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Working Paper
Important Factors Determining Fintech Loan Default: Evidence from the LendingClub Consumer Platform
This study examines key default determinants of fintech loans, using loan-level data from the LendingClub consumer platform during 2007–2018. We identify a robust set of contractual loan characteristics, borrower characteristics, and macroeconomic variables that are important in determining default. We find an important role of alternative data in determining loan default, even after controlling for the obvious risk characteristics and the local economic factors. The results are robust to different empirical approaches. We also find that homeownership and occupation are important factors in ...
Report
Credit supply disruptions: from credit crunches to financial crisis
Events that transpired during the recent financial crisis highlight the important role that financial intermediaries still play in the economy, especially during economic downturns. While the breadth and severity of the financial crisis took most observers by surprise, it has renewed academic interest in understanding the effects on the real economy of both financial shocks and the changing nature of financial intermediation. This interest in the real effects of financial shocks highlights a literature that began more than 20 years ago associated with the bank credit crunch of the early ...
Working Paper
Technological Change and Financial Innovation in Banking: Some Implications for Fintech
Financial intermediation has changed dramatically over the past 30 years, due in large part to technological change. The paper first describes the role of the financial system in a modern economy and how technological change and financial innovation can affect social welfare. We then survey the empirical literatures relating to several specific financial innovations, broadly categorized as new production processes, new products or services, or new organizational forms. In each case, we also include examples of significant fintech innovations that are transforming various aspects of banking. ...