We develop a new approach to identify different categories of depositors during periods of uncertainty and quantify their compensation to remain in the bank. We isolate withdrawals due to liquidity needs, deterioration of fundamentals, and expectation about withdrawal behavior of other...

Evaluations of group savings and lending programs have largely focused on average impacts, rather than distributional impacts -- finding modest effects on long-term economic well-being. In this paper, we exploit the randomized roll-out of a self-help group lending program in rural Bihar, India...

We use administrative credit registry data from Europe to study the impact of voluntary lender net zero commitments. We have two sets of findings. First, we find no evidence of lender divestment. Net zero banks neither reduce credit supply to the sectors they target for decarbonization nor do...

We study the transmission of monetary policy through bank securities portfolios using granular supervisory data on U.S. bank securities, hedging positions, and corporate credit. Banks that experienced larger losses on their securities during the 2022-2023 monetary tightening cycle extended less...

We use the 2020 Small Business Credit Survey to study the sources of racial disparities in use of the Paycheck Protection Program (PPP). Black-owned firms are 8.9 percentage points less likely than observably similar white-owned firms to receive PPP loans. About 55% of this take-up disparity is...

The massive rise in U.S. stockholding during the early twentieth century resulted in the deepening of securities markets, the spread of investment banks, and the expansion of publicly held corporations. This paper makes use of a unique panel database of South Dakota bank stockholders from...