We propose a method to estimate the perceived likelihood of an uncertain increase in tariffs using the rise in trade flows in advance of the uncertainty resolution. We apply this framework to the uncertainty surrounding the U.S.’s annual renewal of China’s most-favored-nation (MFN) status in the 1990s. By matching the observed rise in imports in advance of U.S. Congress votes on the renewal, we find that the probability...
To stimulate investment and promote production efficiency, the Chinese government has undertaken a series of value-added tax (VAT) reforms. One of those reforms, in 2009, reduced not only the purchasing price of equipment, but also investment frictions, i.e., the price gap imposed by the pre-reform VAT system between new and used equipment. We find that this reform increased equipment investment by 36%...
We probe the effects of the COVID-19 pandemic and the subsequent containment policies on business activities in China by exploiting big data on 1.5 billion sales invoices. The average drop in sales was between 23% and 35%, depending on firm size, for the 12-week period after the Wuhan lockdown.
In China, migrant children are at a disadvantaged and sometimes cannot enroll in public schools in migration destinations due to policy restrictions. Some migrant workers then have to leave their children behind in their hometowns, which causes the left-behind children problem. This study finds that if the enrollment restriction on migrant children is relaxed, migration of parents and children will increase, and the average human capital in the society will also increase. Low-skill families from small cities benefit most.
This paper investigates the impact of higher education on corporate innovation using a difference-in-differences approach. We find that Chinese firms in skilled industries generate better innovation outcomes, especially firms headquartered in provinces with more science and engineering college graduates, young firms that are more likely to hire young graduates, and firms located near universities. Also, we show that technological innovation is a mechanism...