Being of U.S. Households in 2021




     The most cited reasons for using BNPL services were convenience (78 percent) and not wanting to
     use a credit card (53 percent) (figure 28). Just over half of people who used BNPL also indicated
     that it was the only way they could afford their purchase (51 percent).


      Figure 28. Reasons for using Buy Now, Pay Later (BNPL) services



            More convenient                                                                             78

         Did not want to use
               a credit card                                                     53


            Only way I could
                                                                            51
                    afford it

                    Cheaper                                        34


      Only accepted payment
                                                 19
               method I had

                       Other           11

                                                                                                    Percent


      Note: Among adults who have used a BNPL service in the past year.




     The use of BNPL was more common among people with lower income and less education
     (table 14). Around 13 percent of those with income below $50,000 used BNPL in the prior year,
     compared with 7 percent of those with an income of $100,000 or more. Similarly, 14 percent of
     people with less than a high school degree used BNPL, compared with 8 percent of those with at
     least a bachelor’s degree.


     The reasons for using BNPL also differed with income and education levels. While convenience
     was universally the most cited reason for using BNPL, around 60 percent of people with income
     under $50,000 or with no more than a high school degree cited an inability to pay for the product
     otherwise, compared with about one-fourth of people whose income was at least $100,000. More-
     over, around 25 percent of people in these lower income and education groups reported using
     BNPL because they lacked another accepted payment option, more than twice the rate for people
     in the highest income and education categories.


     People also differed in their use of BNPL according to their self-reported credit rating. Those with
     lower credit ratings were more likely to use BNPL than were people who rated their credit as
     “excellent.” Among those who used BNPL, adults with lower self-reported credit ratings were also
     more likely to cite an inability to afford the purchase otherwise or a lack of other payment options
     as reasons for using BNPL than adults who rated their credit higher.
                                                                                           Banking and Credit      51




Most people who use BNPL make their pay-
                                                 Table 14. BNPL service use (by demographic
ments on time. Overall, 15 percent of people     characteristics)
who used BNPL in the prior 12 months were        Percent

late making a payment. Late payments were                  Characteristic
                                                                                   Used a         Paid BNPL late
                                                                                 BNPL service     (among users)
somewhat more common among people with
                                                 Family income
income less than $50,000. Late payments
                                                 Less than $25,000                    12                   23
were also more common among people with          $25,000–$49,999                      14                   18
lower self-reported credit ratings. Adults who   $50,000–$99,999                      11                   11
rated their credit as “poor” were over five      $100,000 or more                      7                    6

times as likely to have been late making a       Education
                                                 Less than a high school
BNPL payment as someone who rated their
                                                   degree                             14                   n/a
credit as “excellent.” Among people who          High school degree or GED            10                   15
would not have been able to afford their pur-    Some college/technical or
                                                   associate degree                   12                   17
chase without BNPL, 23 percent paid late,
                                                 Bachelor’s degree or more             8                   10
compared with 7 percent of people who did
                                                 Race/ethnicity
not give that reason for using BNPL.
                                                 White                                 7                   10
                                                 Black                                20                   21
                                                 Hispanic                             15                   19
                                                 Asian                                 7                   n/a
                                                 Age
                                                 18–29                                13                   18
                                                 30–44                                13                   18
                                                 45–59                                12                   13
                                                 60+                                   6                    9
                                                 Credit card ownership
                                                 Has a credit card                    10                   14
                                                 No credit card                       10                   23
                                                 Self-reported credit score
                                                 Very poor                            13                   n/a
                                                 Poor                                 21                   29
                                                 Fair                                 22                   13
                                                 Good                                 12                   13
                                                 Excellent                             5                    5
                                                 Don’t know                            6                   n/a
                                                 Overall                              10                   15

                                                 Note: Among all adults. Some results are not applicable
                                                 because of small sample size.
                                                 n/a Not applicable.
                                                                                                                                     53




Housing

Housing—especially the cost of housing and housing tenure type—affects people’s economic well-
being. The majority of adults owned their homes. Adults who rented their homes were dispropor-
tionately lower-income, Black, or Hispanic. The share of renters who had been behind on their rent
in the prior 12 months was higher than the level before the pandemic. Among homeowners, the
refinancing wave continued, although high-income borrowers were primarily the beneficiaries of this
opportunity.


Living Arrangements
Living arrangements can affect family finances
and well-being. Eighty-six percent of adults                        Table 15. Other people living in household

lived with other people, usually a spouse or a                                            Category                       Percent
partner and frequently their children under age                     Live alone                                             14

18 (table 15). More than half (52 percent) of                       Spouse or partner                                      66
                                                                    Children under age 18                                  25
all adults lived in a household with a spouse
                                                                    Adult children age 18 or older                         16
or partner or with a child under age 18 and
                                                                    Parents                                                13
with no one else. Other types of living arrange-
                                                                    Brothers or sisters                                      6
ments were less common. Still, more than                            Other relatives                                          4
one-fourth of adults (28 percent) lived in a                        Other non-relatives                                      5
household that contains multiple generations                        Note: Among all adults. Respondents (other than those who live
of adults, meaning that the adult respondents                       alone) can select multiple answers.

either lived with their parents or adult children.


Older adults, and older women in particular, were the most likely to live alone. Twenty-one percent
of adults age 65 or older lived alone, and 27 percent of women age 65 or older lived alone. In con-
trast, young adults were very likely to live with their parents. But this rate drops significantly for
adults in their mid- and late 20s: 47 percent of 22- to 24-year-olds lived with their parents com-
pared with 27 percent of 25- to 29-year-olds. Fewer adults in older age cohorts live with their par-
ents: 13 percent of 30- to 44-year-olds live with their parents and 7 percent of 45- to 59-year-olds
live with their parents. Conversely, the share living with a spouse or partner increased with age,
from 26 percent of 22- to 24-year-olds to 52 percent of 25- to 29-year-olds.42




42
     Among adults ages 22 to 24, the majority of those living with a spouse or partner are not married, and a smaller share
     are married. For the older age groups, the majority of adults living with a spouse or partner are married.
54   Economic Well-Being of U.S. Households in 2021




                                                                       A substantial majority of young adults living
      Table 16. Reasons for living with parents
      (by age)                                                         with their parents said that saving money was

                Reason            22–24    25–29    30–44     45–59
                                                                       a reason for their living arrangement. Overall,
      To save money                92          88      63         48   three-fourths of people who lived with their
      To help them financially     31          44      57         61   parents said this was to save money. However,
      To provide help with                                             the direction of financial support flips for
         childcare or
         medical care                7         15      27         45   many older adults who live with their parents.
      To receive help with                                             Fifty-seven percent of adults ages 30 to 44
         childcare or
         medical care              13          16      20         15
                                                                       who lived with their parents said that providing
      Prefer living with others    46          40      36         23   financial help was a reason, as did 61 percent

      Note: Among people living with parents. Respondents could
                                                                       of those ages 45 to 59 (table 16).
      select multiple answers.
                                                                       Another common reason for living with parents
                                                                       was to provide care, especially as people get
     older. Twenty-one percent of people who lived with their parents gave this reason. Adults in their
     30s, 40s, and 50s who lived with their parents were more likely to say that they lived with others
     for caregiving reasons. Forty-five percent of 45- to 59-year-olds who lived with their parents said
     they lived with others to provide care.


     Moving
     The share of people who reported moving in 2021 was unchanged from 2020. Nine percent of
     adults said they moved to their home in 2021. The majority of individuals who moved remained in
     the same state. Just over one in four adults who moved—2 percent of all adults—crossed state
     lines in 2021.

     Moving was generally associated with an increasing distance from family, friends, and other
     informal supports. Thirty-two percent of people who moved in 2021 said they moved farther away
     from family, while 24 percent said they moved closer (figure 29). Forty percent of adults who



      Figure 29. Distance to friends, families, and workplaces after moves



         Extended family                       24                                                          32


                  Friends                            18                                                                    40


        Usual workplace                   27                                                                    34

                                                                                                                 Percent
                                                                       Closer   Farther away


      Note: Among people who moved in 2021. Distance relative to one’s usual workplace is among employed adults. Key
      identifies bars in order from left to right.
                                                                                                                 Housing       55




                                                                   Table 17. Homeownership rate (by age and
moved said they moved farther from friends.                        race/ethnicity)

Another moving pattern that continued in                                            Characteristic              Percent
2021 was employed adults moving farther                            18–29
                                                                   White                                             35
away from their usual workplace. Thirty-four                       Black                                             18
percent of movers who were employed moved                          Hispanic                                          20
                                                                   Asian                                             34
farther away from their usual workplace com-
                                                                   Overall                                           29
pared with 27 percent who moved closer.                            30–44
                                                                   White                                             69
                                                                   Black                                             40
Homeownership and Mortgages                                        Hispanic                                          49
                                                                   Asian                                             71
                                                                   Overall                                           61
Nearly two-thirds of adults owned their homes,                     45–59
though young adults, as well as Black and His-                     White                                             83
                                                                   Black                                             57
panic adults, were less likely to own. Twenty-
                                                                   Hispanic                                          63
nine percent of 18- to 29-year-olds owned                          Asian                                             90
                                                                   Overall                                           76
their homes, compared with 84 percent of
                                                                   60+
people age 60 and older. Within each age                           White                                             88
group, there is substantial variation in the                       Black                                             68
                                                                   Hispanic                                          78
homeownership rate by race and ethnicity. For                      Asian                                             78
example, 4 in 10 Black adults and nearly 5 in                      Overall                                           84

10 Hispanic adults ages 30 to 44 were home-                        Note: Among all adults.

owners. Among White adults in this age range,
nearly 7 in 10 owned their home (table 17).


Many homeowners took advantage of the con-                         Figure 30. Share of homeowners with a
tinued low interest rates in 2021 to refinance                     mortgage who refinanced in the prior year (by
                                                                   family income)
their mortgages. Nearly one-fourth of all
homeowners with a mortgage refinanced their
mortgage within the prior year. Higher-income                      Less than $25,000                   16
homeowners were the predominant group who
                                                                   $25,000–$49,999                    15
opted to refinance (figure 30).43 Nearly 3 in
10 mortgage holders with income of at least                        $50,000–$99,999                              23
$100,000 per year refinanced within the prior
                                                                   $100,000 or more                                       29
12 months, compared with 23 percent of
those with income between $50,000 and                                                                            Percent

$99,999 and 16 percent of those with income
                                                                   Note: Among homeowners with a mortgage.
under $50,000.

43
     This fact holds when considering individuals who refinanced in 2020 as well. Among those who have refinanced in the
     past two years, high-income (those with an income of $100,000 or more) homeowners with a mortgage were about
     twice as likely to have refinanced as those with an income of less than $50,000.
56   Economic Well-Being of U.S. Households in 2021




                                                                       Mortgage holders with a higher mortgage pay-
      Figure 31. Share of homeowners with a
      mortgage who refinanced in the prior year (by                    ment were also more likely to have refinanced
      current month mortgage payment)
                                                                       during the prior year. More than one-third
                                                                       (35 percent) of homeowners with a monthly
          Less than $500       7                                       mortgage payment of $2,000 or more refi-

             $500–$749                 15
                                                                       nanced, compared with 15 percent of home-
                                                                       owners with a monthly payment from $500 to
             $750–$999                      19
                                                                       $749 (figure 31).44
          $1,000–$1,249                     19

          $1,250–$1,499                               26
                                                                       Renting and Evictions
          $1,500–$1,999                                    30
                                                                       More than one in four adults rent their home
          $2,000 or more                                         35
                                                                       (27 percent). Benefits of renting include the
                 Overall                         24                    flexibility to move more easily as well as the
                                                            Percent    convenience of not having to manage repairs.
      Note: Among homeowners with a mortgage.                          But renting can also lead to less-stable living
                                                                       arrangements and less control over living
                                                                       spaces and repairs. Many renters do not own
     their home because of financial circumstances. (See box 3 for a discussion of renters who fell
     behind on rent during the pandemic.)


     Adults with lower income, and those who are Black and Hispanic, are more likely to rent their
     homes. Forty-five percent of adults with a family income of less than $25,000 rent, compared with
     10 percent of adults with family income of $100,000 or more (table 18). Forty-four percent of
     Black adults and 37 percent of Hispanic adults rent, compared with 21 percent of White adults
     and 23 percent of Asian adults.


     Housing tenure varies by other demographic characteristics, including disability status and neigh-
     borhood income. Adults with a disability had a greater likelihood of being renters than adults with
     no disability. Forty-four percent of adults who live in low- and moderate-income neighborhoods rent.
     This is over twice the rate among adults who live in middle- and upper-income neighborhoods.




     44
          While families with more income have higher mortgage payments on average, the increased prevalence of refinancing
          among those with higher mortgage payments holds even when controlling for income. In part, this may reflect that the
          potential savings from refinancing are greater for those with larger loans.
                                                                                                                   Housing     57




Renters with lower family income were fre-
                                                                   Table 18. Share who rent (by demographic
quently cost burdened, meaning that they                           characteristics)
spent more than 30 percent of their income                                              Characteristic            Percent
on rent payments.45 About half of renters with                      Family income
income between $25,000 and $49,999 had                              Less than $25,000                               45
rent payments that exceeded 30 percent of                           $25,000–$49,999                                 36
their income.                                                       $50,000–$99,999                                 24
                                                                    $100,000 or more                                10

Reflecting the flexibility that comes with                          Race/ethnicity

renting, most people who moved were renters.                        White                                           21
                                                                    Black                                           44
Almost three-fourths of people who moved in
                                                                    Hispanic                                        37
the prior year did not own their home before
                                                                    Asian                                           23
the move. In general, these moves were to
                                                                    Disability status
another rental, rather than a home
                                                                    Disability                                      36
purchase—just 26 percent of those who did
                                                                    No disability                                   24
not own their previous house and moved in
                                                                    Metro status
the past year did so for a home that they pur-                      Metro                                           28
chased.                                                             Non-metro                                       21
                                                                    Neighborhood income
Some of these moves, however, resulted from                         Low or moderate income                          44
an eviction. Slightly fewer than 1 percent of                       Middle or upper income                          21
adults, which is about 1.8 million people, said                     Overall                                         27

they moved in the prior year because of an                          Note: Among all adults.
                                            46
eviction or the threat of an eviction.           This
represents approximately 8 percent of all
people who moved during this period.




45
   Cost burdened is defined using the midpoint of both the monthly rent payment range and the family income range and
   comparing the ratio to the 30 percent threshold. The Department of Housing and Urban Development has established
   this “cost burdened” threshold of 30 percent. For details, see U.S. Department of Housing and Urban Development,
   “Rental Burdens: Rethinking Affordability Measures,” https://www.huduser.gov/portal/pdredge/
   pdr_edge_featd_article_092214.html.
46
   In this report, people who experienced an eviction or the threat of eviction include those who reported they were evicted
   or received an eviction notice; had a landlord tell them or a person they were staying with to leave; missed a rent pay-
   ment and thought they would be evicted; or were living in a property that was condemned by the city, forcing them
   to leave.
58   Economic Well-Being of U.S. Households in 2021




       Box 3. Pandemic’s Effect on Rent Payment
       Many renters faced challenges paying their rent before the pandemic, but in the fall of 2021, after
       nearly two years of economic disruptions from the pandemic, a higher share of renters reported they
       had been behind on their rent in the prior 12 months. Moreover, many still owed back rent despite a
       variety of government supports including unemployment benefits, stimulus checks, and rental assis-
       tance.

       More renters were behind on rent in 2021 than before the pandemic. When asked about their rent pay-
       ments before the pandemic, 10 percent of renters reported they had missed a payment at some point
       in 2019.1 In the fall of 2021, a higher 17 percent of renters reported they had been behind on their
       rent in the prior 12 months.

       The pandemic increased the share of renters who were behind on rent for most racial and ethnic
       groups. When compared with pre-pandemic levels, White, Black, and Hispanic renters all saw increases
       in the share behind on rent sometime in the prior 12 months (figure A).



           Figure A. Share of renters behind on rent during the year (by year and race/ethnicity)

              Percent
                                                                                                  22
                                                                 21




                                                    14
                                    13
                                                                                  12


                                                                                                                  9
                                                                                                                                8
                        7




                            White                        Black                         Hispanic                       Asian

                                                                       2019            2021

           Note: Among renters. Key identifies bars in order from left to right.


       Black renters and Hispanic renters were more likely to be behind on rent payments, compared with
       other renters. This disparity was present in 2019 and persisted through the pandemic. In 2021, over
       one in five Black renters and Hispanic renters said they had been behind on rent in the prior year.

                                                                                                                                (continued)

       1
           This question was asked of renters in 2021 about their rent payments in 2019. It was not asked on the 2019 survey.
                                                                                                                                 Housing   59




Box 3—continued
Layoffs during the pandemic likely contributed to difficulty paying rent. Among renters who were laid off
in the prior 12 months, 38 percent were behind on rent, compared with 15 percent of renters who were
not laid off. Differences in layoffs by race and ethnicity may contribute to differences in being behind on
rent since layoffs were more common for Black and Hispanic renters than other renters in 2020
and 2021.

Low-income renters were also hit particularly hard by the pandemic recession. The share of adult
renters with income below $50,000 reporting being behind on rent increased from 12 percent in 2019
to 23 percent in 2021. For renters with income of $50,000 or more, a smaller 6 percent reported in
the fall of 2021 that they had been behind on rent in the prior 12 months—similar to the 5 percent
who said they were behind in 2019.

Many renters who fell behind during the year still carried rental debt as of late 2021. Forty-five percent
of renters who were behind on their rent at some point in 2021 said that they still owed money for back
rent or fees at the time of the survey. This represents 8 percent of renters (2 percent of adults) who
still owed back rent or fees in late 2021. For this group of renters, the mean amount still owed was
$2,064 and the median was $1,200. This mean amount of back rent suggests total estimated back
rent for all renters as of late 2021 was between $9.3 and $10.9 billion.2 These estimates are lower
than October 2021 estimates from the Federal Reserve Bank of Philadelphia ($16.8 billion) and
Moody’s Analytics and the Urban Institute ($16.7 billion).3

2
  These estimates are for adults who are renters. Because respondents who were married could have given the amount of back rent
  for their household, or just their individual share, the lower estimate divides the amount of back rent in half for married couples to
  account for married respondents who may have answered for their household rather than for just themselves.
3
  The Federal Reserve Bank of Philadelphia’s estimate comes from a model simulating job loss and calculates total back rent for
  renters who experienced a job loss during the pandemic (Federal Reserve Bank of Philadelphia, Household Rental Debt during
  COVID-19: Update for August 2021 (Philadelphia: FRB Philadelphia, July 2021), https://www.philadelphiafed.org/-/media/frbp/
  assets/community-development/briefs/updatedhouseholdrentdebt-final.pdf ). Moody’s Analytics and Urban Institute’s estimate
  comes from Moody’s baseline economic forecast and calculates back rent for all renters, including those without a job loss during
  the pandemic (Jim Parrott and Mark Zandi, “The Race to Save Millions from Eviction,” Urban Institute, September 2021, https://
  www.urban.org/sites/default/files/publication/104762/the-race-to-save-millions-from-eviction.pdf). In contrast, the SHED estimates
  rely on survey questions that ask directly about the amount of back rent owed.
                                                                                                                                61




Education

Education is widely recognized as a path to higher income and greater financial well-being. The
pandemic brought widespread education disruptions, including school closures for students of all
ages in 2020. In 2021, K–12 schools largely returned to in-person education. At the time of the
survey, most parents of primary or secondary school students reported that their youngest child
was attending classes completely in person.


This shift to in-person learning likely reduced childcare responsibilities, and most parents said
they preferred in-person classes over online or hybrid options. However, potentially reflecting
ongoing concerns about COVID-19 transmission, some parents whose children were attending
school in person in the fall of 2021 would have preferred online or hybrid classes for their child.


In contrast to the experience of K–12 students, online education remained prevalent at higher edu-
cation institutions in the fall of 2021. Most higher-education students preferred at least some
online classes.


Modes of Learning in Primary and Secondary School
In the fall of 2021, most parents of primary and secondary school students said their children had
returned to completely in-person education after the widespread reliance on online learning in
2020.47 At the time of the survey, 93 percent of parents with children in school said their
youngest child enrolled in K–12 education was attending classes completely in person, compared
to 27 percent with completely in-person classes in 2020.


Even among children attending school in person, however, disruptions occurred because of the
pandemic. Over one-fourth (27 percent) of parents whose youngest child’s classes were com-
pletely in person said that at least once, since the start of the school year, their child was unable
to attend in person because of a pandemic-related disruption. For 7 percent of parents whose
child’s classes were completely in person, a disruption to in-person schooling led them to work
fewer hours or take unpaid leave from work.


Though nearly all parents of K–12 students said that their child’s classes were in person, lower-
income parents were less likely to report in-person K–12 education than higher-income parents.
Ninety percent of parents making less than $25,000 per year said that their child’s classes were

47
     References to a child’s education in this section refer to the individual’s youngest school-age child. Parents of
     school-age children are respondents who lived with their own children under age 18 who were enrolled in a public or pri-
     vate K–12 school. Except where specified, parents who only home-school their children are excluded.
62   Economic Well-Being of U.S. Households in 2021




     in person, compared with 97 percent of parents making $100,000 or more per year. Additionally,
     Black and Asian parents were less likely to say their child was attending school in person than
     White and Hispanic parents.


     However, preferred modes of education also varied by income and race. Nearly 9 in 10 parents of
     school-age children with an annual income of $100,000 or more said they prefer completely
     in-person education, compared with fewer than 7 in 10 parents with an annual income under
     $25,000. Eighty-seven percent of White parents with school-age children said they prefer com-
     pletely in-person education, higher than that seen among Black, Hispanic, or Asian parents
     (figure 32).


      Figure 32. Actual and preferred mode of learning for K–12 (by income and race/ethnicity)


          Family income
      Less than $25,000                                                                               68                                 90

      $25,000–$49,999                                                                                             76                         91

      $50,000–$99,999                                                                                                   80                   92

      $100,000 or more                                                                                                             89                  97

         Race/ethnicity
                                                                                                                                  87               95
                  White
                  Black                                                                        64                                       89

               Hispanic                                                                                           76                              94

                                                                                                                        80              89
                  Asian
                Overall                                                                                                 80                    93

                                                                                                                                                  Percent
                                              Prefers completely in-person education!   Child’s school is completely in person!


      Note: Among parents with a child enrolled in public or private school. Based on the youngest child enrolled in public or
      private school who lives with their parent.




     Additionally, parents’ preferred mode of learning differed by the type and level of the school. Par-
     ents of children in public school were less likely (80 percent) than parents of children in private
     school (89 percent) to prefer completely in-person education, and parents whose youngest child is
     in middle or high school were less likely (76 percent) to prefer in-person class than parents with
     children in elementary school (84 percent).


     Most parents (72 percent) felt that their child’s school was taking the right level of COVID-19 pre-
     cautions. Of those who did not, slightly more felt that the school was taking too few precautions
     (17 percent) than too many (12 percent). This is consistent with the observation that a larger
     share of students had in-person education than parents preferred.
                                                                                                                        Education   63




Parents’ views on the precautions taken by their children’s schools varied along similar lines to
their preferences for in-person education. Low-income parents were more likely than high-income
parents to say their child’s school was not taking enough precautions in light of the pandemic, and
Black parents were over twice as likely as White parents to say this (figure 33).


 Figure 33. Parents’ views on precautions taken by child’s school (by income and race/ethnicity)


         Family income
      Less than $25,000       25                                                                    10
      $25,000–$49,999                  18                                                   7
      $50,000–$99,999                       16                                                           12
      $100,000 or more                               12                                                       14
         Race/ethnicity
                   White                            13                                                             16
                   Black 28                                                             5
                Hispanic             19                                                         8
                   Asian                       15                                       5
                 Overall                  17                                                             12

                                                          Not enough precautions   Too many precautions!                 Percent!


 Note: Among parents with a child enrolled in public or private school. Based on the youngest child enrolled in public or
 private school who lives with their parent. Key identifies bars in order from left to right.




Parents of children in public school were also more likely (18 percent) than those with children in
private school (9 percent) to say their child’s school was not taking enough precautions. However,
parents’ opinions on precautions at school did not vary by the age of their youngest child.


Some parents opted to home school their children in 2021. Just under 1 in 10 parents of
school-age children said that one of their children was home schooled and not enrolled in public or
private school. For most home-schooling parents, this was not because of COVID-19. Fifty-
three percent said that COVID-19 concerns and school safety policies did not contribute to the
decision. This is consistent with observations from other data that about half of the current rate of
home schooling predated the pandemic.48


Of those who home schooled their children for COVID-19-related reasons, most did so because
of concerns about exposure at school. Thirty-seven percent of parents who home school at least
one child said they do so in part because of concern about COVID-19 exposure at school.



48
     The Census Household Pulse Survey indicates that, by the fall of 2020, the share of households with school-age chil-
     dren who home school their children was around 11 percent—about double the share who home schooled at the start
     of the pandemic. See https://www.census.gov/library/stories/2021/03/homeschooling-on-the-rise-during-covid-19-
     pandemic.html. By December 2021, the share of households with school-age children who reported home schooling in
     the Census Household Pulse Survey was still around 11 percent, similar to the share who reported home schooling in
     this year’s SHED.
64   Economic Well-Being of U.S. Households in 2021




     Fourteen percent said they decided to home school their child in part because the local school’s
     safety measures were too strict.


     Perceptions of Children’s Performance in School
     An important factor for parents as they are making work, spending, and housing decisions is the
     effects that these decisions have on their children. Parents may make changes in these areas that
     have implications for their family finances if they feel that their child is falling behind. Conse-
     quently, the survey asked parents how they felt that their child was faring as the educational envi-
     ronment shifted through the pandemic.


     Many parents in the 2020 survey felt that the quality of their children’s education had declined
     amid the pandemic. In 2021, parents generally said their youngest child in K–12 school was doing
     well, both academically and emotionally. Eighty-five percent of parents with a child in public or pri-
     vate school said that their child was doing well academically, 84 percent said that they were doing
     well socially and emotionally, and 84 percent said their child liked school. A slightly smaller
     majority (76 percent) said that their child was prepared for this school year.


     A majority of parents with a child in public or private school also said that their child was doing
     better academically than in 2020. Fifty-six percent said that their child’s academic performance
     improved, compared with 7 percent who said it declined. Similarly, a majority of parents (59 per-
     cent) said their child was doing better socially and emotionally compared with a year earlier, while
     many fewer parents (8 percent) said their child’s social and emotional performance was worse
     than in 2020.


     However, parents of children taking classes partially or completely online were less likely to say
     their child has improved socially and emotionally. Forty-three percent of parents whose youngest
     child was attending classes at least partially online said that their child was doing better socially
     and emotionally than in 2020, compared with 60 percent of parents whose youngest child was
     attending classes completely in person. In addition, parents of children in online or hybrid educa-
     tion were less likely to say that their youngest child likes school or that their child was doing well
     academically (figure 34). The share of parents who said their child had improved academically did
     not differ significantly between those with completely in-person classes and those with online or
     hybrid education.


     While most parents said their youngest school-age child was doing well in school in the fall of
     2021, parents’ assessments of their child’s educational performance varied by race and ethnicity.
     Seventy-six percent of Black parents believed their youngest child was doing well academically,
     lower than the share seen among the other racial and ethnic groups. Similarly, Black parents and
     Hispanic parents were least likely to say that their youngest child was prepared for the school year.
                                                                                                                              Education   65




 Figure 34. Parents’ assessment of child’s performance in school (by mode of education)



            They are doing                                                                                                86
         well academically                                                                                  74


        They are doing well                                                                                             84
   socially and emotionally                                                                                  75


                                                                                                                         85
           They like school
                                                                                                     68

       They were prepared                                                                                     76
      academically to start
           the school year                                                                                    76

                                                         In person       Online or hybrid                                      Percent


 Note: Among parents with a child enrolled in public or private school. Based on the youngest child enrolled in public or
 private school who lives with their parent. Key identifies bars in order from top to bottom.




However, the share of parents who said their
                                                                     Table 19. Parent’s assessment of child’s
child likes school did not differ significantly by                   performance in school (by race/ethnicity)
race and ethnicity (table 19).                                       Percent

                                                                             Assessment             White    Black    Hispanic Asian

Parents’ assessments of their children’s per-                        They are doing well
                                                                       academically                  87          76      83        82
formance in school also increased with
                                                                     They are doing well socially
income. Seventy-seven percent of parents with                          and emotionally               86          76      83        81

under $25,000 in income said their child is                          They like school                84          81      84        86
                                                                     They were prepared
doing well academically, compared with
                                                                       academically to start the
89 percent of parents with $100,000 or more                            school year                   79          70      74        79

in income. Seventy-four percent of parents                           Note: Among parents with a child enrolled in public or private
                                                                     school. Based on the youngest child enrolled in public or private
earning less than $25,000 agreed that their                          school who lives with their parent.
child was doing well socially and emotionally,
whereas 88 percent of parents with income of
$100,000 or more agreed with this statement.


Modes of Learning in Higher Education
While primary and secondary schools largely returned to in-person classes in 2021, online
learning remained prevalent at higher education institutions. More than three-fourths of students
enrolled in higher education said their classes were partly or completely online. Although many
postsecondary students in the 2020 survey expressed concern about the quality of online
classes, 76 percent of college students in 2021 said they prefer online or hybrid education.
66   Economic Well-Being of U.S. Households in 2021




                                                                     Bachelor’s degree students were the least
      Table 20. Prefer online only education (by type
      of degree program)                                             likely to prefer completely online education,

                          Characteristic                   Percent
                                                                     given the situation with the pandemic. Just
      GED, technical, or associate degree                     47     fewer than 3 in 10 students enrolled in bach-
      Bachelor’s degree                                       29     elor’s degree programs said they prefer com-
      Graduate or professional degree                         47     pletely online classes (table 20). In contrast,
      Overall                                                 40     47 percent of students in either technical and
      Note: Among students currently enrolled in higher education.   associate degree programs or graduate and
                                                                     professional degree programs prefer online-
                                                                     only education. This may reflect that technical
     and associate degree students, as well as graduate degree students, were more likely to be older
     adults who may have other responsibilities. Sixty-four percent of technical and associate degree
     students and 78 percent of graduate degree students were over age 24. Among bachelor’s degree
     students, a far lower 36 percent were over age 24.


     College students generally expressed satisfaction with the amount of pandemic-related precau-
     tions taken by their school. Eight in ten postsecondary students said they thought their school was
     taking about the right amount of precautions, while just more than 1 in 10 said their school was
     not taking enough precautions.


     Overall Value of Higher Education
     At the time of the survey, 70 percent of adults had ever enrolled in an educational degree program
     beyond high school, and 36 percent had received a bachelor’s degree. Self-reported financial well-
     being rose strongly with education, although the effects differed across demographic groups
     (see the “Overall Financial Well-Being” section of this report for details on financial well-being by
     education).


     Consistent with the higher rates of financial well-being among those who have more education,
     more than half of adults who went to college said that the lifetime financial benefits of their higher
     education exceeded the financial costs. Meanwhile, one in five said that the costs are higher. The
     rest saw the benefits as about the same as the costs. These self-assessments of the value of
     education have changed little in recent years.


     The self-assessed value of higher education, while generally positive, depends on several aspects
     of a person’s educational experience. Most importantly, those who completed their program and
     received a degree were more likely to see net benefits than noncompleters. For example, among
     those who went to college but did not complete at least an associate degree, 31 percent said the
     benefits of their education exceeded the cost. This fraction jumped to 46 percent of those with an
     associate degree and 67 percent of those with at least a bachelor’s degree.
                                                                                                                   Education      67




The self-assessed value of higher education also differed by age. Among those with at least an
associate degree, older adults were more likely than younger adults to see the benefits of their
education as greater than the costs (figure 35).49 One explanation for this result could be that
older respondents have had a longer time to experience the benefit of their education than
younger respondents. This variation in views on the net benefit of college may also be driven by
the rising cost of higher education—people who attended college more recently likely faced a
higher cost than those who attended college further in the past.50


 Figure 35. Benefits of education exceed costs (by education and age)



                                                                 38

                                                                      40
     Associate degree
                                                                           43

                                                                                             59


                                                                                        56

                                                                                             59
     Bachelor’s degree
               or more                                                                                  70

                                                                                                                    82

                                                                                                                    Percent
                                               18–29            30–44           45–59             60+


 Note: Among adults who attended college. Key identifies bars in order from top to bottom.




Additionally, the gap in valuations of higher education across age groups was wider among those
with higher degree levels. Among those with an associate degree, fewer than 4 in 10 adults under
age 30 said the benefits of their education exceeded the costs, compared with nearly 6 in 10
adults age 60 and over. Among those with a bachelor’s degree or more, this gap was wider—
56 percent of adults under age 30 thought the benefits of their education exceeded the cost, com-
pared with 82 percent of adults age 60 and over.


One potential explanation is that younger adults are more likely to have taken out debt for their
education and to be paying down these loans. Consequently, the costs of education may be more
salient for them than for older adults (see the “Student Loans” section of this report for a discus-
sion of educational debt and the self-assessment of the value of higher education).


49
   If adults currently enrolled in higher education levels are excluded, the share of adults who say the benefits outweigh the
   cost increases with age at every education level.
50
   From 1995 to 2015, net tuition, fees, room, and board rose 54 percent at public four-year institutions and 29 percent at
   private, nonprofit, four-year institutions. See College Board, Trends in College Pricing 2014, https://research.collegeboard.org/
   pdf/trends-college-pricing-2014-full-report.pdf. In the current school year, net tuition, room, board, and fees at public and
   private nonprofit institutions are about the same as they were in the 2014–15 school year (see https://
   research.collegeboard.org/pdf/trends-college-pricing-student-aid-2021.pdf).
68   Economic Well-Being of U.S. Households in 2021




      Figure 36. Changes would now make to earlier education decisions (by education)



                                                                                                                                    67
             Completed more                                                                                                 61
                  education
                                                                                     33
                                                    14
          Not attended college
                                          8
             or less education
                                      6
                                                                                                 43
            Chosen a different                                                  31
                field of study                                                             37
                                                                                           37
                    Attended a                                     22
               different school
                                                                        24

                                                                             Associate degree                                    Percent
                                          Some college or technical degree                      Bachelor’s degree or more


      Note: Among adults who attended college and are not currently enrolled. Respondents could select multiple answers.
      Key identifies bars in order from top to bottom.




     Another contributor to differences in how people viewed their education was the type of institution
     attended.51 Consistent with previous years of the survey, 69 percent of those with bachelor’s
     degrees from public institutions and 63 percent with bachelor’s degrees from private not-for-profit
     institutions saw their educational benefits as greater than their costs. However, 43 percent of
     those with bachelor’s degrees from for-profit institutions felt their education was worth the cost.


     Look Back on Education Decisions
     Another way to assess the value of education is to consider what people would have done differ-
     ently if given the chance. Most people value the education they have, but with the benefit of hind-
     sight and life experience, it is also common to think that different educational decisions could
     have been better.


     Completing more education was the most common change that those with less education would
     have made if they were able to make a change. Sixty-seven percent of those without a college
     degree and 61 percent of those with an associate degree said they would like to have completed
     more education (figure 36). For those with a bachelor’s degree or more, choosing a different field
     of study (37 percent) was the most common change they would make to their education. Few
     people of any education level said they would have completed less education if they could make
     their decisions again.


     51
          Individuals do not self-report the type of institution in the survey. Instead, the institution type is assigned by matching
          the name and location of the college reported by the individual with data from the Center on Postsecondary Research at
          the Indiana University School of Education (https://cpr.indiana.edu/). For individuals who completed an associate or
          bachelor’s degree, institution type is based on the school from which they received the degree. For other individuals, it is
          based on the last school attended.
                                                                                                                          Education   69




 Figure 37. Changes would now make to earlier education decisions (by institution type)



                                                                                                                49
       Completed more                                                                            37
            education
                                                                                                                                58
                                       9
 Not attended college
                                5
    or less education
                                               14
                                                                                                         40
     Chosen a different                                                                       36
         field of study
                                                                                                    38
                                                               23
             Attended a                                                               31
        different school
                                                                                                                     52

                                                 Public      Private not-for-profit        Private for-profit               Percent


 Note: Among adults who attended college and are not currently enrolled. Respondents could select multiple answers.
 Key identifies bars in order from top to bottom.




Additionally, reassessments of educational decisions varied by the type of institution attended.
Slightly over half of those who attended a for-profit institution said they would have attended a dif-
ferent school, compared with 31 percent of those attending a private not-for-profit institution and
23 percent attending a public institution (figure 37). This difference remains even after accounting
for the selectiveness of the institution, level of education completed, the parents’ level of educa-
tion, and demographic characteristics of the student.52


The changes adults who completed at least some college said they would now make to their edu-
cational decisions were also related to the field of study they pursued. In particular, the share who
said they would study a different topic in hindsight varied by fields of study. Forty-eight percent of
those who studied the humanities and arts, and 46 percent of those who studied social and
behavioral sciences, said they would choose a different field. In comparison, a lower share
(24 percent) of those who studied engineering said they would have chosen a different field
(figure 38).




52
     Selective institutions, as defined by the Carnegie Classification, are those whose first-year students’ test scores are in
     the middle two-fifths of baccalaureate institutions; more selective institutions are in the top one-fifth of baccalaureate
     institutions. See also “The Carnegie Classification of Institutions of Higher Education,” web page, http://
     carnegieclassifications.iu.edu/. The remainder are referred to here as “less selective” institutions.
70   Economic Well-Being of U.S. Households in 2021




      Figure 38. Would now choose a different field of study (by field of study)


                     Humanities/arts                                                                                              48
          Social/behavioral sciences                                                                                         46
                   Undeclared/other                                                                                     44
         Vocational/technical training                                                                             42
                           Education                                                                          40
              Business/management                                                                    37
                        Life sciences                                                               36
                                  Law                                                               36
             Physical sciences/math                                                            33
                               Health                                                          33
       Computer/information sciences                                                      32
                          Engineering                                       24
                               Overall                                                                   38
                                                                                                                             Percent


      Note: Among adults who completed at least some college who are not currently enrolled.
                                                                                                                               71




Student Loans

Education debt is prevalent among people who went to college, and especially among younger
adults. In 2021, many student loan borrowers continued to receive delays in payment due dates
for student loan bills because of ongoing pandemic relief measures. Consequently, the share of
borrowers from a range of backgrounds who were behind on their payments in the fall of 2021
declined relative to before the pandemic. Additionally, borrowers who had outstanding student loan
debt at the time of the survey reported higher levels of financial well-being compared with
prior years.


Incidence and Types of Education Debt
Thirty percent of all adults—representing over 4 in 10 people who went to college—said they
incurred at least some debt for their education. This includes 20 percent of college attendees who
still owed money and 22 percent who borrowed but fully repaid their education debts. Adults under
age 30 who attended college were more likely to have taken out loans than older adults, consis-
tent with the upward trend in educational borrowing over the past several decades (figure 39).53


 Figure 39. Acquired debt for own education, including repaid debt (by age and highest degree
 completed)


 Some college                                                          37
                                                                                 42
  or technical                                          27
       degree                      13
                                                                            39
      Associate                                                                       46
        degree                                                          38
                                              20
                                                                                                      58
      Bachelor’s                                                                                           60
         degree                                                                        47
                                                                32
                                                                                                      58
       Graduate                                                                                                 65
         degree                                                                                        59
                                                                            39

                                               18–29         30–44          45–59          60+                       Percent


 Note: Among adults who attended college. Key identifies bars in order from top to bottom.




53
     Student loan borrowing has declined since its peak in 2010–11 but remains substantially above the levels from the mid-
     1990s. (Jennifer Ma and Matea Pender, Trends in College Pricing and Student Aid 2021 (New York: The College Board,
     2021), https://research.collegeboard.org/pdf/trends-college-pricing-student-aid-2021.pdf).
72   Economic Well-Being of U.S. Households in 2021




     The incidence of education debt varied by the type of institution attended. Among those who
     attended public institutions, 40 percent either previously held debt or currently had debt at the
     time of the survey, compared with 57 percent of those who attended private not-for-profit and
     59 percent who attended private for-profit institutions. Among younger cohorts of students, those
     who attended private for-profit institutions were also more likely to have taken out student loans
     than those who attended either private not-for-profit or public institutions.


                                                                          Not all education debt is in the form of stu-
      Table 21. Type of education debt
      Percent                                                             dent loans. Ninety-six percent of those with
                                                                          outstanding debt from their own education
                                                          Child’s or
                                                 Own
                      Debt type
                                               education
                                                         grandchild’s     had student loans, but many borrowers had
                                                          education
                                                                          other forms of education debt as well
      Student loan                                 96           88
                                                                          (table 21). This includes 19 percent who bor-
      Credit card                                  19           12
      Home equity loan                                4          9        rowed with credit cards, 4 percent with a
      Other loan                                   11           11        home equity loan, and 11 percent with some
      Note: Among adults with at least some debt outstanding for          other form. Collectively, 24 percent of bor-
      their own education or a child’s or grandchild’s education. Some    rowers had one or more forms of education
      people had more than one type of debt.
                                                                          debt besides student loans for their own
                                                                          education.


     Most student loan borrowers owe less than $25,000 on their loans. The median amount of educa-
     tion debt in 2021 among those with any outstanding debt for their own education was between
     $20,000 and $24,999. One-quarter of student loan borrowers had less than $10,000 in out-
     standing student debt (figure 40). Student debt balances vary across different demographic
     groups. Borrowers with an income of less than $50,000 a year were more likely to carry lower bal-
     ances of student loan debt.


      Figure 40. Distribution of adults with outstanding debt for their own education


      Percent
                26


                                  19

                                                 15

                                                                                         10                       10
                                                                     7       6                       5



          Less than         $10,000–         $20,000–          $30,000–   $40,000–     $50,000–   $75,000–     $100,000
          $10,000           $19,999          $29,999           $39,999    $49,999      $74,999    $99,999       or above

      Note: Among adults who borrowed for their own education.
                                                                                                          Student Loans      73




Some people also took out education debt to assist family members with their education through
either a co-signed loan with the student or a loan taken out independently. Although this is less
common than borrowing for one’s own education, 4 percent of adults owed money for a spouse’s
or partner’s education, and 4 percent had debt that paid for a child’s or grandchild’s education.
Like debt outstanding for the borrower’s education, debt for a child’s or grandchild’s education can
be in forms other than a student loan.


Student Loan Payment Status
The Coronavirus Aid, Relief, and Economic Security Act (CARES Act) and subsequent executive
orders in response to COVID-19 provided federal student loan payment relief throughout 2021, dra-
matically reducing the share of borrowers who were behind on their payments.54 Among adults
with outstanding debt from their own education, 12 percent were behind on their payments in
2021, a significant decline from the 17 percent who were behind in the fall of 2019, before the
pandemic.55


Consistent with previous years, borrowers with less education were more likely to be behind on
their payments. Twenty-three percent of borrowers with loans outstanding who completed less than
an associate degree reported being behind.56 Among borrowers with an associate degree, 18 per-
cent were behind. The delinquency rate was even lower among borrowers with a bachelor’s degree
(6 percent) or graduate degree (5 percent).


Borrowers who said neither of their parents had completed a bachelor’s degree were more likely to
be behind on their payments than those with a parent who had completed a bachelor’s degree. In
2021, borrowers who did not have a parent with a bachelor’s degree were almost twice as likely to
be behind on their payments as those with a parent who completed a bachelor’s degree
(table 22). However, the difference in repayment status among these groups has narrowed since
the fall of 2019.




54
   Beginning on March 27, 2020, the CARES Act granted relief to student loan borrowers by temporarily pausing
   payments—including principal and interest—on federally held student loans. This payment pause for federal student
   loan borrowers has been extended multiple times by executive orders during the COVID-19 pandemic through all of
   2021 and into 2022. (See U.S. Department of Education at https://studentaid.gov/announcements-events/
   coronavirus).
55
   Borrowers could be behind on payments for student loans or other types of debt for their own education. Although the
   federal student loan pause has been in effect since March 2020, findings from the 2020 survey did not show substan-
   tial improvement in student loan repayment status among borrowers. This could be due to the uncertainty regarding the
   policy and interpretation of the survey questions. Data from the Federal Reserve Bank of New York show a decline in
   student loan delinquency in 2020 and 2021 (Federal Reserve Bank of New York, Quarterly Report on Household Debt
   and Credit (New York: FRB New York, November 2021), https://www.newyorkfed.org/medialibrary/interactives/
   householdcredit/data/pdf/HHDC_2021Q3.pdf).
56
   Currently enrolled students are frequently not required to make payments so are less likely to fall behind. Among those
   with less than an associate degree who are not currently enrolled, a larger 28 percent of borrowers are behind.
74   Economic Well-Being of U.S. Households in 2021




                                                                       Difficulties with repayment also vary by race
      Table 22. Behind on student loan payments for
      own education (by parents’ education,                            and ethnicity. While Black and Hispanic bor-
      race/ethnicity, and institution type)
                                                                       rowers were still disproportionately likely to be
      Percent
                                                                       behind on their debt and were less likely to
                 Characteristic         2019       2021      Change
                                                                       have completely paid off their student loan
      Parents’ education
                                                                       debts, these borrowers saw improvements in
      Parent has completed a
        bachelor’s degree                  9          8         −2     their repayment status. In 2021, 17 percent
      Neither parent has completed a                                   of Black borrowers and 18 percent of Hispanic
        bachelor’s degree                 22         15         −7
                                                                       borrowers reported being behind on their stu-
      Race/ethnicity
      White                               11          9         −2     dent loan debt, compared with 29 and 24 per-
      Black                               29         17        −12     cent in 2019, respectively.
      Hispanic                            24         18         −6
      Institution type                                                 While the percentage of borrowers behind on
      Public                              15         11         −4
                                                                       payments declined over the prior two years,
      Private not-for-profit              11          7         −4
                                                                       disparities in payment status persist based on
      Private for-profit                  27         23         −4
                                                                       the type of institution attended. Twenty-
      Note: Among adults with outstanding debt for their own educa-
      tion. Change reported may not match difference between the       three percent of borrowers who attended for-
      columns because of rounding.
                                                                       profit institutions were behind on student loan
                                                                       payments, versus 11 percent who attended
                                                                       public institutions and 7 percent who attended
                                                                       private not-for-profit institutions.


     Greater difficulties with loan repayment among attendees of for-profit institutions may partly reflect
     the lower returns on degrees from these institutions.57 Indeed, when accounting for race and eth-
     nicity, parents’ education, level of institution (two year or four year), and institution selectivity, the
     relationship between for-profit institution attendance and being behind on student loan payments
     persists. This suggests that the high payment difficulty rates for attendees of for-profit institutions
     reflect characteristics of the schools and is not simply due to the characteristics of their students.


     Although it is common to focus only on those with outstanding debt, many people who borrowed
     for their education had repaid their loans completely. Excluding these people who have paid off
     their debt could overstate difficulties with repayment. Indeed, the share of adults who were behind
     on their payments is much lower when accounting for all who ever borrowed, including those who
     had completely repaid that debt.


     Among those who ever incurred debt for their education, 6 percent were behind on their payments
     at the time of the 2021 survey, 42 percent had outstanding debt and were current on their pay-

     57
          See David J. Deming, Claudia Goldin, and Lawrence F. Katz, “The For-Profit Postsecondary School Sector: Nimble Critters
          or Agile Predators?” Journal of Economic Perspectives 26, no. 1 (Winter 2012): 139–64, https://www.aeaweb.org/
          articles?id=10.1257/jep.26.1.139, for a discussion of the rates of return by education sector.
                                                                                                      Student Loans   75




ments, and 52 percent had completely paid off their loans. Nevertheless, the demographic and
educational characteristics of those who fall behind on payments remain similar when also incor-
porating those who have paid off their loans.


Relation to Financial Well-Being
Consistent with the student loan payment relief and improvements in payment statuses, self-
reported financial well-being among adults with outstanding debt has increased over the pan-
demic. Among all adults who went to college and had outstanding student loan debt, 73 percent
were doing at least okay financially in 2021. This is up from 65 percent who were doing at least
okay financially in 2019.

The improvement in financial well-being among
                                                      Table 23. At least doing okay financially
student loan borrowers occurred among bor-            (by education and debt status)
rowers of all education levels. The 65 percent        Percent

of borrowers with an associate degree who                       Characteristic           2019         2021   Change
reported doing at least okay financially in            Some college, no associate degree
2021 was up 9 percentage points from the               Never had debt                      77          76      −1
                                                       Previously had debt, now repaid     71          74      3
56 percent who were doing at least okay in
                                                       Currently has debt                  51          58      7
2019 (table 23). Among borrowers with some
                                                       Associate degree
college education but no associate degree,
                                                       Never had debt                      85          83      −2
the improvement was 7 percentage points.               Previously had debt, now repaid     79          76      −3
Among those with at least a bachelor’s                 Currently has debt                  56          65      9
degree, the improvement in financial well-             Bachelor’s degree or more
being was 6 percentage points.                         Never had debt                      92          94      2
                                                       Previously had debt, now repaid     92          94      2
                                                       Currently has debt                  75          81      6
In contrast, adults who attended college and
                                                       Note: Among all adults who attended college.
either did not borrow or had already repaid
their student loan debts did not exhibit similar
improvements in financial well-being. For
those with an associate degree who never borrowed, 83 percent were doing okay financially in
2021, as were 76 percent of those who borrowed and paid off their debt. Each of these were
similar to or below the shares doing at least okay in 2019, standing in contrast to the improve-
ments seen among those with outstanding loans. This suggests that the changes in student loan
policies likely contributed to the increase in self-reported well-being among borrowers.


Relation to Self-Assessed Value of Higher Education
The self-assessed value of higher education was lower among those who had outstanding debt.
Among borrowers with outstanding debt, 40 percent said the benefits of their education exceeded
76   Economic Well-Being of U.S. Households in 2021




     the cost. This was below the 63 percent of borrowers who completely paid off their debt and
     51 percent of those who went to college but never had debt.58 Student loan borrowers with out-
     standing debt also were twice as likely as those who repaid their debt to say that the costs of their
     education outweigh the benefits.


     These gaps in perceptions of one’s higher education were particularly notable among those who
     completed a degree. Approximately 3 in 10 adults who attended college but did not complete an
     associate or bachelor’s degree said that the benefits of their education exceeded the costs,
     regardless of their student loan status. However, substantial gaps in perceptions of higher educa-
     tion emerged for those who completed a degree. Just over 3 in 10 associate degree recipients
     with outstanding debt said that the benefits exceeded the costs, compared with half of those
     without outstanding debt. Among bachelor’s degree recipients, the gap in perceptions between
     those with and without outstanding student loan debt is even greater (figure 41). This gap indi-
     cates the extent to which perceptions of higher education are linked to whether individuals had to
     borrow for their education, and whether the returns on their education were sufficient for them to
     repay their student loans.


      Figure 41. Self-assessed value of higher education (by education and debt status)


            Some college, no
            associate degree
               Never had debt                  32                                         46                               22
          Previously had debt,            28                                   37                                     35
                   now repaid
            Currently has debt            31                                  31                                 38

            Associate degree
               Never had debt                            49                                                39                       11
          Previously had debt,                           49                                          31                      19
                   now repaid
            Currently has debt             31                                30                                      39
           Bachelor’s degree
                       or more
               Never had debt                                 72                                                18                   10
          Previously had debt,                                74                                                14                  12
                   now repaid
            Currently has debt                       46                                  19                          35

                                                                                                                                     Percent
                                  Benefits are greater             Costs and benefits are about the same        Costs are greater


      Note: Among adults who attended college. Key identifies bars in order from left to right.




     58
          Differences in the level of education within these debt status groups also contribute to the self-assessment of costs
          and benefits. Those with a bachelor’s degree or higher make up 71 percent of those who attended college and previ-
          ously had debt, compared with 42 percent of those who attended and never had debt.
                                                                                                                                   77




Retirement and Investments

In 2021, retirees’ descriptions of their reasons for retirement and their income sources were con-
sistent with recent years. As was the case in 2020, a sizeable share of recent retirees said
COVID-related factors affected the timing of their retirement decision. Among non-retirees, a higher
share reported they felt like their retirement savings were on track, and a smaller share borrowed
against or cashed out retirement savings, compared with 2020. Yet, differences by age and race
or ethnicity in retirement preparedness among non-retirees remained similar to earlier years.


Current Retirees
Retirees represent a sizeable portion of the adult population. Twenty-seven percent of adults in
2021 considered themselves to be retired, even though some were still working in some
capacity.59 Fourteen percent of retirees had done some work for pay or profit in the prior month.
Consequently, 4 percent of all adults considered themselves retired and were still working.
Retirees with more education were slightly more likely to work in retirement.


In deciding when to retire, most retirees indi-                       Figure 42. Reasons for the timing of retirement
cated that their preferences played a role, but
life events contributed to the timing of retire-
                                                                            Preferences
ment for a substantial share (figure 42). Forty-                           Wanted to do                                       49
                                                                             other things
nine percent of retirees said a desire to do                             Reached normal                                 45
                                                                          retirement age
other things or to spend time with family was
                                                                      Didn’t like the work           14
important for their decision to retire, and
                                                                              Life events
45 percent said they retired because they                                 Health problem                     29

reached a normal retirement age.                                                  Care for           15
                                                                         family members
                                                                          Forced to retire      10
                                                                           or lack of work
Nonetheless, 29 percent said that a health                                                                              Percent

problem was a factor in their decision to
                                                                      Note: Among retirees. Respondents could select mul-
retire, and 15 percent said they retired to care                      tiple answers.

for family members. One in 10 said they were
forced to retire or that work was not available.
Collectively, health problems, caring for family, and lack of work contributed to the timing of retire-
ment for 45 percent of retirees.




59
     In this report, descriptions of current retirees include everyone who reported being retired, including those who also
     reported that they are working.
78   Economic Well-Being of U.S. Households in 2021




     A sizeable share of recent retirees indicated that COVID-19 was a factor in their retirement deci-
     sion. Twenty-five percent of adults who retired in the prior 12 months, and 15 percent of those
     who retired one to two years ago, said factors related to COVID-19 contributed to when they
     retired. Compared with other retirees, recent retirees whose retirement decision was related to
     COVID-19 were more likely to say they retired because they were forced to do so or work was not
     available. While the pandemic may be contributing to retirement decisions for some recent
     retirees, the share of adults who consider themselves to be retired has remained relatively consis-
     tent during the pandemic.60


                                                                         Social Security remained the most common
      Table 24. Sources of income in the prior
      12 months among retirees (by age)                                  source of retirement income, but 79 percent
      Percent
                                                                         of retirees had one or more sources of private
                                               Retirees                  income. This included 57 percent of retirees
                        Source                 age 65     All retirees
                                              and older                  with income from a pension; 43 percent with
      Social Security                            92           78         interest, dividends, or rental income; and
      Pension                                    66           57         32 percent with labor income (table 24).61
      Interest, dividends, or rental income      49           43         Seventy-eight percent of retirees received
      Wages, salaries, or self-employment        25           32
                                                                         income from Social Security in the prior 12
      Cash transfers other than
        Social Security                            7          11         months, including 92 percent of retirees age
                                                                         65 or older.
       Note: Among retirees. Respondents could select multiple
       answers. Sources of income include the income of a spouse
       or partner.
                                                                         While retirees as a group report a generally high
                                                                         level of financial well-being and life satisfaction,
                                                                         those who were not married and those with a
     disability reported lower levels for these subjective measures (table 25).62 In 2021, 81 percent of
     all retirees said they were doing at least okay financially, and 60 percent reported high levels of
     life satisfaction. On average, retirees who were not married were not doing as well, with just
     68 percent saying that they were doing at least okay financially and 49 percent reporting high
     levels of life satisfaction. Retirees with a disability, regardless of their marital status, were less
     likely to report they were doing at least okay financially or that they had high levels of life satisfaction.




     60
        Other recent data have shown an increase in retirements during the pandemic. In part, the difference in findings is
        because retirees in the SHED include some who are retired while also working in some capacity, as well as some who
        are retired but provide other reasons—such as health limitations—as the reason for not working. An alternative defini-
        tion of retirement focuses only on older adults who are not working and who say the reason they are not working is
        because they are retired. By this measure in the SHED, 51 percent of adults age 55 or older were retired in 2021—a
        share that edged up over the course of the pandemic from 48 percent in 2019 and 49 percent in 2020—consistent
        with results from the Current Population Survey using a similar definition (Richard Fry, “Amid the Pandemic, a Rising
        Share of Older U.S. Adults Are Now Retired,” web page, Pew Research Center 2021, https://www.pewresearch.org/fact-
        tank/2021/11/04/amid-the-pandemic-a-rising-share-of-older-u-s-adults-are-now-retired/).
     61
        The type of pension was not specified, so pension income may include income from defined benefit plans, which pay a
        fixed monthly amount, and defined contribution plans, such as 401(k) and 403(b) plans.
     62
        About one-third of retirees were not married, and about one-fourth of retirees had a disability.
                                                                                       Retirement and Investments              79




Retirement Savings among                              Table 25. Financial well-being and life
Non-Retirees                                          satisfaction among retirees (by marital status
                                                      and disability status)
                                                      Percent
Although three-fourths of non-retired adults
had at least some retirement savings, about                                                           At least
                                                                                                                 High life
                                                                      Characteristic                doing okay
one-fourth did not have any (figure 43). This                                                                   satisfaction
                                                                                                    financially
share has remained nearly unchanged since             Married

2019. Among those with retirement savings,            No disability                                       92         70
                                                      Disability                                          77         53
these savings were most frequently in defined
                                                      Overall                                             88         65
contribution plans, such as a 401(k) or
                                                      Not married
403(b), with 55 percent of non-retired adults
                                                      No disability                                       75         54
having money in such a plan. These accounts           Disability                                          58         40
were more than twice as common as tradi-              Overall                                             68         49
tional defined benefit pension plans. Fifty-          Note: Among retirees.
two percent of non-retirees had retirement
savings outside of formal retirement accounts,
up from 48 percent of non-retirees who reported
having such accounts in 2020.

                                                      Figure 43. Forms of retirement savings among
                                                      non-retirees
While most non-retired adults had some type
of retirement savings, only 40 percent of non-
                                                         Defined contribution
retirees thought their retirement saving was                         pension                                              55

on track. Still, the share of non-retirees who                 Savings not in                                          52
                                                         retirement accounts
thought their retirement saving was on track                                 IRA               14              36
increased in 2021, from 36 percent who
                                                      Defined benefit pension                       22
thought their saving was on track in 2020 and                Other retirement             13
                                                                      savings
37 percent who thought their retirement sav-
                                                       Business or real estate           10
ings were on track in 2019. Because retire-
                                                                           None                      25
ment saving strategies differ by circumstances
                                                                                                                    Percent
and age, survey respondents assessed
whether or not they felt that they were on            Note: Among non-retirees. Respondents could select
                                                      multiple answers.
track, but they defined that for themselves.


Retirement savings and perceived preparedness differed across demographic groups. Younger
adults were both less likely to have retirement savings and to view their savings as on track than
older adults. Compared with all non-retirees, Black and Hispanic non-retirees were less likely to
have retirement savings and to view their retirement savings as on track, while White and Asian
non-retirees were more likely to have such savings and say they were on track (table 26).
80   Economic Well-Being of U.S. Households in 2021




                                                                        The lower rates of savings among Black and
      Table 26. Retirement saving and self-assessed
      preparedness (by age, race/ethnicity, and                         Hispanic non-retirees partly reflect the fact
      disability status)
                                                                        that Black and Hispanic adults were, on
      Percent
                                                                        average, younger than the non-retired popula-
                                               Any      Retirement
                      Characteristic       retirement   savings on      tion overall. Even within age cohorts, however,
                                             savings       track        significant differences remained in retirement
      Age
                                                                        savings by race and ethnicity, consistent with
      18–29                                    62          30           patterns seen in previous years.
      30–44                                    75          39

      45–59                                    84          45           Non-retirees with a disability were also less
      60+                                      87          52           likely to have retirement savings and to view
                                                                        their savings as on track. Among non-retirees
      Race/ethnicity
                                                                        with a disability, only 49 percent had retire-
      White                                    81          46
                                                                        ment savings and 17 percent viewed their sav-
      Black                                    64          26
                                                                        ings as on track. Adults with a disability have
      Hispanic                                 61          25
                                                                        a lower rate of employment compared with
      Asian                                    85          52           adults without a disability. (See box 1 for more
      Disability status                                                 on the employment experiences of adults with
      No disability                            79          43           a disability during the pandemic.) In addition,
      Disability                               49          17           adults with a disability who receive means-
                                                                        tested benefits may face asset limits that
      Overall                                  75          40
                                                                        would deter holding any savings they may have
      Note: Among non-retirees.
                                                                        accrued.63


                                                                        Occasionally, retirement savings can also act
     as a source of emergency funds for non-retirees who face economic hardships. Overall, 8 percent
     of non-retired adults tapped their retirement savings—a slight decrease from 2020. Yet, 14 per-
     cent of non-retired adults who had experienced a layoff in 2021 borrowed or cashed out funds
     from their retirement savings. Even so, some non-retirees who may have a need for a reserve fund
     to weather a hardship may not have retirement savings or may have already tapped such savings.
     Forty-three percent of non-retirees who experienced a layoff in the prior 12 months did not have
     self-directed retirement savings at the time of the survey, compared with 26 percent of non-
     retirees who did not experience a layoff.


     Non-retirees with smaller account balances were more likely to have borrowed from, or cashed out,
     funds from their retirement accounts in the prior 12 months (figure 44). Twelve percent of those

     63
          SSI and Social Security Disability Insurance (SSDI) are federal programs to support adults with a disability who meet
          medical and other requirements. SSI recipients must have limited income and resources, but SSDI recipients do not
          have to meet income and resource limits to qualify for benefits. See Social Security Administration, Red Book: A Sum-
          mary Guide to Employment Supports for Persons with Disabilities Under the Social Security Disability Insurance (SSDI) and
          Supplemental Security Income (SSI) Programs, January 2020, https://www.ssa.gov/redbook/.
                                                                                             Retirement and Investments                           81




with account balances under $50,000 bor-
                                                                   Figure 44. Borrowed from or cashed out
rowed from, or cashed out, these accounts,                         retirement savings accounts in the prior 12
                                                                   months (by amount of self-directed retirement
compared with 7 percent of those with                              savings)
account values of $50,000 or more. While
tapping retirement funds could result in
smaller account balances, or the exhaustion                                   None                                6

of such reserves altogether, adults with lower
income (and likely with lower account bal-                        Less than $50,000                                                          12
ances) were more likely to experience shocks
that could prompt them to tap retirement
                                                                         $50,000+                                     7
reserves early.64
                                                                                                                                  Percent

Self-directed retirement accounts frequently                       Note: Among non-retirees.
have complex rules on withdrawals and rely on
individuals to have the skills and knowledge
required to manage their own investments. Non-retirees with self-directed retirement savings
varied in their comfort with making investment decisions for their accounts. Nearly 6 in 10 non-
retirees with self-directed retirement savings expressed low levels of comfort in making investment
decisions with their accounts.


Among those non-retirees with self-directed                        Figure 45. Mostly or very comfortable
savings, a higher share of men were comfort-                       investing self-directed retirement savings (by
                                                                   gender and education)
able managing their retirement investments
compared to women (figure 45). Sixty-four per-
cent of men with a bachelor’s degree were
                                                                                                             37
mostly or very comfortable making investment                          Men                                             45
                                                                                                                                        64
decisions, compared to 33 percent of women
                                                                                                   29
with this level of education who were mostly or                    Women                      26
very comfortable. In fact, the 33 percent of                                                            33
                                                                                                                                    Percent
women with a bachelor’s degree who were                                                      Some college/
                                                                            High school                                    Bachelor’s degree
                                                                            degree or less   technical or                  or more
comfortable investing was similar to the                                                     associate degree

37 percent of men with a high school degree
                                                                   Note: Among non-retirees with self-directed retirement
or less who expressed the same level of                            savings. Key identifies bars in order from top
                                                                   to bottom.
comfort.




64
     For more on early withdrawals and the relationship with economic shocks and income, see Robert Argento, Victoria L.
     Bryant, and John Sabelhaus, “Early Withdrawals from Retirement Accounts during the Great Recession,” Contemporary
     Economic Policy 33, no. 1 (March 2013), https://www.researchgate.net/publication/
     254969212_Early_Withdrawals_from_Retirement_Accounts_during_the_Great_Recession.
82   Economic Well-Being of U.S. Households in 2021




      Figure 46. Responses to financial literacy                                      Financial Literacy and
      questions                                                                       Experience with Investments
                                                                                      To get some sense of individuals’ financial
                Interest                  69                        19       12       knowledge, respondents were asked three
                                                                                      questions—on interest, inflation, and risk
                Inflation                 64                        26        10      diversification, respectively—that are com-
                                                                                      monly used as measures of financial literacy
          Diversification         43                           53                 4   (figure 46).65

                                                                           Percent
                             Correct           Don’t know      Incorrect
                                                                                      Higher shares of adults provided correct
      Note: Among the one-half of respondents who were                                answers to questions about interest and infla-
      asked the questions including “Don't know” as an
      answer choice. Key identifies bars in order from left                           tion than to the question on risk diversifica-
      to right.
                                                                                      tion. The average number of correct answers
                                                                                      was 1.8 out of 3, and 34 percent of adults got
                                                                                      all three correct.


                                                                                      Self-assessed comfort in managing invest-
      Table 27. Financial literacy (by retirement
      savings and comfort investing)                                                  ments was correlated with these measures of
      Percent
                                                                                      financial literacy. Among those with self-

          Presence of retirement savings
                                                                            Don’t     directed retirement accounts, on average,
                                                 Correct    Incorrect       know/
          and level of investing comfort                                              those who expressed comfort with managing
                                                                           Refused
      Has self-directed                                                               their investments answered a larger share of
        retirement savings                         67           7            26
                                                                                      questions correctly (78 percent) than those
            Mostly or very comfortable
             investing                             78           7            15       who expressed little or no comfort (59 per-
            Not or slightly comfortable                                               cent) (table 27). Notably, the share of incor-
              investing                            59           8            33
                                                                                      rect answers did not vary much with invest-
      No self-directed
        retirement savings                         32          11            56       ment comfort. Instead, the number of “don’t
      Retired                                      61           8            31       know” responses fell as investment comfort
      Overall                                      59           8            33       rose. Overall, however, non-retirees with such
      Note: Among the one-half of respondents who were asked the                      accounts still answered more financial literacy
      questions including “Don’t know” as an answer choice.
                                                                                      questions correctly, on average, than either
                                                                                      non-retirees who did not have such accounts
                                                                                      or people who were already retired.




     65
          These questions were developed by Annamaria Lusardi and Olivia Mitchell (see “Financial Literacy around the World: An
          Overview,” Journal of Pension Economics and Finance 10, no. 4 (2011): 497–508) and have been widely used to study
          financial literacy. In the 2021 SHED, half of the respondents received the questions and answer choices developed by
          Lusardi and Mitchell, and the results reported here reflect their responses. The other half of the respondents received
          the same questions without the “don’t know” answer option. Full question wording is available in appendix A and results
          from the group who received the alternative formulation are included in appendix B of the appendixes to this report.
                                                                                              Retirement and Investments          83




Gender differences in financial literacy mirrored differences in being comfortable with the invest-
ment decisions. Women, on average, answered a lower share of financial literacy questions cor-
rectly (52 percent) than men (66 percent). Women were also more likely to select “don’t know” or
to skip questions (39 percent) than men (26 percent). As a result, women, on average, had lower
levels of financial literacy by this measure. Some evidence suggests that one driver of this gender
difference may relate to different levels of experience with financial decisions.66

Financial knowledge appears to be correlated with experience with other investments as well. On
average, people who own individual stock answered 77 percent of the financial literacy questions
correctly. Those who have self-directed retirement savings, but no individual stocks, answered
59 percent correctly, and those with no self-directed retirement savings or stock holdings
answered 32 percent correctly.

The high financial literacy scores among those who own individual stocks is particularly notable
since one of the questions asks if owning individual stocks is riskier than owning a stock mutual
fund. Sixty-three percent of stock owners correctly answered that it is riskier to own an individual
stock, whereas just 33 percent of people who do not own individual stocks answered this question
correctly. Consequently, many people who own individual stocks appear to be aware of this addi-
tional risk and either view the benefits as outweighing the risk or see the individual stocks as part
of their broader investment portfolio.

Financial well-being is higher among people with
                                                                     Figure 47. At least doing okay financially (by
higher rates of financial knowledge. Among                           number of financial literacy questions
those who answered all three of the financial lit-                   answered correctly)

eracy questions correctly, 89 percent were doing
at least okay financially, whereas a lower 64 per-
                                                                     Three                                                   89
cent of those who did not answer any of the
questions correctly were doing at least okay                           Two                                             79

financially (figure 47). This positive relationship
                                                                      One                                         69
between financial well-being and financial lit-
eracy remains even when looking at people                             Zero                                   64

with the same level of education, although the                                                                          Percent
magnitude of differences shrinks. Neverthe-
                                                                     Note: Among the one-half of respondents who were
less, at least a portion of the increase in well-                    asked the questions including “Don’t know” as
being with additional financial knowledge is                         an answer.

likely attributable to other factors rather than
to differences in financial knowledge alone.


66
     Some of the gender gap in financial literacy may relate to specialization in financial tasks within a household, with
     women being less likely to handle the finances. Joanne Hsu finds that women’s financial literacy increases after the
     death of a spouse (see “Aging and Strategic Learning: The Impact of Spousal Incentives on Financial Literacy,” Journal of
     Human Resources 51(4) (Fall 2016): 1036–67).
                                                                                                                             85




Description of the Survey

The Survey of Household Economics and Decisionmaking was fielded from October 29 through
November 22, 2021. This was the ninth year of the survey, conducted annually in the fourth
quarter of each year since 2013.67 Staff of the Federal Reserve Board wrote the survey questions
in consultation with other Federal Reserve System staff, outside academics, and professional
survey experts.


Ipsos, a private consumer research firm, administered the survey using its KnowledgePanel, a
nationally representative probability-based online panel. Since 2009, Ipsos has selected respon-
dents for KnowledgePanel based on address-based sampling (ABS). SHED respondents were then
selected from this panel.


Survey Participation
Participation in the 2021 SHED depended on several separate decisions made by respondents.
First, they agreed to participate in Ipsos’ KnowledgePanel. According to Ipsos, 10.1 percent of
individuals contacted to join KnowledgePanel agreed to join (study-specific recruitment rate). Next,
they completed an initial demographic profile survey. Among those who agreed to join the panel,
61.3 percent completed the initial profile survey and became a panel member (study-specific pro-
file rate). Finally, selected panel members agreed to complete the 2021 SHED.


Of the 18,322 panel members contacted to take the 2021 SHED, 11,965 participated and com-
pleted the survey, yielding a final-stage completion rate of 65.3 percent.68 Taking all the stages of
recruitment together, the cumulative response rate was 4.0 percent. After removing a small
number of respondents because of high refusal rates or completing the survey too quickly, the
final sample used in the report included 11,874 respondents.69


Targeted Outreach and Incentives
To increase survey participation and completion among hard-to-reach demographic groups, Board
staff and Ipsos used a targeted communication plan with monetary incentives. The target
groups—young adults ages 18 to 29; adults with less than a high school degree; adults with

67
   Data and reports of survey findings from all past years are available at https://www.federalreserve.gov/
   consumerscommunities/shed.htm.
68
   Three hundred ninety-five respondents were not included in the analysis because they started, but did not complete, the
   survey (known as break-offs). The study break-off rate for the SHED was 3.2 percent.
69
   Of the 11,965 respondents who completed the survey, 91 were excluded from the analysis in this report because of
   either leaving responses to a large number of questions missing, completing the survey too quickly, or both.
86   Economic Well-Being of U.S. Households in 2021




     household income under $50,000 who are under age 60; and those who are a race or ethnicity
     other than White, non-Hispanic—received additional email reminders and text messages during
     the field period, as well as additional monetary incentives.


     All survey respondents not in a target group received a $5 incentive payment after survey comple-
     tion. Respondents in the target groups received a $15 incentive. These targeted individuals also
     received additional follow-up emails during the field period to encourage completion. Additionally,
     the incentives offered to some targeted individuals increased to $25 during the field period to
     increase the incentive for completion.70


     Survey Questionnaire
     The 2021 survey took respondents 21.6 minutes (median time) to complete.


     A priority in designing the survey questions was to understand how individuals and families—
     particularly those with low- to moderate-income—fared financially in 2021. The questions were
     intended to complement and augment the base of knowledge from other data sources, including
     the Board’s Survey of Consumer Finances. In addition, some questions from other surveys were
     included to allow direct comparisons across datasets.71 The full survey questionnaire can be
     found in appendix A of the appendixes to this report.


     Survey Mode
     While the sample was drawn using probability-based sampling methods, the SHED was adminis-
     tered to respondents entirely online. Online interviews are less costly than telephone or in-person
     interviews and can be an effective way to interview a representative population.72 Ipsos’ online
     panel offers some additional benefits. Their panel allows the same respondents to be
     re-interviewed in subsequent surveys with relative ease, as they can be easily contacted for sev-
     eral years.




     70
        All participants received a pre-notification email before the survey launch. They also received four email reminders
        during the three-week field period in addition to the initial survey invitation. Targeted respondents received two additional
        email reminders over this period. Three days before closing the survey, the email reminder to targeted adults increased
        the incentive for completing the survey from $15 to $25. Of the 5,733 respondents in a targeted group, 251 received
        the higher $25 incentive payment and the rest received the $15 incentive payment.
     71
        For a comparison of results to select overlapping questions from the SHED and Census Bureau surveys, see Jeff Larri-
        more, Maximilian Schmeiser, and Sebastian Devlin-Foltz, “Should You Trust Things You Hear Online? Comparing SHED
        and Census Bureau Survey Results,” Finance and Economics Discussion Series Notes (Washington: Board of Governors
        of the Federal Reserve System, October 15, 2015), https://doi.org/10.17016/2380-7172.1619.
     72
        David S. Yeager et al., “Comparing the Accuracy of RDD Telephone Surveys and Internet Surveys Conducted with Prob-
        ability and Non-Probability Samples,” Public Opinion Quarterly 75, no. 4 (2011): 709–47.
                                                                                                 Description of the Survey   87




Furthermore, internet panel surveys have numerous existing data points on respondents from pre-
viously administered surveys, including detailed demographic and economic information. This
allows for the inclusion of additional information on respondents without increasing respondent
burden.73 The respondent burdens are further reduced by automatically skipping irrelevant ques-
tions based on responses to previous answers.


The “digital divide” and other differences in internet usage could bias participation in online sur-
veys, so recruited panel members who did not have a computer or internet access were provided
with a laptop and access to the internet to complete the surveys. Even so, individuals who com-
plete an online survey may have greater comfort or familiarity with the internet and technology
than the overall adult population, which has the potential to introduce bias in the characteristics of
who responds.


Sampling and Weighting
The SHED sample was designed to be representative of adults age 18 and older living in the
United States.


The Ipsos methodology for selecting a general population sample from KnowledgePanel ensured
that the resulting sample behaved as an equal probability of selection method (EPSEM) sample.
This methodology started by weighting the entire KnowledgePanel to the benchmarks in the latest
March supplement of the Current Population Survey along several geo-demographic dimensions.
This way, the weighted distribution of the KnowledgePanel matched that of U.S. adults. The geo-
demographic dimensions used for weighting the entire KnowledgePanel included gender, age, race,
ethnicity, education, census region, household income, homeownership status, and metropolitan
area status.


Using the above weights as the measure of size (MOS) for each panel member, in the next step a
probability proportional to size (PPS) procedure was used to select study specific samples. This
methodology was designed to produce a sample with weights close to one, thereby reducing the
reliance on post-stratification weights for obtaining a representative sample.


After the survey collection was complete, statisticians at Ipsos adjusted weights in a post-
stratification process that corrected for any survey non-response as well as any non-coverage or
under- and oversampling in the study design. The following variables were used for the adjustment
of weights for this study: age, gender, race, ethnicity, census region, residence in a metropolitan
area, education, and household income. Demographic and geographic distributions for the


73
     This approach also may allow for the retroactive linking of information learned about respondents from other data, as
     was done in 2021 to determine Asian respondents in earlier years of the survey.
88   Economic Well-Being of U.S. Households in 2021




     noninstitutionalized, civilian population age 18 and older from the March Current Population
     Survey were the benchmarks in this adjustment. Household income benchmarks were obtained
     from the 2021 March Current Population Survey (CPS).


     One feature of the SHED is that a subset of respondents also participated in prior waves of the
     survey. In 2021, about one-third of respondents had participated in the fall 2020 survey. Prior
     year case identifiers for these repeat respondents are available in the publicly available dataset,
     along with weights for this subset of respondents. These weights use a similar procedure as
     described above to ensure estimates based on the repeated sample are representative of the
     U.S. population.


     Although weights allow the sample population to match the U.S. population (excluding those in the
     military or in institutions, such as prisons or nursing homes) based on observable characteristics,
     similar to all survey methods, it remains possible that non-coverage, non-response, or occasional
     disparities among recruited panel members result in differences between the sample population
     and the U.S. population. For example, address-based sampling likely misses homeless popula-
     tions, and non-English speakers may not participate in surveys conducted in English.74


     Despite an effort to select the sample such that the unweighted distribution of the sample more
     closely mirrored that of the U.S. adult population, the results indicate that weights remain neces-
     sary to accurately reflect the composition of the U.S. population. Consequently, all results pre-
     sented in this report use the post-stratification weights produced by Ipsos for use with the survey.


     Item Non-response and Imputation
     Item non-response in the 2021 SHED was handled by imputation. Typically, less than 1 percent of
     observations were missing for each question.75 As a result, population estimates were not sensi-
     tive to the imputation procedure and a simple regression approach was used.76




     74
        For example, while the survey was weighted to match the race and ethnicity of the entire U.S. adult population, there is
        evidence that the Hispanic population in the survey were somewhat more likely to speak English at home than the
        overall Hispanic population in the United States. In the 2021 SHED, the 60 percent of Hispanic adults who speak
        Spanish at home is below estimates from the 2019 American Community Survey. See table B16006 at https://
        data.census.gov. See the Report on the Economic Well-Being of U.S. Households in 2017 for a comparison of results to
        select questions administered in Spanish and English at https://www.federalreserve.gov/publications/2018-economic-
        well-being-of-us-households-in-2017-preface.htm.
     75
        Because item non-response is very low in the SHED, 2021 estimates are comparable with prior years where item non-
        response was handled differently.
     76
        A logit regression was used for binary variables, a multinomial logit for categorical variables, an ordinal logit for ordered
        values, and a linear regression for continuous values. Typical predictors included income, education, race and ethnicity,
        age, gender, and metropolitan status, but varied depending on how well they predicted the variable of interest and item
        non-response. Additional predictors were included as appropriate.
                                                                                         Description of the Survey   89




The imputation procedure was carried out as follows:

1. Impute questions, like income and education, to be used in the imputation models throughout.
2. Continue at the beginning of the survey and impute missing values sequentially, question by
      question.


In some cases, the imputation for one question affected later questions by switching an observa-
tion from out-of-universe to in-universe or vice versa. These cases were handled by imputing the
missing “downstream” question response or recoding it to missing, where appropriate.


Each variable in the publicly available SHED dataset has a corresponding imputation flag,
‘var’_iflag, which is set to 1 if the observation was imputed and 0 otherwise.77 For example, the
first question of the survey about whether the respondent lived with their spouse or partner, L0_a,
has a corresponding imputation flag of L0_a_iflag. This question had 31 missing values that were
imputed, accounting for 0.3 percent of all observations.




77
     The survey data can be downloaded at https://www.federalreserve.gov/consumerscommunities/shed_data.htm.
                                                                                                      91




Acknowledgments

This survey and report were prepared by the Consumer and Community Research Section of the
Federal Reserve Board’s Division of Consumer and Community Affairs (DCCA).


DCCA directs consumer- and community-related functions performed by the Board, including con-
ducting research on financial services policies and practices and their implications for consumer
financial stability, community development, and neighborhood stabilization.


DCCA staff members Alicia Lloro, Ellen Merry, Kenneth Brevoort, Kayla Jones, Jeff Larrimore, Jacob
Lockwood, Anna Tranfaglia, Erin Troland, Douglas Webber, and Mike Zabek prepared this report.
Federal Reserve staff members Laura Benedict, Andrea Brachtesende, David Buchholz, Ellen Levy,
Madelyn Marchessault, Kirk Schwarzbach, and Pamela Wilson provided valuable feedback on the
report. The authors would like to thank Eric Belsky, Anna Alvarez Boyd, Eileen Divringi, Dan Gorin,
Simona Hannon, Geng Li, Tenisha Noel, Kamila Sommer, Sarah Stein, and Ann Thompson for their
contributions to new survey questions. The authors would also like to thank Bob Torongo,
Frances Barlas, Poom Nukulkij, and Alyssa Marciniak for their assistance fielding the survey.


If you have questions about the survey or this report, please email SHED@frb.gov.
                                                                                                        93




Corrections

The Federal Reserve revised this report on August 22, 2022, to reflect corrected data
described below.


On page 38, in the Health-Care Expenses section, figure 22, “Forms of medical treatment skipped
because of cost during 2021,” data were corrected for the entry “Dental care” from 13 percent to
17 percent and for the entry “Seeing a doctor or specialist” from 17 percent to 13 percent.


The Federal Reserve revised this report on February 2, 2023, to reflect the corrections
described below.


On page 12, in the Overall Financial Well-Being section, in table 1, “At least doing okay financially
(by demographic characteristics),” “LGBTQ+ status was first identifiable in the 2020 survey” was
corrected to “LGBTQ+ status was first identifiable in the 2019 survey.”


On page 54, in the Housing section, the title of figure 29 was corrected from “Distance to friends,
families, and workplaces in 2020” to “Distance to friends, families, and workplaces after moves”
and the bar lengths were adjusted to match the figure values.


On page 63, in the Education section, the bar lengths of figure 33, “Parent’s views on precautions
taken by child’s school (by income and race/ethnicity),” were adjusted to match the figure values.


On page 71, in the Education section, the bar lengths of figure 39, “Acquired debt for own educa-
tion, including repaid debt (by age and highest degree completed),” were adjusted to match the
figure values.


On page 76, in the Education section, text in the footnote of figure 41, “Self-assessed value of
higher education (by education and debt status),” was corrected from “Among adults ages who
borrowed for their own education” to “Among adults who attended college.”


On page 83, in the Retirement and Investments section, in figure 47, “At least doing okay finan-
cially (by number of financial literacy questions answered correctly),” the text “Key identifies bars
in order from left to right” was removed from the footnote.
     Find other Federal Reserve Board publications (www.federalreserve.gov/publications.htm) or order
those offered in print (www.federalreserve.gov/files/orderform.pdf) on our website. Also visit the site for more
          information about the Board and to learn how to stay connected with us on social media.




                                           www.federalreserve.gov
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