Racial Disparities in the Paycheck Protection Program
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- Ströbel, Johannes & Howell, Sabrina & Kuchler, Theresa & Snitkof, David, 2021.
"Racial Disparities in Access to Small Business Credit: Evidence from the Paycheck Protection Program,"
CEPR Discussion Papers
16623, C.E.P.R. Discussion Papers.
- Sabrina T. Howell & Theresa Kuchler & David Snitkof & Johannes Stroebel & Jun Wong, 2021. "Racial Disparities in Access to Small Business Credit: Evidence from the Paycheck Protection Program," CESifo Working Paper Series 9345, CESifo.
- Dylan Glover & Amanda Pallais & William Pariente, 2017.
"Discrimination as a Self-Fulfilling Prophecy: Evidence from French Grocery Stores,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1219-1260.
- Dylan Glover & Amanda Pallais & William Pariente, 2016. "Discrimination as a Self-Fulfilling Prophecy: Evidence from French Grocery Stores," NBER Working Papers 22786, National Bureau of Economic Research, Inc.
- Dylan Glover & Amanda Pallais & William Parienté, 2016. "Discrimination as a Self-Fulfilling Prophecy: Evidence from French Grocery Stores," LIDAM Discussion Papers IRES 2016025, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
- Erel, Isil & Liebersohn, Jack, 2020. "Does FinTech Substitute for Banks? Evidence from the Paycheck Protection Program," Working Paper Series 2020-16, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
- Granja, João & Makridis, Christos & Yannelis, Constantine & Zwick, Eric, 2022.
"Did the paycheck protection program hit the target?,"
Journal of Financial Economics, Elsevier, vol. 145(3), pages 725-761.
- João Granja & Christos Makridis & Constantine Yannelis & Eric Zwick, 2020. "Did the Paycheck Protection Program Hit the Target?," Working Papers 2020-52_Revised, Becker Friedman Institute for Research In Economics.
- João Granja & Christos Makridis & Constantine Yannelis & Eric Zwick, 2020. "Did the Paycheck Protection Program Hit the Target?," NBER Working Papers 27095, National Bureau of Economic Research, Inc.
- Ken Cavalluzzo & John Wolken, 2005.
"Small Business Loan Turndowns, Personal Wealth, and Discrimination,"
The Journal of Business, University of Chicago Press, vol. 78(6), pages 2153-2178, November.
- Ken Cavalluzzo & John D. Wolken, 2002. "Small business loan turndowns, personal wealth and discrimination," Finance and Economics Discussion Series 2002-35, Board of Governors of the Federal Reserve System (U.S.).
- Isil Erel & Jack Liebersohn, 2020. "Does FinTech Substitute for Banks? Evidence from the Paycheck Protection Program," NBER Working Papers 27659, National Bureau of Economic Research, Inc.
- Peter Ganong & Damon Jones & Pascal J. Noel & Fiona E. Greig & Diana Farrell & Chris Wheat, 2020.
"Wealth, Race, and Consumption Smoothing of Typical Income Shocks,"
NBER Working Papers
27552, National Bureau of Economic Research, Inc.
- Peter Ganong & Damon Jones & Pascal Noel & Diana Farrell & Fiona Greig & Chris Wheat, 2020. "Wealth, Race, and Consumption Smoothing of Typical Income Shocks," Working Papers 2020-49, Becker Friedman Institute for Research In Economics.
- 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.
- Robert Fairlie & Alicia Robb & David T. Robinson, 2022.
"Black and White: Access to Capital Among Minority-Owned Start-ups,"
Management Science, INFORMS, vol. 68(4), pages 2377-2400, April.
- Robert W. Fairlie & Alicia Robb & David T. Robinson, 2020. "Black and White: Access to Capital among Minority-Owned Startups," NBER Working Papers 28154, National Bureau of Economic Research, Inc.
- 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.
- David G. Blanchflower & Phillip B. Levine & David J. Zimmerman, 1998. "Discrimination in the Small Business Credit Market," NBER Working Papers 6840, National Bureau of Economic Research, Inc.
- Alexander W. Bartik & Zoe B. Cullen & Edward L. Glaeser & Michael Luca & Christopher T. Stanton & Adi Sunderam, 2020. "When Should Public Programs be Privately Administered? Theory and Evidence from the Paycheck Protection Program," NBER Working Papers 27623, National Bureau of Economic Research, Inc.
- Li, Lei & Strahan, Philip E., 2021. "Who Supplies PPP Loans (and Does It Matter)? Banks, Relationships, and the COVID Crisis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(7), pages 2411-2438, November.
- Manasa Gopal, 2021. "How Collateral Affects Small Business Lending: The Role of Lender Specialization," Working Papers 21-22, Center for Economic Studies, U.S. Census Bureau.
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Cited by:
- Brandon Goldstein & Julapa Jagtiani & Catharine Lemieux, 2023. "Did Fintech Loans Default More During the COVID-19 Pandemic? Were Fintech Firms “Cream-Skimming” the Best Borrowers?," Working Papers 23-26, Federal Reserve Bank of Philadelphia.
- Sergey V. Chernenko & Nathan Kaplan & Asani Sarkar & David Scharfstein, 2023.
"Applications or Approvals: What Drives Racial Disparities in the Paycheck Protection Program?,"
Staff Reports
1060, Federal Reserve Bank of New York.
- Sergey Chernenko & Nathan Kaplan & Asani Sarkar & David S. Scharfstein, 2023. "Applications or Approvals: What Drives Racial Disparities in the Paycheck Protection Program?," NBER Working Papers 31172, National Bureau of Economic Research, Inc.
- Lopez, Jose A. & Spiegel, Mark M., 2023.
"Small business lending under the PPP and PPPLF programs,"
Journal of Financial Intermediation, Elsevier, vol. 53(C).
- Jose A. Lopez & Mark M. Spiegel, 2021. "Small Business Lending Under the PPP and PPPLF Programs," Working Paper Series 2021-10, Federal Reserve Bank of San Francisco.
- Ashok K. Mishra & Gianna Short & Charles B. Dodson, 2024. "Racial disparities in farm loan application processing: Are Black farmers disadvantaged?," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 46(1), pages 111-136, March.
- Sant'Anna, Ana Claudia, 2023. "Examining the Relationship Between Women, Minority Farmers, and Diversity in the Leadership of Farm Credit Institutions," 97th Annual Conference, March 27-29, 2023, Warwick University, Coventry, UK 334564, Agricultural Economics Society - AES.
- David P. Glancy, 2023. "Bank Relationships and the Geography of PPP Lending," Finance and Economics Discussion Series 2023-014, Board of Governors of the Federal Reserve System (U.S.).
- John M. Griffin & Samuel Kruger & Prateek Mahajan, 2023. "Did FinTech Lenders Facilitate PPP Fraud?," Journal of Finance, American Finance Association, vol. 78(3), pages 1777-1827, June.
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More about this item
JEL classification:
- G01 - Financial Economics - - General - - - Financial Crises
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
- G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
- G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BAN-2022-03-21 (Banking)
- NEP-URE-2022-03-21 (Urban and Real Estate Economics)
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