IDEAS home Printed from https://ideas.repec.org/a/eee/jcecon/v51y2023i2p524-544.html
   My bibliography  Save this article

Dark side of environmental regulation: Wage inequality cost

Author

Listed:
  • Liu, Yun
  • Zhang, Yifei
  • Yang, Yuxin
  • Chen, Xin

Abstract

Environmental regulations have both bright and dark consequences, and understanding the dark side is critical for policymakers. This paper investigates whether and how environmental regulation exacerbates the wage inequality between skilled and unskilled labor. Employing a triple difference-in-differences (DDD) estimation method on Chinese urban household survey data, we find a 1.7% increase in the wage gap after the implementation of a regional-specific environmental regulation. We show that the enlarged wage gap is mainly due to the intensive margin’s change and is dominated by the polluting sector rather than the non-polluting one. More importantly, the unappealing effect on wage inequality lasts in the long run and is not China-specific, according to our numerical simulation of a general equilibrium model. Finally, we also propose a non-environmental policy instrument to alleviate the negative impact. Overall, our work highlights that environmental regulation may have an unintended wage inequality cost, and our study is of generic policy implications to other economies.

Suggested Citation

  • Liu, Yun & Zhang, Yifei & Yang, Yuxin & Chen, Xin, 2023. "Dark side of environmental regulation: Wage inequality cost," Journal of Comparative Economics, Elsevier, vol. 51(2), pages 524-544.
    • Handle: RePEc:eee:jcecon:v:51:y:2023:i:2:p:524-544
    DOI: 10.1016/j.jce.2022.11.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0147596722000865
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jce.2022.11.004?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Michael Greenstone & Rema Hanna, 2014. "Environmental Regulations, Air and Water Pollution, and Infant Mortality in India," American Economic Review, American Economic Association, vol. 104(10), pages 3038-3072, October.
    2. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    3. Fernando Broner & Paula Bustos & Vasco Carvalho, 2011. "Sources of comparative advantage in polluting industries," Economics Working Papers 1331, Department of Economics and Business, Universitat Pompeu Fabra, revised Dec 2019.
    4. Daron Acemoglu & Philippe Aghion & Leonardo Bursztyn & David Hemous, 2012. "The Environment and Directed Technical Change," American Economic Review, American Economic Association, vol. 102(1), pages 131-166, February.
    5. 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.
    6. Akshaya Jha & Peter H. Matthews & Nicholas Z. Muller, 2019. "Does Environmental Policy Affect Income Inequality? Evidence from the Clean Air Act," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 271-276, May.
    7. 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.
    8. Wang, Yang & Zhang, Yifei, 2020. "Do state subsidies increase corporate environmental spending?," International Review of Financial Analysis, Elsevier, vol. 72(C).
    9. 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.
    10. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2005. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 1-45, February.
    11. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    12. 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.
    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. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    15. Jesús Fernández-Villaverde & Pablo Guerrón-Quintana & Keith Kuester & Juan Rubio-Ramírez, 2015. "Fiscal Volatility Shocks and Economic Activity," American Economic Review, American Economic Association, vol. 105(11), pages 3352-3384, November.
    16. Raj Chetty & Adam Looney & Kory Kroft, 2009. "Salience and Taxation: Theory and Evidence," American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
    17. Konstantinos Angelopoulos & James Malley & Apostolis Philippopoulos, 2017. "Human Capital Accumulation and Transition to Skilled Employment," Journal of Human Capital, University of Chicago Press, vol. 11(1), pages 72-105.
    18. Karine Constant, 2019. "Environmental policy and human capital inequality: A matter of life and death," Post-Print hal-04215349, HAL.
    19. Born, Benjamin & Pfeifer, Johannes, 2014. "Policy risk and the business cycle," Journal of Monetary Economics, Elsevier, vol. 68(C), pages 68-85.
    20. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    21. Ee, Mong Shan & Chao, Chi-Chur & Liu, Xiangbo & Yu, Eden S.H., 2018. "Environmental policy, firm dynamics and wage inequality in developing countries," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 70-85.
    22. 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).
    23. Feng, Shuaizhang & Hu, Yingyao & Moffitt, Robert, 2017. "Long run trends in unemployment and labor force participation in urban China," Journal of Comparative Economics, Elsevier, vol. 45(2), pages 304-324.
    24. Chen, Zhao & Kahn, Matthew E. & Liu, Yu & Wang, Zhi, 2018. "The consequences of spatially differentiated water pollution regulation in China," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 468-485.
    25. 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.
    26. Timothy G. Conley & Christian B. Hansen & Peter E. Rossi, 2012. "Plausibly Exogenous," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 260-272, February.
    27. Mengdi Liu & Bing Zhang & Qiang Geng, 2018. "Corporate pollution control strategies and labor demand: evidence from China’s manufacturing sector," Journal of Regulatory Economics, Springer, vol. 53(3), pages 298-326, June.
    28. Han, Jun & Liu, Runjuan & Zhang, Junsen, 2012. "Globalization and wage inequality: Evidence from urban China," Journal of International Economics, Elsevier, vol. 87(2), pages 288-297.
    29. Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000. "Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis," Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
    30. Dai, Mi & Huang, Wei & Zhang, Yifan, 2021. "How do households adjust to tariff liberalization? Evidence from China's WTO accession," Journal of Development Economics, Elsevier, vol. 150(C).
    31. Shi, Xinzheng & Xu, Zhufeng, 2018. "Environmental regulation and firm exports: Evidence from the eleventh Five-Year Plan in China," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 187-200.
    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. Xiaoke Zhu & Qiyun Deng & Shuo Zhang, 2024. "Toward low-carbon transition: Does carbon regulation matter for spatial development inequality?," Economic Change and Restructuring, Springer, vol. 57(6), pages 1-29, December.
    2. Ee, Mong Shan & Beladi, Hamid & Chao, Chi-Chur, 2024. "Corporate structure, partial privatization, and wage inequality: Evidence from China's split share structure reform," Emerging Markets Review, Elsevier, vol. 61(C).

    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. 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).
    2. Zhang, Guanglai & Zhang, Ning, 2024. "Environmental regulation and worker earnings: Evidence from city-level air quality standards in China," Energy Economics, Elsevier, vol. 138(C).
    3. 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 1-17, June.
    4. 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).
    5. 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).
    6. Ai, Hongshan & Tan, Xiaoqing & Zhou, Shengwen & Zhou, Yuhan & Xing, Hongye, 2023. "The impact of environmental regulation on carbon emissions: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1067-1079.
    7. Bai, Caiquan & Liu, Hangjuan & Zhang, Rongjie & Feng, Chen, 2023. "Blessing or curse? Market-driven environmental regulation and enterprises' total factor productivity: Evidence from China's carbon market pilots," Energy Economics, Elsevier, vol. 117(C).
    8. Lei Wen & Hongbing Li & Xueying Bian, 2024. "Local environmental legislation and employment growth: evidence from Chinese manufacturing firms," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 16917-16955, July.
    9. Chen, Shiyi & Jiang, Lingduo & Liu, Wanlin & Song, Hong, 2022. "Fireworks regulation, air pollution, and public health: Evidence from China," Regional Science and Urban Economics, Elsevier, vol. 92(C).
    10. Xu, Hao & Xu, Jingxuan & Wang, Jie & Hou, Xiang, 2023. "Reduce production or increase efficiency? Hazardous air pollutants regulation, energy use, and the synergistic effect on industrial enterprises' carbon emission," Energy Economics, Elsevier, vol. 126(C).
    11. Dongmin Kong & Mengxu Xiong & Ni Qin, 2023. "Tax incentives and firm pollution," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(3), pages 784-813, June.
    12. Li, Pei & Wu, JunJie & Xu, Wenchao, 2024. "The impact of industrial sulfur dioxide emissions regulation on agricultural production in China †," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    13. Chen, Ying, 2023. "Environmental regulation, local labor market, and skill heterogeneity," Regional Science and Urban Economics, Elsevier, vol. 101(C).
    14. Han, Chao & Li, Chongyu & Pei, Jiansuo & Wang, Chunhua, 2024. "Environmental regulation and intermediate imports: Firm-product-level evidence," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    15. Liao, Jiaqi & Zhang, Ning, 2024. "Environmental regulation and manufacturing employment: Evidence from China's Eleventh Five-Year Plan," China Economic Review, Elsevier, vol. 87(C).
    16. Qin, Ming & Fan, Lin-feng & Li, Jing & Li, Yi-fei, 2021. "The income distribution effects of environmental regulation in China: The case of binding SO2 reduction targets," Journal of Asian Economics, Elsevier, vol. 73(C).
    17. Lu, Shuling & Yang, Qijing, 2024. "Price of going green: The employment effects of the environmental protection tax in China," China Economic Review, Elsevier, vol. 87(C).
    18. Li, Shuo & Wang, Min, 2022. "Environmental Regulation and Firms’ Extensive Margin Decisions," EfD Discussion Paper 22-15, Environment for Development, University of Gothenburg.
    19. Maoyong Fan & Qu Tang & Jianxin Wu & Junji Xiao, 2023. "Unintended environmental consequences of place‐based economic policies," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(1), pages 291-315, January.
    20. Yanyun Li & Faqin Lin & Wenxiao Wang, 2022. "Environmental regulation and inward foreign direct investment: Evidence from the eleventh Five‐Year Plan in China," Journal of Economic Surveys, Wiley Blackwell, vol. 36(3), pages 684-707, July.

    More about this item

    Keywords

    Environmental regulation; Wage inequality; China;
    All these keywords.

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

    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:eee:jcecon:v:51:y:2023:i:2:p:524-544. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622864 .

    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.