This paper shows that the most efficient way for China to fulfill its committed import purchases from the United States under the Phase One trade agreement is to mimic the effect of an import subsidy. The effective subsidies would divert China’s agricultural imports from other countries. We find that this trade diversion is especially strong for Australia and Canada, followed by Brazil, Indonesia, Malaysia, Thailand, and Vietnam.
Trade tensions between China and the United States have played an important role in swinging global stock markets, but the effects are difficult to quantify. Using a comprehensive database constructed by Wisers, we develop a novel trade sentiment index (TSI) based on textual analysis that assesses the positive or negative tone of Chinese media coverage of the China-US trade situation and evaluates the TSI’s capacity to...
Major video and live streaming platforms in China have recently introduced a live commenting feature that allows viewers to post comments in real time during video content consumption. Building on the rich live comment data, this research proposes a novel approach for in-consumption social listening to extract live consumption experience. The approach is demonstrated in the context of online movie watching...
Focusing on China’s accession to the World Trade Organization, we show that Chinese cities with more exposure to trade liberalization sent more students to US universities.
China's 2021 “Double Reduction'' policy, which banned for-profit K12 academic tutoring, triggered an abrupt contraction in the education-services labor market. Using real-time job-posting and firm-registration data, we estimate over three million job openings lost in four months and at least 11 billion RMB in value-added tax (VAT) revenue losses within 18 months, alongside unintended negative spillovers to untargeted arts and sports training.