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Working Paper
Bank Relationships and the Geography of PPP Lending
I study how bank relationships affected the timing and geographic distribution of Paycheck Protection Program (PPP) lending. Half of banks' PPP loans went to borrowers within 2 miles of a branch, mostly driven by relationship lending. Firms near less active lenders shifted to fintechs and other distant lenders, resulting in delays receiving credit but only slightly lower loan volumes. I estimate a structural model to fit the observed relationship between branch distance, bank PPP activity, and origination timing. I find that banks served relationship borrowers 5 to 9 days before other ...
Working Paper
Financial Failure and Depositor Quality: Evidence from Building and Loan Associations in California
Flightiness, or depositor sensitivity to liquidity needs, can be an important determinant of financial distress. I leverage institutional differences that attract depositors with varying flightiness across building and loan associations in California during the Great Depression. A new type of plan, the Dayton plan, involved less restrictive savings plans and lower withdrawal penalties. Dayton plans in California were more likely to close during the Great Depression. Archival evidence on lending rates and returns supports the flightiness mechanism.