We present evidence that shared codes, religious beliefs, ethnicity - cultural proximity - between lenders and borrowers improves the efficiency of credit allocation. We identify in-group preferential treatment using dyadic data on the religion and caste of bank officers and borrowers from a...

We study the wealth accumulation of Indian parliamentarians using public disclosures required of all candidates since 2003. Annual asset growth of winners is on average 3 to 6 percentage points higher than runners-up. By performing a within-constituency comparison where both runner-up and winner...

Bank balance sheet lending is commonly viewed as the predominant form of lending. We document and study two margins of adjustment that are usually absent from this view using microdata in the $10 trillion U.S. residential mortgage market. We first document the limits of the shadow bank...

This paper argues that firms have an informational advantage over consumers in selecting arbitrators in consumer arbitration. We document how the selection process impacts arbitration outcomes by studying roughly 9,000 consumer arbitration cases in the securities industry. Securities disputes...

We use textual analysis of high-dimensional data from patent documents to create new indicators of technological innovation. We identify significant patents based on textual similarity of a given patent to previous and subsequent work: these patents are distinct from previous work but are...

We follow a representative panel of millions of consumers in the U.S. from 2007 to 2017 and document several facts on the long-term effects of the Great Recession. There were about six million foreclosures in the ten-year period after Lehman's collapse. Owners of multiple homes accounted for 25%...

We study the interaction of search and application approval in credit markets. We combine a unique dataset, which details search behavior for a large sample of mortgage borrowers, with loan application and rejection decisions. Our data reveal substantial dispersion in mortgage rates and search...

Is bank capital structure designed to extract deposit subsidies? We address this question by studying capital structure decisions of shadow banks: intermediaries that provide banking services but are not funded by deposits. We assemble, for the first time, call report data for shadow banks which...

We study the frictions in dealer-intermediation in residential real estate through the lens of "iBuyers," technology entrants, who purchase and sell residential real estate through online platforms. iBuyers supply liquidity to households by allowing them to avoid a lengthy sale process. They...

We follow a representative panel of US borrowers to study the suspension of household debt payments (debt forbearance) during the COVID-19 pandemic. Between March and October of 2020, loans worth $2 trillion entered forbearance. On average, cumulative payments missed per individual in...