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The Impact of Haze Pollution on Firm-Level TFP in China: Test of a Mediation Model of Labor Productivity

Author

Listed:
  • Bin Li

    (School of Economics and Management, Beijing University of Chemical Technology, Beijing 100029, China)

  • Shuai Shi

    (School of Economics and Management, Beijing University of Chemical Technology, Beijing 100029, China)

  • Yating Zeng

    (School of Economics and Management, Beijing University of Chemical Technology, Beijing 100029, China)

Abstract

The core issue for China’s economy to shift from high-speed growth to high-quality development is to raise total factor productivity (TFP). Based on the data of A-share listed companies from 2013 to 2017 and the air quality monitoring data released by the China National Environmental Monitoring Centre, this paper conducts an empirical test on the relationship between haze pollution, labor productivity, and firm-level TFP by using the mediation effect test model. The results show the following: First, haze pollution will reduce a firm’s TFP. Second, labor productivity plays a partial intermediary role between haze pollution and a firm’s TFP. Haze pollution will not only have a direct negative impact on a firm-level TFP but also reduce a firm-level TFP by reducing labor productivity. Subsequently, the robustness test was carried out by means of a substitution of independent variables and dependent variables, and the results all supported the hypotheses in this paper. In addition, the heterogeneity of the industry and the ownership of listed companies was analyzed, and the two-stage least squares (2SLS) method was used to solve the endogeneity problem. The conclusions of this paper are helpful to clarify the relationship between haze pollution, firm factor productivity, and firm-level TFP. The paper’s findings also provide a practical basis for firms to further improve TFP from the perspective of air pollution problems such as haze.

Suggested Citation

  • Bin Li & Shuai Shi & Yating Zeng, 2020. "The Impact of Haze Pollution on Firm-Level TFP in China: Test of a Mediation Model of Labor Productivity," Sustainability, MDPI, vol. 12(20), pages 1-21, October.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:20:p:8446-:d:427611
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    as
    1. Ayhan Kose, M. & Prasad, Eswar S. & Terrones, Marco E., 2009. "Does openness to international financial flows raise productivity growth?," Journal of International Money and Finance, Elsevier, vol. 28(4), pages 554-580, June.
    2. Sara Calligaris, 2015. "Misallocation and Total Factor Productivity in Italy: Evidence from Firm-Level Data," LABOUR, CEIS, vol. 29(4), pages 367-393, December.
    3. 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.
    4. 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.
    5. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    6. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    7. Emmanuel Duguet, 2006. "Innovation height, spillovers and tfp growth at the firm level: Evidence from French manufacturing," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 415-442.
    8. Fu, Shihe & Viard, Brian & Zhang, Peng, 2017. "Air Quality and Manufacturing Firm Productivity: Comprehensive Evidence from China," MPRA Paper 78914, University Library of Munich, Germany.
    9. Yu Qin & Hongjia Zhu, 2018. "Run away? Air pollution and emigration interests in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 31(1), pages 235-266, January.
    10. Miller, Stephen M. & Upadhyay, Mukti P., 2000. "The effects of openness, trade orientation, and human capital on total factor productivity," Journal of Development Economics, Elsevier, vol. 63(2), pages 399-423, December.
    11. 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.
    12. Kenneth Y. Chay & Michael Greenstone, 2003. "Air Quality, Infant Mortality, and the Clean Air Act of 1970," Working Papers 0406, Massachusetts Institute of Technology, Center for Energy and Environmental Policy Research.
    13. Gray, Wayne B, 1987. "The Cost of Regulation: OSHA, EPA and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 77(5), pages 998-1006, December.
    14. Gollop, Frank M & Roberts, Mark J, 1983. "Environmental Regulations and Productivity Growth: The Case of Fossil-Fueled Electric Power Generation," Journal of Political Economy, University of Chicago Press, vol. 91(4), pages 654-674, August.
    15. Morakinyo Adetutu & Anthony Glass & Karligash Kenjegalieva & Robin Sickles, 2015. "The effects of efficiency and TFP growth on pollution in Europe: a multistage spatial analysis," Journal of Productivity Analysis, Springer, vol. 43(3), pages 307-326, June.
    16. Li, Zhengtao & Folmer, Henk & Xue, Jianhong, 2014. "To what extent does air pollution affect happiness? The case of the Jinchuan mining area, China," Ecological Economics, Elsevier, vol. 99(C), pages 88-99.
    17. Schiffbauer, Marc & Siedschlag, Iulia & Ruane, Frances, 2017. "Do foreign mergers and acquisitions boost firm productivity?," International Business Review, Elsevier, vol. 26(6), pages 1124-1140.
    18. Hugo A. Hopenhayn, 2014. "Firms, Misallocation, and Aggregate Productivity: A Review," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 735-770, August.
    19. Chih‐Hai Yang & Chun‐Hung Lin & Daw Ma, 2010. "R&D, Human Capital Investment and Productivity: Firm‐level Evidence from China's Electronics Industry," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 18(5), pages 72-89, September.
    20. Yaoguo Wu & Yuegang Song & Guoying Deng, 2017. "Institutional Environment, OFDI, and TFP Growth: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(9), pages 2020-2038, September.
    21. Sara Calligaris, 2015. "Misallocation and Total Factor Productivity in Italy: Evidence from Firm-Level Data," CEIS Research Paper 357, Tor Vergata University, CEIS, revised 14 Oct 2015.
    22. J. Lelieveld & J. S. Evans & M. Fnais & D. Giannadaki & A. Pozzer, 2015. "The contribution of outdoor air pollution sources to premature mortality on a global scale," Nature, Nature, vol. 525(7569), pages 367-371, September.
    23. W. Walker Hanlon, 2016. "Coal Smoke and the Costs of the Industrial Revolution," NBER Working Papers 22921, National Bureau of Economic Research, Inc.
    24. Bin Li & Peixiang Guo & Yating Zeng, 2019. "The Impact of Haze on the Availability of Company Debt Financing: Evidence for Sustainability of Chinese Listed Companies," Sustainability, MDPI, vol. 11(3), pages 1-21, February.
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    4. Jiang, Dequan & Li, Weiping & Shen, Yongjian & Zhang, Ying, 2022. "Does air quality affect firms’ investment efficiency? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 1-17.

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