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How does green bond issuance affect total factor productivity? Evidence from Chinese listed enterprises

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Listed:
  • Li, Yanxi
  • Yu, Conghui
  • Shi, Jinyan
  • Liu, Yuanyuan

Abstract

To investigate whether micro issuers can benefit from green bonds, we explore the influence of green bond issuance (GBI) on corporate total factor productivity (TFP) with a staggered DID method from 2015 to 2020. We discover a significantly positive and dynamically persistent relationship between GBI and TFP. Mechanism examinations indicate that GBI increases TFP by reducing the extent of maturity mismatch and lowering financing costs. In addition, the enhancement effect of GBI on TFP tends to be more pronounced for non-state-owned firms, non-heavily polluting ones, and enterprises located in regions with lower financial development. Moreover, whether belonging to green financial reform and innovation pilot zones does not affect the improvement impact of green bond issuance on corporate TFP. Our findings provide theoretical guidance for enterprises to improve their development quality and for the government to optimize and innovate macro policies.

Suggested Citation

  • Li, Yanxi & Yu, Conghui & Shi, Jinyan & Liu, Yuanyuan, 2023. "How does green bond issuance affect total factor productivity? Evidence from Chinese listed enterprises," Energy Economics, Elsevier, vol. 123(C).
  • Handle: RePEc:eee:eneeco:v:123:y:2023:i:c:s0140988323002530
    DOI: 10.1016/j.eneco.2023.106755
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    as
    1. Paul Lanoie & Michel Patry & Richard Lajeunesse, 2008. "Environmental regulation and productivity: testing the porter hypothesis," Journal of Productivity Analysis, Springer, vol. 30(2), pages 121-128, October.
    2. Suk Hyun & Donghyun Park & Shu Tian, 2020. "The price of going green: the role of greenness in green bond markets," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(1), pages 73-95, March.
    3. Elsayed, Ahmed H. & Naifar, Nader & Nasreen, Samia & Tiwari, Aviral Kumar, 2022. "Dependence structure and dynamic connectedness between green bonds and financial markets: Fresh insights from time-frequency analysis before and during COVID-19 pandemic," Energy Economics, Elsevier, vol. 107(C).
    4. Shi, Jinyan & Yu, Conghui & Li, Yanxi & Wang, Tianhe, 2022. "Does green financial policy affect debt-financing cost of heavy-polluting enterprises? An empirical evidence based on Chinese pilot zones for green finance reform and innovations," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    5. Andreas Karpf & Antoine Mandel, 2018. "The changing value of the ‘green’ label on the US municipal bond market," Nature Climate Change, Nature, vol. 8(2), pages 161-165, February.
    6. Caroline Flammer, 2020. "Green Bonds: Effectiveness and Implications for Public Policy," Environmental and Energy Policy and the Economy, University of Chicago Press, vol. 1(1), pages 95-128.
    7. Piñeiro-Chousa, Juan & López-Cabarcos, M.Ángeles & Caby, Jérôme & Šević, Aleksandar, 2021. "The influence of investor sentiment on the green bond market," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    8. 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.
    9. Jeffrey D. Sachs & Wing Thye Woo & Naoyuki Yoshino & Farhad Taghizadeh-Hesary, 2019. "Why is Green Finance Important ?," Working Papers id:12983, eSocialSciences.
    10. Cheng, Feiyang & Chiao, Chaoshin & Fang, Zhenming & Wang, Chunfeng & Yao, Shouyu, 2020. "Raising short-term debt for long-term investment and stock price crash risk: Evidence from China," Finance Research Letters, Elsevier, vol. 33(C).
    11. Reboredo, Juan C., 2018. "Green bond and financial markets: Co-movement, diversification and price spillover effects," Energy Economics, Elsevier, vol. 74(C), pages 38-50.
    12. Gregor Dorfleitner & Sebastian Utz & Rongxin Zhang, 2022. "The pricing of green bonds: external reviews and the shades of green," Review of Managerial Science, Springer, vol. 16(3), pages 797-834, April.
    13. Edward Freeman, R. & Evan, William M., 1990. "Corporate governance: A stakeholder interpretation," Journal of Behavioral Economics, Elsevier, vol. 19(4), pages 337-359.
    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. Barclay, Michael J & Smith, Clifford W, Jr, 1995. "The Maturity Structure of Corporate Debt," Journal of Finance, American Finance Association, vol. 50(2), pages 609-631, June.
    16. Wang, Chih-Wei & Wu, Yu-Ching & Hsieh, Hsin-Yi & Huang, Po-Hsiang & Lin, Meng-Chieh, 2022. "Does green bond issuance have an impact on climate risk concerns?," Energy Economics, Elsevier, vol. 111(C).
    17. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Mishra, Dev R., 2011. "Does corporate social responsibility affect the cost of capital?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2388-2406, September.
    18. Hachenberg, B. & Schiereck, D., 2018. "Are green bonds priced differently from conventional bonds?," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 109709, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    19. Azi Ben-Rephael & Zhi Da & Ryan D. Israelsen, 2017. "It Depends on Where You Search: Institutional Investor Attention and Underreaction to News," The Review of Financial Studies, Society for Financial Studies, vol. 30(9), pages 3009-3047.
    20. Martin Lebelle & Souad Lajili Jarjir & Syrine Sassi, 2020. "Corporate Green Bond Issuances: An International Evidence," JRFM, MDPI, vol. 13(2), pages 1-21, February.
    21. Zhao, Tianjiao & Xiao, Xiang, 2019. "The impact of corporate social responsibility on financial constraints: Does the life cycle stage of a firm matter?," International Review of Economics & Finance, Elsevier, vol. 63(C), pages 76-93.
    22. Yanbo Zhang & Xiang Li, 2022. "The Impact of the Green Finance Reform and Innovation Pilot Zone on the Green Innovation—Evidence from China," IJERPH, MDPI, vol. 19(12), pages 1-20, June.
    23. Broadstock, David C. & Cheng, Louis T.W., 2019. "Time-varying relation between black and green bond price benchmarks: Macroeconomic determinants for the first decade," Finance Research Letters, Elsevier, vol. 29(C), pages 17-22.
    24. 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.
    25. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    26. Hong, Harrison & Kacperczyk, Marcin, 2009. "The price of sin: The effects of social norms on markets," Journal of Financial Economics, Elsevier, vol. 93(1), pages 15-36, July.
    27. Wang, Jiazhen & Chen, Xin & Li, Xiaoxia & Yu, Jing & Zhong, Rui, 2020. "The market reaction to green bond issuance: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 60(C).
    28. Xiaoguang Zhou & Yadi Cui, 2019. "Green Bonds, Corporate Performance, and Corporate Social Responsibility," Sustainability, MDPI, vol. 11(23), pages 1-27, December.
    29. Lv, Chengchao & Bian, Baocheng & Lee, Chien-Chiang & He, Zhiwen, 2021. "Regional gap and the trend of green finance development in China," Energy Economics, Elsevier, vol. 102(C).
    30. Kerstens, Kristiaan & Shen, Zhiyang & Van de Woestyne, Ignace, 2018. "Comparing Luenberger and Luenberger-Hicks-Moorsteen productivity indicators: How well is total factor productivity approximated?," International Journal of Production Economics, Elsevier, vol. 195(C), pages 311-318.
    31. Olivier David Zerbib, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Post-Print halshs-02008641, HAL.
    32. Qingma Dong & Shuyang Wen & Xiliang Liu, 2020. "Credit Allocation, Pollution, and Sustainable Growth: Theory and Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(12), pages 2793-2811, September.
    33. Febi, Wulandari & Schäfer, Dorothea & Stephan, Andreas & Sun, Chen, 2018. "The impact of liquidity risk on the yield spread of green bonds," Finance Research Letters, Elsevier, vol. 27(C), pages 53-59.
    34. Xiaolan Bao & Qiaosheng Luo & Sicheng Li & M. James C. Crabbe & XiaoGuang Yue, 2020. "Corporate Social Responsibility and Maturity Mismatch of Investment and Financing: Evidence from Polluting and Non-Polluting Companies," Sustainability, MDPI, vol. 12(12), pages 1-22, June.
    35. Suborna Barua & Micol Chiesa, 2019. "Sustainable financing practices through green bonds: What affects the funding size?," Business Strategy and the Environment, Wiley Blackwell, vol. 28(6), pages 1131-1147, September.
    36. Shen, Zhiyang & Wu, Haitao & Bai, Kaixuan & Hao, Yu, 2022. "Integrating economic, environmental and societal performance within the productivity measurement," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    37. Zerbib, Olivier David, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 39-60.
    38. Vishaal Baulkaran, 2019. "Stock market reaction to green bond issuance," Journal of Asset Management, Palgrave Macmillan, vol. 20(5), pages 331-340, September.
    39. Fatica, Serena & Panzica, Roberto & Rancan, Michela, 2021. "The pricing of green bonds: Are financial institutions special?," Journal of Financial Stability, Elsevier, vol. 54(C).
    40. Tang, Dragon Yongjun & Zhang, Yupu, 2020. "Do shareholders benefit from green bonds?," Journal of Corporate Finance, Elsevier, vol. 61(C).
    41. Cui, Xin & Wang, Panpan & Sensoy, Ahmet & Nguyen, Duc Khuong & Pan, Yuying, 2022. "Green Credit Policy and Corporate Productivity: Evidence from a Quasi-natural Experiment in China," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    42. Reboredo, Juan C. & Ugolini, Andrea, 2020. "Price connectedness between green bond and financial markets," Economic Modelling, Elsevier, vol. 88(C), pages 25-38.
    43. 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.
    44. Yan, Cheng & Mao, Zhicheng & Ho, Kung-Cheng, 2022. "Effect of green financial reform and innovation pilot zones on corporate investment efficiency," Energy Economics, Elsevier, vol. 113(C).
    45. Su, Tong & Zhang, Zuopeng (Justin) & Lin, Boqiang, 2022. "Green bonds and conventional financial markets in China: A tale of three transmission modes," Energy Economics, Elsevier, vol. 113(C).
    46. Cao, Xiao & Jin, Cheng & Ma, Wenjie, 2021. "Motivation of Chinese commercial banks to issue green bonds: Financing costs or regulatory arbitrage?," China Economic Review, Elsevier, vol. 66(C).
    47. Jiang, Kangqi & Chen, Zhongfei & Chen, Fanglin, 2022. "Green creates value: Evidence from China," Journal of Asian Economics, Elsevier, vol. 78(C).
    48. Hongshan Ai & Shenglan Hu & Ke Li & Shuai Shao, 2020. "Environmental regulation, total factor productivity, and enterprise duration: Evidence from China," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2284-2296, September.
    49. Fan, Joseph P. H. & Titman, Sheridan & Twite, Garry, 2012. "An International Comparison of Capital Structure and Debt Maturity Choices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(1), pages 23-56, February.
    50. Michael Magill & Martine Quinzii & Jean‐Charles Rochet, 2015. "A Theory of the Stakeholder Corporation," Econometrica, Econometric Society, vol. 83(5), pages 1685-1725, September.
    51. Juan Piñeiro-Chousa & M.Ángeles López-Cabarcos & Jérôme Caby & Aleksandar Šević, 2021. "The influence of investor sentiment on the green bond market," Post-Print hal-02960892, HAL.
    52. 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.
    53. Jinhua Cui & Hoje Jo & Haejung Na, 2018. "Does Corporate Social Responsibility Affect Information Asymmetry?," Journal of Business Ethics, Springer, vol. 148(3), pages 549-572, March.
    54. M. Chiesa & S. Barua, 2019. "The surge of impact borrowing: the magnitude and determinants of green bond supply and its heterogeneity across markets," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 9(2), pages 138-161, April.
    55. Hyun, Suk & Park, Donghyun & Tian, Shu, 2021. "Pricing of Green Labeling: A Comparison of Labeled and Unlabeled Green Bonds," Finance Research Letters, Elsevier, vol. 41(C).
    56. Britta Hachenberg & Dirk Schiereck, 2018. "Are green bonds priced differently from conventional bonds?," Journal of Asset Management, Palgrave Macmillan, vol. 19(6), pages 371-383, October.
    57. 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.
    58. Zhang, Ran & Li, Yanru & Liu, Yingzhu, 2021. "Green bond issuance and corporate cost of capital," Pacific-Basin Finance Journal, Elsevier, vol. 69(C).
    59. Chang, Lei & Taghizadeh-Hesary, Farhad & Chen, Huangen & Mohsin, Muhammad, 2022. "Do green bonds have environmental benefits?," Energy Economics, Elsevier, vol. 115(C).
    60. Yanhong Feng & Shuanglian Chen & Pierre Failler, 2020. "Productivity Effect Evaluation on Market-Type Environmental Regulation: A Case Study of SO 2 Emission Trading Pilot in China," IJERPH, MDPI, vol. 17(21), pages 1-27, October.
    61. Souad Lajili Jarjir & Martin Lebelle & Syrine Sassi, 2020. "Corporate Green Bond Issuances: An International Evidence," Post-Print hal-03044129, HAL.
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    More about this item

    Keywords

    Green bonds; Total factor productivity; Maturity mismatch; Financing cost; Investor attention;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

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