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Consumer-Financed Fiscal Stimulus Evidence from Digital Coupons in China

Jing Ding, Lei Jiang, Lucy Msall, Matthew J. Notowidigdo, Feb 05, 2025

In 2020, local governments in China began issuing digital coupons to stimulate spending in targeted categories such as restaurants and supermarkets. We find that the coupons caused large increases in spending of 3.1–3.3 yuan per yuan spent by the government. The large spending responses do not come from substitution away from non-targeted spending categories or from short-run intertemporal substitution. We conclude that digital coupons are a cost-effective way to provide targeted fiscal stimulus to specific sectors of the economy.

The Impact of Migration Controls on Urban Fiscal Policies and the Intergenerational Transmission of Human Capital in China

Holger Sieg, Chamna Yoon, Jipeng Zhang, Oct 07, 2020

The study explores the impact of migration controls on urban fiscal policies and the intergenerational transmission of human capital accumulation in China. It shows that migrants provide large positive fiscal externalities to major cities. The study evaluates the feasibility and effectiveness of alternative migration policies that offer the potential of decreasing inequality within China, while at the same time promoting growth via increasing the aggregate level of human capital in the economy.

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.

Housing Booms and Shirking

Quanlin Gu, Jia He, Wenlan Qian, Oct 03, 2018

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.

Improving State Effectiveness by Discouraging Civil Servants from Flattering Their Leaders

Alain de Janvry, Guojun He, Elisabeth Sadoulet, Shaoda Wang, Qiong Zhang, Mar 11, 2020

Evaluation of public employees performance is essential to induce higher work efforts. We use an experiment in two provinces of china to explore how to design such evaluation. Results show that the incentive effect of evaluation can be larger if the employee does not know ex-ante who the evaluator will be, thus reducing attempts at personally influencing the evaluator and enhancing instead job achievements.