What’s in a Picture?

We find evidence of significant racial disparities in a new type of credit market known as peer-to-peer lending. Loan listings with blacks in the attached picture are 25 to 35 percent less likely to receive funding than those of whites with similar credit profiles. Despite the higher average interest rates charged to blacks, lenders making such loans earn a lower net return compared to loans made to whites with similar credit profiles because blacks have higher relative default rates. These results provide insight into whether the discrimination we find is taste-based or statistical.

[1]  K. Arrow.  The Theory of Discrimination , 1971 .

[2]  David R. Cox,et al.  Regression models and life tables (with discussion , 1972 .

[3]  E. Phelps.  The Statistical Theory of Racism and Sexism , 1972 .

[4]  D. Cox.  Regression Models and Life-Tables , 1972 .

[5]  O. Ashenfelter,et al.  Discrimination in Labor Markets , 1974 .

[6]  D. Aigner,et al.  Statistical Theories of Discrimination in Labor Markets , 1977 .

[7]  D. Rubin,et al.  The central role of the propensity score in observational studies for causal effects , 1983 .

[8]  Richard Startz,et al.  Private Discrimination and Social Intervention in Competitive Labor Markets , 1983 .

[9]  D. Rubin,et al.  Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score , 1985 .

[10]  L. Browne,et al.  Mortgage Lending in Boston: Interpreting HMDA Data , 1992 .

[11]  I. Ayres,et al.  Race and Gender Discrimination in Bargaining for a New Car , 1995 .

[12]  J. Quigley.  Mortgage Performance and Housing Market Discrimination , 1995 .

[13]  J. Yinger.  Why Default Rates Cannot Shed Light on Mortgage Discrimination , 1996 .

[14]  Stephen L. Ross.  Mortgage Lending Discrimination and Racial Differences in Loan Default: A Simulation Approach , 1996 .

[15]  Geoffrey M. B. Tootell.  Redlining in Boston: Do Mortgage Lenders Discriminate Against Neighborhoods? , 1996 .

[16]  C. Pierret,et al.  Employer Learning and Statistical Discrimination , 1997 .

[17]  J. Heckman.  Detecting Discrimination , 1998 .

[18]  Rebecca M. Blank,et al.  Race and gender in the labor market , 1999 .

[19]  J. Knowles,et al.  Racial Bias in Motor Vehicle Searches: Theory and Evidence , 1999, Journal of Political Economy.

[20]  Stephen L. Ross,et al.  Discrimination in Metropolitan Housing Markets: National Results from Phase 1 of the Housing Discrimination Study (HDS) , 2002 .

[21]  Stephen L. Ross,et al.  The Color of Credit: Mortgage Discrimination, Research Methodology, and Fair-Lending Enforcement , 2002 .

[22]  Stephen L. Ross,et al.  Discrimination in Metropolitan Housing Markets: National Results from Phase I HDS 2000 , 2002 .

[23]  Stephen L. Ross.  The color of credit , 2002 .

[24]  Steven D. Levitt.  Testing Theories of Discrimination: Evidence from , 2003 .

[25]  Lincoln Quillian.  Measuring Racial Discrimination , 2006 .

[26]  Enrichetta Ravina.  Love & Loans: The Effect of Beauty and Personal Characteristics in Credit Markets , 2012 .

[27]  Brian G. Knight,et al.  A New Look at Racial Profiling: Evidence from the Boston Police Department , 2004, The Review of Economics and Statistics.