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Debt Management and Strategic Interactions in Top-down Bureaucracy: Evidence from China

Xi Qu, Zhiwei Xu, Jinxiang Yu, Apr 30, 2025

The Chinese central government implemented a series of measures to establish a top-to-bottom debt ceiling management system starting in 2015. Under this regulatory framework, public debt issuance for a prefecture city is subject to a ceiling (quota) determined through a hierarchical procedure. Based on a comprehensive dataset, we investigate what factors determine the allocations of debt ceiling to prefectural cities in China after the debt management reform. We find that the distributional outcome of the debt ceilings relies on the bilateral interactions of local and their superior governments. We also estimate the effect of ceiling allocation on the real economy, as well as the potential risk associated with implicit debt accumulation.

The Productivity Consequences of Pollution-Induced Migration in China

Gaurav Khanna, Wenquan Liang, Ahmed Mushfiq Mobarak, Ran Song, Apr 07, 2021

Severe air pollution induces workers to move from productive to unproductive regions, reducing their contribution to the aggregate productivity in China. In this paper, we quantify the productivity and welfare consequences of this important new pattern of migration. We find that the productivity losses from pollution through the indirect migration channel are approximately as much as the direct health costs of pollution.

What Do a Billion Observations Say about Distance and Relationship Lending?

Haoyu Gao, Hong Ru, Xiaoguang Yang, Nov 07, 2018

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.

Bright Side of Government Credit: Evidence from a Superbank in China

Hong Ru, May 09, 2018

This study traces the heterogeneous effects of government credit across different levels of the supply chain. I find that China Development Bank's industrial loans to state-owned enterprises crowd out private firms in the same industry but crowd in private firms in downstream industries. Moreover, China Development Bank's infrastructure loans crowd in private firms. It is important for policy makers to disentangle these opposing effects of government credit.

Internal Capital Markets in Business Groups and the Propagation of Credit Supply Shocks

Yu Shi, Robert Townsend, Wu Zhu, Sep 25, 2019

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...