Learning by Doing with Asymmetric Information: Evidence from Prosper.com
Using peer-to-peer (P2P) lending as an example, we show that learning by doing plays an important role in alleviating the information asymmetry between market players. Although the P2P platform (Prosper.com) discloses part of borrowers' credit histories, lenders face serious information problems because the market is new and subject to adverse selection relative to offline markets. We find that early lenders did not fully understand the market risk but lender learning is effective in reducing the risk over time. As a result, the market excludes more and more sub-prime borrowers and evolves towards the population served by traditional credit markets.
|Date of creation:||Mar 2011|
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- Byoung Jun & Xavier Vives, 1996. "Learning and Convergence to a Full-Information Equilibrium are not Equivalent," Review of Economic Studies, Oxford University Press, vol. 63(4), pages 653-674.
- Uta SchÃ¶nberg, 2007. "Testing for Asymmetric Employer Learning," Journal of Labor Economics, University of Chicago Press, vol. 25, pages 651-691.
- Oren Rigbi, 2013.
"The Effects of Usury Laws: Evidence from the Online Loan Market,"
The Review of Economics and Statistics,
MIT Press, vol. 95(4), pages 1238-1248, October.
- Oren Rigbi, 2012. "The Effects of Usury Laws: Evidence from the Online Loan Market," Working Papers 1204, Ben-Gurion University of the Negev, Department of Economics.
- Iyer, Rajkamal & Khwaja, Asim Ijaz & Luttmer, Erzo F. P. & Shue, Kelly, 2009.
"Screening in New Credit Markets: Can Individual Lenders Infer Borrower Creditworthiness in Peer-to-Peer Lending?,"
Working Paper Series
rwp09-031, Harvard University, John F. Kennedy School of Government.
- Khwaja, Asim Ijaz & Iyer, Rajkamal & Luttmer, Erzo F.P. & Shue, Kelly, 2009. "Screening in New Credit Markets: Can Individual Lenders Infer Borrower Creditworthiness in Peer-to-Peer Lending?," Scholarly Articles 4448882, Harvard Kennedy School of Government.
- Timothy C. Salmon, 2001. "An Evaluation of Econometric Models of Adaptive Learning," Econometrica, Econometric Society, vol. 69(6), pages 1597-1628, November.
- Alma Cohen & Peter Siegelman, 2010.
"Testing for Adverse Selection in Insurance Markets,"
Journal of Risk & Insurance,
The American Risk and Insurance Association, vol. 77(1), pages 39-84.
- Alma Cohen & Peter Siegelman, 2009. "Testing for Adverse Selection in Insurance Markets," NBER Working Papers 15586, National Bureau of Economic Research, Inc.
- Igal Hendel & Aviv Nevo & François Ortalo-Magné, 2007.
"The Relative Performance of Real Estate Marketing Platforms: MLS versus FSBOMadison.com,"
NBER Working Papers
13360, National Bureau of Economic Research, Inc.
- Igal Hendel & Aviv Nevo & François Ortalo-Magné, 2009. "The Relative Performance of Real Estate Marketing Platforms: MLS versus FSBOMadison.com," American Economic Review, American Economic Association, vol. 99(5), pages 1878-1898, December.
- Francois Ortalo-Magne & Aviv Nevo & Igal Hendel, 2007. "The Relative Performance of Real Estate Marketing Platforms: MLS versus FSBOMadison.com," 2007 Meeting Papers 89, Society for Economic Dynamics.
- Xavier Vives, 1993.
"How Fast do Rational Agents Learn?,"
Review of Economic Studies,
Oxford University Press, vol. 60(2), pages 329-347.
- Ginger Jin & Andrew Kato, 2004.
"Dividing online and offline: A case study,"
Natural Field Experiments
00276, The Field Experiments Website.
- Seth Freedman & Ginger Zhe Jin, 2008. "Do Social Networks Solve Information Problems for Peer-to-Peer Lending? Evidence from Prosper.com," Working Papers 08-43, NET Institute.
- Steven A. Sharpe, 1989.
"Asymmetric information, bank lending, and implicit contracts: a stylized model of customer relationships,"
Finance and Economics Discussion Series
70, Board of Governors of the Federal Reserve System (U.S.).
- Sharpe, Steven A, 1990. " Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
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