IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v79y2023ics0927538x23000616.html
   My bibliography  Save this article

The impact of green credit on firms' green investment efficiency: Evidence from China

Author

Listed:
  • Li, Lifang
  • Qiu, Lexin
  • Xu, Fangming
  • Zheng, Xinwei

Abstract

We investigated the impact of green credit on the green investment efficiency of 588 listed Chinese green companies from 2009 to 2019 using an extended super-SBM model. Our findings reveal that green credit can enhance a firm's green investment efficiency, with a more prominent effect observed among state-owned enterprises and firms operating in high-growth industries. Further analysis suggests that the positive impact of green credit on green investment efficiency is moderated by corporate governance, innovations, and financial constraints. Our study provides novel evidence that underscores the importance of green credit in stimulating corporate green investment efficiency in China.

Suggested Citation

  • Li, Lifang & Qiu, Lexin & Xu, Fangming & Zheng, Xinwei, 2023. "The impact of green credit on firms' green investment efficiency: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    • Handle: RePEc:eee:pacfin:v:79:y:2023:i:c:s0927538x23000616
    DOI: 10.1016/j.pacfin.2023.101995
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X23000616
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.pacfin.2023.101995?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. Alexandra Eremia & Ion Stancu, 2006. "Banking Activity for Sustainable Development," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 6(6(501)), pages 23-32, August.
    2. Wenjing Li & Ran Zhang, 2010. "Corporate Social Responsibility, Ownership Structure, and Political Interference: Evidence from China," Journal of Business Ethics, Springer, vol. 96(4), pages 631-645, November.
    3. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    4. Rajkovic, Tijana, 2020. "Lead independent directors and investment efficiency," Journal of Corporate Finance, Elsevier, vol. 64(C).
    5. Ralph De Haas & Alexander Popov, 2023. "Finance and Green Growth," The Economic Journal, Royal Economic Society, vol. 133(650), pages 637-668.
    6. Fazzari, Steven M & Hubbard, R Glenn & Petersen, Bruce C, 1988. "Investment, Financing Decisions, and Tax Policy," American Economic Review, American Economic Association, vol. 78(2), pages 200-205, May.
    7. Andrew Benito & Ignacio Hernando, 2007. "Firm Behaviour And Financial Pressure: Evidence From Spanish Panel Data," Bulletin of Economic Research, Wiley Blackwell, vol. 59(4), pages 283-311, October.
    8. Kang Pan & Feng He, 2022. "Does Public Environmental Attention Improve Green Investment Efficiency?—Based on the Perspective of Environmental Regulation and Environmental Responsibility," Sustainability, MDPI, vol. 14(19), pages 1-20, October.
    9. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    10. Feng, Gen-Fu & Wang, Quan-Jing & Chu, Yin & Wen, Jun & Chang, Chun-Ping, 2021. "Does the shale gas boom change the natural gas price-production relationship? Evidence from the U.S. market," Energy Economics, Elsevier, vol. 93(C).
    11. Broadstock, David C. & Chan, Kalok & Cheng, Louis T.W. & Wang, Xiaowei, 2021. "The role of ESG performance during times of financial crisis: Evidence from COVID-19 in China," Finance Research Letters, Elsevier, vol. 38(C).
    12. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    13. Brown, Rayna & Sarma, Neal, 2007. "CEO overconfidence, CEO dominance and corporate acquisitions," Journal of Economics and Business, Elsevier, vol. 59(5), pages 358-379.
    14. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    15. Liu, Haiyue & Jiang, Jie & Xue, Rui & Meng, Xiaofan & Hu, Shiyang, 2022. "Corporate environmental governance scheme and investment efficiency over the course of COVID-19," Finance Research Letters, Elsevier, vol. 47(PB).
    16. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    17. Li, Shihan & Liu, Qingfu & Lu, Lei & Zheng, Kaixin, 2022. "Green policy and corporate social responsibility: Empirical analysis of the Green Credit Guidelines in China," Journal of Asian Economics, Elsevier, vol. 82(C).
    18. Berensmann, Kathrin & Lindenberg, Nannette, 2016. "Green finance: actors, challenges and policy recommendations," Briefing Papers 23/2016, German Institute of Development and Sustainability (IDOS).
    19. Bae, Kee-Hong & El Ghoul, Sadok & Gong, Zhaoran (Jason) & Guedhami, Omrane, 2021. "Does CSR matter in times of crisis? Evidence from the COVID-19 pandemic," Journal of Corporate Finance, Elsevier, vol. 67(C).
    20. Flammer, Caroline, 2021. "Corporate green bonds," Journal of Financial Economics, Elsevier, vol. 142(2), pages 499-516.
    21. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    22. Flannery, Mark J, 1986. "Asymmetric Information and Risky Debt Maturity Choice," Journal of Finance, American Finance Association, vol. 41(1), pages 19-37, March.
    23. He, Lingyun & Liu, Rongyan & Zhong, Zhangqi & Wang, Deqing & Xia, Yufei, 2019. "Can green financial development promote renewable energy investment efficiency? A consideration of bank credit," Renewable Energy, Elsevier, vol. 143(C), pages 974-984.
    24. Yu, Baojun & Li, Changming & Mirza, Nawazish & Umar, Muhammad, 2022. "Forecasting credit ratings of decarbonized firms: Comparative assessment of machine learning models," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    25. Hennessy, Christopher A. & Levy, Amnon & Whited, Toni M., 2007. "Testing Q theory with financing frictions," Journal of Financial Economics, Elsevier, vol. 83(3), pages 691-717, March.
    26. Zeng, Shihong & Jiang, Chunxia & Ma, Chen & Su, Bin, 2018. "Investment efficiency of the new energy industry in China," Energy Economics, Elsevier, vol. 70(C), pages 536-544.
    27. Wen, Huwei & Lee, Chien-Chiang & Zhou, Fengxiu, 2021. "Green credit policy, credit allocation efficiency and upgrade of energy-intensive enterprises," Energy Economics, Elsevier, vol. 94(C).
    28. Billett, Matthew T. & Garfinkel, Jon A. & Jiang, Yi, 2011. "The influence of governance on investment: Evidence from a hazard model," Journal of Financial Economics, Elsevier, vol. 102(3), pages 643-670.
    29. 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.
    30. Li Cai & Jinhua Cui & Hoje Jo, 2016. "Corporate Environmental Responsibility and Firm Risk," Journal of Business Ethics, Springer, vol. 139(3), pages 563-594, December.
    31. Himmelberg, Charles P & Petersen, Bruce C, 1994. "R&D and Internal Finance: A Panel Study of Small Firms in High-Tech Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 38-51, February.
    32. Giroud, Xavier & Mueller, Holger M., 2010. "Does corporate governance matter in competitive industries?," Journal of Financial Economics, Elsevier, vol. 95(3), pages 312-331, March.
    33. Kolasinski, Adam C. & Li, Xu, 2013. "Can Strong Boards and Trading Their Own Firm’s Stock Help CEOs Make Better Decisions? Evidence from Acquisitions by Overconfident CEOs," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(4), pages 1173-1206, August.
    34. Tone, Kaoru, 2002. "A slacks-based measure of super-efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 143(1), pages 32-41, November.
    35. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    36. De Haas, Ralph & Popov, Alexander, 2019. "Finance and carbon emissions," Working Paper Series 2318, European Central Bank.
    37. P.N. Brusov & T.V. Filatova & N.P. Orekhova & M.A. Eskindarov & V.L. Kulik, 2015. "Modern Theory of Capital Cost and Capital Structure by Brusov–Filatova–Orekhova (BFO Theory) for Companies, which Ceased to Exist at the Time Moment n," Journal of Reviews on Global Economics, Lifescience Global, vol. 4, pages 87-95.
    38. Yaowei Cao & Youtang Zhang & Liu Yang & Rita Yi Man Li & M. James C. Crabbe, 2021. "Green Credit Policy and Maturity Mismatch Risk in Polluting and Non-Polluting Companies," Sustainability, MDPI, vol. 13(7), pages 1-23, March.
    39. Maghyereh, Aktham & Abdoh, Hussein, 2020. "Asymmetric effects of oil price uncertainty on corporate investment," Energy Economics, Elsevier, vol. 86(C).
    40. Xing, Chao & Zhang, Yuming & Wang, Yuan, 2020. "Do Banks Value Green Management in China? The Perspective of the Green Credit Policy," Finance Research Letters, Elsevier, vol. 35(C).
    41. Tran Phuong, Thao & Le, Anh-Tuan & Ouyang, Puman, 2022. "Board tenure diversity and investment efficiency: A global analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 81(C).
    42. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    43. Lin, Chen & Ma, Yue & Malatesta, Paul & Xuan, Yuhai, 2013. "Corporate ownership structure and the choice between bank debt and public debt," Journal of Financial Economics, Elsevier, vol. 109(2), pages 517-534.
    44. Wang, Zilong & Wang, Xinbin, 2022. "Research on the impact of green finance on energy efficiency in different regions of China based on the DEA-Tobit model," Resources Policy, Elsevier, vol. 77(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cui, Xiaona & Mohd Said, Ridzwana & Abdul Rahim, Norhuda & Ni, Mengjiao, 2024. "Can green finance Lead to green investment? Evidence from heavily polluting industries," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    2. Lin, Boqiang & Pan, Ting, 2024. "The impact of green credit on green transformation of heavily polluting enterprises: Reverse forcing or forward pushing?," Energy Policy, Elsevier, vol. 184(C).
    3. Xue, Yan & Hu, Dongmei & Irfan, Muhammad & Wu, Haitao & Hao, Yu, 2023. "Natural resources policy making through finance? The role of green finance on energy resources poverty," Resources Policy, Elsevier, vol. 85(PA).
    4. Zhang, Jinlong & Wu, Mingyue & Chen, Tingwei & Gao, Bin, 2024. "Green credit, financing constraints, and corporate investment: From the perspectives of scale and efficiency," The North American Journal of Economics and Finance, Elsevier, vol. 73(C).
    5. Jin, Yi & Liu, Sinuo & Sun, Yongping & Fang, Jie, 2024. "Energy transition and housing market bubbles: Evidence from prefecture cities in China," Energy Economics, Elsevier, vol. 133(C).
    6. Di Lv & Chaobo Zhou, 2023. "Can the Green Finance Reform and Innovation Improve Green Investment of Heavily Polluting Enterprises?," Sustainability, MDPI, vol. 15(15), pages 1-15, July.
    7. Li, Cong & Wang, Yiming & Sun, Weiguo & Yu, Yue & Ding, Yuzhen, 2024. "Green credit policy and corporate deleveraging: Evidence from China," Finance Research Letters, Elsevier, vol. 66(C).

    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. Liu, Duan & Zhou, Qianzhen & Chen, Shiqi & Wan, Hong & He, Hongbo, 2021. "Capital market access and innovation efficiency: A natural experiment from China’s pilot VAT reform in 2012," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 549-566.
    2. Li, Tongxia & Lu, Chun & Chen, Zhihua, 2023. "The unintended consequence of collateral-based financing: Evidence from corporate cost behavior," Journal of Contemporary Accounting and Economics, Elsevier, vol. 19(1).
    3. Mario Tirelli, 2021. "On the optimal investment finance of small businesses," Small Business Economics, Springer, vol. 56(4), pages 1639-1665, April.
    4. Bergner, Sören Martin & Bräutigam, Rainer & Evers, Maria Theresia & Spengel, Christoph, 2017. "The use of SME tax incentives in the European Union," ZEW Discussion Papers 17-006, ZEW - Leibniz Centre for European Economic Research.
    5. Coad, Alex, 2010. "Neoclassical vs evolutionary theories of financial constraints: Critique and prospectus," Structural Change and Economic Dynamics, Elsevier, vol. 21(3), pages 206-218, August.
    6. Yong Ma & Yiqing Jiang, 2024. "Digital financial inclusion and corporate investment efficiency: Evidence from small‐ and medium‐sized enterprises in China," Review of Development Economics, Wiley Blackwell, vol. 28(3), pages 929-957, August.
    7. Martinsson, Gustav, 2009. "Finance and R&D Investments - is there a debt overhang effect on R&D investments?," Working Paper Series in Economics and Institutions of Innovation 174, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    8. Khawaja, Mohsin & Bhatti, M. Ishaq & Ashraf, Dawood, 2019. "Ownership and control in a double decision framework for raising capital," Emerging Markets Review, Elsevier, vol. 41(C).
    9. Diana Hechavarría & Charles Matthews & Paul Reynolds, 2016. "Does start-up financing influence start-up speed? Evidence from the panel study of entrepreneurial dynamics," Small Business Economics, Springer, vol. 46(1), pages 137-167, January.
    10. Ana Venâncio & João Jorge, 2022. "The role of accelerator programmes on the capital structure of start-ups," Small Business Economics, Springer, vol. 59(3), pages 1143-1167, October.
    11. Silvia Magri, 2014. "Does issuing equity help R&D activity? Evidence from unlisted Italian high-tech manufacturing firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(8), pages 825-854, November.
    12. Valérie Revest & Alessandro Sapio, 2012. "Financing technology-based small firms in Europe: what do we know?," Small Business Economics, Springer, vol. 39(1), pages 179-205, July.
    13. Liu, Duan & Qiu, Qi & Chen, Shou, 2023. "Timeliness of technological innovation and decisions of IPO timing and pricing," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 498-519.
    14. Lijuan Xiao & Min Bai & Yafeng Qin & Lingyun Xiong & Lijuan Yang, 2021. "Financial Slack and Inefficient Investment Decisions in China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(4), pages 920-941, June.
    15. Mario Tirelli & Luca Spinesi, 2021. "R&D financing and growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 30(1), pages 24-47, January.
    16. Pindado, Julio & Requejo, Ignacio & Rivera, Juan C., 2017. "Economic forecast and corporate leverage choices: The role of the institutional environment," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 121-144.
    17. Cheng, Chao & Yang, Liu, 2022. "What drives the credit constraints faced by Chinese small and micro enterprises?," Economic Modelling, Elsevier, vol. 113(C).
    18. Morais, Flávio & Serrasqueiro, Zélia & Ramalho, Joaquim J.S., 2020. "The zero-leverage phenomenon: A bivariate probit with partial observability approach," Research in International Business and Finance, Elsevier, vol. 53(C).
    19. Linda Bergset, 2015. "The Rationality and Irrationality of Financing Green Start-Ups," Administrative Sciences, MDPI, vol. 5(4), pages 1-26, November.
    20. César Camisón & José Antonio Clemente & Sergio Camisón-Haba, 2022. "Asset tangibility, information asymmetries and intangibles as determinants of family firms leverage," Review of Managerial Science, Springer, vol. 16(7), pages 2047-2082, October.

    More about this item

    Keywords

    Green credit; Green investment efficiency; Super-SBM model; China;
    All these keywords.

    JEL classification:

    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • 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

    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:pacfin:v:79:y:2023:i:c:s0927538x23000616. 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/pacfin .

    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.