Ziyi Liu is a pre-doctoral fellow at EPIC-China and is interested in political economy and statistical methods. Prior to joining EPIC, he received his bachelor’s degree in economics from Peking University. Liu’s current research is to explore how China’s new pollution forecasting technology affects pollution, firms, and individuals. Besides, he also works on the impacts of working as civil servants on individuals’ preferences and ideology in China.