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The Impact of the COVID-19 Pandemic on Consumption: Learning from High Frequency Transaction Data
Haiqiang Chen, Wenlan Qian, Qiang Wen, May 26, 2021Based on daily transaction data in 214 cities and the difference-in-differences method, we document that daily offline consumption fell by 32%, or 18.57 million RMB per city, during the twelve-week period after China’s COVID-19 outbreak in late January 2020. This implies that China’s offline consumption decreased by over 1.22 trillion RMB in the three-month post-outbreak period, or 1.2% of China’s 2019 GDP. Our estimates suggest a significant economic benefit...
Throwing Good Money after Bad: Zombie Lending and the Supply Chain Contagion of Firm Exit
Yun Dai, Xuchao Li, Dinghua Liu, Jiankun Lu, Jan 19, 2022Zombie lending to downstream firms does not reduce the exit likelihood of upstream firms. Worse, it distorts efficiency-based firm exit in upstream industries. The exit distortion effect works through the trade credit chain and is more profound in industries with stricter financial constraints and tighter supply chain connections
What Happens to Rural Labor Supply Following the Birth of a Son or a Daughter?
Shing-Yi Wang, Nov 20, 2019Our research shows that rural Chinese women's labor supply falls for one year following the birth of a daughter before returning to pre-birth levels while the negative impact of a son on women's labor supply is larger and persists for four years. Furthermore, there is a decrease in household cigarette consumption, and an increase in the mother's probability of being in school, her leisure time, and her participation in...
The Value of Childhood Vaccination in China
Hamid Reza Oskorouchi, Alfonso Sousa-Poza, David Bloom, Sep 09, 2020Using data from the China Health and Retirement Longitudinal Study (CHARLS) we estimated the effect of childhood vaccination on later-life schooling and cognitive abilities of elderly Chinese. We found that being vaccinated in childhood increases schooling by one year and improves numeracy and episodic memory scores by 6 percent on average. These encouraging results confirm the powerful and long-lasting benefits of childhood vaccination.
Improving Regulation for Innovation: Evidence from China’s Pharmaceutical Industry
Ruixue Jia, Xiao Ma, Jianan Yang, Yiran Zhang, Mar 06, 2024In 2015, China revamped its pharmaceutical regulations, drawing inspiration from the US, to accelerate drug approvals. Using data at the drug and firm levels during 2011–2021, this study reveals three key outcomes.
