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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...
Developing Credit Markets in Provinces Improves Innovation among Firms in the People’s Republic of China
Hua Shang, Quanyun Song, Yu Wu, Mar 28, 2018Our recent research finds that provincial credit market development, through improving credit allocation, enhances firms’ product innovation incentives and outcomes in the People’s Republic of China. We further show that firms’ credit constraints and performance are two channels through which credit market development affects the innovative capacities of firms. We suggest that in order to further promote firms’ innovations, China should encourage financial institutions to actively screen those firms who have good performance but face credit constraints.
Good Finance, Bad Finance, and Resource Misallocation: Evidence from China
Jiapin Deng, Qiao Liu, Apr 03, 2024The development of finance driven by Chinese local governments exacerbates the problem of resource misallocation, whereas market-driven finance significantly improves allocative efficiency. This highlights the policy implication that modern finance in China should prioritize the efficient utilization of resources rather than mere expansion in scale.
Returnees and Innovation: Evidence from Chinese Publicly Listed Firms
Yibo Qiao, Andrea Ascani, Stefano Breschi, Andrea Morrison, May 28, 2025We investigate the relationship between high-skill returnees and innovation of Chinese publicly listed firms. To this aim, we construct a unique dataset of 2,499 firms over the period 2002–2016 by combining three different data sources (i.e. CNRDS, CSMAR, and LinkedIn). Our results show that different typologies of returnees (employees, technologists, and managers) with different experiences abroad (work versus study) may bring back different skills and impact differently on firm innovation.
Outward FDI and Domestic Input Distortions: Evidence from Chinese Firms
Cheng Chen, Wei Tian, Miaojie Yu, Sep 08, 2021A recent study shows that domestic input distortions faced by private firms in China have generated extra incentives for those firms to invest and produce abroad. This finding helps explain an astonishing increase in China’s outward foreign direct investment (FDI) flows since the financial crisis.
