Do credit contractions trigger social unrest? To answer this question, we turn to a natural experiment from 1930s China, where the 1933 U.S. Silver Purchase program acts as a shock to bank lending. We assemble a hand-collected data set of loan contracts between banks and firms, labor unrest episodes, and underground Communist Party penetration. The Silver Purchase shock results in a severe credit contraction, and firms borrowing from banks with a larger exposure to it experience increased labor unrest and Communist Party penetration among their workers. These findings contribute to understanding the socio-political consequences of credit shocks.

Most online marketplaces are peer-to-peer. Credit ones, however, are not and they have resurrected many features of traditional financial intermediaries. To understand why, we use online credit as a laboratory to investigate the value of financial intermediation. We develop a structural model of online debt crowdfunding and estimate it on a novel database. We find that abandoning the peer-to-peer paradigm raises lender surplus, platform profits, and credit provision, but exposes investors to liquidity risk. A counterfactual where the platform resembles a bank by bearing liquidity risk can generate larger lender surplus and credit provision when liquidity is low and lenders are risk averse.