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Emily Wavering Corcoran et al., 2023 Report on Employer Firms: Findings from the 2022 Small Business Credit Survey (2023)

Summary

2023 Report on Employer Firms from the Federal Reserve Banks, published March 2023, presenting findings from the 2022 Small Business Credit Survey. The report team was Emily Wavering Corcoran, Jordan Manes, Lucas Misera and Ann Marie Wiersch of the Federal Reserve Bank of Cleveland. The report's key statistics table shows 40.3 percent of employer firms applied for a loan, line of credit or cash advance, 72.1 percent had outstanding debt, and the approval rate was 79.2 percent. It also shows 44.4 percent had revenue growth in the prior 12 months and 57.0 percent described themselves as in fair or poor condition. Because the survey is not a probability-based sample, the report gives model-based credibility intervals.

Summary drafted by a model from the document's text below and checked by script against that text before publication. It is a navigation aid, not a reading of what the document proves. Where AI is used

Cite this document

“Emily Wavering Corcoran et al., 2023 Report on Employer Firms: Findings from the 2022 Small Business Credit Survey (2023).” Original at www.fedsmallbusiness.org. Archived at Pandemic Darlings, https://pandemicdarlings.com/source-documents/emily-wavering-corcoran-et-al-2023-report-on-employer-firms-findings-f-b3c15aed40/, SHA-256 74f50eeab92ae0f642a7c1f1460816daff16eba66fb79c796d64832894a6b5bf.

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                                                        ISSN 2831-4034 | https://doi.org/10.55350/sbcs-20230308




2023 REPORT ON EMPLOYER FIRMS:
FINDINGS FROM THE 2022
SMALL BUSINESS CREDIT SURVEY


    PUBLISHED MARCH 2023




                  F E DE R A L R E SE RV E BA N K S of
                  Atlanta • Boston • Chicago • Cleveland • Dallas • Kansas City • Minneapolis
                  New York • Philadelphia • Richmond • St. Louis • San Francisco
ACKNOWLEDGMENTS


REPORT TEAM 1
Emily Wavering Corcoran, Federal Reserve Bank of Cleveland
Jordan Manes, Federal Reserve Bank of Cleveland
Lucas Misera, Federal Reserve Bank of Cleveland
Ann Marie Wiersch, Federal Reserve Bank of Cleveland

Please direct media inquiries to Doug Campbell at doug.campbell@clev.frb.org.
Please direct inquiries about research and data in this report to Emily Wavering Corcoran, Small Business Credit Survey program manager,
at emily.corcoran@clev.frb.org.



The Small Business Credit Survey is made possible through collaboration with business and civic organizations in communities across the
United States. The Federal Reserve Banks thank the national, regional, and community partners who share valuable insights about small
business financing needs and collaborate with us to distribute and promote the survey.²
Special thanks to colleagues within the Federal Reserve System, especially the community affairs officers, for their ongoing support for
the SBCS. The 2022 SBCS is the result of the collaborative effort and input of the following individuals in the Federal Reserve System.


NATIONAL SBCS TEAM                                                                   OUTREACH LIAISONS
Emily Wavering Corcoran, Federal Reserve Bank of Cleveland                           Saniha Aziz, Federal Reserve Bank of Dallas
Grace Guynn, Federal Reserve Bank of Atlanta                                         Alaina Barca, Federal Reserve Bank of Philadelphia
Jordan Manes, Federal Reserve Bank of Cleveland                                      Leilani Barnett, Federal Reserve Bank of San Francisco
Lucas Misera, Federal Reserve Bank of Cleveland                                      Surekha Carpenter, Federal Reserve Bank of Richmond
Amber Sherman, Federal Reserve Bank of Cleveland                                     Brian Clarke, Federal Reserve Bank of Boston
Maria Thompson, Federal Reserve Bank of Cleveland                                    Emily Engel, Federal Reserve Bank of Chicago
Ann Marie Wiersch, Federal Reserve Bank of Cleveland                                 Dell Gines, Formerly of the Federal Reserve Bank of Kansas City
                                                                                     Nicholas Haltom, Federal Reserve Bank of Richmond
SURVEY ADVISORS                                                                      Mary Hirt, Federal Reserve Bank of Atlanta
Claire Kramer Mills, Federal Reserve Bank of New York                                Michou Kokodoko, Federal Reserve Bank of Minneapolis
Mark Schweitzer, Federal Reserve Bank of Cleveland                                   Lisa Locke, Federal Reserve Bank of St. Louis
                                                                                     Michelle Luevano, Federal Reserve Bank of Dallas
                                                                                     Erin Mierzwa, Federal Reserve Bank of Philadelphia
                                                                                     Drew Pack, Federal Reserve Bank of Cleveland
                                                                                     Emily Perlmeter, Federal Reserve Bank of Dallas
                                                                                     Ashley Putnam, Federal Reserve Bank of Philadelphia
                                                                                     Janelle Williams, Formerly of the Federal Reserve Bank of Atlanta




The views expressed in this report are those of the authors and not necessarily those of the Federal Reserve Bank of Cleveland or the Federal Reserve System.
Data used in this report may be subject to updates or changes.

1    The report team appreciates the thoughtful comments and guidance from the following Federal Reserve System colleagues: Mary Hirt from the Federal Reserve
     Bank of Atlanta; Mark Schweitzer from the Federal Reserve Bank of Cleveland; Claire Kramer Mills from the Federal Reserve Bank of New York; and Barbara
     Lipman from the Board of Governors of the Federal Reserve System. Thank you to Heather Ann and Paula Austin of the Federal Reserve Bank of Cleveland for
     publication review and report design.
2    For a full list of community partners, please visit www.fedsmallbusiness.org.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS
TABLE OF CONTENTS


i     EXECUTIVE SUMMARY                                              13     FINANCING APPLICATIONS
                                                                     13     Applications for Loans, Lines of Credit, and
iii   NOTES AND DEFINITIONS                                                 Cash Advances
                                                                     14     Loan/Line of Credit/Cash Advance Products
1     PERFORMANCE AND CHALLENGES
                                                                            and Sources
1     Firm Performance, Prior 12 Months
                                                                     15     Loan/Line of Credit/Cash Advance Sources
2     Firm Profitability
                                                                     17     Loan/Line of Credit/Cash Advance Application
3     Revenue and Employment Expectations,                                  Outcomes
      Next 12 Months
                                                                     18     Loan/Line of Credit/Cash Advance Approval Over
4     Operational Challenges                                                Time

5     Workforce Challenges                                           19     Loan/Line of Credit/Cash Advance Approval Rates
                                                                            by Source
7     Financial Challenges
                                                                     21     Satisfaction with Lenders
8     DEBT AND FINANCING                                             22     Challenges with Lenders
8     Debt Outstanding
                                                                     23     DEMOGRAPHICS
9     Financial Services Providers
10    Use of Personal Funding Sources                                26     METHODOLOGY
11    Demand for Financing

12    PANDEMIC-RELATED FINANCIAL
      ASSISTANCE
12    Funding Sought and Received




SUGGESTED CITATION
“2023 Report on Employer Firms: Findings from the 2022 Small Business Credit Survey.” 2023.
Small Business Credit Survey. Federal Reserve Banks.
https://doi.org/10.55350/sbcs-20230308




SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS
EXECUTIVE SUMMARY


INTRODUCTION
The Small Business Credit Survey (SBCS),        The 2022 survey also marks the first since          n   Despite increases in performance indices
a collaboration of all 12 Federal Reserve       2020 in which firms were more likely to say             and profitability year-over-year, firms’
Banks, provides timely information about        they sought traditional financing rather than           self-reported financial condition remains
small business conditions to policymakers       pandemic-related funding. As pandemic-                  little-changed from 2021. Seventeen
and service providers. In 2022, the survey      related funding programs ended, the data                percent of firms reported that they were
reached nearly 8,000 employer small             show an accompanying rise in the share of               in “very good” or “excellent” financial
businesses, collecting information about        firms that sought traditional financing in the          condition in the 2022 survey, an increase
the performance, challenges, and credit-        form of loans, lines of credit, or merchant             of just one percentage point from 2021.
seeking experiences of firms across the         cash advances. The share of these
                                                applicants that were fully approved rose            n   Between 2021 and 2022, the net share
United States.
                                                year-over-year but lags prepandemic levels.             of firms expecting revenue growth in the
Fielded September through November                                                                      next 12 months fell from 42% to 35% and
2022, the most recent SBCS was the third                                                                remains significantly below prepandemic
conducted since the COVID-19 pandemic                                                                   levels. The net share of firms anticipating
began in early 2020. While the 2020 and
                                                SURVEY FINDINGS                                         growth in employment levels also
2021 surveys highlighted the devastating                                                                declined, falling from 31% in 2021 to 27%
                                                The 2022 SBCS yielded 7,864 responses
effects of the pandemic on small employer                                                               in 2022.
                                                from a nationwide convenience sample of
firms, the 2022 survey shows promising          small employer firms with 1–499 full- or            Almost every firm in the survey
signs that some trends are returning to         part-time employees (hereafter “firms”)             experienced at least one operational or
prepandemic norms. For the first time           across all 50 states and the District of            financial challenge in the prior 12 months.
since the 2020 survey, firms in the SBCS        Columbia. This publication summarizes
were more likely to report that revenues        data for firms that were currently operating        n   Ninety-four percent of firms reported
and employment levels increased rather          or temporarily closed at the time of the                an operational challenge. Sixty percent
than decreased in the past 12 months, and       survey. Permanently closed firms are not                reported challenges associated with
the share of firms reporting that they were     included in the sample for this report.                 hiring or retaining qualified staff, and
operating profitably rose substantially year-
                                                                                                        60% reported supply chain issues.
over-year.                                      Revenue, employment, and profitability
                                                each improved from 2021, but expectations           n   Additionally, 94% of firms experienced
Still, there are signs of uncertainty among     worsened year-over-year.                                a financial challenge in the 12 months
respondents: Firms in the most recent
                                                                                                        prior to the survey. Most commonly,
survey remain less likely than firms in         n   For the second consecutive year,
                                                                                                        firms reported challenges with rising
prepandemic surveys to expect revenue               performance indices for revenue and
                                                                                                        costs of goods, services, and/or wages
or employment growth in the coming                  employment growth increased from
                                                                                                        (81%), followed by difficulties paying
year. Additionally, firms reported the              lows in the 2020 survey. Still, both
                                                                                                        operating expenses (54%) and navigating
persistence of challenges, both financial           performance indices remain substantially
                                                                                                        uneven cash flows (54%).
and operational. Financially, around four           beneath those from prepandemic
in five firms cited challenges related to           surveys.                                        n   In response to hiring challenges,
rising costs, and close to half of firms                                                                firms were more likely in 2022 than in
reported difficulties paying operating          n   The share of firms operating at a profit
                                                                                                        2021 to make changes to employee
expenses or navigating uneven cash flows.           rose from 35% in the 2021 survey to 45%
                                                                                                        compensation (for example, raising
Nearly all firms also reported some type            in the 2022 survey. Profitability improved
                                                                                                        wages or enhancing non-wage
of operational challenge. Specifically,             for both the smallest- and largest-revenue
                                                                                                        compensation) and less likely to reduce
firms most often struggled to hire or retain        firms in the survey, and firms within nearly
                                                                                                        business operations or add to their
qualified staff or deal with issues in their        every industry classification were more
                                                                                                        employees’ workload.
supply chains.                                      likely to report operating at a profit in the
                                                    2022 survey than in the prior survey.




SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                                                                                          i
EXECUTIVE SUMMARY
(Continued)



When asked about funding sources used                   The application rate for traditional                      ABOUT THE SURVEY
over the past five years, firms were more               financing rebounded to prepandemic
likely to use personal and government                   levels. The share of firms fully approved                 The SBCS is an annual survey of firms
sources than funding from financial                     increased from 2021 but remains lower                     with fewer than 500 employees. These
institutions.                                           than in 2019.                                             types of firms represent 99.7% of all
                                                                                                                  employer establishments in the United
n   Two-thirds of firms (66%) used the                  n   While applications for pandemic-related               States.³ Respondents are asked to
    owner’s personal savings or funding                     financial assistance declined, the share              report information about their business
    from friends or family in the past five                 of firms that applied for a traditional               performance, financing needs and choices,
    years. Over half of firms (55%) used                    loan, line of credit, or merchant cash                and borrowing experiences. Responses to
    government funding over the same                        advance increased to 40% in 2022, up                  the SBCS provide insights on the dynamics
    period, and another 51% funded their                    from 25% in 2021. Firms’ top reason for               behind lending trends and shed light on
    business through a financial institution                seeking credit was to meet operating                  various segments of the small business
    or lender.                                              expenses, though the reason with the                  population. The SBCS is not a random
                                                            biggest year-over-year increase was                   sample; results should be analyzed with
n   Younger, smaller-revenue firms were                     business expansion.                                   awareness of potential biases that are
    more likely than their counterparts to                                                                        associated with convenience samples.
    rely on funding from an owner’s personal            n   The share of loan, line of credit, and                For detailed information about the survey
    savings or funding from friends or                      cash advance applicants that were fully               design and weighting methodology, please
    family, as were women-owned firms and                   approved rose to 53% in 2022 from 46%                 consult the Methodology section.
    firms owned by people of color.¹                        in 2021. Still, the share of applicants that
                                                            were fully approved remains below the
n   Reliance on government funding sources                  62% that were fully approved in 2019.
    declined as pandemic-related funding
    programs ended. While 91% and 77%                   n   Applicants at small banks were most
    of firms sought pandemic-related                        likely to receive at least partial approval
    financial assistance in 2020 and 2021,                  of their applications (82%), followed
    respectively, just 34% of firms sought                  by applicants at finance companies
    assistance in 2022.                                     and online lenders (76% and 71%,
                                                            respectively).
n   The most common program from which
    firms sought assistance in the prior                n   Among applicants that were approved,
    12 months was the Small Business                        firms that applied to small banks
    Administration’s Economic Injury                        were most satisfied, as 81% reported
    Disaster Loan (EIDL) program. Twenty-                   they were satisfied with their lending
    three percent of firms sought an EIDL                   experiences. Conversely, online lender
    loan in 2022.²                                          applicants were least satisfied, with just
                                                            48% reporting they were satisfied with
                                                            their experiences at their lenders.




1    The SBCS uses US Census-defined categories of race and ethnicity. Throughout this report, we use simplified, mutually exclusive race/ethnicity labels to indicate
     that more than 50% of the business is held by owner(s) of the given race/ethnicity. "White" refers to non-Hispanic white, Middle Eastern, or North African; "Black"
     refers to non-Hispanic Black or African American; "Asian" refers to non-Hispanic Asian or Pacific islander; "American Indian or Alaskan Native" refers to non-
     Hispanic American Indian or Alaskan Native; and “Hispanic” refers to all firms owned by individuals of Hispanic or Latino ethnicity, regardless of their race.
2    Since the start of the pandemic, the SBA distributed $390 billion in EIDL loans, though applications for pandemic-affected applicants closed in early 2022.
     Unlike the SBA’s Paycheck Protection Program loans, EIDL loans are not forgivable and carry an interest rate of 3.75%. For more on the COVID-19 EIDL program,
     see the SBA website.
3    US Census Bureau, County Business Patterns, 2020.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                                                                                                           ii
NOTES AND DEFINITIONS


TIME REFERENCES
Survey questions in the SBCS ask respondents to reference specific time periods. Most questions ask about respondents’ experiences
in the 12 months prior to the time of their response. In some cases, questions ask about conditions at the time of their response. Finally,
some questions ask about respondents’ expectations in the 12 months following the time of their response. The time periods referenced
in the survey are defined as follows throughout this report:
Prior 12 Months. The 12 months prior to the fielding of the survey. For the 2022 SBCS, this is approximately September–November 2021
through September–November 2022.
At Time of Survey. September through November 2022.
Next 12 Months. The 12 months following the fielding of the survey. For the 2022 SBCS, this is approximately September–November 2022
through September–November 2023.


FINANCIAL SERVICES PROVIDERS AND LENDERS
Questions in the SBCS ask respondents about their use of and experiences with lenders and other financial services providers. Because
respondents may not have a uniform understanding of the terms used in the SBCS, the questionnaire provides examples and explanatory
information about the response options.¹ The financial services providers, lenders, and lender categories referenced in the survey are
defined as follows:
Large bank, small bank. Large banks are defined as those with at least $10B in total deposits; small banks are those with less than $10B
in total deposits. For applicable questions, respondents are shown a list of large banks operating in their state to assist them with proper
classification of their institution.
Finance company. Finance companies are nonbanks that provide loans, leases, and other financial services. Examples include mortgage
companies, equipment dealers, insurance companies, and auto finance companies.
Financial company that is not a bank. Examples include payroll services and payments processing companies, fintech lenders, and
finance companies.
Financial institution or lender. This category includes all bank or nonbank financial intermediaries, such as banks, finance companies,
online lenders, and credit unions.
Government funding sources. Examples include the Small Business Administration (SBA), the US Department of Agriculture (USDA), and
state agencies.
Online lender/fintech lender. Online lenders/fintech lenders are nonbanks that operate online. Examples include OnDeck, CAN Capital,
Paypal Working Capital, and Kabbage.
Community development financial institution (CDFI). CDFIs are financial institutions that provide credit and financial services to
underserved markets and populations. CDFIs are certified by the CDFI Fund at the US Department of the Treasury.


CREDIT RISK
Credit risk is determined by the self-reported business credit score or personal credit score, depending on which is used to obtain
financing for the business. If a firm uses both, the weaker score is used. “Low credit risk” is an 80–100 business credit score or 720+
personal credit score. “Medium credit risk” is a 50–79 business credit score or a 620–719 personal credit score. “High credit risk” is a
1–49 business credit score or a <620 personal credit score.




1   See SBCS questionnaire for more details.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                                                                                   iii
PERFORMANCE AND CHALLENGES
Firm Performance, Prior 12 Months

Firm performance improved in 2022, but revenue and employment growth
remain below prepandemic levels.

EMPLOYER FIRM PERFORMANCE, 2022 Survey 1 (% of employer firms)


REVENUE CHANGE, Prior 12 Months                                     N=7,589             EMPLOYMENT CHANGE, Prior 12 Months                                    N=7,538



Increased                                                    44%                        Increased                                  29%



No change                     18%                                                       No change                                                       48%



Decreased                                            38%                                Decreased                          23%




EMPLOYER FIRM PERFORMANCE INDEX, Prior 12 Months 1,2 (% of employer firms)


                                                                                                                                       — Revenue growth
       28%
                                    35%                           34%                                                                  — Employment growth

                                    23%                         21%                                                                                      7%
       19%

                                                                                                                            -9%                          6%

                                                                                                                            -10%
                                                                                               -33%




                                                                                              -63%

    2017 Survey                2018 Survey                  2019 Survey                  2020 Survey                  2021 Survey                   2022 Survey
    N=7,684–7,983              N=6,176–6,438                N=4,810–4,983                N=9,392–9,561               N=10,571–10,617                N=7,538–7,589




1    See Notes and Definitions for details on time period definitions used in the SBCS.
2    The index is the share reporting growth minus the share reporting a reduction in the prior 12 months. Because of rounding, the 2022 revenue index is not equal to
     the difference between the shares shown for firms reporting growth and firms reporting a reduction. Questions were asked separately; therefore, the number of
     observations may differ slightly between questions.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                              Source: Small Business Credit Survey, Federal Reserve Banks                1
PERFORMANCE AND CHALLENGES
Firm Profitability

Firm profitability improved year-over-year between the 2021 and 2022 surveys,
but firms’ self-reported financial condition is little-changed.

SHARE OF FIRMS OPERATING PROFITABLY, By Survey Year 1 (% of employer firms)
                                                                                                                                   2021 Survey
                                                                                                                                       (Profitability at the end of 2020)

All firms N=10,213 and 7,503                                                   35%                         45%                     2022 Survey
                                                                                                                                       (Profitability at the end of 2021)


By industry
Leisure and hospitality                           14%                          25%
N=1,647 and 1,161

Healthcare and education                                               29%                    36%
N=1,345 and 1,055

Manufacturing                                                                         40%                          51%
N=1,066 and 860



By firm revenue size
<$100K                                           13%                    21%
N=2,484 and 1,717

$100K–$1M                                                                                                44%
N=4,889 and 3,622
                                                                              34%

$1M–$10M                                                                                               52%                          63%
N=2,336 and 1,787

>$10M                                                                                                                                      77%                   83%
N=413 and 310




FINANCIAL CONDITION, At Time of Survey 2 (% of employer firms)
                                                                                               Poor  Fair  Good  Very good  Excellent

2020 Survey
N=9,664               24%                                 34%                                               25%                                  11%              6%


2021 Survey
N=10,907              21%                            38%                                                      25%                                 11%              5%


2022 Survey
N=7,864               19%                         38%                                                     27%                                    11%              6%


1    Select industries shown. Revenue size categories have been condensed and simplified for readability. Actual categories are ≤$25K, $25,001–$50K, $50,001–
     $100K, $100,001–$250K, $250,001– $500K, $500,001–$1M, $1,000,001–$5M, $5,000,001–$10M, and >$10M. See Appendix for more details. Number of
     observations varies by year; number of observations for 2021 shown first.
2    Self-reported financial condition at time of survey. See Notes and Definitions for details on time period definitions used in the SBCS. Percentages may not sum to
     100 because of rounding.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                              Source: Small Business Credit Survey, Federal Reserve Banks                   2
PERFORMANCE AND CHALLENGES
Revenue and Employment Expectations, Next 12 Months

Expectations for revenue and employment growth in the next 12 months
declined from last year’s survey and remain lower than prepandemic levels.

EMPLOYER FIRM EXPECTATIONS, 2022 Survey 1,2 (% of employer firms)


EXPECTED REVENUE CHANGE,                                            N=7,674           EXPECTED EMPLOYMENT CHANGE,                                          N=7,599
Next 12 Months                                                                        Next 12 Months


Will increase                                                    56%                  Will increase                                           39%



Will not change                   22%                                                 Will not change                                                   50%




Will decrease                    21%                                                  Will decrease                12%




EMPLOYER FIRM EXPECTATIONS INDEX, Next 12 Months 2,3 (% of employer firms)


                                                                                                                    — Revenue growth expectations
                                                                                                                    — Employment growth expectations
     64%                            63%
                                                                58%


                                                                                                                         42%
                                                                                                                                                      35%
      43%
                                    38%                         38%
                                                                                                                         31%
                                                                                             16%                                                      27%


                                                                                              1%

    2017 Survey                2018 Survey                 2019 Survey                  2020 Survey                 2021 Survey                  2022 Survey
    N=7,736–8,073              N=6,450–6,480                N=4,967–5,024               N=9,412–9,616              N=10,635–10,692               N=7,599–7,674




1    Percentages may not sum to 100 because of rounding.
2    See Notes and Definitions for details on time period definitions used in the SBCS.
3    The index is the share expecting growth minus the share expecting a reduction in the next 12 months. Questions were asked separately; therefore, the number of
     observations may differ slightly between questions.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                            Source: Small Business Credit Survey, Federal Reserve Banks                   3
PERFORMANCE AND CHALLENGES
Operational Challenges

Firms’ most common operational challenges were hiring or retaining workers
and supply chain disruptions.

OPERATIONAL CHALLENGES, Prior 12 Months 1,2 (% of employer firms) 				                                                                                 N=7,817


Hiring or retaining qualified staff                                                                                                                     60%

Supply chain issues                                                                                                                                     60%

Reaching customers/growing sales                                                                                                        51%

Complying with government regulations                                                           29%

Utilizing technology                                                                         27%
Ensuring health/safety of customers                                        18%
or employees
Did not experience any operational challenges                6%




While firms were about as likely to attempt to hire in 2022 as in 2021, a
smaller share said hiring new workers was very difficult.

DIFFICULTY HIRING NEW WORKERS, Prior 12 Months, By Survey Year 2,3 (% of employer firms)
                                                                                                                   Attempted to hire, very difficult
                                                                                                                   Attempted to hire, somewhat difficult
                        27%
                                                                                                                   Attempted to hire, not difficult
                                                     44%                         40%
                                                                                                                   Did not attempt to hire


                        27%

                                                                                 27%
                                                     24%
                        17%
                                                     7%                          10%

                        29%                          25%                         23%


                   2018 Survey                  2021 Survey                 2022 Survey
                       N=4,090                     N=7,960                      N=5,712


1   “Complying with government regulations” includes pandemic-related mandates. “Utilizing technology” includes e-commerce, cyber security, social media, and
    website issues. Respondents could select multiple options. Response option “other” not shown. See Appendix for more details.
2   See Notes and Definitions for details on time period definitions used in the SBCS.
3   Data on hiring and related challenges were drawn from an optional end-of-survey workforce module (78% of employer firm respondents opted to answer in 2022).
    This subset of respondents is re-weighted to be reflective of the overall small-firm population. Workforce module questions were not asked in 2019 or 2020.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                         Source: Small Business Credit Survey, Federal Reserve Banks               4
PERFORMANCE AND CHALLENGES
Workforce Challenges

Among firms facing hiring challenges, the most frequently cited reasons
centered on attracting applicants for open positions.

REASONS FOR DIFFICULTY HIRING WORKERS, 2022 Survey 1 					                                                                                               N=4,093
(% of employer firms reporting that hiring workers was very or somewhat difficult)


Too few applicants                                                                                                                                         72%

Applicants lack job-specific skills, education,                                                                                              62%
or experience
Competition from other employers                                                                          40%

Difficulty retaining newly hired workers                                                         34%

Applicants unable to pass background check,                           16%
credit check, or drug test
Other reasons                                             3%



The share of firms that increased wages in response to hiring challenges rose
year-over-year, while the share of firms that made operational changes declined.

ACTIONS TAKEN IN RESPONSE TO DIFFICULTIES HIRING OR RETAINING WORKERS, 		                                                                                N=4,702
Prior 12 Months 1,2 (% of employer firms reporting that hiring and/or retaining workers was very or somewhat difficult)

                               Changes to
                                employee                                Changes to                                         Changes to
                              compensation                              operations                                       hiring practices
     Percentage point
     change from
                                                                 -4%                  -8%
     2021 Survey
                          +6%                +4%                                                           +5%                 +1%                   +1%


                          65%

    2022
                                                                  52%
    Survey
                                                                                                           44%

                                             26%                                      29%
                                                                                                                               24%                   22%

                        Increased        Enhanced             Increased             Reduced             Increased          Made hiring        Offered remote
                          wages         benefits or          workload for          operations         efforts to find     requirements          work and/
                                         non-wage             employees                                 applicants          less strict         or flexible
                                       compensation         and/or owners                                                                       scheduling



1     Data on hiring and related challenges were drawn from an optional end-of-survey workforce module (78% of employer firm respondents opted to answer in 2022).
      This subset of respondents is re-weighted to be reflective of the overall small-firm population. Respondents could select multiple options.
2     Select response options shown. See Appendix for more details.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                           Source: Small Business Credit Survey, Federal Reserve Banks               5
PERFORMANCE AND CHALLENGES
Workforce Challenges (Continued)

Across firm size and industry categories, firms were more likely in 2022 to
increase wages in response to hiring challenges than they were in 2021.
Larger firms were more likely than smaller firms to increase wages.

SHARE OF FIRMS THAT RAISED WAGES IN RESPONSE TO DIFFICULTIES HIRING OR RETAINING
WORKERS, Prior 12 Months 1 (% of employer firms reporting that hiring and/or retaining workers was very or somewhat difficult)


                                                                                                                                                   2021 Survey
By firm employee size                                                                                                                              2022 Survey
1–4 employees                                                46%                     52%
N=2,428 and 1,766

5–49 employees                                                                                           69%                     75%
N=3,849 and 2,699

50–499 employees                                                                                                                     84%                       91%
N=383 and 267




By industry
Manufacturing                                                                                   65%                           74%
N=694 and 533

Leisure and hospitality                                                                            67%                    72%
N=1,194 and 798

Retail                                                                        56%                          64%
N=707 and 501


Healthcare and education                                                              60%                  64%
N=885 and 671


Professional services                                            49%                           58%
and real estate
N=1,036 and 726




1    Select industries shown. See Appendix for more details. See Notes and Definitions for details on time period definitions used in the SBCS. Data on hiring and
     related challenges were drawn from an optional end-of-survey workforce module (78% of employer firm respondents opted to answer in 2022).
     This subset of respondents is re-weighted to be reflective of the overall small-firm population. Number of observations varies by year; number of observations
     for 2021 shown first.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                             Source: Small Business Credit Survey, Federal Reserve Banks                  6
PERFORMANCE AND CHALLENGES
Financial Challenges

Rising costs of goods, services, and wages were the most commonly reported
financial challenge.

FINANCIAL CHALLENGES, Prior 12 Months 1 (% of employer firms)						                                                                                           N=7,837




    81%                                        54%
                                               Paying
                                                                                                         47%                                   27%
    Rising costs of                                                                                      Weak sales                            Credit
    goods, services,                           operating                                                                                       availability
    and/or wages                               expense




                                               54%
                                               Uneven
                                               cash flow
                                                                                                         32%                                             6%
                                                                                                         Making payments                                 None
                                                                                                         on debt




ACTIONS TAKEN IN RESPONSE TO FINANCIAL CHALLENGES, Prior 12 Months 1			                                                                                       N=7,493
(% of employer firms with financial challenges)


Raised prices the business charges                                                                                                                            56%

Used personal funds                                                                                                                                      53%

Used cash reserves                                                                                                                                       53%

Obtained funds that must be repaid                                                                                               42%

Cut staff, hours, and/or downsized operations                                                                 32%

Made a late payment or did not pay                                                             23%

Obtained funds that do not have to be repaid                                              18%

No action                                                       5%




1     See Notes and Definitions for details on time period definitions used in the SBCS. Respondents could select multiple options. Response option “other” not shown.
      See Appendix for more details.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                             Source: Small Business Credit Survey, Federal Reserve Banks                 7
DEBT AND FINANCING
Debt Outstanding

Though the share of firms with outstanding debt has nearly returned to
prepandemic levels, the share of firms holding larger amounts of debt—more
than $100K—remains higher than in 2019.

AMOUNT OF OUTSTANDING DEBT, At Time of Survey, By Survey Year 1,2 (% of employer firms)

                                                                                                                                      No outstanding debt
30%                         29%                       21%                       26%                           28%
                                                                                                                                      <$100K
                                                                                                                                      >$100K
                                                      35%
                            40%                                                 34%                           32%
38%




                                                      45%
                                                                                40%                           40%
32%                         31%




2018 Survey             2019 Survey               2020 Survey              2021 Survey              2022 Survey
    N=6,451                 N=5,063                  N=9,443                  N=10,679                  N=7,708



AMOUNT OF OUTSTANDING DEBT, At Time of 2022 Survey 1,2 (% of employer firms)				                                                                      N=7,708



                           60% hold $100K or less                                                         40% hold more than $100K

      28%



                                                                                                   17%
                                                                                                                           16%

                             13%
                                                                            10%
                                                     8%
                                                                                                                                                    7%



No outstanding             ≤$25K                $25K–$50K             $50K–$100K             $100K–$250K               $250K–$1M                    >$1M
    debt


1    Respondents were instructed to exclude loans they expected would be forgiven from their outstanding debt (for example, PPP loans).
     See Notes and Definitions for details on time period definitions used in the SBCS.
2    Categories have been simplified for readability. Actual categories are ≤$25K, $25,001–$50K, $50,001–$100K, $100,001–$250K, $250,001–$1M, and
     >$1M. Percentages may not sum to 100 because of rounding.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                         Source: Small Business Credit Survey, Federal Reserve Banks           8
DEBT AND FINANCING
Financial Services Providers

87% of firms use either a large or small bank as a financial services provider.

USE OF FINANCIAL SERVICES PROVIDERS 1,2 (% of employer firms)					                                                                                       N=7,835


Large bank                                                                                                                                                56%

Small bank                                                                                                                     43%

Financial company that is not a bank                                                    24%

Credit union                                                 13%

Other                                             3%

None, business does not use financial              4%
services



Reliance on personal sources and government funding has increased since 2019.


SOURCES OF FUNDING, Past Five Years, By Survey Year 2,3 (% of employer firms)

                                                                                            — Financial institution or lender
                                                                        66%
    62%                                                                                     — Owner’s personal savings, friends, or family
    56%                                                                 55%
                                                                                            — Did not obtain any funds from outside the business
                                                                        51%
                                                                                            — Nonprofit/community-based funding source
                                                                                            — Other source
                                                                                            — Government funding sources*

    15%
                                                                        8%
    5%                                                                                      * Given the introduction of large pandemic-related
                                                                        5%
    4%                                                                                      funding programs, “government funding sources”
                                                                        1%                  was added as a discrete answer choice in the 2022
                                                                                            survey. In 2019, government sources were accounted
    2019 Survey                                              2022 Survey
        N=5,148                                                 N=7,823                     for in the “other source” category.




1    Financial services providers are those at which the firm has an account or uses other financial services, including loans and payments processing.
     See Notes and Definitions for details on financial services provider definitions used in the SBCS.
2    Respondents could select multiple options.
3    The question about sources of funding used in the past five years was asked most recently in the 2019 SBCS. The response options were updated in 2022,
     so some source categories are combined to show the comparison across years.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                           Source: Small Business Credit Survey, Federal Reserve Banks              9
DEBT AND FINANCING
Use of Personal Funding Sources

Younger, smaller-revenue firms were more likely than their counterparts to rely
on funds from an owner’s personal savings or funds from friends or family.

SHARE OF FIRMS THAT RELIED ON FUNDS FROM THE OWNER’S PERSONAL SAVINGS, FRIENDS,
OR FAMILY IN PAST FIVE YEARS, 2022 Survey 1 (% of employer firms)
By age of firm
0–5 years N=2,064                                                                                                                                          83%

6–20 years N=3,446                                                                                                          63%

21+ years N=2,313                                                                                            51%


By firm revenue size
<$100K N=1,789                                                                                                                                           81%

$100K–$1M N=3,740                                                                                                                          68%

$1M–$10M N=1,812                                                                                                 53%

>$10M N=312                                                                          35%


By race/ethnicity of owner(s)
Black N=1,456                                                                                                                                          79%

Hispanic N=908                                                                                                                                72%

Asian N=563                                                                                                                                70%

White N=4,761                                                                                                                      65%

American Indian or Alaskan                                                                                         56%
Native N=135


By gender of owner(s)
Women-owned N=3,483                                                                                                                               74%

Men-owned N=3,532                                                                                                                 64%


By age of firm’s primary owner
Under 45 N=1,609                                                                                                                                     77%

45–64 N=4,422                                                                                                                        66%

65+ N=1,424                                                                                                             58%

1   Select firm categories shown. See Appendix for more details. Revenue size categories have been condensed and simplified for readability. Actual categories are
    ≤$25K, $25,001–$50K, $50,001–$100K, $100,001–$250K, $250,001–$500K, $500,001–$1M, $1,000,001–$5M, $5,000,001–$10M, and >$10M.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                           Source: Small Business Credit Survey, Federal Reserve Banks               10
DEBT AND FINANCING
Demand for Financing


APPLICATIONS FOR FINANCING


As shown on page 9, small businesses turned to a wide range of funding sources during the last five years, and these sources have
changed considerably since 2019. During the COVID-19 pandemic, firms sought and received funds through various large government
programs. At the same time, the financial struggles of many small businesses meant that some were unable to qualify for traditional
financing. Additionally, firms engaging with financial services providers interacted with their providers in new ways—and in some cases,
with new providers—as services were increasingly offered online.

With the changes in the small business credit environment, the Small Business Credit Survey questionnaire has evolved to better assess
small firms’ experiences.¹ Changes to the questionnaire affect the year-over-year comparability of certain metrics. In some cases,
questions yielded unexpected results that require deeper investigation. As such, this report focuses on findings for firms’ experiences with
the most common forms of financing—specifically, applications for loans, lines of credit, and merchant cash advances—as that portion of
the questionnaire was little-changed from past years.²




                40% of employer firms                                                          34% of employer firms
                sought loans, lines of credit,                                                 sought pandemic-related
                or cash advances in the                                                        financial assistance in the
                prior 12 months.                                                               prior 12 months.



PERFORMANCE OF APPLICANT AND NONAPPLICANT FIRMS 3 (% of applicants and nonapplicants)

                                                                                                                                   Applicants N=2,780–5,162
                                                                                                                                   Nonapplicants N=1,766–2,702
                                                                 85%
                                                 78%                                                           80%

                                                                                              61%
                     51%
    41%

                                                                                                                                           26%
                                                                                                                                                           17%

         Profitable                                In at least fair                             Low credit risk                                  Growing
                                                financial condition



1    See Methodology for an explanation of changes to the 2022 questionnaire.
2    For brevity, merchant cash advances are referred to as cash advances throughout the report.
3    Applicant firms include only those firms that sought loans, lines of credit, or cash advances in the prior 12 months. Profitability is as of the end of 2021.
     See Notes and Definitions for details on credit risk definitions used in the SBCS. Growing firms are defined as those that increased revenues and employees in the
     prior 12 months and that plan to increase or maintain their number of employees over the next 12 months. Number of observations varies by question.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                             Source: Small Business Credit Survey, Federal Reserve Banks                11
PANDEMIC-RELATED FINANCIAL ASSISTANCE
Funding Sought and Received

Firms continued to rely on pandemic-related financial assistance, though as
programs became less available, fewer firms turned to these programs than in
the past two years.

SHARE OF FIRMS THAT SOUGHT FINANCIAL                                                     SHARE OF FIRMS THAT RECEIVED FINANCIAL
ASSISTANCE, Prior 12 Months 1 (% of employer firms)                                      ASSISTANCE, Prior 12 Months 1 (% of employer firms)


       91%                                                                                        87%
                                    77%
                                                                                                                              66%




                                                                 34%
                                                                                                                                                           31%



    2020 Survey                2021 Survey                  2022 Survey                      2020 Survey                  2021 Survey                 2022 Survey
      N=9,565                     N=10,760                     N=7,864                          N=9,357                      N=10,583                     N=7,755




TYPES OF FINANCIAL ASSISTANCE SOUGHT, Prior 12 Months 1,2 (% of employer firms)                                                    		                           N=7,864



EIDL loan                                                          23%
                                                                                              According to the SBA, small businesses have received
                                                                                              approximately $390 billion in EIDL loans since the start
Grant from state/local government funds                                                       of the pandemic. These loans have a 3.75% interest
                                                                19%
                                                                                              rate, and repayment begins 24 months after the
                                                                                              proceeds are disbursed.
EIDL advance                                               12%
                                                                                              SBCS data indicate that Asian-owned firms and leisure
                                                                                              and hospitality firms are among the most likely to
                                                               6%                             have sought EIDL loans (36% and 37%, respectively,
Grant from nonprofit foundation
                                                                                              compared to 23% of all employer firms).


Loan from state/local government funds                       5%


Did not seek pandemic-related financial                                                                66%
assistance




1    "Financial assistance” includes all forms of pandemic-related financial assistance available in the 12 months prior to the survey (for example, PPP, EIDL, state/
     local loan and grant programs). See Notes and Definitions for details on time period definitions used in the SBCS.
2    Respondents could select multiple options.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                               Source: Small Business Credit Survey, Federal Reserve Banks                   12
FINANCING APPLICATIONS
Applications for Loans, Lines of Credit, and Cash Advances

In 2022, applications for the most common types of traditional financing—loans,
lines of credit, and cash advances—rebounded above prepandemic levels.

SHARE OF FIRMS THAT APPLIED FOR LOANS, LINES OF CREDIT, OR CASH ADVANCES,
Prior 12 Months, By Survey Year 1 (% of employer firms)


                                                                                                                                                           40%
                                      36%                          37%
         34%

                                                                                                28%
                                                                                                                             25%



     2017 Survey                 2018 Survey                  2019 Survey                   2020 Survey                  2021 Survey                  2022 Survey
        N=8,169                      N=6,614                      N=5,154                      N=9,407                      N=10,580                      N=7,864




REASONS FOR APPLYING, Prior 12 Months, By Survey Year 1,2 (% of loan, line of credit, and cash advance applicants)


                                                                                                           65%              —        Meet operating expenses
                                                                                  63%
                                                         59%                                                                —        Expand business, pursue
       56%                      56%                                                                                                  new opportunities, or
                                                                                                           53%                       acquire business assets
       47%
                                 45%                                                                                        —        Replace capital assets or
                                                                                  44%                                                make repairs
                                                         39%
                                                                                                                            —        Refinance or pay down debt
                                32%                                               33%                      32%
       29%                                               35%

                                                                                  29%                      28%

                                                         22%
       20%
                                18%

    2018 Survey            2019 Survey              2020 Survey              2021 Survey              2022 Survey
      N=2,526                  N=2,036                  N=2,773                  N=2,693                  N=3,331




1      Excludes pandemic-related financial assistance applications. See Notes and Definitions for details on time period definitions used in the SBCS.
2      Respondents could select multiple options. For comparability of 2022 data with past survey years, this chart shows experiences of loan, line of credit, and cash
       advance applicants and, as such, may differ slightly from similar charts in past reports that showed findings for all applicants.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                               Source: Small Business Credit Survey, Federal Reserve Banks                    13
FINANCING APPLICATIONS
Loan/Line of Credit/Cash Advance Products and Sources


APPLICATION RATE BY TYPE OF LOAN, LINE OF CREDIT, OR CASH ADVANCE 1			                                                                                    N=3,320
(% of loan, line of credit, and cash advance applicants)



Line of credit                                                                                                                                              43%

Business loan                                                                                                                  34%

SBA loan or line of credit                                                                    23%

Auto or equipment loan                                       12%

Personal loan                                  7%

Merchant cash advance                          7%

Mortgage                                  5%

Home equity line of credit                5%




Applicants were more likely to seek financing at large banks than at other sources.

CREDIT SOURCES APPLIED TO 1,2 (% of loan, line of credit, and cash advance applicants) 		                                          		                     N=3,226




        43%



                                    30%

                                                               22%


                                                                                            13%
                                                                                                                         8%                          4%


    Large bank                  Small bank                 Online lender            Finance company                Credit union                      CDFI




1    Respondents could select multiple options. Excludes pandemic-related financial assistance applications. Response option “other” not shown.
     See Appendix for more details.
2    See Notes and Definitions for details on time period definitions and lender descriptions used in the SBCS.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                           Source: Small Business Credit Survey, Federal Reserve Banks             14
FINANCING APPLICATIONS
Loan/Line of Credit/Cash Advance Sources

CREDIT SOURCES APPLIED TO, By Survey Year 1 (% of loan, line of credit, and cash advance applicants)

                                                                                                                                        —        Large bank
                                                                                                               43%
                                          40%                               40%                                                         —        Small bank

                                                                                                                                        —        Online lender
        35%                               39%
                                                                            33%                                                         —        Finance company
    33%                                                                                                        30%
                                                                                                                                        —        Credit union
        30%                                                                                                                             —        CDFI
                                                                                                               22%
                                                                             20%
                                           17%
        15%                                                                  15%
                                          12%                                                                  13%

                                                                                                                8%
         7%                                 7%                                7%

                                                                              3%                                4%
          2%                               3%


    2019 Survey                      2020 Survey                        2021 Survey                       2022 Survey*
      N=1,901                            N=2,574                            N=2,607                            N=3,226


                                                          * The survey methodology was revised in 2022 to enable more accurate identification of lender
                                                          types than in prior years. As such, the year-over-year changes in source application rates
                                                          reflect, in part, the more precise lender categorization. See Methodology for more details.




CREDIT SOURCES APPLIED TO, By Credit Risk of Firm, 2022 Survey 1,2 (% of loan, line of credit, and cash advance applicants)


                                                                                                                                         Low credit risk
     44%                                                                                                                                  N=1,483
                40%
                                                                        37%                                                              Medium/high credit risk
                                 34%                                                                                                      N=1,206




                                           20%
                                                              15%                                   14%
                                                                                          13%
                                                                                                                                 10%                4%        4%
                                                                                                                         8%

      Large bank                  Small bank                 Online lender             Finance company                   Credit union                    CDFI


1      Select lenders shown. See Appendix for more details. Respondents could select multiple options. Excludes pandemic-related financial assistance applications.
       In the 2022 survey, details on firms’ experiences with lenders were collected only for the two most recent applications. For comparison purposes, percentages
       shown here from the 2019, 2020, and 2021 surveys include only firms’ two most recent applications; therefore, percentages may vary slightly from past reports.
       See Notes and Definitions for details on lender descriptions used in the SBCS.
2      See Notes and Definitions for details on time period and credit risk definitions used in the SBCS.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                              Source: Small Business Credit Survey, Federal Reserve Banks               15
FINANCING APPLICATIONS
Loan/Line of Credit/Cash Advance Sources (Continued)

Bank applicants most often cited their existing relationship with their lender
as the top factor influencing where they applied. Online lender and finance
company applicants prioritized the speed of a decision or funding.

FACTORS INFLUENCING WHERE FIRMS APPLY 1 (% of loan, line of credit, and cash advance applicants at source)


                                                                                                                   63%
Existing relationship with lender                                                                                     67%
                                                                         32%
                                                                       29%

                                                                       29%
Chance of being funded                                                       34%
                                                                                               48%
                                                                                                                               Online lender applicants
                                                                                36%
                                                                                                                               chose their lender based
                                                                 25%                                                           on the expected speed
                                                                 25%                                                           of a decision or funding
Cost or interest rate
                                                     15%                                                                       and their perceived
                                                              22%                                                              chance of being funded.

                                                                24%
Speed or decision of funding                                            30%
                                                                                                        55%
                                                                                    39%

                                                              22%
No collateral was required                     11%
                                                                                             46%
                                                                   26%

                                                        18%
Recommendation or referral                             17%
                                                 12%
                                                   16%

                                                       17%
                                                        18%
Flexibility of product
                                                         20%
                                                          21%

                                              10%
                                              9%
Denied by other lenders
                                                                    27%
                                                         18%

 Large bank N=1,380              Small bank N=796                  Online lender N=782  Finance company N=393

1    Respondents could select multiple options. Select lenders and response options shown. See Appendix for more details. See Notes and Definitions for details on
     lender descriptions used in the SBCS.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                            Source: Small Business Credit Survey, Federal Reserve Banks              16
FINANCING APPLICATIONS
Loan/Line of Credit/Cash Advance Application Outcomes

Approval rates on loan, line of credit, and merchant cash advance applications
improved year-over-year, but the share fully approved remains below
prepandemic levels.

OUTCOMES FOR LOAN, LINE OF CREDIT, OR CASH ADVANCE APPLICANTS, Prior 12 Months, By Survey Year 1,2
(% of loan, line of credit, and cash advance applicants)



                                                                                                     34%                                         Denied
    24%                       22%                    19%                     26%                                                 21%
                                                                                                                                                 Partially approved

                                                     19%                                                                                         Fully approved
    19%                       21%                                                                                                26%
                                                                             23%
                                                                                                    20%
                                                     62%
    57%                       58%
                                                                             50%                                                 53%
                                                                                                    46%




    2017 Survey          2018 Survey             2019 Survey            2020 Survey             2021 Survey            2022 Survey
      N=2,695                N=2,297                N=1,835                 N=2,433                N=2,426                 N=3,026



SHARE OF APPLICANTS AT LEAST PARTIALLY APPROVED BY TYPE OF LOAN, LINE OF CREDIT, OR
CASH ADVANCE 2,3 (% of loan, line of credit, and cash advance applicants)

Merchant cash advance N=213                                                                                                                                     90%

Auto or equipment loan N=354                                                                                                                              87%

Mortgage N=145                                                                                                                                        85%

Business line of credit N=1,256                                                                                                              76%

Personal loan N=201                                                                                                                   70%

Business loan N=1,020                                                                                                            66%

SBA loan or line of credit N=702                                                                                              64%

Home equity line of credit N=118                                                                                          62%

1     See Notes and Definitions for details on time period definitions used in the SBCS. In the 2022 survey, details on firms’ experiences with lenders were collected
      only for the two most recent applications. For comparison purposes, percentages shown here from the 2017–2021 surveys include only firms’ two most recent
      applications; therefore, percentages may vary slightly from past reports.
2     Excludes pending applications and all applications for pandemic-related financial assistance.
3     Response option “other” not shown in chart. See Appendix for more details.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                               Source: Small Business Credit Survey, Federal Reserve Banks                   17
FINANCING APPLICATIONS
Loan/Line of Credit/Cash Advance Approval Over Time

Of applicants that sought loans, lines of credit, and cash advances, Black-
owned firms and leisure and hospitality firms were among those least likely to
be fully approved in 2022. For most firm categories, financing approval rates
declined from prepandemic levels.

SHARE OF APPLICANTS THAT WERE FULLY APPROVED, By Survey Year 1
(% of loan, line of credit, and cash advance applicants)

                                                                                                                                                 2019 Survey
By race/ethnicity of owner(s)
                                                                                                                                                 2022 Survey
White                                                                                           58%                       66%
N=1,405 and 1,775

Hispanic                                                           38%                      46%
N=150 and 352

Asian                                                       33%                             46%
N=61 and 198

Black                                    20%                              34%
N=192 and 651




By firm revenue size

<$100K                                                      32%                                     50%
N=220 and 623

$100K–$1M                                                                            49%                            61%
N=813 and 1,391

$1M–$10M                                                                                                         68%              70%
N=661 and 776

>$10M                                                                                                                                  83%                  88%
N=109 and 185



By industry
Manufacturing                                                                                              64%               67%
N=254 and 386

Professional services and
real estate N=364 and 521                                                                   54%                   59%

Leisure and hospitality                                            36%                                                   64%
N=176 and 414




1    Excludes pending applications and all application for pandemic-related financial assistance. Select firm categories shown. American Indian- and Alaskan Native-
     owned firms not shown because of sample size limitations. Revenue size categories have been condensed and simplified for readability. Actual categories are
     ≤$25K, $25,001–$50K, $50,001–$100K, $100,001–$250K, $250,001–$500K, $500,001–$1M, $1,000,001–$5M, $5,000,001–$10M, and >$10M. See Appendix for
     more details. Number of observations varies by year; number of observations for 2019 shown first.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                            Source: Small Business Credit Survey, Federal Reserve Banks               18
FINANCING APPLICATIONS
Loan/Line of Credit/Cash Advance Approval Rates by Source

Overall financing approval rates were highest at small banks; however,
medium- and high-credit-risk applicants were more likely to be approved at
nonbank lenders.

SHARE OF APPLICANTS AT LEAST PARTIALLY APPROVED 1 (% of loan, line of credit, and cash advance applicants at source)


Small bank N=760                                                                                                                                               82%

Finance company N=370                                                                                                                                    76%

Online lender N=755                                                                                                                           71%

Large bank N=1,316                                                                                                                        68%

Credit union N=246                                                                                                                   65%

CDFI N=151                                                                                                                59%




SHARE OF APPLICANTS AT LEAST PARTIALLY APPROVED, By Credit Risk of Firm, By Source 1,2
(% of loan, line of credit, and cash advance applicants at source)

                                                                                                                                         Low credit risk
                                                                                                                                          N=185–633

                                                                                                                                         Medium/high credit risk
                                                                                                                                          N=140–483
     88%
                                                 83%
                                                                                              78%                                          77%

                                                                  65%                                          66%
                     61%

                                                                                                                                                              45%




         Small bank                                 Online lender                              Finance company                                  Large bank




1    Excludes pending applications and all applications for pandemic-related financial assistance. Select lenders shown. See Appendix for more details.
     See Notes and Definitions for details on lender descriptions used in the SBCS.
2    See Notes and Definitions for details on credit risk definitions used in the SBCS. Credit union and CDFI not shown because of sample size limitations.
     See Appendix for more details. Number of observations varies by source.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                              Source: Small Business Credit Survey, Federal Reserve Banks               19
FINANCING APPLICATIONS
Loan/Line of Credit/Cash Advance Approval Rates by Source (Continued)

Approval rates increased in 2022 across sources.

SHARE OF APPLICANTS AT LEAST PARTIALLY APPROVED BY SOURCE, By Survey Year 1,2
(% of loan, line of credit, and cash advance applicants at source)

     86%                                                                                                                             —         Small bank
                                                                                                                      82%                      N=668–912
     80%                                                                                                                                       Finance company
                                           76%                                                                                       —

     76%                                                                                                              76%                      N=281–370

                                                                              69%                                     71%            —         Online lender
                                            73%                                                                                                N=379–755
                                                                                                                      68%
     65%                                   69%                                                                                       —         Large bank
                                                                              68%
                                                                                                                                               N=690–1,316

                                           61%                                54%



                                                                              49%

     2019 Survey                      2020 Survey                       2021 Survey                      2022 Survey*


                                   * The survey methodology was revised in 2022 to enable more accurate identification of lender types than in prior
                                   years. For 2022 approval rates by source, the difference between these estimates and those generated with the
                                   prior years' methodology are not statistically significant at the 5% level. See Methodology for more details.



SHARE OF APPLICANTS AT LEAST PARTIALLY APPROVED BY SOURCE, By Firm Revenue Size 2
(% of loan, line of credit, and cash advance applicants at source)
                                                                                                                                                <$1M N=221–833
                                                                                                                                                >$1M N=102–465
                    95%
                                                                                                             90%
                                                                84%                                                                                      83%
     75%
                                                71%                                         68%
                                                                                                                                         59%




         Small bank                                Online lender                             Finance company                                   Large bank


1    In the 2022 survey, details on firms’ experiences with lenders were collected only for the two most recent applications. For comparison purposes, percentages
     shown here from the 2019, 2020, and 2021 surveys include only firms’ two most recent applications; therefore, percentages may vary slightly from past reports.
     See Methodology for more details on changes to the 2022 questionnaire and related implications for over-time comparisons.
2    Excludes pending applications and all applications for pandemic-related financial assistance. Select lenders shown. See Appendix for more details.
     See Notes and Definitions for details on time period definitions and lender descriptions used in the SBCS. Samples vary between the charts on this page because
     of nonresponse to the revenue question.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                            Source: Small Business Credit Survey, Federal Reserve Banks               20
FINANCING APPLICATIONS
Satisfaction with Lenders

Among applicant firms approved for at least some financing, small bank
applicants were most satisfied with their experiences, while online lender
applicants were least satisfied.

SATISFACTION WITH LENDERS 1,2 (% of loan, line of credit, and cash advance applicants approved for at least some financing at source)


                                                                                                                   Satisfied         Neutral          Dissatisfied


Small bank N=610                                                                                                                        81%                 15% 4%


Large bank N=852                                                                                                      68%                                 26%       6%


Finance company N=281                                                                                        62%                                    29%           10%


Online lender N=519                                                                        48%                                          33%                       19%



NET SATISFACTION, By Survey Year 2,3 (% of loan, line of credit, and cash advance applicants approved for at least some financing at source)


                                                              76%                                                   77%
        74%                         74%                                                                                                   —        Small bank
                                                                                         70%
                                                                                                                                                   N=514–699
                                                              60%                                                   62%                            Large bank
                                    59%                                                                                                   —
        57%                                                                              54%                                                       N=437–852
                                                              49%                                                   52%
                              50%                                                                                                         —        Finance company
                                                                                                                                                   N=226–281
                                    38%
        35%                                                                                                                               —        Online lender
                                                                                         28%                        29%                            N=235–519
                                                              27%



                                                                                          4%

    2018 Survey              2019 Survey                2020 Survey                2021 Survey                2022 Survey*

                                     * The survey methodology was revised in 2022 to enable more accurate identification of lender types than in prior
                                     years. For 2022 net satisfaction by source, the difference between these estimates and those generated with the
                                     prior years' methodology are not statistically significant at the 5% level. See Methodology for more details.



1     Percentages may not sum to 100 because of rounding.
2     See Notes and Definitions for details on lender descriptions used in the SBCS. Select lenders shown. See Appendix for more details.
3     Net satisfaction is the share of firms satisfied minus the share of firms dissatisfied. Finance company satisfaction data for 2018 are not available because it was
      not included as a discrete answer choice. In the 2022 survey, details on firms’ experiences with lenders were collected only for the two most recent applications.
      For comparison purposes, percentages shown here from the 2018, 2019, 2020, and 2021 surveys include only firms’ two most recent applications; therefore,
      percentages may vary slightly from past reports.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                                Source: Small Business Credit Survey, Federal Reserve Banks                 21
FINANCING APPLICATIONS
Challenges with Lenders

Applicants that sought financing at small banks reported fewer challenges
than applicants at other sources. Online lender applicants reported challenges
with high interest rates and unfavorable repayment terms.

SHARE OF APPLICANTS WITH CHALLENGES AT SOURCE, Select Lenders 1
(% of loan, line of credit, and cash advance applicants at source)


Small bank N=761                                                                           40%

Large bank N=1,298                                                                                           50%

Finance company N=377                                                                                        51%

Online lender N=757                                                                                                              61%




CHALLENGES WITH LENDERS, Select Lenders1,2 (% of loan, line of credit, and cash advance applicants at source)

                                      Large bank N=1,298  Small bank N=761  Online lender N=757  Finance company N=377


                                                                                    43%


                                                                                           33%                                                          34%



23%                                23%
                                                                     21%
        19%                               18%                                18%
               17% 16%                                   17%                                                           16%                                    16%
                                                  12%                                                   12%                   12%            11%
                                                                                                                                                   9%
                                                                                                                7%

    Long wait for credit            Difficult application               High interest rate              Lack of transparency                Unfavorable repayment
    decision or funding                   process                                                                                                   terms




1     Select lenders shown. See Appendix for more details. See Notes and Definitions for details on lender descriptions used in the SBCS.
2     Respondents could select multiple options. Select response options shown. See Appendix for more details.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                              Source: Small Business Credit Survey, Federal Reserve Banks           22
DEMOGRAPHICS


The following charts provide an overview of the survey respondents.

CENSUS DIVISION 1 (% of employer firms)								                                                                                                        N=7,864




INDUSTRY 1,2 (% of employer firms)								                                                                                                             N=7,864

Professional services and
real estate                                                                                                                                             20%

Non-manufacturing goods                                                                                                                     18%
production and associated services
Business support and                                                                                                      15%
consumer services

Retail                                                                                                        13%

Healthcare and education                                                                                      13%

Leisure and hospitality                                                                            11%

Finance and insurance                                                  6%

Manufacturing                                              4%


1   SBCS responses throughout the report are weighted using US Census data to represent the US small employer firm population on the following dimensions: firm
    age, number of employees, industry, geography, race/ethnicity of owner, and gender of owner. For details on weighting, see Methodology. Percentages may not
    sum to 100 because of rounding.
2   The non-manufacturing goods production and associated services category includes industries such as agriculture, construction, wholesale trade,
    transportation, and warehousing. See Appendix for more details.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                         Source: Small Business Credit Survey, Federal Reserve Banks             23
DEMOGRAPHICS
(Continued)



AGE OF FIRM 1,2 (% of employer firms)                               N=7,864           GEOGRAPHIC LOCATION 1,3 (% of employer firms)                       N=7,864


                                                                    30%



    20%
                            15%                                                                         85%                                 15%
               13%
                                          12%                                                           Urban                               Rural
                                                        9%


    0–2        3–5          6–10         11–15        16–20          21+

                                  Years




REVENUE SIZE OF FIRM 1,2,4 (% of employer firms)                   N=7,694            NUMBER OF EMPLOYEES 1 (% of employer firms)                         N=7,864


                         52%
                                                                                         55%




                                             24%
     21%
                                                                                                         18%
                                                                  4%                                                      13%                              5%
                                                                                                                                           9%
    <$100K           $100K–$1M           $1M–$10M               >$10M                     1–4             5–9            10–19           20–49          50–499

                            Annual revenue                                                                            Employees




1     SBCS responses throughout the report are weighted using census data to represent the US small employer firm population on the following dimensions: firm age,
      number of employees, industry, geography, race/ethnicity of owner, and gender of owner. For details on weighting, see Methodology.
2     Percentages may not sum to 100 because of rounding.
3     Urban and rural definitions come from US Department of Agriculture Rural-Urban Commuting Area codes.
4     Revenue size categories have been condensed and simplified for readability. Actual categories are ≤$25K, $25,001–$50K, $50,001–$100K, $100,001–$250K,
      $250,001–$500K, $500,001–$1M, $1,000,001–$5M, $5,000,001–$10M, and >$10M. See Appendix for more details.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                            Source: Small Business Credit Survey, Federal Reserve Banks             24
DEMOGRAPHICS
(Continued)

CREDIT RISK OF FIRM 1,2 (% of employer firms)                    N=5,879            AGE OF FIRM’S PRIMARY FINANCIAL                                    N=7,494
                                                                                    DECISION MAKER 2 (% of employer firms)

                High                                                                Under 35           5%
             credit risk
                6%
                                                                                    35–44                                  17%

                                                                                    45–54                                                   25%
               Medium
              credit risk                                                           55–64                                                               32%
                 24%                            Low
                                             credit risk
                                                69%                                 65 or over                                     20%




GENDER OF OWNER(S) 3 (% of employer firms)                       N=7,864            RACE/ETHNICITY OF OWNER(S) 3                                       N=7,864
                                                                                    (% of employer firms)


                                                                                                                      <1%              American Indian or
                 64%                                                                             6%
                                                                                                                      2%                Alaskan Native
                 Men-owned                                                                                                             Black or African
                                                                                                 11%
                                                                                                                                        American
                                                                                                 81%                                   Hispanic

                 22%                                                                                                                   Asian
                 Women-owned                                                                                                           White




                 14%
                 Equally owned




    22% of employer                                 15% of employer                                     9% of employer firms are
     firms are at least                               firms are at least                                  at least partially owned by
     partially owned by                               partially owned by                                   a member of the LGBTQ
       an immigrant.                                      a veteran.                                             community.


1   See Notes and Definitions for details on credit risk definitions used in the SBCS.
2   Percentages may not sum to 100 because of rounding.
3   SBCS responses throughout the report are weighted using US Census data to represent the US small employer firm population on the following dimensions: firm
    age, number of employees, industry, geography, race/ethnicity of owner, and gender of owner. For details on weighting, see Methodology.


SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                         Source: Small Business Credit Survey, Federal Reserve Banks             25
METHODOLOGY


DATA COLLECTION                                         firm (1 to 499 employees) population in                    of small employer firm owners’ combined
                                                        the United States by number of employees,                  race and ethnicity matches the state-level
The SBCS uses a convenience sample                      age, industry, geographic location (census                 distribution of these characteristics among
of establishments. A diverse set of                     division and urban or rural location),                     owners of firms of all sizes. Given that
partner organizations that serve the small              gender of owner(s), and race or ethnicity of               small employer firms represent 99.7% of
business community contact businesses                   owner(s).                                                  businesses with paid employees, we expect
by email.¹ The Federal Reserve Banks also                                                                          these assumptions align relatively closely
directly contact prior SBCS participants,                                                                          with the true population.6
                                                        For this report and analysis, we first limit
and, in the past, have contacted other
                                                        the sample in each year to only employer
small businesses on publicly available
email lists.² The survey instrument is an
                                                        firms.³ We then post-stratify respondents by               RACE/ETHNICITY AND GENDER
online questionnaire that typically takes
                                                        their firm characteristics. Using a statistical            IMPUTATION
                                                        technique known as “raking,” we compare
6 to 12 minutes to complete, depending                                                                             Not every respondent provided complete
                                                        the share of businesses in each category
on the intensity of a firm’s search for                                                                            information on the gender, race, and/or
                                                        of each stratum (for example, within the
financing. The questionnaire uses question                                                                         the ethnicity of their business’s owner(s).
                                                        industry stratum, the share of firms in the
branching and flows based on responses                                                                             We need this information to correct for
                                                        sample that are manufacturers) to the share
to survey questions. For example, financing                                                                        differences between the sample and the
                                                        of small businesses in the nation in that
applicants receive a different line of                                                                             population data. To avoid losing these
                                                        category.4 As a result, underrepresented
questioning than nonapplicants. Therefore,                                                                         observations, we use a series of statistical
                                                        firms are up weighted and overrepresented
the number of observations for each                                                                                models to impute the missing data.
                                                        firms are down weighted. We iterate this
question varies by how many firms receive                                                                          Generally, when the models predict a given
                                                        process several times for each stratum
and complete a particular question.                                                                                characteristic with an accuracy of around
                                                        to derive a sample weight for each
                                                        respondent. This weighting methodology                     80 percent in out-of-sample tests, we use
WEIGHTING                                               was developed in collaboration with the                    the predicted values from the models
                                                        National Opinion Research Center (NORC)                    for the missing data.7 When the model’s
The sample for the SBCS is not selected                 at the University of Chicago. The data used                predictive power is below that threshold,
randomly; thus, the SBCS may be subject                 to construct the weights originate from the                those data are not imputed, and the
to biases that random sample surveys                    US Census Bureau.5                                         responses are dropped. After the models
would not be subject to. For example,                                                                              impute the data, we compare descriptive
there are likely small employer firms not on                                                                       statistics of key survey questions with and
our contact lists, a situation which could              We are unable to obtain exact estimates of                 without imputed data to ensure robustness
lead to noncoverage bias. To control for                the combined racial and ethnic ownership                   of estimates. In the final sample, eight
potential biases, we weight the sample data             of small employer firms for each state or at               percent of employer firm observations have
so the weighted distribution of firms in the            the national level. To derive these figures,               imputed values for the gender, race, or
SBCS matches the distribution of the small              we assume that the state-level distribution                ethnicity of a firm’s ownership.



1   For more information on partnerships, please visit www.fedsmallbusiness.org/partnership.
2   For past surveys, we directly approached businesses reported on System for Award Management (SAM) Entity Management Extracts Public Data Package;
    Small Business Administration (SBA) Dynamic Small Business Search (DSBS); state-maintained lists of certified disadvantaged business enterprises (DBEs);
    state and local government Procurement Vendor Lists, including minority- and women-owned business enterprises (MWBEs); state and local government-
    maintained lists of small or disadvantaged small businesses; and a list of veteran-owned small businesses maintained by the Department of Veterans Affairs.
3   Weights for nonemployer firms are computed separately, and a separate report on nonemployer firms is generally issued annually.
4   Employee size strata are 1–4 employees, 5–9 employees, 10–19 employees, 20–49 employees, and 50–499 employees. Age strata are 0–2 years, 3–5 years,
    6–10 years, 11–15 years, 16–20 years, and 21+ years. Industry strata are nonmanufacturing goods production and associated services, manufacturing, retail,
    leisure and hospitality, finance and insurance, healthcare and education, professional services and real estate, and business support and consumer services.
    Race/ethnicity strata are non-Hispanic white, non-Hispanic Black or African American, non-Hispanic Asian, non-Hispanic Native American, and Hispanic.
    Gender strata are men-owned, equally owned, and women-owned. See Appendix for industry definitions, urban and rural definitions, and census divisions.
5   State- and MSA-level data on firm age come from the 2020 Business Dynamics Statistics. In contrast to prior years, we here use the firm age for all firms, not
    just for firms with fewer than 500 employees, for each state and MSA. Unfortunately, data on firm age and size have not been available at the state or MSA level
    since the 2014 Business Dynamics Statistics. At the national level, we find only very slight deviations between firm ages for all firms, as opposed to those for firms
    with fewer than 500 employees. We derive industry, employee size, and geographic location data from the 2020 County Business Patterns. USDA Rural-Urban
    Commuting Area codes are used to classify ZIP codes as urban or rural. Data on the race, ethnicity, and gender of business owners are derived from the 2020
    Annual Business Survey.
6   US Census Bureau, County Business Patterns, 2020.
7   Out-of-sample tests are used to develop thresholds for imputing the missing information. To test each model’s performance, half of the sample of nonmissing
    data is randomly assigned as the test group, while the other half is used to develop coefficients for the model. The actual data from the test group are then
    compared with what the model predicts for the test group. On average, predicted probabilities that are associated with an accuracy of around 80 percent are
    used, although this varies slightly, depending on the number of observations that are being imputed.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                              Source: Small Business Credit Survey, Federal Reserve Banks                  26
METHODOLOGY


COMPARISONS TO PAST                                    2015 survey year are not displayed in this               and other support. Small-business owners
REPORTS                                                report, as they lack information on the                  also increasingly relied on funds from their
                                                       aforementioned variables. The data in this               personal savings or from family and friends.
Because previous SBCS reports vary in                  report are, however, comparable to the
terms of the population scope, geographic              report containing 2018 survey data that
                                                                                                                Furthermore, pandemic-era interventions
coverage, and weighting methodology,                   was published in 2019, the 2019 survey
                                                                                                                caused survey respondents to answer
some survey questions are not directly                 data that were published in 2020, the
                                                                                                                questions about their financing needs
comparable across time. The employer                   2020 survey data that were published in
                                                                                                                and experiences differently. For example,
report using 2015 survey data covered 26               2021, and the 2021 survey data that were
                                                                                                                some appear not readily able to distinguish
states and is weighted by firm age, number             published in 2022.8 For more information
                                                                                                                pandemic relief programs from more
of employees, and industry. The employer               on the methodological changes to the
                                                                                                                traditional forms of financing or formal
reports using 2016 and 2017 data included              “time-consistent” weights, please refer to
                                                                                                                financing applications from direct appeals
respondents from all 50 states and the                 the methodology section of the 2019 Report
                                                                                                                for loans from personal contacts. These
District of Columbia. We weight these                  on Employer Firms.
                                                                                                                considerations motivated adjustments
data by firm age, number of employees,
                                                                                                                to the 2022 SBCS questionnaire to better
industry, and geographic location (both
                                                       In addition, many survey questions are not               identify and track funding products and
census division and urban or rural location).
                                                       comparable over time because of changes                  sources. The key differences in the 2022
The 2017 survey weight also included
                                                       in the response options. For example, the                questionnaire compared to prior years are
gender, race, and ethnicity of the business
                                                       option “Finance company” was added as an                 described below.9
owner(s), as described previously.
                                                       application source in the 2019 survey; thus,
                                                       the application rates by source displayed in
                                                                                                                The most significant change was the
In addition, the categories used within each           the 2023 report are not directly comparable
                                                                                                                addition of a product table requiring a
weighting characteristic also differ across            to reports prior to the 2019 survey.
                                                                                                                “yes” or “no” response for each financing
survey years. For instance, there were
                                                                                                                product. This approach represents a
three employee size categories in the 2015
survey and five employee size categories in
                                                        CHANGES TO FINANCING                                    survey research best practice for collecting
the 2016 and 2017 surveys.
                                                        QUESTIONS IN THE 2022 SBCS                              information on a detailed set of response
                                                                                                                options and replaced the following
                                                       The COVID-19 pandemic brought about                      questions from previous questionnaires:
Because of changes in the weighting                    substantial changes in funding needs and                 (1) an overarching question asking whether
methodology of over-time data, the time                sources for small businesses. These shifts               the firm applied for financing in the prior
series data in this report supersede and               introduced new challenges for surveys                    12 months, (2) a follow-up question about
are not comparable with the time series                that capture information about small                     products sought, and (3) a previously
data (2015–2017 survey years) in the                   business funding, including the Small                    separate question about pandemic-related
Employer Firms Report published in May                 Business Credit Survey. In response to the               financial assistance. The new table
2018. Compared to those previous reports,              pandemic, new sources of funds became                    yielded an unexpectedly high application
the current weighting scheme makes                     available in the form of the $800 billion                rate. Analysis of the text responses for
use of a greater number of variables (it               Paycheck Protection Program (PPP), and                   the "other" forms of financing provided
includes the race, ethnicity, and gender               the $390 billion Economic Injury Disaster                additional context. In this text field,
of a business’s owner(s)) and is thus                  Loan (EIDL) program, as well as through                  respondents mentioned applications for
more representative of the US small                    the continued availability of public and                 grants, solicitation of donations, new draws
employer-firm population. Data for the                 private grant programs, loan programs,                   on existing credit lines, or the movement of




8    Because of adjustments to the weighting of the 2020 survey data after the publication of the 2021 report, percentages shown in the 2021 report related to 2020
     survey data may differ from 2022 and 2023 report findings on 2020 survey data.
9    This section addresses the most material changes to questions and structure the 2022 questionnaire; other changes, such as the return of previously
     asked questions, are not described. See the 2022 questionnaire for details on the phrasing and flow of questions. Past years’ questionnaires are available at
     fedsmallbusiness.org.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                             Source: Small Business Credit Survey, Federal Reserve Banks                  27
METHODOLOGY


funds from the owner's personal accounts       months, with the option to enter zero if          choice lender selection. The recoded text
to the business. These responses were          they submitted none other than pandemic           responses and multiple-choice responses
recoded out of the applicant branch of         relief. Those entering zero—for example, an       matched about 80 percent of the time. The
questions because they do not meet SBCS        EIDL loan applicant that selected “yes” for       most common mismatch was found with
parameters for applicant firms. Still, these   both pandemic-related financial assistance        bank lenders—specifically, respondents
responses provide important information        and for a loan in the product table—were          selected “small bank” in the multiple-choice
about the increasing complexity of small       removed from this pool of applicants. This        question though their bank met the criteria
business financing, and lessons from the       validation step, combined with our intensive      for large bank (more than $10 billion in
2022 responses will be applied to future       data cleaning approach, provides a high           deposits). Throughout this report, data on
questionnaires.                                degree of confidence in comparability for         sources and lenders are presented using
                                               this select set of applicant firms.               the recoded responses.
While text responses for “other” products
could be reviewed and recoded, the             Several relatively minor changes were made        Because prior years’ questionnaires
standard selections in the new product         within the application detail branch. For         did not include the open-ended lender
table did not allow for the same level         one, to reduce respondent burden, detailed        question, we must rely on the multiple-
of review. As such, this report does not       questions were asked only for the two most        choice selection for sources at which firms
present findings for overall financing         recent applications. Prior years’ surveys         applied. This report includes notations
sought, overall financing received, and        included questions about the third most           for over-time comparisons indicating the
nonapplicant actions. The nonapplicant         recent. For comparisons of 2022 estimates         differences between the approach used
data are considered incomplete because         with past survey years, only the responses        to categorize sources more accurately
respondents that selected “other” financing    associated with applicants’ two most              in 2022 and the approach used for past
were routed past the nonapplicant questions.   recent applications were considered. As a         surveys. For partial credit approvals and net
                                               result, the figures presented in this report      satisfaction by source, the differences in
                                               may vary slightly from prior years’ reports.      percentages calculated using the multiple-
The report does include findings for
                                                                                                 choice responses and those using the text
applicants seeking loans, lines of credit,
                                                                                                 responses were not statistically significant
and cash advances. Though the changes          Additionally, the 2022 questionnaire
                                                                                                 at the 5% level.
outlined above affected this pool of           included a new optional open-ended
applicants, the survey presents additional     question asking respondents for the name
questions to these respondents (in the         of the lender at which their business
“application detail branch”) which enabled     applied. These responses provided
us to more readily identify and remove         important insights on respondents’
responses for firms that did not apply for     understanding of the lender categories
a loan, line of credit, or merchant cash       used in the SBCS. Approximately 70
advance—as defined in the SBCS—in the          percent of applicants provided a lender
prior 12 months. Additionally, respondents     name in the open-ended question. We
in this branch were asked for the number       recoded their text responses using
of loan, line of credit, or cash advance       the SBCS lender categories and then
applications submitted in the prior 12         compared them to respondents’ multiple-




SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS              Source: Small Business Credit Survey, Federal Reserve Banks      28
METHODOLOGY


CREDIBILITY INTERVALS AND
STATISTICAL TESTS

Credibility intervals are an important                We list 95% credibility intervals for key
component of the analysis in this report.             statistics in the following table. The
Where there are large differences in                  intervals shown apply to all employer firms
estimates between types of businesses or              in the survey. More granular results with
survey years, we perform additional checks            smaller observation counts will generally
on the data to determine whether such                 have larger credibility intervals.
differences are statistically significant.
The combination of the results of these               		
tests and several logistic regression
                                                       Credibility Intervals for Key Statistics in the 2023 Report on Employer Firms
models helped to guide our analysis and
decide on the variables to include in the                                                                                                  Credibility Interval
                                                                                                                                Percent
report. To determine whether differences                                                                                                      (Percent)
are statistically significant, we develop
credibility intervals using a balanced                 Share that applied for a loan, line of credit, or cash advance             40.3              +/- 2.0
half-sample approach.10 Because the
                                                       Share with outstanding debt                                                72.1              +/- 1.2
SBCS does not come from a probability-
based sample, the credibility intervals we             Loan/line of credit and cash advance approval rate                         79.2              +/- 2.9
develop should be interpreted as model-
based measures of deviation from the true              Share of firms with revenue growth in prior 12 months                      44.4              +/- 1.7
national population values.11
                                                       Share of firms in fair or poor condition                                   57.0              +/- 1.4




10   Wolter. Survey Weighting and the Calculating of Sampling Variance. 2007.
11   American Association for Public Opinion Research. Task Force on Non-probability Sampling. 2013.



SMALL BUSINESS CREDIT SURVEY | 2023 REPORT ON EMPLOYER FIRMS                          Source: Small Business Credit Survey, Federal Reserve Banks             29


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