Using business registry data from China, we show that internal capital markets in business groups can propagate corporate shareholders' credit supply shocks to their subsidiaries. An average of 16.7% local bank credit growth where corporate shareholders are located would increase subsidiaries investment by 1% of their tangible fixed asset value, which accounts for 71% (7%) of the median (average) investment rate among these firms...
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”.
During 2013–2014, China launched a nation-wide real-time air quality monitoring and disclosure program, which was a watershed moment in the history of its environmental regulations. We present the first empirical analysis of this natural experiment by exploiting its staggered introduction across cities. The program substantially expanded public access to pollution information, and in turn, triggered a cascade...
Hayek (1945) predicts that where local information is important, the organization of production should be decentralized. This prediction is tested and supported in the context of the decentralization of Chinese state-owned enterprises (SOEs). SOEs are more likely to decentralize with increasing distance from the seat of the oversight government. This likelihood is especially strong when performance heterogeneity is greater and/or transportation costs are higher.
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.