MIT Sloan Asst. Prof. Juanjuan Zhang
When a bank considers a loan, it looks at the borrower’s income, assets, credit history, and plans for the money. On microloan websites, lenders have one other way to evaluate a borrower’s creditworthiness. They can observe the behavior of other lenders.
With a colleague, Peng Liu of Cornell University, I have been studying Prosper.com, the largest of the microlending sites. On Prosper, lending is transparent. Borrowers make requests in public postings and typically rely on multiple lenders. Prosper assigns credit ratings to borrowers, and friends of borrowers can post endorsements. Once the process is under way, lenders can see how other lenders respond to the listing.
We analyzed over 2 ½ years of Prosper data to determine the dynamics of lender behavior. We thought we might see what is known as “irrational herding,” or mimicking. If irrational herding is at work, then a listing that received a strong initial response would attract more and more lenders. As we sifted through the data, we found no evidence this was happening.