IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v117y2023ics0140988322005618.html
   My bibliography  Save this article

Blessing or curse? Market-driven environmental regulation and enterprises' total factor productivity: Evidence from China's carbon market pilots

Author

Listed:
  • Bai, Caiquan
  • Liu, Hangjuan
  • Zhang, Rongjie
  • Feng, Chen

Abstract

This study explores the question of whether building a unified carbon market is a blessing or a curse for enterprises in China under the background of global carbon emission reduction goals. Using data on China's A-share listed enterprises and city panel data from 2008 to 2019, we evaluate the effect of China's carbon market pilots, a market-driven environmental regulation policy, on enterprises' total factor productivity (TFP). The findings indicate that the pilot policy promoted enterprises' TFP in the pilot areas by approximately 0.05 on average during the sample period. In particular, the TFP of enterprises in high‑carbon emission industries increased by an average of 0.11. This positive effect is confirmed in the robustness tests. Meanwhile, the effect also is heterogeneous for different regions and enterprises. It depends on enterprise scale, property rights, governance level, financing constraints and registration address. Additionally, the promotion effect works through three channels, including government environmental protection efforts, enterprise resource allocation optimization, and increased investment in R&D. Therefore, building a carbon market is proven to be positive for the development of enterprises. This study enriches the research on pollution control and economic growth and provides policy references for achieving carbon reduction goals.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:eneeco:v:117:y:2023:i:c:s0140988322005618
    DOI: 10.1016/j.eneco.2022.106432
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988322005618
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2022.106432?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. Fernando Broner & Paula Bustos & Vasco Carvalho, 2011. "Sources of comparative advantage in polluting industries," Economics Working Papers 1331, Department of Economics and Business, Universitat Pompeu Fabra, revised Dec 2019.
    2. 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.
    3. Wang, En-Ze & Lee, Chien-Chiang, 2022. "The impact of clean energy consumption on economic growth in China: Is environmental regulation a curse or a blessing?," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 39-58.
    4. Ciscar, Juan-Carlos & Saveyn, Bert & Soria, Antonio & Szabo, Laszlo & Van Regemorter, Denise & Van Ierland, Tom, 2013. "A comparability analysis of global burden sharing GHG reduction scenarios," Energy Policy, Elsevier, vol. 55(C), pages 73-81.
    5. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    6. Cull, Robert & Li, Wei & Sun, Bo & Xu, Lixin Colin, 2015. "Government connections and financial constraints: Evidence from a large representative sample of Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 271-294.
    7. Wen, Huwei & Lee, Chien-Chiang & Zhou, Fengxiu, 2022. "How does fiscal policy uncertainty affect corporate innovation investment? Evidence from China's new energy industry," Energy Economics, Elsevier, vol. 105(C).
    8. 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.
    9. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    10. Sarah E. Anderson & Mark T. Buntaine & Mengdi Liu & Bing Zhang, 2019. "Non‐Governmental Monitoring of Local Governments Increases Compliance with Central Mandates: A National‐Scale Field Experiment in China," American Journal of Political Science, John Wiley & Sons, vol. 63(3), pages 626-643, July.
    11. 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.
    12. Wang, Qian & Zhu, Linke, 2021. "Environmental regulation, firm heterogeneity, and intra-industry reallocation," China Economic Review, Elsevier, vol. 68(C).
    13. Yu, Jinliang & Qi, Yu, 2022. "BT-to-VAT reform and firm productivity: Evidence from a quasi-experiment in China," China Economic Review, Elsevier, vol. 71(C).
    14. 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.
    15. 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.
    16. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    17. Gu, Guangtong & Zheng, Haorong & Tong, Lingyun & Dai, Yaxian, 2022. "Does carbon financial market as an environmental regulation policy tool promote regional energy conservation and emission reduction? Empirical evidence from China," Energy Policy, Elsevier, vol. 163(C).
    18. Dai, Xiaoyong & Wang, Fang, 2019. "Does the high- and new-technology enterprise program promote innovative performance? Evidence from Chinese firms," China Economic Review, Elsevier, vol. 57(C).
    19. Wang, Ailun & Hu, Shuo & Lin, Boqiang, 2021. "Can environmental regulation solve pollution problems? Theoretical model and empirical research based on the skill premium," Energy Economics, Elsevier, vol. 94(C).
    20. Karthik Krishnan & Debarshi K. Nandy & Manju Puri, 2015. "Does Financing Spur Small Business Productivity? Evidence from a Natural Experiment," The Review of Financial Studies, Society for Financial Studies, vol. 28(6), pages 1768-1809.
    21. Harding, Torfinn & Herzberg, Julika & Kuralbayeva, Karlygash, 2021. "Commodity prices and robust environmental regulation: Evidence from deforestation in Brazil," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    22. Zhao Chen & Zhikuo Liu & Juan Carlos Suárez Serrato & Daniel Yi Xu, 2021. "Notching R&D Investment with Corporate Income Tax Cuts in China," American Economic Review, American Economic Association, vol. 111(7), pages 2065-2100, July.
    23. Yan, Yaxue & Zhang, Xiaoling & Zhang, Jihong & Li, Kai, 2020. "Emissions trading system (ETS) implementation and its collaborative governance effects on air pollution: The China story," Energy Policy, Elsevier, vol. 138(C).
    24. Raphael Calel & Antoine Dechezleprêtre, 2016. "Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 173-191, March.
    25. Lee, Chien-Chiang & He, Zhi-Wen & Xiao, Fu, 2022. "How does information and communication technology affect renewable energy technology innovation? International evidence," Renewable Energy, Elsevier, vol. 200(C), pages 546-557.
    26. Andersen, Dana C., 2018. "Accounting for loss of variety and factor reallocations in the welfare cost of regulations," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 69-94.
    27. Wang, Jingwen & Shen, Guangjun & Tang, Dunzhe, 2021. "Does tax deduction relax financing constraints? Evidence from China's value-added tax reform," China Economic Review, Elsevier, vol. 67(C).
    28. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    29. Fujimori, Shinichiro & Masui, Toshihiko & Matsuoka, Yuzuru, 2015. "Gains from emission trading under multiple stabilization targets and technological constraints," Energy Economics, Elsevier, vol. 48(C), pages 306-315.
    30. Wu, Haoyi & Guo, Huanxiu & Zhang, Bing & Bu, Maoliang, 2017. "Westward movement of new polluting firms in China: Pollution reduction mandates and location choice," Journal of Comparative Economics, Elsevier, vol. 45(1), pages 119-138.
    31. Wang, Peng & Dai, Han-cheng & Ren, Song-yan & Zhao, Dai-qing & Masui, Toshihiko, 2015. "Achieving Copenhagen target through carbon emission trading: Economic impacts assessment in Guangdong Province of China," Energy, Elsevier, vol. 79(C), pages 212-227.
    32. Li, Jianqiang & Shan, Yaowen & Tian, Gary & Hao, Xiangchao, 2020. "Labor cost, government intervention, and corporate innovation: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 64(C).
    33. Flammer, Caroline, 2021. "Corporate green bonds," Journal of Financial Economics, Elsevier, vol. 142(2), pages 499-516.
    34. Chen, Zhao & Kahn, Matthew E. & Liu, Yu & Wang, Zhi, 2018. "The consequences of spatially differentiated water pollution regulation in China," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 468-485.
    35. Liu, Mengdi & Shadbegian, Ronald & Zhang, Bing, 2017. "Does environmental regulation affect labor demand in China? Evidence from the textile printing and dyeing industry," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 277-294.
    36. 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.
    37. Liu, Donghua & Ren, Shenggang & Li, Wenming, 2022. "SO2 emissions trading and firm exports in China," Energy Economics, Elsevier, vol. 109(C).
    38. Lee, Chi-Chuan & Lee, Chien-Chiang & Xiao, Shunyi, 2021. "Policy-related risk and corporate financing behavior: Evidence from China’s listed companies," Economic Modelling, Elsevier, vol. 94(C), pages 539-547.
    39. Zhang, Yue-Jun & Peng, Yu-Lu & Ma, Chao-Qun & Shen, Bo, 2017. "Can environmental innovation facilitate carbon emissions reduction? Evidence from China," Energy Policy, Elsevier, vol. 100(C), pages 18-28.
    40. Lin, Boqiang & Jia, Zhijie, 2019. "What will China's carbon emission trading market affect with only electricity sector involvement? A CGE based study," Energy Economics, Elsevier, vol. 78(C), pages 301-311.
    41. Wu, Yizhong & Lee, Chien-Chiang & Lee, Chi-Chuan & Peng, Diyun, 2022. "Geographic proximity and corporate investment efficiency: Evidence from high-speed rail construction in China," Journal of Banking & Finance, Elsevier, vol. 140(C).
    42. Wang, Chunhua & Wu, JunJie & Zhang, Bing, 2018. "Environmental regulation, emissions and productivity: Evidence from Chinese COD-emitting manufacturers," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 54-73.
    43. Eric Yongchen Zou, 2021. "Unwatched Pollution: The Effect of Intermittent Monitoring on Air Quality," American Economic Review, American Economic Association, vol. 111(7), pages 2101-2126, July.
    44. Yu, Yantuan & Zhang, Ning, 2021. "Low-carbon city pilot and carbon emission efficiency: Quasi-experimental evidence from China," Energy Economics, Elsevier, vol. 96(C).
    45. Zhou, Fengxiu & Wen, Huwei & Lee, Chien-Chiang, 2022. "Broadband infrastructure and export growth," Telecommunications Policy, Elsevier, vol. 46(5).
    46. Shi, Xinzheng & Xu, Zhufeng, 2018. "Environmental regulation and firm exports: Evidence from the eleventh Five-Year Plan in China," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 187-200.
    47. Lee, Chien-Chiang & Yuan, Zihao & Wang, Qiaoru, 2022. "How does information and communication technology affect energy security? International evidence," Energy Economics, Elsevier, vol. 109(C).
    48. Liu, Chenhao & Kong, Dongmin, 2021. "Does political incentive shape governments' disclosure of air pollution information?," China Economic Review, Elsevier, vol. 69(C).
    49. Hu, Yucai & Ren, Shenggang & Wang, Yangjie & Chen, Xiaohong, 2020. "Can carbon emission trading scheme achieve energy conservation and emission reduction? Evidence from the industrial sector in China," Energy Economics, Elsevier, vol. 85(C).
    50. Qiu, Larry D. & Zhou, Mohan & Wei, Xu, 2018. "Regulation, innovation, and firm selection: The porter hypothesis under monopolistic competition," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 638-658.
    51. Ciftci, Mustafa & Cready, William M., 2011. "Scale effects of R&D as reflected in earnings and returns," Journal of Accounting and Economics, Elsevier, vol. 52(1), pages 62-80, June.
    52. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    53. Xie, Rui & Fu, Wei & Yao, Siling & Zhang, Qi, 2021. "Effects of financial agglomeration on green total factor productivity in Chinese cities: Insights from an empirical spatial Durbin model," Energy Economics, Elsevier, vol. 101(C).
    54. Nicholas Z. Muller & Robert Mendelsohn, 2009. "Efficient Pollution Regulation: Getting the Prices Right," American Economic Review, American Economic Association, vol. 99(5), pages 1714-1739, December.
    55. Hu, Guoqiang & Wang, Xiaoqi & Wang, Yu, 2021. "Can the green credit policy stimulate green innovation in heavily polluting enterprises? Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 98(C).
    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. Zhang, Ming & Zhao, Yingxue, 2023. "Does environmental regulation spur innovation? Quasi-natural experiment in China," World Development, Elsevier, vol. 168(C).
    2. Jianpei Li & Jierui Huang & Bowen Li, 2024. "Do command‐and‐control environmental regulations realize the win‐win of “pollution reduction” and “efficiency improvement” for enterprises? Evidence from China," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3271-3292, August.
    3. Xie, Yu & Wu, Desheng & Li, Xiaoyan & Tian, Suhua, 2023. "How does environmental regulation affect productivity? The role of corporate compliance strategies," Economic Modelling, Elsevier, vol. 126(C).
    4. Mao, Jie & Wang, Chunhua & Yin, Haitao, 2023. "Corporate responses to air quality regulation: Evidence from a regional environmental policy in China," Regional Science and Urban Economics, Elsevier, vol. 98(C).
    5. 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).
    6. Kwon, Ohyun & Zhao, Hao & Zhao, Min Qiang, 2023. "Global firms and emissions: Investigating the dual channels of emissions abatement," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    7. Xiong, Mengxu & Zhu, Ling, 2023. "Mandatory pollution abatement and firm export product quality," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1-12.
    8. Lu, Yunguo & Zhang, Lin, 2022. "National mitigation policy and the competitiveness of Chinese firms," Energy Economics, Elsevier, vol. 109(C).
    9. Cao, Yuqiang & Lin, Shaoyan & Li, Mangmang & Shan, Yaowen & Wang, Peipei, 2024. "Green taxes: Productivity effects of tax-based environmental regulations on heavily polluting firms," Economic Modelling, Elsevier, vol. 140(C).
    10. Jiang, Jiatong & Pei, Jiansuo & Zhang, Meng, 2024. "Green credit and firms’ span of global production stages," China Economic Review, Elsevier, vol. 87(C).
    11. Hongshan Ai & Xiaoqing Tan & Zhen Xia, 2022. "RETRACTED: The Effects of Environmental Regulations on Medical Expenses: Evidence from China," IJERPH, MDPI, vol. 19(13), pages 1-17, June.
    12. 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.
    13. 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.
    14. Zhu, Chen & Lee, Chien-Chiang, 2022. "The effects of low-carbon pilot policy on technological innovation: Evidence from prefecture-level data in China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    15. 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.
    16. Shuijun Peng & Lamei Wu & Liang Zhang, 2024. "Environmental regulations in developing countries and the span of firms' production stages: Evidence from China," The World Economy, Wiley Blackwell, vol. 47(8), pages 3421-3449, August.
    17. Xinze Li & Luojia Wang & Kerui Du, 2023. "How do environmental regulations influence resource misallocation in China? The role of investment flows," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 538-550, January.
    18. Kong, Gaowen & Wang, Shuai & Wang, Yanan, 2022. "Fostering firm productivity through green finance: Evidence from a quasi-natural experiment in China," Economic Modelling, Elsevier, vol. 115(C).
    19. Guo, Shu & Zhang, ZhongXiang, 2023. "Green credit policy and total factor productivity: Evidence from Chinese listed companies," Energy Economics, Elsevier, vol. 128(C).
    20. Yanyun Li & Faqin Lin & Wenxiao Wang, 2022. "Environmental regulation and inward foreign direct investment: Evidence from the eleventh Five‐Year Plan in China," Journal of Economic Surveys, Wiley Blackwell, vol. 36(3), pages 684-707, July.

    More about this item

    Keywords

    Environmental regulation; Market-driven; Carbon emissions trading; Total factor productivity;
    All these keywords.

    JEL classification:

    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity

    Statistics

    Access and download statistics

    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:eee:eneeco:v:117:y:2023:i:c:s0140988322005618. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    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.