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Does low-carbon pilot policy promote corporate green total factor productivity?

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  • Liu, Yi
  • Wu, Kai
  • Liang, Xiaoyun

Abstract

This study investigates the impact of China’s low-carbon pilot policy on corporate green total factor productivity. Exploiting the staggered rollout of the policy across cities, we employ a difference-in-differences approach and find that the policy significantly increases the green total factor productivity of heavily polluting firms. This effect is driven by improvements in both green technological progress and efficiency. The positive impact is more pronounced for firms facing higher financial constraints, lower product market competition, and lower capital intensity. Textual analysis of annual reports reveals that the policy promotes corporate green total factor productivity by enhancing executives’ environmental awareness and facilitating firms’ green transformation. Our findings highlight the effectiveness of the low-carbon pilot policy in advancing China’s green development agenda and provide policy implications for other economies pursuing sustainable growth.

Suggested Citation

  • Liu, Yi & Wu, Kai & Liang, Xiaoyun, 2024. "Does low-carbon pilot policy promote corporate green total factor productivity?," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1-24.
  • Handle: RePEc:eee:ecanpo:v:84:y:2024:i:c:p:1-24
    DOI: 10.1016/j.eap.2024.08.015
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    as
    1. Minjian Guo & Joanna Nowakowska-Grunt & Vladimir Gorbanyov & Maria Egorova, 2020. "Green Technology and Sustainable Development: Assessment and Green Growth Frameworks," Sustainability, MDPI, vol. 12(16), pages 1-13, August.
    2. Simon Cadez & Chris Guilding, 2017. "Examining distinct carbon cost structures and climate change abatement strategies in CO2polluting firms," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 30(5), pages 1041-1064, June.
    3. Wayne B. Gray & Ronald J. Shadbegian, 1998. "Environmental Regulation, Investment Timing, and Technology Choice," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 235-256, June.
    4. Smriti Mallapaty, 2020. "How China could be carbon neutral by mid-century," Nature, Nature, vol. 586(7830), pages 482-483, October.
    5. Amore, Mario Daniele & Bennedsen, Morten, 2016. "Corporate governance and green innovation," Journal of Environmental Economics and Management, Elsevier, vol. 75(C), pages 54-72.
    6. Nicholas Bloom & Christos Genakos & Ralf Martin & Raffaella Sadun, 2010. "Modern Management: Good for the Environment or Just Hot Air?," Economic Journal, Royal Economic Society, vol. 120(544), pages 551-572, May.
    7. Guo, Shu & Zhang, ZhongXiang, 2023. "Green credit policy and total factor productivity: Evidence from Chinese listed companies," Energy Economics, Elsevier, vol. 128(C).
    8. Clarkson, Peter M. & Li, Yue & Richardson, Gordon D. & Vasvari, Florin P., 2011. "Does it really pay to be green? Determinants and consequences of proactive environmental strategies," Journal of Accounting and Public Policy, Elsevier, vol. 30(2), pages 122-144, March.
    9. Jiang, Yufan & Wang, Hongyan & Liu, Zuankuo, 2021. "The impact of the free trade zone on green total factor productivity ——evidence from the shanghai pilot free trade zone," Energy Policy, Elsevier, vol. 148(PB).
    10. Cenjie Liu & Zhongbao Zhou & Qing Liu & Rui Xie & Ximei Zeng, 2020. "Can a low-carbon development path achieve win-win development: evidence from China’s low-carbon pilot policy," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 25(7), pages 1199-1219, October.
    11. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    12. Richard D. Morgenstern & William A. Pizer & Jhih-Shyang Shih, 2001. "The Cost Of Environmental Protection," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 732-738, November.
    13. Lee, Chi-Chuan & Lee, Chien-Chiang, 2022. "How does green finance affect green total factor productivity? Evidence from China," Energy Economics, Elsevier, vol. 107(C).
    14. Wang, Yun & Sun, Xiaohua & Guo, Xu, 2019. "Environmental regulation and green productivity growth: Empirical evidence on the Porter Hypothesis from OECD industrial sectors," Energy Policy, Elsevier, vol. 132(C), pages 611-619.
    15. Jiang, Fuxiu & Kim, Kenneth A. & Nofsinger, John R. & Zhu, Bing, 2015. "Product market competition and corporate investment: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 35(C), pages 196-210.
    16. Young, Alwyn, 2019. "Channeling Fisher: randomization tests and the statistical insignificance of seemingly significant experimental results," LSE Research Online Documents on Economics 101401, London School of Economics and Political Science, LSE Library.
    17. Geller, Howard & Harrington, Philip & Rosenfeld, Arthur H. & Tanishima, Satoshi & Unander, Fridtjof, 2006. "Polices for increasing energy efficiency: Thirty years of experience in OECD countries," Energy Policy, Elsevier, vol. 34(5), pages 556-573, March.
    18. Uri Simonsohn & Joseph P. Simmons & Leif D. Nelson, 2020. "Specification curve analysis," Nature Human Behaviour, Nature, vol. 4(11), pages 1208-1214, November.
    19. Song, Malin & Du, Juntao & Tan, Kim Hua, 2018. "Impact of fiscal decentralization on green total factor productivity," International Journal of Production Economics, Elsevier, vol. 205(C), pages 359-367.
    20. repec:eme:aaaj00:aaaj-03-2015-2009 is not listed on IDEAS
    21. 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).
    22. 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.
    23. Chen, Zhenling & Li, Jinkai & Zhao, Weigang & Yuan, Xiao-Chen & Yang, Guo-liang, 2019. "Undesirable and desirable energy congestion measurements for regional coal-fired power generation industry in China," Energy Policy, Elsevier, vol. 125(C), pages 122-134.
    24. Uri Simonsohn & Joseph P. Simmons & Leif D. Nelson, 2020. "Publisher Correction: Specification curve analysis," Nature Human Behaviour, Nature, vol. 4(11), pages 1215-1215, November.
    25. Jacob Hörisch & Matthew P. Johnson & Stefan Schaltegger, 2015. "Implementation of Sustainability Management and Company Size: A Knowledge‐Based View," Business Strategy and the Environment, Wiley Blackwell, vol. 24(8), pages 765-779, December.
    26. Zhonghua Cheng & Lianshui Li & Jun Liu, 2018. "The spatial correlation and interaction between environmental regulation and foreign direct investment," Journal of Regulatory Economics, Springer, vol. 54(2), pages 124-146, October.
    27. Rosa Dangelico & Devashish Pujari, 2010. "Mainstreaming Green Product Innovation: Why and How Companies Integrate Environmental Sustainability," Journal of Business Ethics, Springer, vol. 95(3), pages 471-486, September.
    28. Liu, Bin & Gan, Lu & Huang, Kun & Hu, Shiyang, 2023. "The impact of low-carbon city pilot policy on corporate green innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PA).
    29. Finkelstein Shapiro, Alan & Mandelman, Federico S., 2021. "Digital adoption, automation, and labor markets in developing countries," Journal of Development Economics, Elsevier, vol. 151(C).
    30. Wang, Chang’an & Liu, Xiaoqian & Li, Han & Yang, Cunyi, 2023. "Analyzing the impact of low-carbon city pilot policy on enterprises' labor demand: Evidence from China," Energy Economics, Elsevier, vol. 124(C).
    31. repec:bla:jindec:v:46:y:1998:i:2:p:235-56 is not listed on IDEAS
    32. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    33. Zhao, Xin & Nakonieczny, Joanna & Jabeen, Fauzia & Shahzad, Umer & Jia, Wenxing, 2022. "Does green innovation induce green total factor productivity? Novel findings from Chinese city level data," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    34. Antonietti, Roberto & Marzucchi, Alberto, 2014. "Green tangible investment strategies and export performance: A firm-level investigation," Ecological Economics, Elsevier, vol. 108(C), pages 150-161.
    35. Fan, Ying & Wu, Jie & Xia, Yan & Liu, Jing-Yu, 2016. "How will a nationwide carbon market affect regional economies and efficiency of CO2 emission reduction in China?," China Economic Review, Elsevier, vol. 38(C), pages 151-166.
    36. Goss, Allen & Roberts, Gordon S., 2011. "The impact of corporate social responsibility on the cost of bank loans," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1794-1810, July.
    37. Xavier Giroud & Holger M. Mueller, 2011. "Corporate Governance, Product Market Competition, and Equity Prices," Journal of Finance, American Finance Association, vol. 66(2), pages 563-600, April.
    38. Zhijun Feng & Bo Zeng & Qian Ming, 2018. "Environmental Regulation, Two-Way Foreign Direct Investment, and Green Innovation Efficiency in China’s Manufacturing Industry," IJERPH, MDPI, vol. 15(10), pages 1-22, October.
    39. Nick Bloom & Christos Genakos & Ralf Martin & Raffaella Sadun, 2010. "In brief: Modern Management: Good for the environment or just hot air?," CentrePiece - The magazine for economic performance 303, Centre for Economic Performance, LSE.
    40. Wang, Shanyong & Li, Jun & Zhao, Dingtao, 2017. "The impact of policy measures on consumer intention to adopt electric vehicles: Evidence from China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 105(C), pages 14-26.
    41. Alwyn Young, 2019. "Channeling Fisher: Randomization Tests and the Statistical Insignificance of Seemingly Significant Experimental Results," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 557-598.
    42. Christoph Trumpp & Thomas Guenther, 2017. "Too Little or too much? Exploring U‐shaped Relationships between Corporate Environmental Performance and Corporate Financial Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 26(1), pages 49-68, January.
    43. Moxi Song & Morgan X. Yang & Kevin J. Zeng & Wenting Feng, 2020. "Green Knowledge Sharing, Stakeholder Pressure, Absorptive Capacity, and Green Innovation: Evidence from Chinese Manufacturing Firms," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1517-1531, March.
    44. Yang, Zhenbing & Shao, Shuai & Yang, Lili, 2021. "Unintended consequences of carbon regulation on the performance of SOEs in China: The role of technical efficiency," Energy Economics, Elsevier, vol. 94(C).
    45. Yang, Chao & Song, Di & Su, Yuhan, 2024. "The Low-carbon city pilot policy and trade credit financing: Evidence from China," Finance Research Letters, Elsevier, vol. 66(C).
    46. 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.
    47. Liao, Lin & Luo, Le & Tang, Qingliang, 2015. "Gender diversity, board independence, environmental committee and greenhouse gas disclosure," The British Accounting Review, Elsevier, vol. 47(4), pages 409-424.
    48. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
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    More about this item

    Keywords

    Low-carbon pilot policy; Green total factor productivity; Executive green cognition; Corporate green transformation;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

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