On the Rise of FinTechs – Credit Scoring Using Digital Footprints
50 Pages Posted: 12 May 2018 Last revised: 1 Aug 2018
Date Written: July 10, 2018
We analyze the information content of the digital footprint – information that people leave online simply by accessing or registering on a website – for predicting consumer default. Using more than 250,000 observations, we show that even simple, easily accessible variables from the digital footprint equal or exceed the information content of credit bureau scores. Furthermore, the discriminatory power for unscorable customers is very similar to that of scorable customers. Our results have potentially wide implications for financial intermediaries’ business models, for access to credit for the unbanked, and for the behavior of consumers, firms, and regulators in the digital sphere.
Keywords: FinTech, Lending, Unbanked Households, Privacy, Credit Bureau Scores
JEL Classification: G20, G21, G29
Suggested Citation: Suggested Citation