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Connect to Trade

Haoyuan Ding, Haichao Fan, Shu Lin, Feb 21, 2018

A key foundation of Chinese-style institutions is that different levels of government control resources and utilize their power to support businesses connected to them. Professors Haoyuan Ding of Shanghai University of Finance and Economics, Haichao Fan of Fudan University, and Shu Lin of the Chinese University of Hong Kong develop a theoretical model and present supporting empirical evidence to show how this institutional feature affects firm exports in China. In particular, they find that political connection has a positive effect on export in industries that heavily rely on external finance and contracting environment, but a negative effect on export in other industries.

Decoding China’s Industrial Policies

Hanming Fang, Ming Li, Guangli Lu, Jul 02, 2025

Industrial policy is often discussed through high-level narratives and flagship initiatives, yet its implementation—particularly at the subnational level—remains opaque. We leverage large language models (LLMs) to systematically analyze over three million government documents from 2000 to 2022, extracting structured policy information to decode China’s industrial policy at various levels of government. Combining these newly constructed granular industrial policy data with micro-level firm data, we document four sets of facts on China’s industrial policies, including the economic and political rationality of the choice of the target sectors, the dynamics of the policy tools, the diffusion and similarity of policies, and the effects on firm entry and productivity.

The Hidden Cost of Trade Liberalization: Input Tariff Shocks and Worker Health in China

Haichao Fan, Faqin Lin, Shu Lin, Jun 24, 2020

Can intermediate input trade liberalization affect worker health in a developing country like China, and if so, how? Do the impacts differ between skilled and unskilled workers? What are the welfare implications of input tariff reductions once health factors are considered? Professors Haichao Fan of Fudan University, Faqin Lin of China Agricultural University, and Shu Lin of the Chinese University of Hong Kong develop...

Bilateral Trade and Shocks in Political Relations: Evidence from China

Yingxin Du, Jiandong Ju, Carlos D. Ramirez, Xi Yao, Mar 14, 2018

To what extent do political relations between countries affect their economic exchange? Using evidence of China’s relations with other major powers during the period of 1990 to 2013, Yingxin Du, Jiandong Ju, Carlos D. Ramirez, and Xi Yao point out the time-aggregation bias in the existing empirical research and provide insights on the relationship between political shocks and trade.

Tax Policy and Lumpy Investment Behavior: Evidence from China’s VAT Reform

Zhao Chen, Xian Jiang, Zhikuo Liu, Juan Carlos Suárez Serrato, Daniel Yi Xu, Apr 01, 2020

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%...