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Air Pollution, Health Shocks and Labor Mobility

Author

Listed:
  • Yi Zhang

    (School of Business, Jiangsu Normal University, Xuzhou 221116, China)

  • Tao Shi

    (Economics Institute, Henan Academy of Social Science, Fengchan Road 21, Zhengzhou 450002, China)

  • Ai-Jun Wang

    (Economics School, Zhongnan University of Economics and Law, Nanhu Avenue 182, Wuhan 430073, China)

  • Qi Huang

    (Zhengzhou Central Sub-Branch of People’s Bank of China, Shangwu Road 21, Zhengzhou 450000, China)

Abstract

The health shocks caused by air pollution seriously interfere with people’s economic life. Based on the air pollution index and health shock index calculated by the principal component entropy weight method, this article analyzes the impact of air pollution on labor mobility, and adopts the mediation effect model to test the mediation effect of health shocks, using the threshold model to analyze the time and the health shocks threshold effect of air pollution on labor mobility. Its conclusions are as follows: (1) Air pollution has a negative impact on the net inflow of labor mobility, and the net inflow of labor mobility decreases between 24.9% and 44.7% on average for each unit increase in the health shocks of air pollution. (2) The impact of air pollution on labor mobility is all caused by health shocks; the health shocks are also an important factor influencing the decrease in the labor mobility supply across provinces, and the different health levels of the migrating individuals due to air pollution. (3) The health shocks of air pollution have a single-time threshold effect on labor mobility, and the health shocks of air pollution in China have intensified after 2010, confirming that China’s Lewis turning point was 2010. (4) The attraction effect of stable and higher regional real income will partially offset the repulsion effect of health shocks of air pollution on labor mobility, when the health-shocks index of air pollution exceeds the threshold value of 1.9873. Finally, the policy implications of the health shocks of air pollution on labor mobility are also formulated.

Suggested Citation

  • Yi Zhang & Tao Shi & Ai-Jun Wang & Qi Huang, 2022. "Air Pollution, Health Shocks and Labor Mobility," IJERPH, MDPI, vol. 19(3), pages 1-21, January.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:3:p:1382-:d:734688
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    References listed on IDEAS

    as
    1. Eva Arceo & Rema Hanna & Paulina Oliva, 2016. "Does the Effect of Pollution on Infant Mortality Differ Between Developing and Developed Countries? Evidence from Mexico City," Economic Journal, Royal Economic Society, vol. 126(591), pages 257-280, March.
    2. Zhang, Xiaobo & Yang, Jin & Wang, Shenglin, 2011. "China has reached the Lewis turning point," China Economic Review, Elsevier, vol. 22(4), pages 542-554.
    3. Fredj Jawadi & Sami Gouddi & Zied Ftiti & Abdeljaoued Kacem, 2018. "Assessing the Effect of Trade Openness on Health in the MENA Region: a Panel Data Analysis," Open Economies Review, Springer, vol. 29(2), pages 469-479, April.
    4. Xu Xu & Kevin Sylwester, 2016. "Environmental Quality and International Migration," Kyklos, Wiley Blackwell, vol. 69(1), pages 157-180, February.
    5. Everett Lee, 1966. "A theory of migration," Demography, Springer;Population Association of America (PAA), vol. 3(1), pages 47-57, March.
    6. Adhvaryu, Achyuta & Nyshadham, Anant, 2017. "Health, Enterprise, and Labor Complementarity in the Household," Journal of Development Economics, Elsevier, vol. 126(C), pages 91-111.
    7. Cropper, M L, 1981. "Measuring the Benefits from Reduced Morbidity," American Economic Review, American Economic Association, vol. 71(2), pages 235-240, May.
    8. Yuan Zhang & Ting Shao & Qi Dong, 2018. "Reassessing the Lewis Turning Point in China: Evidence from 70,000 Rural Households," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 26(1), pages 4-17, January.
    9. Dominici F. & Daniels M. & Zeger S. L. & Samet J. M., 2002. "Air Pollution and Mortality: Estimating Regional and National Dose-Response Relationships," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 100-111, March.
    10. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    11. Liu, Ziming & Yu, Lu, 2020. "Stay or Leave? The Role of Air Pollution in Urban Migration Choices," Ecological Economics, Elsevier, vol. 177(C).
    12. W. Reed Walker, 2011. "Environmental Regulation and Labor Reallocation: Evidence from the Clean Air Act," American Economic Review, American Economic Association, vol. 101(3), pages 442-447, May.
    13. Eva Olimpia Arceo Gómez & Rema Hanna & Paulina Oliva, 2012. "Does the Effect of Pollution on Infant Mortality Differ Between Developed and Developing Countries? Evidence from Mexico City," Working Papers DTE 546, CIDE, División de Economía.
    14. Kahn, Matthew E. & Mansur, Erin T., 2013. "Do local energy prices and regulation affect the geographic concentration of employment?," Journal of Public Economics, Elsevier, vol. 101(C), pages 105-114.
    15. Färe, Rolf & Grosskopf, Shawna & Pasurka, Carl A., 2007. "Environmental production functions and environmental directional distance functions," Energy, Elsevier, vol. 32(7), pages 1055-1066.
    16. Janet Currie & Lucas Davis & Michael Greenstone & Reed Walker, 2013. "Do Housing Prices Reflect Environmental Health Risks? Evidence from More than 1600 Toxic Plant Openings and Closings," NBER Working Papers 18700, National Bureau of Economic Research, Inc.
    17. Chen, Shuai & Oliva, Paulina & Zhang, Peng, 2022. "The effect of air pollution on migration: Evidence from China," Journal of Development Economics, Elsevier, vol. 156(C).
    18. Raghbendra Jha & John Whalley, 2001. "The Environmental Regime in Developing Countries," NBER Chapters, in: Behavioral and Distributional Effects of Environmental Policy, pages 217-250, National Bureau of Economic Research, Inc.
    19. Kwan, Fung & Wu, Yanrui & Zhuo, Shuaihe, 2018. "Surplus agricultural labour and China's Lewis turning point," China Economic Review, Elsevier, vol. 48(C), pages 244-257.
    20. repec:emc:wpaper:dte-546 is not listed on IDEAS
    21. Shuai Chen & Paulina Oliva & Peng Zhang, 2017. "The Effect of Air Pollution on Migration: Evidence from China," NBER Working Papers 24036, National Bureau of Economic Research, Inc.
    22. Ding Li & Yan Zhang & Shuang Ma, 2017. "Would Smog Lead to Outflow of Labor Force? Empirical Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(5), pages 1122-1134, May.
    23. Harris, John R & Todaro, Michael P, 1970. "Migration, Unemployment & Development: A Two-Sector Analysis," American Economic Review, American Economic Association, vol. 60(1), pages 126-142, March.
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    Cited by:

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    2. Mengnan Liu & Mingliang Ma & Mengjiao Liu & Fei Meng & Pingjie Fu & Huaqiao Xing & Jingxue Bi & Zhe Zheng & Yongqiang Lv, 2024. "Quantitative Estimation of the Impacts of Precursor Emissions on Surface O 3 and PM 2.5 Collaborative Pollution in Three Typical Regions of China via Multi-Task Learning," Sustainability, MDPI, vol. 16(6), pages 1-28, March.
    3. Yi Zhang & Mengyang Wang & Tao Shi & Huan Huang & Qi Huang, 2023. "Health Damage of Air Pollution, Governance Uncertainty and Economic Growth," IJERPH, MDPI, vol. 20(4), pages 1-21, February.
    4. Xuna Zhang & Shijing Nan & Shanbing Lu & Minna Wang, 2022. "Spatial Effects of Air Pollution on the Siting of Enterprises: Evidence from China," IJERPH, MDPI, vol. 19(21), pages 1-18, November.
    5. Guozhen Gao & Jinmiao Hu & Yuanyuan Wang & Guofeng Wang, 2022. "Regional Inequalities and Influencing Factors of Residents’ Health in China: Analysis from the Perspective of Opening-Up," IJERPH, MDPI, vol. 19(19), pages 1-17, September.
    6. Yuanfang Du & Shibing You, 2022. "Interaction among Air Pollution, National Health, and Economic Development," Sustainability, MDPI, vol. 15(1), pages 1-21, December.
    7. Shanshan Wu & Libang Ma & Lucang Wang & Xianfei Chen & Zhihao Shi, 2023. "Differences of Social Space of Rural Migrant Labor Force: The Influence of Local Quality," Land, MDPI, vol. 12(3), pages 1-18, March.

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