IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i20p8446-d427611.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/20/8446/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/20/8446/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    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. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Sara Calligaris, 2015. "Misallocation and Total Factor Productivity in Italy: Evidence from Firm-Level Data," LABOUR, CEIS, vol. 29(4), pages 367-393, December.
    13. 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.
    14. 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.
    15. 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.
    16. Hugo A. Hopenhayn, 2014. "Firms, Misallocation, and Aggregate Productivity: A Review," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 735-770, August.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. W. Walker Hanlon, 2016. "Coal Smoke and the Costs of the Industrial Revolution," NBER Working Papers 22921, National Bureau of Economic Research, Inc.
    23. 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.
    24. 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.
    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. Chaoxun Ding & Ruidan Zhang, 2021. "The Measurement and Influencing Factors of Total Factor Productivity in the Chinese Rural Distribution Industry," Sustainability, MDPI, vol. 13(15), pages 1-16, July.
    2. Jiang, Dequan & Li, Weiping & Shen, Yongjian & Yu, Shuangli, 2022. "Does air pollution affect earnings management? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
    3. Yonghong Ma & Huili Ni & Xiaomeng Yang & Lingkai Kong & Chunmei Liu, 2023. "Government subsidies and total factor productivity of enterprises: a life cycle perspective," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(1), pages 153-188, April.
    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.
    5. Xiao Liu & Lingyan He & Jianfei He & Rongxi Zhou, 2024. "Air Quality Monitoring and Total Factor Productivity of Polluting Firms in China," Sustainability, MDPI, vol. 16(16), pages 1-21, August.

    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. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    2. Elisa Gamberoni & Claire Giordano & Paloma Lopez-Garcia, 2016. "Capital and labour (mis)allocation in the euro area: Some stylized facts and determinants," Questioni di Economia e Finanza (Occasional Papers) 349, Bank of Italy, Economic Research and International Relations Area.
    3. Kumari, Ranpati Dewage Thilini Sumudu & Chen, Shawn Xiaoguang & Li, Bei & Tang, Sam Hak Kan, 2023. "Can land misallocation be a greater barrier to development than capital? Evidence from manufacturing firms in Sri Lanka," Economic Modelling, Elsevier, vol. 126(C).
    4. Antonin Bergeaud & Simon Ray, 2021. "Adjustment Costs and Factor Demand: New Evidence from Firms’ Real Estate [The heterogeneous impact of market size on innovation: evidence from French firm-level exports]," The Economic Journal, Royal Economic Society, vol. 131(633), pages 70-100.
    5. D’Arcangelo, Filippo Maria & Pavan, Giulia & Calligaris, Sara, 2022. "The Impact of the European Carbon Market on Firm Productivity: Evidence from Italian Manufacturing Firms," FEEM Working Papers 324170, Fondazione Eni Enrico Mattei (FEEM).
    6. Filippo Maria D’Arcangelo & Giulia Pavan & Sara Calligaris, 2022. "The Impact of the European Carbon Market on Firm Productivity: Evidence from Italian Manufacturing Firms," Working Papers 2022.24, Fondazione Eni Enrico Mattei.
    7. Marco Bee & Julien Hambuckers, 2020. "Modeling multivariate operational losses via copula-based distributions with g-and-h marginals," DEM Working Papers 2020/3, Department of Economics and Management.
    8. T. Libert, 2017. "Misallocation Before, During and After the Great Recession," Working papers 658, Banque de France.
    9. Doan Thi Thanh Ha & Kozo Kiyota & Kenta Yamanouchi, 2016. "Misallocation and Productivity: The Case of Vietnamese Manufacturing," Asian Development Review, MIT Press, vol. 33(2), pages 94-118, September.
    10. Konstantins Benkovskis, 2018. "Misallocation, productivity and fragmentation of production: the case of Latvia," Journal of Productivity Analysis, Springer, vol. 49(2), pages 187-206, June.
    11. Mian Yang & Yining Yuan & Fuxia Yang & Dalia Patino-Echeverri, 2021. "Effects of environmental regulation on firm entry and exit and China’s industrial productivity: a new perspective on the Porter Hypothesis," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 23(4), pages 915-944, October.
    12. Dias, Daniel A. & Robalo Marques, Carlos & Richmond, Christine, 2016. "Misallocation and productivity in the lead up to the Eurozone crisis," Journal of Macroeconomics, Elsevier, vol. 49(C), pages 46-70.
    13. Gnocato, Nicolò & Modena, Francesca & Tomasi, Chiara, 2020. "Labor market reforms and allocative efficiency in Italy," Labour Economics, Elsevier, vol. 67(C).
    14. Matteo Bugamelli & Francesca Lotti & Monica Amici & Emanuela Ciapanna & Fabrizio Colonna & Francesco D�Amuri & Silvia Giacomelli & Andrea Linarello & Francesco Manaresi & Giuliana Palumbo & Filippo , 2018. "Productivity growth in Italy: a tale of a slow-motion change," Questioni di Economia e Finanza (Occasional Papers) 422, Bank of Italy, Economic Research and International Relations Area.
    15. Zhiqiao Xiong & Dandan Li & Hongwei Yu, 2023. "Does PM2.5 (Pollutant) Reduce Firms’ Innovation Output?," IJERPH, MDPI, vol. 20(2), pages 1-19, January.
    16. Chiu, Ya-Ling & Luo, Jinbo & Boscaljon, Brian L., 2024. "The Mist of corporate innovation," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 602-624.
    17. Alam, M. Jahangir, 2020. "Capital misallocation: Cyclicality and sources," Journal of Economic Dynamics and Control, Elsevier, vol. 112(C).
    18. Daniel A. Dias & Carlos Robalo Marques & Christine Richmond, 2020. "A Tale of Two Sectors: Why is Misallocation Higher in Services than in Manufacturing?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 66(2), pages 361-393, June.
    19. Colmer, Jonathan & Lin, Dajun & Liu, Siying & Shimshack, Jay, 2021. "Why are pollution damages lower in developed countries? Insights from high-Income, high-particulate matter Hong Kong," Journal of Health Economics, Elsevier, vol. 79(C).
    20. Liu, Haoming & Salvo, Alberto, 2017. "Severe Air Pollution and School Absences: Longitudinal Data on Expatriates in North China," IZA Discussion Papers 11134, Institute of Labor Economics (IZA).

    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:gam:jsusta:v:12:y:2020:i:20:p:8446-:d:427611. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.