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Air pollution induces aggregate productivity growth: evidence from Chinese firms through productivity decomposition analysis

Author

Listed:
  • Dan Ye

    (Chongqing University)

  • Lingyun Huang

    (Chongqing University)

  • Tor Eriksson

    (Aarhus University)

Abstract

Severe air pollution is known to affect firm-level productivity, yet its impact on firm dynamics (market share shifts, entry, and exit) has been previously overlooked. Based on extensive panel data of 212,263 firms across 294 Chinese cities, we construct a comprehensive theoretical model and apply 2SLS and IV-Probit methods to investigate the effects of air pollution on aggregate productivity growth. Employing change in mixing height as an instrumental variable, we uncover that air pollution primarily decreases aggregate productivity growth through two ways: a reduction in firm-level productivity (within-firm effect) and a redistribution of market shares in favor of higher-productivity firms (between-firm effect). These effects exhibit strong heterogeneity according to the industrial polluting level, geographical location, firm ownership, and firm size. Mechanism analysis indicates that air pollution raises a firm’s welfare expenditures and inventory costs, crowding out funds for research and development; environmental regulation and industrial competitiveness will further amplify within- and between-firm effects. Utilizing a standard productivity decomposition analysis, we determine that air pollution is responsible for 9.369% of the decline in aggregate productivity growth from 1998 to 2015, and an even more significant 15.563% from 2011 to 2021, with the within-firm effect being the primary driver. This study offers valuable insights for objectively evaluating the economic losses induced by air pollution and provides significant implications for the development of environmental policies and firm strategies in China. Graphical abstract

Suggested Citation

  • Dan Ye & Lingyun Huang & Tor Eriksson, 2025. "Air pollution induces aggregate productivity growth: evidence from Chinese firms through productivity decomposition analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 12153-12192, May.
  • Handle: RePEc:spr:endesu:v:27:y:2025:i:5:d:10.1007_s10668-024-05758-0
    DOI: 10.1007/s10668-024-05758-0
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    as
    1. Hanna, Rema & Oliva, Paulina, 2015. "The effect of pollution on labor supply: Evidence from a natural experiment in Mexico City," Journal of Public Economics, Elsevier, vol. 122(C), pages 68-79.
    2. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    3. Rakesh Bhutiani & Dipali B. Kulkarni & D. R. Khanna & Varun Tyagi & Faheem Ahamad, 2021. "Spatial and seasonal variations in particulate matter and gaseous pollutants around integrated industrial estate (IIE), SIDCUL, Haridwar: a case study," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(10), pages 15619-15638, October.
    4. Zhipeng Zhu & Yuxuan Qiao & Qunyue Liu & Conghua Lin & Emily Dang & Weicong Fu & Guangyu Wang & Jianwen Dong, 2021. "The impact of meteorological conditions on Air Quality Index under different urbanization gradients: a case from Taipei," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 3994-4010, March.
    5. Marc J. Melitz & Sašo Polanec, 2015. "Dynamic Olley-Pakes productivity decomposition with entry and exit," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 362-375, June.
    6. 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.
    7. Xue, Shuyu & Zhang, Bohui & Zhao, Xiaofeng, 2021. "Brain drain: The impact of air pollution on firm performance," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    8. Tom Y. Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2019. "The Effect of Pollution on Worker Productivity: Evidence from Call Center Workers in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 151-172, January.
    9. Lai, Wangyang & Song, Hong & Wang, Chang & Wang, Huanhuan, 2021. "Air pollution and brain drain: Evidence from college graduates in China," China Economic Review, Elsevier, vol. 68(C).
    10. 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.
    11. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    12. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2017. "Happiness in the air: How does a dirty sky affect mental health and subjective well-being?," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 81-94.
    13. Shian Zeng & Chengdong Yi, 2023. "The effect of joint prevention and control plan on atmospheric pollution governance and residents’ willingness to pay," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(12), pages 14199-14228, December.
    14. Tom Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2016. "Particulate Pollution and the Productivity of Pear Packers," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 141-169, August.
    15. Shihe Fu & V Brian Viard & Peng Zhang, 2021. "Air Pollution and Manufacturing Firm Productivity: Nationwide Estimates for China [Management and shocks to worker productivity]," The Economic Journal, Royal Economic Society, vol. 131(640), pages 3241-3273.
    16. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    17. Aragón, Fernando M. & Miranda, Juan Jose & Oliva, Paulina, 2017. "Particulate matter and labor supply: The role of caregiving and non-linearities," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 295-309.
    18. Sichen Liu & Quanling Cai & Mingxing Wang & Kaisheng Di, 2024. "Urban public services and fertility intentions of internal migrants in China," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-24, March.
    19. Dixit, Avinash K & Stiglitz, Joseph E, 1977. "Monopolistic Competition and Optimum Product Diversity," American Economic Review, American Economic Association, vol. 67(3), pages 297-308, June.
    20. Li, Han & Li, Zhigang, 2013. "Road investments and inventory reduction: Firm level evidence from China," Journal of Urban Economics, Elsevier, vol. 76(C), pages 43-52.
    21. David H. Autor & David Dorn & Gordon H. Hanson, 2015. "Untangling Trade and Technology: Evidence from Local Labour Markets," Economic Journal, Royal Economic Society, vol. 0(584), pages 621-646, May.
    22. Huang, Minjie & Zhao, Shunan & Kumbhakar, Subal C., 2022. "Decomposition of Output, Productivity and Market Structure Changes," European Journal of Operational Research, Elsevier, vol. 303(1), pages 422-437.
    23. 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.
    24. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    25. Han Zou, 2024. "Environmental regulation, corporate strategy and trade costs: a regression discontinuity in time design," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(5), pages 12163-12191, May.
    26. Qiu, Larry D. & Zhou, Mohan & Wei, Xu, 2018. "Regulation, innovation, and firm selection: The porter hypothesis under monopolistic competition," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 638-658.
    27. Deng, Xin & Gao, Huasheng, 2013. "Nonmonetary Benefits, Quality of Life, and Executive Compensation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(1), pages 197-218, February.
    28. Cook, Nikolai & Heyes, Anthony, 2022. "Pollution pictures: Psychological exposure to pollution impacts worker productivity in a large-scale field experiment," Journal of Environmental Economics and Management, Elsevier, vol. 114(C).
    29. Ming Zhang & Ruifeng Sun & Wenwen Wang, 2021. "Study on the effect of public participation on air pollution control based on China's Provincial level data," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(9), pages 12814-12827, September.
    30. Akpalu, Wisdom & Normanyo, Ametefee K., 2017. "Gold Mining Pollution and the Cost of Private Healthcare: The Case of Ghana," Ecological Economics, Elsevier, vol. 142(C), pages 104-112.
    31. Li, Hongbin & Zhou, Li-An, 2005. "Political turnover and economic performance: the incentive role of personnel control in China," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1743-1762, September.
    32. Jialiang Yang & Wen Yin, 2024. "How air pollution affects corporate total factor productivity?," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-21, May.
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