Using big data of the locations of bank branches and borrowers in China, we document a non-trivial amount of distant lending. The inter-firm network helps banks collect soft information which facilitates the distant lending. We also use novel data of monthly internal loan rating changes to directly measure soft information and find that banks have better soft information and predict delinquent events more accurately for borrowers connected via the inter-firm network.
China has experienced a rapid increase in FinTech penetration in the form of offline digital payments over the past decade. Using unique account-level data on consumption, investments, and FinTech usage from the Ant Group, we find that FinTech can lower investment barriers and help households move toward optimal risk-taking. Inferring individuals’ risk tolerance from their consumption volatility, we find that individuals who are more risk tolerant benefit more from FinTech advancement. Examining the enhancement...
Our research studies the incentive costs of China’s housing booms . We use the type and actual time stamps of 9.3 million credit card transactions by over 200,000 cardholders to detect non-work-related behavior during work hours. Employees respond to positive house price shocks with an immediate and permanent increase in their propensity to use work hours to attend to personal needs. Our estimate implies an elasticity of shirking propensity with respect to house price of 1.6. The effect is driven by homeowners, especially among owners with higher housing wealth. Further analyses point to negative productivity implications of the increased shirking.
We use a randomized information intervention to shed light on whether poor understanding of social insurance—in terms of both the enrollment process and the associated costs and benefits—drives the relatively low rates of participation in urban health insurance and pension programs among China's rural-urban migrants. Among workers without a contract...
In China, a large share of enterprises is state-owned and has preferential access to finances. This should affect the way the economy responds to changes in monetary policy. We find that a policy easing is more effective than a policy tightening – which is consistent with the PBC being able to “push on a string”.