Journal of Financial and Quantitative Analysis2026open access
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Theories based on incomplete contracting suggest that small organizations have a comparative advantage in activities that make extensive use of “soft” information. We provide evidence consistent with small banks being better able to collect and act on soft information than large banks. In particular, large banks are less willing to lend to informationally “difficult” credits, such as firms with no financial records. Moreover, after controlling for the endogeneity of bank-firm matching, we find that large banks lend at a greater distance, interact more impersonally with their borrowers, have shorter and less exclusive relationships, and do not alleviate credit constraints as effectively.
We build a bridge between relationship lending and transactions lending—investigating relationship effects on contract terms for credit cards, a relatively pure transactions-lending technology. Using more than 1 million accounts, we find that during normal times, consumers with relationships obtain better terms but small businesses with relationships do not. Both groups obtain improved terms during COVID-19, consistent with intertemporal smoothing—relationship borrowers obtain more favorable terms during crises, paid for by worse terms in normal times. Among other findings, CARES Act impediments to reporting consumer delinquencies to credit bureaus, designed to protect customers, reduced informational value of credit scores, penalizing safer consumers.