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Impact of the Community Reinvestment Act on small business employment in lower income neighborhoods

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  • Kim, Mee Jung

Abstract

This study examines the impact of the Community Reinvestment Act (CRA) on small business growth in low- and moderate-income (LMI) neighborhoods in the United States. Using rich firm-level panel data on every U.S. employer, I exploit the sharp threshold cutoff for CRA eligibility and changes in CRA eligibility over time to estimate the effects on business employment. I find that the firms located in the CRA eligible areas increase employment by about 0.8 percent compared to firms in CRA ineligible areas, and the effects are larger for young firms and firms in minority neighborhoods, which potentially face higher credit access barriers, increasing employment by about 1.5 and 1.9 percent, respectively. I also find that increases in lending in the CRA areas are related to the number of banks, implying that the channel offers greater access to finance.

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  • Kim, Mee Jung, 2023. "Impact of the Community Reinvestment Act on small business employment in lower income neighborhoods," Regional Science and Urban Economics, Elsevier, vol. 98(C).
    • Handle: RePEc:eee:regeco:v:98:y:2023:i:c:s0166046222000758
    DOI: 10.1016/j.regsciurbeco.2022.103837
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    1. Ryan Banerjee, 2014. "SMEs, financial constraints and growth," BIS Working Papers 475, Bank for International Settlements.
    2. Lalive, Rafael, 2008. "How do extended benefits affect unemployment duration A regression discontinuity approach," Journal of Econometrics, Elsevier, vol. 142(2), pages 785-806, February.
    3. Brown, J David & Earle, John S & Lup, Dana, 2005. "What Makes Small Firms Grow? Finance, Human Capital, Technical Assistance, and the Business Environment in Romania," Economic Development and Cultural Change, University of Chicago Press, vol. 54(1), pages 33-70, October.
    4. Sumit Agarwal & Efraim Benmelech & Nittai Bergman & Amit Seru, 2012. "Did the Community Reinvestment Act (CRA) Lead to Risky Lending?," NBER Working Papers 18609, National Bureau of Economic Research, Inc.
    5. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    6. Robert B. Avery & Kenneth P. Brevoort, 2015. "The Subprime Crisis: Is Government Housing Policy to Blame?," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 352-363, May.
    7. Avery, Robert B. & Bostic, Raphael W. & Samolyk, Katherine A., 1998. "The role of personal wealth in small business finance," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 1019-1061, August.
    8. Blandina Oliveira & Adelino Fortunato, 2006. "Firm Growth and Liquidity Constraints: A Dynamic Analysis," Small Business Economics, Springer, vol. 27(2), pages 139-156, October.
    9. Dan Cao & Erick Sager & Henry Hyatt & Toshihiko Mukoyama, 2019. "Firm Growth through New Establishments," 2019 Meeting Papers 1484, Society for Economic Dynamics.
    10. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    11. Stephanie Riegg Cellini & Fernando Ferreira & Jesse Rothstein, 2010. "The Value of School Facility Investments: Evidence from a Dynamic Regression Discontinuity Design," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 215-261.
    12. Elizabeth Asiedu & James A. Freeman & Akwasi Nti-Addae, 2012. "Access to Credit by Small Businesses: How Relevant Are Race, Ethnicity, and Gender?," American Economic Review, American Economic Association, vol. 102(3), pages 532-537, May.
    13. Pettersson-Lidbom, Per, 2012. "Does the size of the legislature affect the size of government? Evidence from two natural experiments," Journal of Public Economics, Elsevier, vol. 96(3), pages 269-278.
    14. David G. Blanchflower & Phillip B. Levine & David J. Zimmerman, 2003. "Discrimination in the Small-Business Credit Market," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 930-943, November.
    15. Kim, Mee Jung & Lee, Kyung Min & Earle, John S., 2021. "Does the Community Reinvestment Act increase lending to small businesses in lower income neighborhoods?," Economics Letters, Elsevier, vol. 209(C).
    16. Michael Greenstone & Alexandre Mas & Hoai-Luu Nguyen, 2020. "Do Credit Market Shocks Affect the Real Economy? Quasi-experimental Evidence from the Great Recession and "Normal" Economic Times," American Economic Journal: Economic Policy, American Economic Association, vol. 12(1), pages 200-225, February.
    17. Timothy E. Dore & Traci L. Mach, 2018. "Recent Trends in Small Business Lending and the Community Reinvestment Act," FEDS Notes 2018-01-02, Board of Governors of the Federal Reserve System (U.S.).
    18. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    19. Luís M B Cabral & José Mata, 2003. "On the Evolution of the Firm Size Distribution: Facts and Theory," American Economic Review, American Economic Association, vol. 93(4), pages 1075-1090, September.
    20. Gian Luca Clementi & Hugo A. Hopenhayn, 2006. "A Theory of Financing Constraints and Firm Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(1), pages 229-265.
    21. Marco Leonardi & Giovanni Pica, 2013. "Who Pays for it? The Heterogeneous Wage Effects of Employment Protection Legislation," Economic Journal, Royal Economic Society, vol. 123(12), pages 1236-1278, December.
    22. Kim, Mee Jung & Lee, Kyung Min & Earle, John S., 2021. "Does the Community Reinvestment Act Increase Small Business Lending in Lower Income Neighborhoods?," IZA Discussion Papers 14681, Institute of Labor Economics (IZA).
    23. Anil Rupasingha & Kyungsoon Wang, 2017. "Access to capital and small business growth: evidence from CRA loans data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(1), pages 15-41, July.
    24. Veronica Grembi & Tommaso Nannicini & Ugo Troiano, 2016. "Do Fiscal Rules Matter?," American Economic Journal: Applied Economics, American Economic Association, vol. 8(3), pages 1-30, July.
    25. Matias D. Cattaneo & Nicolas Idrobo & Rocio Titiunik, 2019. "A Practical Introduction to Regression Discontinuity Designs: Foundations," Papers 1911.09511, arXiv.org.
    26. Robert B. Avery & Paul S. Calem & Glenn B. Canner, 2003. "The effects of the Community Reinvestment Act on local communities," Proceedings 878, Federal Reserve Bank of Chicago.
    27. Claire Lelarge & David Sraer & David Thesmar, 2010. "Entrepreneurship and Credit Constraints: Evidence from a French Loan Guarantee Program," NBER Chapters, in: International Differences in Entrepreneurship, pages 243-273, National Bureau of Economic Research, Inc.
    28. Ron S Jarmin & Javier Miranda, 2002. "The Longitudinal Business Database," Working Papers 02-17, Center for Economic Studies, U.S. Census Bureau.
    29. Lee, Hyojung & Bostic, Raphael W., 2020. "Bank adaptation to neighborhood change: Mortgage lending and the Community Reinvestment Act," Journal of Urban Economics, Elsevier, vol. 116(C).
    30. Gamberoni, Elisa & Gradeva, Katerina & Weber, Sebastian, 2016. "Firm responses to employment subsidies: a regression discontinuity approach to the 2012 Spanish labour market reform," Working Paper Series 1970, European Central Bank.
    31. Beck, Thorsten & Demirguc-Kunt, Asli, 2006. "Small and medium-size enterprises: Access to finance as a growth constraint," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2931-2943, November.
    32. Leonardi, Marco & Pica, Giovanni, 2007. "Employment Protection Legislation and Wages," IZA Discussion Papers 2680, Institute of Labor Economics (IZA).
    33. Robert Avery & Raphael Bostic & Glenn Canner, 2005. "Assessing the necessity and efficiency of the community reinvestment act," Housing Policy Debate, Taylor & Francis Journals, vol. 16(1), pages 143-172.
    34. Nada Kobeissi, 2009. "Impact of the Community Reinvestment Act on New Business Start‐Ups and Economic Growth in Local Markets," Journal of Small Business Management, Taylor & Francis Journals, vol. 47(4), pages 489-513, October.
    35. Blanchard, Lloyd & Zhao, Bo & Yinger, John, 2008. "Do lenders discriminate against minority and woman entrepreneurs?," Journal of Urban Economics, Elsevier, vol. 63(2), pages 467-497, March.
    36. J. David Brown & John S. Earle, 2017. "Finance and Growth at the Firm Level: Evidence from SBA Loans," Journal of Finance, American Finance Association, vol. 72(3), pages 1039-1080, June.
    37. Timothy Bates & Alicia Robb, 2015. "Has the Community Reinvestment Act increased loan availability among small businesses operating in minority neighbourhoods?," Urban Studies, Urban Studies Journal Limited, vol. 52(9), pages 1702-1721, July.
    38. Neil Bhutta, 2011. "The Community Reinvestment Act and Mortgage Lending to Lower Income Borrowers and Neighborhoods," Journal of Law and Economics, University of Chicago Press, vol. 54(4), pages 953-983.
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    More about this item

    Keywords

    Access to finance; Small business employment; Community Reinvestment Act; Lower income neighborhood;
    All these keywords.

    JEL classification:

    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

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