Wu Beibei, Yan Tiemei, Elahi Ehsan
College of Economics and Management, Nanjing Agricultural University, Nanjing, China.
School of Economics, Shandong University of Technology, Zibo, China.
Environ Sci Pollut Res Int. 2023 Feb;30(10):25764-25772. doi: 10.1007/s11356-022-23720-3. Epub 2022 Nov 8.
The current study focuses on determining mediating effect using the fixed and instrumental variable models to understand how PM affects labor supply. To approach study objectives, a 20-year dataset (from 2000 to 2019) of 287 Chinese prefecture-level cities were collected. To deal with potential endogeneity, the ventilation coefficient was used as an instrumental variable to identify the reverse causality between PM and labor supply. Results depicted that the PM pollution significantly and negatively impacts the labor supply. It was found that PM indirectly reduced labor forces because of pollution-induced health losses. Moreover, when the pollution level was above 30 μg/m, the PM significantly reduced the labor supply. The result suggests that China's local and national governments should enact stringent policy measures to reduce air pollution.
当前的研究聚焦于使用固定效应模型和工具变量模型来确定中介效应,以了解空气污染如何影响劳动力供给。为实现研究目标,收集了287个中国地级市从2000年到2019年的20年数据集。为处理潜在的内生性问题,将通风系数用作工具变量,以识别空气污染与劳动力供给之间的反向因果关系。结果表明,空气污染对劳动力供给有显著的负面影响。研究发现,空气污染因导致健康损失而间接减少了劳动力。此外,当污染水平高于30微克/立方米时,空气污染显著减少了劳动力供给。研究结果表明,中国地方和国家政府应制定严格的政策措施来减少空气污染。