IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v290y2020i1d10.1007_s10479-019-03249-4.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10479-019-03249-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10479-019-03249-4?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. 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. Paul Lanoie, 2008. "When And Why Does It Pay To Be Green?," CIRANO Papers 2008n-02a, CIRANO.
    3. 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.
    4. 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.
    5. David Popp, 2012. "The Role of Technological Change in Green Growth," NBER Working Papers 18506, National Bureau of Economic Research, Inc.
    6. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    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. 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.
    9. 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.
    10. Enrico Botta & Tomasz Koźluk, 2014. "Measuring Environmental Policy Stringency in OECD Countries: A Composite Index Approach," OECD Economics Department Working Papers 1177, OECD Publishing.
    11. Xiaomei Tan, 2006. "Environment, governance and GDP: discovering their connections," International Journal of Sustainable Development, Inderscience Enterprises Ltd, vol. 9(4), pages 311-335.
    12. 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.
    13. Daron Acemoglu, 2002. "Directed Technical Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(4), pages 781-809.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. Popp, David, 2012. "The role of technological change in green growth," Policy Research Working Paper Series 6239, The World Bank.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    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. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
    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. Jinhua Sun & Decai Tang & Haojia Kong & Valentina Boamah, 2022. "Impact of Industrial Structure Upgrading on Green Total Factor Productivity in the Yangtze River Economic Belt," IJERPH, MDPI, vol. 19(6), pages 1-15, March.
    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. 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).
    4. Wang, Shiyan & Li, Chengjiang & Zhang, Wei & Sui, Jingyu & Negnevitsky, Michael, 2024. "Assessing the impact of prefabricated buildings on urban green total factor energy efficiency," Energy, Elsevier, vol. 297(C).
    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. Lei, Pengfei & Cai, Qihai & Jiang, Fangxin, 2024. "Assessing the impact of environmental regulation on enterprise high-quality development in China: A two-tier stochastic frontier model," Energy Economics, Elsevier, vol. 133(C).
    8. 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.
    9. Qianxing Ding & Lianying Zhang & Shanshan Huang, 2024. "Research on Environmental Pollution Control Based on Tripartite Evolutionary Game in China’s New-Type Urbanization," Sustainability, MDPI, vol. 16(15), pages 1-19, July.
    10. 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.
    11. 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).

    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. Alessandra Colombelli & Jackie Krafft & Francesco Quatraro, 2021. "Firms’ growth, green gazelles and eco-innovation: evidence from a sample of European firms," Small Business Economics, Springer, vol. 56(4), pages 1721-1738, April.
    2. Dechezleprêtre, Antoine & Kozluk, Tomasz & Kruse, Tobias & Nachtigall, Daniel & de Serres, Alain, 2019. "Do Environmental and Economic Performance Go Together? A Review of Micro-level Empirical Evidence from the Past Decade or So," International Review of Environmental and Resource Economics, now publishers, vol. 13(1-2), pages 1-118, April.
    3. Xie, Ronghui & Teo, Thompson S.H., 2022. "Green technology innovation, environmental externality, and the cleaner upgrading of industrial structure in China — Considering the moderating effect of environmental regulation," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    4. Herman, Kyle S. & Xiang, Jun, 2019. "Induced innovation in clean energy technologies from foreign environmental policy stringency?," Technological Forecasting and Social Change, Elsevier, vol. 147(C), pages 198-207.
    5. Erik Hille & Patrick Möbius, 2019. "Environmental Policy, Innovation, and Productivity Growth: Controlling the Effects of Regulation and Endogeneity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(4), pages 1315-1355, August.
    6. Wu, Haitao & Hao, Yu & Ren, Siyu, 2020. "How do environmental regulation and environmental decentralization affect green total factor energy efficiency: Evidence from China," Energy Economics, Elsevier, vol. 91(C).
    7. Zhang, Yijun & Li, Xiaoping & Song, Yi & Jiang, Feitao, 2021. "Can green industrial policy improve total factor productivity? Firm-level evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 51-62.
    8. Patricia Laurens & Christian Le Bas & Stéphane Lhuillery & Antoine Schoen, 2017. "The determinants of cleaner energy innovations of the world’s largest firms: the impact of firm learning and knowledge capital," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(4), pages 311-333, May.
    9. Zhou, Lin & Fan, Jianshuang & Hu, Mingzhi & Yu, Xiaofen, 2024. "Clean air policy and green total factor productivity: Evidence from Chinese prefecture-level cities," Energy Economics, Elsevier, vol. 133(C).
    10. Wugan Cai & Peiyun Ye, 2022. "Local-neighborhood effects of different environmental regulations on green innovation: evidence from prefecture level cities of China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 4810-4834, April.
    11. Jana Hojnik, 2017. "In Pursuit of Eco-innovation," UPP Monograph Series, University of Primorska Press, number 978-961-7023-53-4.
    12. Costantini, Valeria & Mazzanti, Massimiliano, 2012. "On the green and innovative side of trade competitiveness? The impact of environmental policies and innovation on EU exports," Research Policy, Elsevier, vol. 41(1), pages 132-153.
    13. Ghisetti, Claudia & Marzucchi, Alberto & Montresor, Sandro, 2015. "The open eco-innovation mode. An empirical investigation of eleven European countries," Research Policy, Elsevier, vol. 44(5), pages 1080-1093.
    14. Lei, Pengfei & Cai, Qihai & Jiang, Fangxin, 2024. "Assessing the impact of environmental regulation on enterprise high-quality development in China: A two-tier stochastic frontier model," Energy Economics, Elsevier, vol. 133(C).
    15. Peng Li & Yaofu Ouyang, 2020. "Technical Change and Green Productivity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(2), pages 271-298, July.
    16. Erauskin Tolosa, Artitzar & Zubeltzu Jaka, Eugenio, 2016. "Eko-berrikuntza sustatzen duten faktore eragile batzuen azterketa meta-analisiaren bidez," Revista de Dirección y Administración de Empresas, Universidad del País Vasco - Escuela Universitaria de Estudios Empresariales de San Sebastián.
    17. 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.
    18. He, Yiqing & Ding, Xin & Yang, Chuchu, 2021. "Do environmental regulations and financial constraints stimulate corporate technological innovation? Evidence from China," Journal of Asian Economics, Elsevier, vol. 72(C).
    19. Siedschlag, Iulia & Yan, Weijie, 2023. "Do green investments improve firm performance? Empirical evidence from Ireland," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    20. Orsatti, Gianluca & Quatraro, Francesco & Pezzoni, Michele, 2020. "The antecedents of green technologies: The role of team-level recombinant capabilities," Research Policy, Elsevier, vol. 49(3).

    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:spr:annopr:v:290:y:2020:i:1:d:10.1007_s10479-019-03249-4. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.