Discrimination in lending can occur either in face-to-face decisions or in algorithmic scoring. We provide a workable interpretation of the courts' legitimate-business-necessity defense of statistical discrimination. We then estimate the extent of racial/ethnic discrimination in the largest...

It was once conventional wisdom that lenders routinely influenced corporate managers’ decision making. Covenants constrained borrower risk taking and compelled specific affirmative obligations to protect lenders. Recent policy discussion, however, laments loan markets’ turn to various forms...

It was once conventional wisdom that lenders routinely influenced corporate managers’ decision making. Covenants constrained borrower risk taking and compelled specific affirmative obligations to protect lenders. Recent policy discussion, however, laments loan markets’ turn to various forms...

Peer-to-peer (P2P) lending, defined broadly as the use of non-bank online platforms that match borrowers with lenders, is arguably one of the most important innovations in the area of alternative finance. It changes the way lenders and borrowers interact, reconstructs the credit market by...

We document that, since 2011, mortgage lenders reduced credit to middle-class households by 15% and increased credit to wealthy households by 21%. Credit to low-income households was unaffected. Results hold at the individual-loan level and zip-code level, and at the intensive margin and...

The incidence of fraud in stated income loans is 90 percent. It is overwhelmingly the lenders and their agents that prompted these frauds. Over two million fraudulent mortgage loans were made in 2006 alone. It was overwhelmingly fraudulent loans to borrowers who lacked any ability to repay their...

An increase in collateral availability can reduce the need for bank auditing. We test this hypothesis using reforms which expanded the set of pledgeable assets in secured lending, and find heterogeneous effects in the cross-section of banks. Smaller (relationship) banks are safer and earn a...

This paper examines banks' disclosures and loss recognition in the financial crisis and identifies several core issues for the link between accounting and financial stability. Our analysis suggests that, going into the financial crisis, banks' disclosures about relevant risk exposures were...

Usury is a frequent occurrence in consumer credit markets and particularly affects low-income households. Systemic usury exploits poverty by shifting usury into additional products and leveraging usury gains by stringing together individual loan agreements. This paper reviews the economic...

An important question in banking is how strict supervision affects bank lending and in turn local business activity. Forcing banks to recognize losses could choke off lending and amplify local economic woes, especially after financial crises. But stricter supervision could also lead to changes...