Air pollution and high human capital population migration: An empirical study based on 35 major cities in China
被引:59
作者:
Liu, Xiaoxiao
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Econ & Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Ctr Environm Management & Econ Policy Res, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Econ & Management, Xuzhou 221116, Jiangsu, Peoples R China
Liu, Xiaoxiao
[1
,2
]
Dong, Xueying
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Econ & Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Ctr Environm Management & Econ Policy Res, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Econ & Management, Xuzhou 221116, Jiangsu, Peoples R China
Dong, Xueying
[1
,2
]
Li, Shan
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Econ & Management, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Econ & Management, Xuzhou 221116, Jiangsu, Peoples R China
Li, Shan
[1
]
Ding, Yueting
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Econ & Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Ctr Environm Management & Econ Policy Res, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Econ & Management, Xuzhou 221116, Jiangsu, Peoples R China
Ding, Yueting
[1
,2
]
Zhang, Ming
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Econ & Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Ctr Environm Management & Econ Policy Res, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Econ & Management, Xuzhou 221116, Jiangsu, Peoples R China
Zhang, Ming
[1
,2
]
机构:
[1] China Univ Min & Technol, Sch Econ & Management, Xuzhou 221116, Jiangsu, Peoples R China
[2] China Univ Min & Technol, Ctr Environm Management & Econ Policy Res, Xuzhou 221116, Jiangsu, Peoples R China
Air pollution;
High human capital;
International students;
2SLS;
ENVIRONMENTAL-REGULATION;
IMPACT;
HAPPINESS;
EXPOSURE;
TAXATION;
D O I:
10.1016/j.spc.2021.01.032
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
People with high human capital play an important role in promoting the technological progress and economic development of a country. The purpose of this paper is to verify whether air pollution has a certain impact on the migration of high human capital, which is rarely studied in the literature. Based on the panel data of 35 developed cities of China from 2006 to 2016, this paper uses ordinary least square (OLS) method and two-stage least squares (2SLS) method to empirically analyze the impact of air pollution on the number of international students studying in Chinese universities. The results show that cities with severe air pollution would have significantly fewer international students. Moreover, heterogeneity analysis indicates that self-financed international students are more sensitive to air pollution than public-funded students. This research indicates that air pollution governance is crucial in introducing international talents towards a higher human capital goal. (C) 2021 Institution of Chemical Engineers. Published by Elsevier B.V. All rights reserved.
机构:
China Univ Min & Technol, Sch Econ & Management, Xuzhou 221000, Jiangsu, Peoples R China
China Univ Min & Technol, Ctr Environm Management & Econ Policy Res, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Econ & Management, Xuzhou 221000, Jiangsu, Peoples R China
Song, Yan
;
Zhou, Aina
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Econ & Management, Xuzhou 221000, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Econ & Management, Xuzhou 221000, Jiangsu, Peoples R China
Zhou, Aina
;
Zhang, Ming
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Econ & Management, Xuzhou 221000, Jiangsu, Peoples R China
China Univ Min & Technol, Ctr Environm Management & Econ Policy Res, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Econ & Management, Xuzhou 221000, Jiangsu, Peoples R China
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R China
Song, Yan
;
Zhou, Aina
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R China
Zhou, Aina
;
Zhang, Ming
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R China
Zhang, Ming
;
Wang, Hui
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Petr, Sch Econ & Management, Qingdao 266580, Shandong, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R China
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy & Management Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
Song, Yan
;
Guo, Shu
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy & Management Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
Guo, Shu
;
Zhang, Ming
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy & Management Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy Econ & Management Res Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
Song, Yan
;
Li, Man
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy Econ & Management Res Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
Li, Man
;
Zhang, Ming
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy Econ & Management Res Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
Zhang, Ming
;
Sun, Xinran
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy Econ & Management Res Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
机构:
Shanghai Univ Finance & Econ, Sch Urban & Reg Sci, Shanghai 200433, Peoples R China
Tsinghua Univ, Hang Lung Ctr Real Estate, Beijing 100084, Peoples R China
Tsinghua Univ, Dept Construct Management, Beijing 100084, Peoples R ChinaUniv South Calif, Dept Econ, Los Angeles, CA 90089 USA
Sun, Cong
;
Kahn, Matthew E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ South Calif, Dept Econ, Los Angeles, CA 90089 USAUniv South Calif, Dept Econ, Los Angeles, CA 90089 USA
Kahn, Matthew E.
;
Zheng, Siqi
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Hang Lung Ctr Real Estate, Beijing 100084, Peoples R China
Tsinghua Univ, Dept Construct Management, Beijing 100084, Peoples R ChinaUniv South Calif, Dept Econ, Los Angeles, CA 90089 USA
机构:
China Univ Min & Technol, Sch Econ & Management, Xuzhou 221000, Jiangsu, Peoples R China
China Univ Min & Technol, Ctr Environm Management & Econ Policy Res, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Econ & Management, Xuzhou 221000, Jiangsu, Peoples R China
Song, Yan
;
Zhou, Aina
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Econ & Management, Xuzhou 221000, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Econ & Management, Xuzhou 221000, Jiangsu, Peoples R China
Zhou, Aina
;
Zhang, Ming
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Econ & Management, Xuzhou 221000, Jiangsu, Peoples R China
China Univ Min & Technol, Ctr Environm Management & Econ Policy Res, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Econ & Management, Xuzhou 221000, Jiangsu, Peoples R China
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R China
Song, Yan
;
Zhou, Aina
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R China
Zhou, Aina
;
Zhang, Ming
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R China
Zhang, Ming
;
Wang, Hui
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Petr, Sch Econ & Management, Qingdao 266580, Shandong, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221000, Jiangsu, Peoples R China
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy & Management Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
Song, Yan
;
Guo, Shu
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy & Management Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
Guo, Shu
;
Zhang, Ming
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy & Management Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy Econ & Management Res Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
Song, Yan
;
Li, Man
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy Econ & Management Res Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
Li, Man
;
Zhang, Ming
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy Econ & Management Res Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
Zhang, Ming
;
Sun, Xinran
论文数: 0引用数: 0
h-index: 0
机构:
China Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
China Univ Min & Technol, Jiangsu Energy Econ & Management Res Base, Xuzhou 221116, Jiangsu, Peoples R ChinaChina Univ Min & Technol, Sch Management, Xuzhou 221116, Jiangsu, Peoples R China
机构:
Shanghai Univ Finance & Econ, Sch Urban & Reg Sci, Shanghai 200433, Peoples R China
Tsinghua Univ, Hang Lung Ctr Real Estate, Beijing 100084, Peoples R China
Tsinghua Univ, Dept Construct Management, Beijing 100084, Peoples R ChinaUniv South Calif, Dept Econ, Los Angeles, CA 90089 USA
Sun, Cong
;
Kahn, Matthew E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ South Calif, Dept Econ, Los Angeles, CA 90089 USAUniv South Calif, Dept Econ, Los Angeles, CA 90089 USA
Kahn, Matthew E.
;
Zheng, Siqi
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Hang Lung Ctr Real Estate, Beijing 100084, Peoples R China
Tsinghua Univ, Dept Construct Management, Beijing 100084, Peoples R ChinaUniv South Calif, Dept Econ, Los Angeles, CA 90089 USA