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Environmental regulations, enterprise productivity, and green technological progress: large-scale data analysis in China

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  • Yuhuan Sun

    (School of Statistics of Dongbei University of Finance and Economics)

  • Juntao Du

    (School of Statistics of Dongbei University of Finance and Economics)

  • Shuhong Wang

    (Ocean University of China)

Abstract

Environmental regulations can increase enterprise production costs and reduce production efficiency. This study analyzes the annual reports of 132 enterprises in 16 highly polluting industries over 9 years, which includes 52,272 data points comprising 1188 observed values from the 132 enterprises. We find that environmental regulations tend to increase the environment-friendly and non-environment-friendly research and development (R&D) inputs of the enterprises. Irrespective of the type of R&D input, the quality of the enterprise staff improves and their enthusiasm and initiative for work increases, resulting in increased enterprise production efficiency. Additionally, an increase in human capital significantly facilitates the improvement of enterprise staff quality, whereas, an expansion in the size of an enterprise does not tend to improve its productivity owing to decreasing returns to scale. This study further conducts a robustness test that replaces the explanatory variables with total factor productivity and resolves Malmquist efficiency indexes. The result of this robustness test supports the preliminary regression results. The conclusion of this study can help enterprises be competitive in global markets, and the results can serve as advice for the leads of enterprises.

Suggested Citation

  • Yuhuan Sun & Juntao Du & Shuhong Wang, 2020. "Environmental regulations, enterprise productivity, and green technological progress: large-scale data analysis in China," Annals of Operations Research, Springer, vol. 290(1), pages 369-384, July.
  • Handle: RePEc:spr:annopr:v:290:y:2020:i:1:d:10.1007_s10479-019-03249-4
    DOI: 10.1007/s10479-019-03249-4
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    as
    1. 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.
    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. Creina Day, 2016. "Non-Scale Endogenous Growth with R&D and Human Capital," Scottish Journal of Political Economy, Scottish Economic Society, vol. 63(5), pages 443-467, November.
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. Paul Lanoie, 2008. "When And Why Does It Pay To Be Green?," CIRANO Papers 2008n-02a, CIRANO.
    6. Duvivier, Chloé & Xiong, Hang, 2013. "Transboundary pollution in China: a study of polluting firms' location choices in Hebei province," Environment and Development Economics, Cambridge University Press, vol. 18(4), pages 459-483, August.
    7. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    8. Dechezlepretre, Antoine & Sato, Misato, 2017. "The impacts of environmental regulations on competitiveness," LSE Research Online Documents on Economics 77700, London School of Economics and Political Science, LSE Library.
    9. Yang, Chih-Hai & Tseng, Yu-Hsuan & Chen, Chiang-Ping, 2012. "Environmental regulations, induced R&D, and productivity: Evidence from Taiwan's manufacturing industries," Resource and Energy Economics, Elsevier, vol. 34(4), pages 514-532.
    10. David Popp, 2012. "The Role of Technological Change in Green Growth," NBER Working Papers 18506, National Bureau of Economic Research, Inc.
    11. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    12. Marin, Giovanni, 2014. "Do eco-innovations harm productivity growth through crowding out? Results of an extended CDM model for Italy," Research Policy, Elsevier, vol. 43(2), pages 301-317.
    13. Antoine Dechezleprêtre & Misato Sato, 2017. "The Impacts of Environmental Regulations on Competitiveness," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 11(2), pages 183-206.
    14. Brian R. Copeland & M. Scott Taylor, 2004. "Trade, Growth, and the Environment," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 7-71, March.
    15. Adam B. Jaffe & Karen Palmer, 1997. "Environmental Regulation And Innovation: A Panel Data Study," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 610-619, November.
    16. Cai, Hongbin & Chen, Yuyu & Gong, Qing, 2016. "Polluting thy neighbor: Unintended consequences of China׳s pollution reduction mandates," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 86-104.
    17. Enrico Botta & Tomasz Koźluk, 2014. "Measuring Environmental Policy Stringency in OECD Countries: A Composite Index Approach," OECD Economics Department Working Papers 1177, OECD Publishing.
    18. Klaus Rennings & Christian Rammer, 2009. "Increasing Energy and Resource Efficiency through Innovation: An Explorative Analysis Using Innovation Survey Data," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 59(5), pages 442-459, December.
    19. Daron Acemoglu & Gino Gancia & Fabrizio Zilibotti, 2015. "Offshoring and Directed Technical Change," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(3), pages 84-122, July.
    20. Xiaomei Tan, 2006. "Environment, governance and GDP: discovering their connections," International Journal of Sustainable Development, Inderscience Enterprises Ltd, vol. 9(4), pages 311-335.
    21. Daron Acemoglu, 2002. "Directed Technical Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(4), pages 781-809.
    22. 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.
    23. Wei, Weixian & Zhao, Yurong & Wang, Jianlin & Song, Malin, 2019. "The environmental benefits and economic impacts of Fit-in-Tariff in China," Renewable Energy, Elsevier, vol. 133(C), pages 401-410.
    24. Ghisetti, Claudia & Pontoni, Federico, 2015. "Investigating policy and R&D effects on environmental innovation: A meta-analysis," Ecological Economics, Elsevier, vol. 118(C), pages 57-66.
    25. Popp, David, 2012. "The role of technological change in green growth," Policy Research Working Paper Series 6239, The World Bank.
    26. Hamamoto, Mitsutsugu, 2006. "Environmental regulation and the productivity of Japanese manufacturing industries," Resource and Energy Economics, Elsevier, vol. 28(4), pages 299-312, November.
    27. Danquah, Michael & Amankwah-Amoah, Joseph, 2017. "Assessing the relationships between human capital, innovation and technology adoption: Evidence from sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 24-33.
    28. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    29. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
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    Cited by:

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    2. Jia Li & Decai Tang & Acheampong Paul Tenkorang & Zhuoran Shi, 2021. "Research on Environmental Regulation and Green Total Factor Productivity in Yangtze River Delta: From the Perspective of Financial Development," IJERPH, MDPI, vol. 18(23), pages 1-24, November.
    3. Michael L. Polemis & Mike G. Tsionas, 2022. "Endogenous productivity: a new Bayesian perspective," Annals of Operations Research, Springer, vol. 318(1), pages 425-451, November.
    4. Yu, Chenyang & Tan, Yuanfang & Zhou, Yu & Zang, Chuanxiang & Tu, Chenglin, 2022. "Can functional urban specialization improve industrial energy efficiency? Empirical evidence from China," Energy, Elsevier, vol. 261(PA).
    5. Hengzhou Xu & Xiaoyan Li, 2023. "Effect mechanism of Chinese-style decentralization on regional carbon emissions and policy improvement: evidence from China’s 12 urban agglomerations," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(1), pages 474-505, January.
    6. Xinfei Li & Chang Xu & Baodong Cheng & Jingyang Duan & Yueming Li, 2021. "Does Environmental Regulation Improve the Green Total Factor Productivity of Chinese Cities? A Threshold Effect Analysis Based on the Economic Development Level," IJERPH, MDPI, vol. 18(9), pages 1-21, April.
    7. Ge Ge & Xiang Xiao & Zhenzhu Li & Qinghui Dai, 2022. "Does ESG Performance Promote High-Quality Development of Enterprises in China? The Mediating Role of Innovation Input," Sustainability, MDPI, vol. 14(7), pages 1-24, March.
    8. Li, Mengjie & Du, Weijian, 2022. "Opening the black box of capacity governance: Environmental regulation and capacity utilization of microcosmic firms in China," Economic Modelling, Elsevier, vol. 108(C).

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