Revisiting the Impact of the Small Business Lending Fund

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The Impact of the Small
Business Lending Fund
Revisited
Dean Amel and Traci Mach
Federal Reserve Board
October 13, 2017
The views expressed herein are those of the authors.  They do not necessarily reflect
the opinions of the Federal Reserve Board or its staff.
The SBLF
Established by Congress in September 2010
Designed to provide capital to community banks and
community development loan funds to encourage
small business lending
BHCs with < $10 billion in assets were eligible
Limits on SBLF funding are more stringent for
BHCs with > $1 billion in assets
Problem banks need not apply
More on the SBLF
The initial interest rate on SBLF capital was from 1% to
5%, with the lowest rate if banks increased their small
business lending by at least 10%
After 2 years, the rate increased to 7% if the bank didn’t
increase its small business lending
After 4½ years, the rate increased to 9% if funds had not
been repaid
Was different from, but often used to repay TARP loans
Motivation
Treasury reports indicate that SBLF increased small
business lending by $12.5 billion over baseline levels
Report 35-40% increase compared to 7-11% for peers
Seems high given evidence on small business lending from
Call reports
Dollars outstanding loans to
businesses
Our paper
We conduct a standard economic analysis of the
effect of the SBLF program
Use a diff-in-diffs approach comparing participating
banks to non-participating banks and controlling for
economic and demographic differences in local
economic markets
Preview of our findings
Banks that participated in the SBLF increased their
small business lending significantly faster than other
community banks
Results very similar to Treasury findings
However
, SBLF participants were increasing their
small business lending faster than other banks 
before
the SBLF was introduced
Program does not appear to have significantly
increased the volume of small business loans
Independent variables
SBLF participation dummy
CPP participation dummy
ln(bank assets)
ln(market population)
ln(market per capita income)
ln(# of business establishments in market)
Market unemployment rate
Market HHI
% of market deposits held by small depositories
Market CoreLogic House Price Index
Rural market dummy
Our sample
Covers 2006-2013
“Community banks”
Can be banks or thrifts
Belong to a BHC with < $10 billion in assets
Are ≥ 2 years old
Derive > 70% of their deposits from one local banking
market
Define markets as MSAs or rural counties
Results of multiyear regression
Yield estimates similar to Treasury
estimates of the impact of the program
Results of yearly regressions
Results from diff-in-diff model
Interpretation of results
SBLF participants increased their small business
lending by about 10% compared to other community
banks
However
, this was true both 
before
 and 
after
 the
SBLF was created
Formal diff-in-diff-in-diff regressions confirm that
the SBLF did not have a significant effect on bank
behavior
Revisiting program participants
SBLF offered a supply-side solution to a demand-
side problem
Small dollar C&I lending finally returned to pre-crisis
levels
Demand still looks depressed
Did program participation poise these banks to lend
more than non-participants as demand increased?
Results of multiyear regression
Slightly smaller than previous coefficient
estimate
Results of yearly regressions
Still positive, but declining coefficient
estimates
Results from diff-in-diff model
Conclusions
The SBLF does not appear to have increased the volume
of small business lending
The current results indicate that while participants initially
increased their small business lending relative to non-
participants, this increase has declined each year after 2011
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The Small Business Lending Fund (SBLF), established in 2010, aimed to provide capital to community banks to boost small business lending. This study analyzes the program's effectiveness, indicating that while SBLF participants showed faster small business lending growth, the program didn't significantly increase overall lending volumes. The findings shed light on the nuances of the SBLF's impact on small business lending.

  • Small Business Lending Fund
  • Impact Analysis
  • Community Banks
  • Small Business Loans
  • Financial Programs

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  1. The Impact of the Small Business Lending Fund Revisited Dean Amel and Traci Mach Federal Reserve Board October 13, 2017 The views expressed herein are those of the authors. They do not necessarily reflect the opinions of the Federal Reserve Board or its staff.

  2. The SBLF Established by Congress in September 2010 Designed to provide capital to community banks and community development loan funds to encourage small business lending BHCs with < $10 billion in assets were eligible Limits on SBLF funding are more stringent for BHCs with > $1 billion in assets Problem banks need not apply

  3. More on the SBLF The initial interest rate on SBLF capital was from 1% to 5%, with the lowest rate if banks increased their small business lending by at least 10% After 2 years, the rate increased to 7% if the bank didn t increase its small business lending After 4 years, the rate increased to 9% if funds had not been repaid Was different from, but often used to repay TARP loans

  4. Motivation Treasury reports indicate that SBLF increased small business lending by $12.5 billion over baseline levels Report 35-40% increase compared to 7-11% for peers Seems high given evidence on small business lending from Call reports

  5. Dollars outstanding loans to businesses

  6. Our paper We conduct a standard economic analysis of the effect of the SBLF program Use a diff-in-diffs approach comparing participating banks to non-participating banks and controlling for economic and demographic differences in local economic markets

  7. Preview of our findings Banks that participated in the SBLF increased their small business lending significantly faster than other community banks Results very similar to Treasury findings However, SBLF participants were increasing their small business lending faster than other banks before the SBLF was introduced Program does not appear to have significantly increased the volume of small business loans

  8. Independent variables SBLF participation dummy CPP participation dummy ln(bank assets) ln(market population) ln(market per capita income) ln(# of business establishments in market) Market unemployment rate Market HHI % of market deposits held by small depositories Market CoreLogic House Price Index Rural market dummy

  9. Our sample Covers 2006-2013 Community banks Can be banks or thrifts Belong to a BHC with < $10 billion in assets Are 2 years old Derive > 70% of their deposits from one local banking market Define markets as MSAs or rural counties

  10. Results of multiyear regression SBLF participation 0.0947*** (0.0108) Yield estimates similar to Treasury estimates of the impact of the program

  11. Results of yearly regressions 2006 0.0546* 2007 0.0393 2008 0.0953** 2009 0.0850*** SBLF (1.650) (0.657) (2.166) (3.168) SBLF 2010 0.123*** 2011 0.134*** 2012 0.0914*** 2013 0.118*** (5.600) (7.807) (4.479) (8.650)

  12. Results from diff-in-diff model (2010-11) (2008-09) 0.0217 (0.363) (2010-12) (2007-09) 0.0204 (0.411) (2010-13) (2006-09) 0.0195 (0.396) SBLF

  13. Interpretation of results SBLF participants increased their small business lending by about 10% compared to other community banks However, this was true both before and after the SBLF was created Formal diff-in-diff-in-diff regressions confirm that the SBLF did not have a significant effect on bank behavior

  14. Revisiting program participants SBLF offered a supply-side solution to a demand- side problem Small dollar C&I lending finally returned to pre-crisis levels Demand still looks depressed Did program participation poise these banks to lend more than non-participants as demand increased?

  15. Results of multiyear regression SBLF 0.0855*** (10.49) Slightly smaller than previous coefficient estimate

  16. Results of yearly regressions 2013 0.114*** 2014 0.0578*** 0.0261** 2015 SBLF (8.235) (4.411) (2.064) Still positive, but declining coefficient estimates

  17. Results from diff-in-diff model (2014-12) (2011-09) -0.0801*** (-2.103) (2015-12) (2011-08) -0.129** (-2.265) (2016-12) (2011-07) -0.0758 (-0.950) SBLF

  18. Conclusions The SBLF does not appear to have increased the volume of small business lending The current results indicate that while participants initially increased their small business lending relative to non- participants, this increase has declined each year after 2011

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