IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i18p8049-d1478363.html
   My bibliography  Save this article

The Effect of the National Specially Monitored Firms Program on Water-Polluting Firms’ Green Total Factor Productivity

Author

Listed:
  • Kefan Xu

    (Institute of Western China Economic Research, Liulin Campus, Southwestern University of Finance and Economics, Chengdu 610074, China)

  • Peng Yuan

    (Institute of Western China Economic Research, Liulin Campus, Southwestern University of Finance and Economics, Chengdu 610074, China)

  • Guangjie Wang

    (School of Marxism, Liulin Campus, Southwestern University of Finance and Economics, Chengdu 610074, China)

  • Renjie Yu

    (Institute of Western China Economic Research, Liulin Campus, Southwestern University of Finance and Economics, Chengdu 610074, China)

Abstract

Since 2007, the National Specially Monitored Firms (NSMF) program has been a key instrument in the Chinese government’s environmental regulation efforts and a crucial approach for achieving sustainable development in China. There is limited literature examining its effect on green total factor productivity (GTFP). This study investigates the effect of this policy on water-polluting firms’ GTFP using pollution discharge data from Chinese industrial firms and employing a time-varying difference-in-differences model. The findings illustrate that (1) the NSMF program significantly enhances the GTFP of water-polluting firms, primarily by promoting technological progress; (2) the NSMF program advances water-polluting firms’ GTFP through three channels: alleviating financing constraints, improving human capital, enhancing pollution treatment technologies. This study provides empirical evidence on the effectiveness of the NSMF program, offering valuable insights for the formulation of command-and-control environmental regulations and the pursuit of sustainable social development in the future.

Suggested Citation

  • Kefan Xu & Peng Yuan & Guangjie Wang & Renjie Yu, 2024. "The Effect of the National Specially Monitored Firms Program on Water-Polluting Firms’ Green Total Factor Productivity," Sustainability, MDPI, vol. 16(18), pages 1-20, September.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:18:p:8049-:d:1478363
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/18/8049/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/16/18/8049/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lionel Nesta & Francesco Vona & Francesco Nicolli, 2012. "Environmental Policies, Product Market Regulation and Innovation in Renewable Energy," Working Papers 2012.90, Fondazione Eni Enrico Mattei.
    2. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    3. Cai, Xiqian & Lu, Yi & Wu, Mingqin & Yu, Linhui, 2016. "Does environmental regulation drive away inbound foreign direct investment? Evidence from a quasi-natural experiment in China," Journal of Development Economics, Elsevier, vol. 123(C), pages 73-85.
    4. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    5. Nesta, Lionel & Vona, Francesco & Nicolli, Francesco, 2014. "Environmental policies, competition and innovation in renewable energy," Journal of Environmental Economics and Management, Elsevier, vol. 67(3), pages 396-411.
    6. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2021. "Revisiting Event Study Designs: Robust and Efficient Estimation," Papers 2108.12419, arXiv.org, revised Jan 2024.
    7. Raj Chetty & Adam Looney & Kory Kroft, 2009. "Salience and Taxation: Theory and Evidence," American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
    8. Virginia D. McConnell & Robert M. Schwab, 1990. "The Impact of Environmental Regulation on Industry Location Decisions: The Motor Vehicle Industry," Land Economics, University of Wisconsin Press, vol. 66(1), pages 67-81.
    9. 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.
    10. Jia Xu & Jiuchang Wei & Haipeng (Allan) Chen, 2019. "Strategic responses of stigmatized Chinese manufacturing firms to formal and informal environmental regulative pressures through enhanced corporate social responsibility effort," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(6), pages 1235-1260, November.
    11. Wang, Ailun & Si, Lulu & Hu, Shuo, 2023. "Can the penalty mechanism of mandatory environmental regulations promote green innovation? Evidence from China's enterprise data," Energy Economics, Elsevier, vol. 125(C).
    12. Peng, Jiaying & Xie, Rui & Ma, Chunbo & Fu, Yang, 2021. "Market-based environmental regulation and total factor productivity: Evidence from Chinese enterprises," Economic Modelling, Elsevier, vol. 95(C), pages 394-407.
    13. Bi, Gong-Bing & Song, Wen & Zhou, P. & Liang, Liang, 2014. "Does environmental regulation affect energy efficiency in China's thermal power generation? Empirical evidence from a slacks-based DEA model," Energy Policy, Elsevier, vol. 66(C), pages 537-546.
    14. Kyle Butts & John Gardner, 2021. "{did2s}: Two-Stage Difference-in-Differences," Papers 2109.05913, arXiv.org, revised May 2022.
    15. Hering, Laura & Poncet, Sandra, 2014. "Environmental policy and exports: Evidence from Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 296-318.
    16. Zhou, P. & Ang, B.W. & Wang, H., 2012. "Energy and CO2 emission performance in electricity generation: A non-radial directional distance function approach," European Journal of Operational Research, Elsevier, vol. 221(3), pages 625-635.
    17. Juan Tang & Shihu Zhong & Guocheng Xiang, 2019. "Environmental Regulation, Directed Technical Change, and Economic Growth: Theoretic Model and Evidence from China," International Regional Science Review, , vol. 42(5-6), pages 519-549, September.
    18. Guojun He & Shaoda Wang & Bing Zhang, 2020. "Watering Down Environmental Regulation in China," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2135-2185.
    19. Managi, Shunsuke & Kumar, Surender, 2009. "Trade-induced technological change: Analyzing economic and environmental outcomes," Economic Modelling, Elsevier, vol. 26(3), pages 721-732, May.
    20. Sapkota, Pratikshya & Bastola, Umesh, 2017. "Foreign direct investment, income, and environmental pollution in developing countries: Panel data analysis of Latin America," Energy Economics, Elsevier, vol. 64(C), pages 206-212.
    21. Liangdong Lu & Mengyao Wang & Jia Xu, 2023. "How to Keep Investors’ Confidence after Being Labeled as Polluting Firms: The Role of External Political Ties and Internal Green Innovation Capabilities," Sustainability, MDPI, vol. 15(17), pages 1-19, September.
    22. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
    Full references (including those not matched with items on IDEAS)

    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. Yuan, Huaxi & Zou, Longhui & Feng, Yidai, 2023. "How to achieve emission reduction without hindering economic growth? The role of judicial quality," Ecological Economics, Elsevier, vol. 209(C).
    2. Bai, Caiquan & Liu, Hangjuan & Zhang, Rongjie & Feng, Chen, 2023. "Blessing or curse? Market-driven environmental regulation and enterprises' total factor productivity: Evidence from China's carbon market pilots," Energy Economics, Elsevier, vol. 117(C).
    3. Li, Zhen & Wu, Baijun & Wang, Danyang & Tang, Maogang, 2022. "Government mandatory energy-biased technological progress and enterprises' environmental performance: Evidence from a quasi-natural experiment of cleaner production standards in China," Energy Policy, Elsevier, vol. 162(C).
    4. Zhang, Ming & Zhao, Yingxue, 2023. "Does environmental regulation spur innovation? Quasi-natural experiment in China," World Development, Elsevier, vol. 168(C).
    5. Longzhou Wang, 2023. "The Impact of Environmental Regulation on Firms’ Product Quality: Evidence from Chinese Exporters," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(3), pages 645-672, November.
    6. Jianxin Wu & Ziwei Feng & Chunbo Ma, 2024. "Promotion Incentives and Environmental Regulation: Evidence from China’s Environmental One-Vote Veto Evaluation Regime," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(1), pages 257-286, January.
    7. Chen, Shiyi & Song, Hong & Wu, Chenyu, 2021. "Human capital investment and firms’ industrial emissions: Evidence and mechanism," Journal of Economic Behavior & Organization, Elsevier, vol. 182(C), pages 162-184.
    8. Peng, Jiaying & Xie, Rui & Ma, Chunbo & Fu, Yang, 2021. "Market-based environmental regulation and total factor productivity: Evidence from Chinese enterprises," Economic Modelling, Elsevier, vol. 95(C), pages 394-407.
    9. Li, Lidan & Han, Jie & Mo, Shenwei & Yang, Yupeng, 2024. "Tackling competition by reducing emissions: Private firms’ polluting behavior under peer IPOs," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 232-249.
    10. Yan, Zheming & Yu, Ying & Du, Kerui & Zhang, Ning, 2024. "How does environmental regulation promote green technology innovation? Evidence from China's total emission control policy," Ecological Economics, Elsevier, vol. 219(C).
    11. Chen, Zhe & Song, Pei & Wang, Baolu, 2021. "Carbon emissions trading scheme, energy efficiency and rebound effect – Evidence from China's provincial data," Energy Policy, Elsevier, vol. 157(C).
    12. Liu, Duan & Yu, Nizhou & Wan, Hong, 2022. "Does water rights trading affect corporate investment? The role of resource allocation and risk mitigation channels," Economic Modelling, Elsevier, vol. 117(C).
    13. Hille, Erik & Althammer, Wilhelm & Diederich, Henning, 2020. "Environmental regulation and innovation in renewable energy technologies: Does the policy instrument matter?," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    14. Guo, Shu & Zhang, ZhongXiang, 2023. "Green credit policy and total factor productivity: Evidence from Chinese listed companies," Energy Economics, Elsevier, vol. 128(C).
    15. Zhangsheng Liu & Liuqingqing Yang & Liqin Fan, 2021. "Induced Effect of Environmental Regulation on Green Innovation: Evidence from the Increasing-Block Pricing Scheme," IJERPH, MDPI, vol. 18(5), pages 1-15, March.
    16. Lin, Boqiang & Zhu, Junpeng, 2019. "Impact of energy saving and emission reduction policy on urban sustainable development: Empirical evidence from China," Applied Energy, Elsevier, vol. 239(C), pages 12-22.
    17. Qian Wang & Zhuoya Du & Boyu Wang & Yung‐ho Chiu & Tzu‐Han Chang, 2022. "Environmental regulation and foreign direct investment attractiveness: Evidence from China provinces," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 899-917, May.
    18. Wang, Qian & Zhu, Linke, 2021. "Environmental regulation, firm heterogeneity, and intra-industry reallocation," China Economic Review, Elsevier, vol. 68(C).
    19. Shiyu Bo, 2021. "Environmental Regulations, Political Incentives and Local Economic Activities: Evidence from China," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(3), pages 812-835, June.
    20. Asatryan, Zareh & Baskaran, Thushyanthan & Birkholz, Carlo & Gomtsyan, David, 2021. "Favoritism and firms: Micro evidence and macro implications," ZEW Discussion Papers 21-031, ZEW - Leibniz Centre for European Economic Research.

    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:16:y:2024:i:18:p:8049-:d:1478363. 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.