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Productivity gains from green finance: A holistic and regional examination from China

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  • Guo, Yunxia
  • Yu, Mengyao
  • Xu, Mingchen
  • Tang, Ying
  • Huang, Jingran
  • Liu, Jia
  • Hao, Yu

Abstract

The productivity channel is extensively explored as a key mechanism through which finance influences economic growth. This paper specifically aims to assess the effect of green finance (GF) on firms' total factor productivity (TFP) using matched data on 2246 listed companies and their respective provinces in China from 2011 to 2019. The results demonstrate that, first, GF has a positive effect on firms' total factor productivity. Second, heterogeneity analysis reveals that the effects of GF differ across firms. Third, two paths through which GF can affect firms' TFP are identified: financing constraints and R&D investment. Finally, the differences-in-differences method suggests that green finance pilot policies contribute to an increase in firms' TFP in the pilot areas. However, the regression control method reveals regional variations in policy effectiveness and duration. In short, this study expands on the empirical literature that documents the nexus between productivity and financial markets and can provide an important theoretical and empirical basis for expanding the achievements of GF construction in China.

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  • Guo, Yunxia & Yu, Mengyao & Xu, Mingchen & Tang, Ying & Huang, Jingran & Liu, Jia & Hao, Yu, 2023. "Productivity gains from green finance: A holistic and regional examination from China," Energy Economics, Elsevier, vol. 127(PA).
  • Handle: RePEc:eee:eneeco:v:127:y:2023:i:pa:s0140988323006035
    DOI: 10.1016/j.eneco.2023.107105
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    as
    1. Rongyan Liu & Deqing Wang & Li Zhang & Lihong Zhang, 2019. "Can green financial development promote regional ecological efficiency? A case study of China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 95(1), pages 325-341, January.
    2. Guangyou Zhou & Chen Liu & Sumei Luo, 2021. "Resource Allocation Effect of Green Credit Policy: Based on DID Model," Mathematics, MDPI, vol. 9(2), pages 1-18, January.
    3. Barseghyan, Levon & DiCecio, Riccardo, 2011. "Entry costs, industry structure, and cross-country income and TFP differences," Journal of Economic Theory, Elsevier, vol. 146(5), pages 1828-1851, September.
    4. Bernard Fingleton & Simonetta Longhi, 2013. "The Effects Of Agglomeration On Wages: Evidence From The Micro-Level," Journal of Regional Science, Wiley Blackwell, vol. 53(3), pages 443-463, August.
    5. Arizala, Francisco & Cavallo, Eduardo A. & Galindo, Arturo, 2009. "Financial Development and TFP Growth: Cross-Country and Industry-Level Evidence," IDB Publications (Working Papers) 1654, Inter-American Development Bank.
    6. Gatti, Roberta & Love, Inessa, 2006. "Does access to credit improve productivity ? Evidence from Bulgarian firms," Policy Research Working Paper Series 3921, The World Bank.
    7. Kevin Grant & Roman Matousek & Martin Meyer & Nickolaos G. Tzeremes, 2020. "Research and development spending and technical efficiency: evidence from biotechnology and pharmaceutical sector," International Journal of Production Research, Taylor & Francis Journals, vol. 58(20), pages 6170-6184, October.
    8. 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.
    9. Zhang, Cheng & Zhou, Bo, 2023. "Where should the money go? The green effect of governmental guidance when sustainable finance impacts brown firms," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
    10. Mike Burkart & Tore Ellingsen, 2004. "In-Kind Finance: A Theory of Trade Credit," American Economic Review, American Economic Association, vol. 94(3), pages 569-590, June.
    11. Amel Ben Abdesslem & Raphaël Chiappini, 2019. "Cluster policy and firm performance: a case study of the French optic/photonic industry," Regional Studies, Taylor & Francis Journals, vol. 53(5), pages 692-705, May.
    12. Möller, J. & Zierer, M., 2018. "Autobahns and jobs: A regional study using historical instrumental variables," Journal of Urban Economics, Elsevier, vol. 103(C), pages 18-33.
    13. James S. Ang & Yingmei Cheng & Chaopeng Wu, 2014. "Does Enforcement of Intellectual Property Rights Matter in China? Evidence from Financing and Investment Choices in the High-Tech Industry," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 332-348, May.
    14. Zhu, Yuke & Lan, Mudan, 2023. "Digital economy and carbon rebound effect: Evidence from Chinese cities," Energy Economics, Elsevier, vol. 126(C).
    15. Jinyoung Kim & Sangjoon John Lee & Gerald Marschke, 2009. "Inventor Productivity And Firm Size: Evidence From Panel Data On Inventors," Pacific Economic Review, Wiley Blackwell, vol. 14(4), pages 516-531, October.
    16. Brenda Bos & Dries Faems & Florian Noseleit, 2017. "Alliance Concentration in Multinational Companies: Examining Alliance Portfolios, Firm Structure, and Firm Performance," Strategic Management Journal, Wiley Blackwell, vol. 38(11), pages 2298-2309, November.
    17. 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.
    18. Song, Malin & Ai, Hongshan & Li, Xie, 2015. "Political connections, financing constraints, and the optimization of innovation efficiency among China's private enterprises," Technological Forecasting and Social Change, Elsevier, vol. 92(C), pages 290-299.
    19. Parvadavardini SOUNDARRAJAN & Nagarajan VIVEK, 2016. "Green finance for sustainable green economic growth in India," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 62(1), pages 35-44.
    20. Bhattacharya, Mita & Okafor, Luke Emeka & Pradeep, V., 2021. "International firm activities, R&D, and productivity: Evidence from Indian manufacturing firms," Economic Modelling, Elsevier, vol. 97(C), pages 1-13.
    21. Lu, Xunfa & Huang, Nan & Mo, Jianlei & Ye, Zhitao, 2023. "Dynamics of the return and volatility connectedness among green finance markets during the COVID-19 pandemic," Energy Economics, Elsevier, vol. 125(C).
    22. Demetriades, Panicos O. & Hussein, Khaled A., 1996. "Does financial development cause economic growth? Time-series evidence from 16 countries," Journal of Development Economics, Elsevier, vol. 51(2), pages 387-411, December.
    23. Yang, Tina & Zhao, Shan, 2014. "CEO duality and firm performance: Evidence from an exogenous shock to the competitive environment," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 534-552.
    24. Zumian Xiao & Hongfeng Peng & Zheyao Pan, 2022. "Innovation, external technological environment and the total factor productivity of enterprises," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(1), pages 3-29, March.
    25. Carlo Altomonte & Enrico Pennings, 2009. "Domestic plant productivity and incremental spillovers from foreign direct investment," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(7), pages 1131-1148, September.
    26. Yao, Shouyu & Pan, Yuying & Sensoy, Ahmet & Uddin, Gazi Salah & Cheng, Feiyang, 2021. "Green credit policy and firm performance: What we learn from China," Energy Economics, Elsevier, vol. 101(C).
    27. Min‐Hsien Chiang & Jia‐Hui Lin, 2007. "The Relationship between Corporate Governance and Firm Productivity: evidence from Taiwan's manufacturing firms," Corporate Governance: An International Review, Wiley Blackwell, vol. 15(5), pages 768-779, September.
    28. Biais, Bruno & Gollier, Christian, 1997. "Trade Credit and Credit Rationing," The Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 903-937.
    29. Junxiu Sun & Feng Wang & Haitao Yin & Bing Zhang, 2019. "Money Talks: The Environmental Impact of China's Green Credit Policy," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 38(3), pages 653-680, June.
    30. 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.
    31. 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.
    32. Michał Jerzmanowski, 2017. "Finance and sources of growth: evidence from the U.S. states," Journal of Economic Growth, Springer, vol. 22(1), pages 97-122, March.
    33. Roberto Ganau, 2016. "Productivity, Credit Constraints and the Role of Short-Run Localization Economies: Micro-Evidence from Italy," Regional Studies, Taylor & Francis Journals, vol. 50(11), pages 1834-1848, November.
    34. Yahya, Farzan & Lee, Chien-Chiang, 2023. "Disentangling the asymmetric effect of financialization on the green output gap," Energy Economics, Elsevier, vol. 125(C).
    35. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    36. Hsu, Shufang & Lin, Shih-Wei & Chen, Wei-Peng & Huang, Jhao-Wei, 2021. "CEO duality, information costs, and firm performance," The North American Journal of Economics and Finance, Elsevier, vol. 55(C).
    37. Wang, Changjian & Wang, Fei & Zhang, Xinlin & Yang, Yu & Su, Yongxian & Ye, Yuyao & Zhang, Hongou, 2017. "Examining the driving factors of energy related carbon emissions using the extended STIRPAT model based on IPAT identity in Xinjiang," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 51-61.
    38. Roberta Gatti & Inessa Love, 2008. "Does access to credit improve productivity? Evidence from Bulgaria1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 16(3), pages 445-465, July.
    39. 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.
    40. Shuai Shao & Zhigao Hu & Jianhua Cao & Lili Yang & Dabo Guan, 2020. "Environmental Regulation and Enterprise Innovation: A Review," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1465-1478, March.
    41. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    42. Xiaming Liu & Chengang Wang & Yingqi Wei, 2009. "Do local manufacturing firms benefit from transactional linkages with multinational enterprises in China?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(7), pages 1113-1130, September.
    43. Bah, El-hadj & Fang, Lei, 2016. "Entry Costs, Financial Frictions, And Cross-Country Differences In Income And Tfp," Macroeconomic Dynamics, Cambridge University Press, vol. 20(4), pages 884-908, June.
    44. Gabriele Rovigatti & Vincenzo Mollisi, 2018. "Theory and practice of total-factor productivity estimation: The control function approach using Stata," Stata Journal, StataCorp LP, vol. 18(3), pages 618-662, September.
    45. Kizito Uyi Ehigiamusoe & Mohamad Shaharudin Samsurijan, 2021. "What matters for finance‐growth nexus? A critical survey of macroeconomic stability, institutions, financial and economic development," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5302-5320, October.
    46. Lee, Chien-Chiang & He, Zhi-Wen & Yuan, Zihao, 2023. "A pathway to sustainable development: Digitization and green productivity," Energy Economics, Elsevier, vol. 124(C).
    47. Zhang, Dongyang & Guo, Yumei, 2019. "Financing R&D in Chinese private firms: Business associations or political connection?," Economic Modelling, Elsevier, vol. 79(C), pages 247-261.
    48. Che, Jiahua & Qian, Yingyi, 1998. "Institutional Environment, Community Government, and Corporate Governance: Understanding China's Township-Village Enterprises," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 14(1), pages 1-23, April.
    49. Ajit Singh, 1998. "Financial liberalisation, stockmarkets and economic development," Nova Economia, Economics Department, Universidade Federal de Minas Gerais (Brazil), vol. 8(1), pages 165-182.
    50. Zhang, Dayong & Zhang, Zhiwei & Managi, Shunsuke, 2019. "A bibliometric analysis on green finance: Current status, development, and future directions," Finance Research Letters, Elsevier, vol. 29(C), pages 425-430.
    51. Yuzhong Lu & Zengrui Tian & Guillermo Andres Buitrago & Shuiwen Gao & Yuanjun Zhao & Shuai Zhang & Thiago Christiano Silva, 2021. "Intellectual Capital and Firm Performance in the Context of Venture-Capital Syndication Background in China," Complexity, Hindawi, vol. 2021, pages 1-17, March.
    52. Kadri Männasoo & Heili Hein & Raul Ruubel, 2018. "The contributions of human capital, R&D spending and convergence to total factor productivity growth," Regional Studies, Taylor & Francis Journals, vol. 52(12), pages 1598-1611, December.
    53. Hamamoto, Mitsutsugu, 2006. "Environmental regulation and the productivity of Japanese manufacturing industries," Resource and Energy Economics, Elsevier, vol. 28(4), pages 299-312, November.
    54. 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.
    55. Lee, Jooh & Kwon, He-Boong, 2017. "Progressive performance modeling for the strategic determinants of market value in the high-tech oriented SMEs," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 91-102.
    56. Ichiro Iwasaki & Satoshi Mizobata, 2020. "Ownership Concentration and Firm Performance in European Emerging Economies: A Meta-Analysis," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(1), pages 32-67, January.
    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. 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).
    59. Nguyen, Huong Quynh, 2017. "Business reforms and total factor productivity in Vietnamese manufacturing," Journal of Asian Economics, Elsevier, vol. 51(C), pages 33-42.
    60. Hakan Berument & N. Nergiz Dincer & Zafer Mustafaoglu, 2011. "Total factor productivity and macroeconomic instability," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 20(5), pages 605-629, September.
    61. Toshiro NISHIZAWA, 2011. "Changes in Development Finance in Asia: Trends, Challenges, and Policy Implications," Asian Economic Policy Review, Japan Center for Economic Research, vol. 6(2), pages 225-244, December.
    62. 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.
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