Publications

1.      Liyang Wan and Qian Wan. 2022. High-speed railway and the intercity transmission of epidemics: Evidence from COVID-19 in China. Economic Modelling, 114, 105934.

2.      Liyang Wan and Ning Zhang. 2023. Earning reduction caused by air pollution: Evidence from China. China Economic Review, 79, 101984.

3.     Liyang Wan, Yunxiao Liu, Kangjuan Lv, and Ning Zhang. 2024. Firm Innovation in Hazy Days: Chinese Evidence. Environmental and Resource Economics, 1-32.

4.    Liyang Wan, Qian Wan, Zichao Yang,  and Ying Zhao. 2025. Judicial institution and innovation: Evidence from China’s intellectual property courts reform. Journal of Development Economics, 103630.

Working Paper

1.     Hantao Hao, Liyang Wan, Linyi Zheng. 2026. E-commerce programme, labour allocation and gender inequality: evidence from rural China. Applied Economics, accepted