内生性
工具变量
中国
污染
空气污染
微粒
环境科学
估计
计量经济学
经济
自然资源经济学
地理
化学
考古
管理
有机化学
生物
生态学
作者
Peng Liu,Daxin Dong,Zhuan Wang
标识
DOI:10.1016/j.scitotenv.2020.141313
摘要
This study examines the impact of air pollution on research and development (R&D) in China on the basis of province-level data for the period 2007—2016. The study discovers a significant adverse impact of air pollution on both R&D input and output in China. The estimation results in this study are robust to the different indicators used to measure R&D input and output and control for possible endogeneity problems via the instrumental variable approach. According to our estimates, if the concentration of particulate matter with a diameter of 2.5 μm or less (PM2.5) increases by 1%, then the scales of annual R&D personnel, expenditures, and new patents will decline by 0.359%, 0.169%, and 0.293%, respectively. The findings indicate that air pollution is a considerable threat to innovation and technological progress in China.
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