The Impact of Information Technology on Consumer Lending
@inproceedings{Einav2009TheIO, title={The Impact of Information Technology on Consumer Lending}, author={L. Einav and M. Jenkins and Jonathan Levin}, year={2009} }
We study the adoption of automated credit scoring at a large auto
nance company and the changes it enabled in lending practices. Credit scoring appears to have increased pro
ts by roughly a thousand dollars per loan. We identify two distinct bene
ts of risk classi
cation: the ability to screen high-risk borrowers and the ability to target more generous loans to lower-risk borrowers. We show that these had e¤ects of similar magnitude. We also explore whether increased reliance on hard… Expand
Figures and Tables from this paper
12 Citations
Information and Default in Consumer Credit Markets: Evidence from a Natural Experiment
- Economics
- 2015
- 32
- Highly Influenced
- PDF
The Failure of Models that Predict Failure: Distance, Incentives and Defaults
- Economics, Business
- 2010
- 385
- PDF
References
SHOWING 1-9 OF 9 REFERENCES
Does Distance Still Matter? The Information Revolution in Small Business Lending
- Business, Economics
- 2000
- 1,877
- PDF
Information Production and Capital Allocation: Decentralized vs. Hierarchical Firms
- Business, Economics
- 2000
- 1,979
- PDF
Liquidity Constraints and Imperfect Information in Subprime Lending,American
- Economic Review
- 2009
Bad Luck or Bad Behavior: What Drives
- Default in Subprime Lending?, manuscript, Stanford University,
- 2008
The Di¤usion of Financial Innovations: An Examination of the Adoption of Small Business Credit Scoring by Large Banking
- Organizations,Journal of Business
- 2005