IDEAS home Printed from https://ideas.repec.org/a/wly/mgtdec/v43y2022i6p1810-1834.html
   My bibliography  Save this article

Will tougher environmental policy reduce the employment of industrial enterprises? The heterogeneity analysis based on enterprise level and city level

Author

Listed:
  • Yusen Gao
  • Changsheng Hu
  • Yue Yang

Abstract

Using the Two Control Zones policy in China, we analyze the impact of tougher environmental policy on the employment of industrial enterprises through DID and PSM‐DID methods. We find that tougher environmental policy has a positive (negative) employment effect for industrial enterprises above (below) designated size. In the heterogeneity tests, the positive effect is more significant for enterprises with bigger size, stronger R&D capability, less financial constraint, owned by foreign shareholders, and located in eastern provinces. As for the enterprises in heavily polluting industries, tougher environmental regulation may hinder their development.

Suggested Citation

  • Yusen Gao & Changsheng Hu & Yue Yang, 2022. "Will tougher environmental policy reduce the employment of industrial enterprises? The heterogeneity analysis based on enterprise level and city level," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(6), pages 1810-1834, September.
  • Handle: RePEc:wly:mgtdec:v:43:y:2022:i:6:p:1810-1834
    DOI: 10.1002/mde.3490
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/mde.3490
    Download Restriction: no

    File URL: https://libkey.io/10.1002/mde.3490?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Vernon Henderson, 1997. "The Impact of Air Quality Regulation on Industrial Location," Annals of Economics and Statistics, GENES, issue 45, pages 123-137.
    2. Schreifels, Jeremy J. & Fu, Yale & Wilson, Elizabeth J., 2012. "Sulfur dioxide control in China: policy evolution during the 10th and 11th Five-year Plans and lessons for the future," Energy Policy, Elsevier, vol. 48(C), pages 779-789.
    3. Cai, Xiqian & Lu, Yi & Wu, Mingqin & Yu, Linhui, 2016. "Does environmental regulation drive away inbound foreign direct investment? Evidence from a quasi-natural experiment in China," Journal of Development Economics, Elsevier, vol. 123(C), pages 73-85.
    4. Gray, Wayne B. & Shadbegian, Ronald J. & Wang, Chunbei & Meral, Merve, 2014. "Do EPA regulations affect labor demand? Evidence from the pulp and paper industry," Journal of Environmental Economics and Management, Elsevier, vol. 68(1), pages 188-202.
    5. Berman, Eli & Bui, Linda T. M., 2001. "Environmental regulation and labor demand: evidence from the South Coast Air Basin," Journal of Public Economics, Elsevier, vol. 79(2), pages 265-295, February.
    6. Sanz, Nicolas & Schwartz, Sonia, 2013. "Are pollution permit markets harmful for employment?," Economic Modelling, Elsevier, vol. 35(C), pages 374-383.
    7. Hering, Laura & Poncet, Sandra, 2014. "Environmental policy and exports: Evidence from Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 296-318.
    8. 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.
    9. Morgenstern, Richard D. & Pizer, William A. & Shih, Jhih-Shyang, 2002. "Jobs Versus the Environment: An Industry-Level Perspective," Journal of Environmental Economics and Management, Elsevier, vol. 43(3), pages 412-436, May.
    10. Wang, Can & Zhang, Weishi & Cai, Wenjia & Xie, Xi, 2013. "Employment impacts of CDM projects in China's power sector," Energy Policy, Elsevier, vol. 59(C), pages 481-491.
    11. Yip, Chi Man, 2018. "On the labor market consequences of environmental taxes," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 136-152.
    12. Yazid Dissou & Qian Sun, 2013. "GHG Mitigation Policies and Employment: A CGE Analysis with Wage Rigidity and Application to Canada," Canadian Public Policy, University of Toronto Press, vol. 39(s2), pages 53-66, August.
    13. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    14. Klaus Rennings & Andreas Ziegler & Thomas Zwick, 2004. "The effect of environmental innovations on employment changes: an econometric analysis," Business Strategy and the Environment, Wiley Blackwell, vol. 13(6), pages 374-387, November.
    15. Requate, Till, 2005. "Dynamic incentives by environmental policy instruments--a survey," Ecological Economics, Elsevier, vol. 54(2-3), pages 175-195, August.
    16. Cole, Matthew A. & Elliott, Robert J.R. & Wu, Shanshan, 2008. "Industrial activity and the environment in China: An industry-level analysis," China Economic Review, Elsevier, vol. 19(3), pages 393-408, September.
    17. Yanase, Akihiko, 2011. "Impatience, pollution, and indeterminacy," Journal of Economic Dynamics and Control, Elsevier, vol. 35(10), pages 1789-1799, October.
    18. repec:adr:anecst:y:1997:i:45:p:04 is not listed on IDEAS
    19. Kenji Kondoh & Shigemi Yabuuchi, 2012. "Unemployment, environmental policy, and international migration," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 21(5), pages 677-690, October.
    20. Elliott, Robert J.R. & Lindley, Joanne K., 2017. "Environmental Jobs and Growth in the United States," Ecological Economics, Elsevier, vol. 132(C), pages 232-244.
    21. Liu, Mengdi & Shadbegian, Ronald & Zhang, Bing, 2017. "Does environmental regulation affect labor demand in China? Evidence from the textile printing and dyeing industry," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 277-294.
    22. Greaney, Theresa M. & Li, Yao & Tu, Dongmei, 2017. "Pollution control and foreign firms’ exit behavior in China," Journal of Asian Economics, Elsevier, vol. 48(C), pages 148-159.
    23. Bento, Antonio M. & Jacobsen, Mark, 2007. "Ricardian rents, environmental policy and the `double-dividend' hypothesis," Journal of Environmental Economics and Management, Elsevier, vol. 53(1), pages 17-31, January.
    24. Cai, Wenjia & Wang, Can & Chen, Jining & Wang, Siqiang, 2011. "Green economy and green jobs: Myth or reality? The case of China’s power generation sector," Energy, Elsevier, vol. 36(10), pages 5994-6003.
    25. Michael Greenstone, 2002. "The Impacts of Environmental Regulations on Industrial Activity: Evidence from the 1970 and 1977 Clean Air Act Amendments and the Census of Manufactures," Journal of Political Economy, University of Chicago Press, vol. 110(6), pages 1175-1219, December.
    26. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    27. Lu, Yi & Wu, Mingqin & Yu, Linhui, 2012. "Is There a Pollution Haven Effect? Evidence from a Natural Experiment in China," MPRA Paper 38787, University Library of Munich, Germany.
    28. Albrizio, Silvia & Kozluk, Tomasz & Zipperer, Vera, 2017. "Environmental policies and productivity growth: Evidence across industries and firms," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 209-226.
    29. Liu Yang & Youtang Zhang, 2020. "Digital Financial Inclusion and Sustainable Growth of Small and Micro Enterprises—Evidence Based on China’s New Third Board Market Listed Companies," Sustainability, MDPI, vol. 12(9), pages 1-21, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chun Lin & Gengrui Cui & Yingjie Sun, 2023. "Labor allocation: How environmental regulation promotes industrial structure," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(4), pages 1995-2003, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wang, Chang’an & Liu, Xiaoqian & Li, Han & Yang, Cunyi, 2023. "Analyzing the impact of low-carbon city pilot policy on enterprises' labor demand: Evidence from China," Energy Economics, Elsevier, vol. 124(C).
    2. Liu, Mengdi & Tan, Ruipeng & Zhang, Bing, 2021. "The costs of “blue sky”: Environmental regulation, technology upgrading, and labor demand in China," Journal of Development Economics, Elsevier, vol. 150(C).
    3. Hille, Erik & Möbius, Patrick, 2019. "Do energy prices affect employment? Decomposed international evidence," Journal of Environmental Economics and Management, Elsevier, vol. 96(C), pages 1-21.
    4. Marin, Giovanni & Vona, Francesco, 2019. "Climate policies and skill-biased employment dynamics: Evidence from EU countries," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    5. repec:hal:spmain:info:hdl:2441/5ahh4t5kfl8nprei89ignlk5nl is not listed on IDEAS
    6. repec:hal:spmain:info:hdl:2441/2vteelu0n785l82j764n6ul273 is not listed on IDEAS
    7. Liao, Tianlong & Liu, Guanchun & Liu, Yuanyuan & Lu, Rui, 2023. "Environmental regulation and corporate employment revisited: New quasi-natural experimental evidence from China's new environmental protection law," Energy Economics, Elsevier, vol. 124(C).
    8. Jiyu Zhao & Ning Zhang, 2023. "Environmental regulation and labor market: a bibliometric analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6095-6116, July.
    9. Chen, Ying, 2023. "Environmental regulation, local labor market, and skill heterogeneity," Regional Science and Urban Economics, Elsevier, vol. 101(C).
    10. Guan, Jin & He, Dongwei & Zhu, Qigui, 2022. "More incentive, less pollution: The influence of official appraisal system reform on environmental enforcement," Resource and Energy Economics, Elsevier, vol. 67(C).
    11. Wei Shan & Jingyi Wang, 2019. "The Effect of Environmental Performance on Employment: Evidence from China’s Manufacturing Industries," IJERPH, MDPI, vol. 16(12), pages 1-18, June.
    12. Shiyu Bo, 2021. "Environmental Regulations, Political Incentives and Local Economic Activities: Evidence from China," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(3), pages 812-835, June.
    13. Francesco Vona & Giovanni Marin & Davide Consoli, 2019. "Measures, drivers and effects of green employment: evidence from US local labor markets, 2006–2014," Journal of Economic Geography, Oxford University Press, vol. 19(5), pages 1021-1048.
    14. Hongshan Ai & Xiaoqing Tan & Zhen Xia, 2022. "RETRACTED: The Effects of Environmental Regulations on Medical Expenses: Evidence from China," IJERPH, MDPI, vol. 19(13), pages 1, June.
    15. Olivier Deschenes, 2018. "Environmental regulations and labor markets," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-22, November.
    16. Francesco Vona & Giovanni Marin & Davide Consoli & David Popp, 2015. "Green Skills," Working Papers 2015.72, Fondazione Eni Enrico Mattei.
    17. Zhang, Ming & Zhao, Yingxue, 2023. "Does environmental regulation spur innovation? Quasi-natural experiment in China," World Development, Elsevier, vol. 168(C).
    18. Yip, Chi Man, 2018. "On the labor market consequences of environmental taxes," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 136-152.
    19. Li, Feiyang & Lin, Ziyue & Huang, Liangxiong & Yang, Caiting, 2022. "Environmental regulation and global value chain division position:Analysis based on global transnational data," Energy Policy, Elsevier, vol. 168(C).
    20. Francesco Vona & Giovanni Marin & Davide Consoli & David Popp, 2018. "Environmental Regulation and Green Skills: An Empirical Exploration," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(4), pages 713-753.
    21. Rolf Färe & Shawna Grosskopf & Carl A. Pasurka & Ron Shadbegian, 2018. "Pollution abatement and employment," Empirical Economics, Springer, vol. 54(1), pages 259-285, February.
    22. repec:hal:spmain:info:hdl:2441/1fkb59dcsg9alqqq6qv18jj5us is not listed on IDEAS
    23. Mao, Jie & Wang, Chunhua & Yin, Haitao, 2023. "Corporate responses to air quality regulation: Evidence from a regional environmental policy in China," Regional Science and Urban Economics, Elsevier, vol. 98(C).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:mgtdec:v:43:y:2022:i:6:p:1810-1834. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/7976 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.