IDEAS home Printed from https://ideas.repec.org/a/eee/ememar/v51y2022ipbs156601412100090x.html
   My bibliography  Save this article

Does the green loan policy boost greener production? – Evidence from Chinese firms

Author

Listed:
  • Zhang, Dongyang

Abstract

The trade-off between stable economic growth and environmental protection has been widely discussed in China, with the rest of the world paying closer attention to the emerging norms of this discourse. Government intervention and policy guidance are believed necessary in spurring firms to adopt more sustainable production approaches. This paper investigates the impact of the Green Loan Guide policy on pollution and firm performance. More specifically, we explore the impacts of the People's Bank of China's Green Loan Guide policy on Chinese firms using information from Chinese manufacturing firms for the period 2010–2017 derived from public databases and individual firms. We apply a difference-in-differences method to analyze the effect of the policies on pollution reduction and to avoid endogeneity problems. Our empirical findings indicate that the green loan policy significantly increases investments that curb pollution and encourages firms to reduce emissions, introduce new energy sources, and demonstrate greater environmental responsibility. We further show that investment in pollution control crowds out investment in fixed and intangible assets due to the financial constraint mechanism, and that it decreases sales growth, return on assets, and return on sales.

Suggested Citation

  • Zhang, Dongyang, 2022. "Does the green loan policy boost greener production? – Evidence from Chinese firms," Emerging Markets Review, Elsevier, vol. 51(PB).
  • Handle: RePEc:eee:ememar:v:51:y:2022:i:pb:s156601412100090x
    DOI: 10.1016/j.ememar.2021.100882
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S156601412100090X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ememar.2021.100882?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. Tamazian, Artur & Bhaskara Rao, B., 2010. "Do economic, financial and institutional developments matter for environmental degradation? Evidence from transitional economies," Energy Economics, Elsevier, vol. 32(1), pages 137-145, January.
    2. Harvey, Campbell R, 1995. "Predictable Risk and Returns in Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 8(3), pages 773-816.
    3. Chen, Minjia & Guariglia, Alessandra, 2013. "Internal financial constraints and firm productivity in China: Do liquidity and export behavior make a difference?," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1123-1140.
    4. William Brock & M. Taylor, 2010. "The Green Solow model," Journal of Economic Growth, Springer, vol. 15(2), pages 127-153, June.
    5. Zhang, Dongyang & Zheng, Wenping, 2019. "Less financial constraints, more clean production? New evidence from China," Economics Letters, Elsevier, vol. 175(C), pages 80-83.
    6. Michael Faulkender & Mitchell A. Petersen, 2006. "Does the Source of Capital Affect Capital Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 45-79.
    7. Amore, Mario Daniele & Bennedsen, Morten, 2016. "Corporate governance and green innovation," Journal of Environmental Economics and Management, Elsevier, vol. 75(C), pages 54-72.
    8. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    9. Daniel Paravisini, 2008. "Local Bank Financial Constraints and Firm Access to External Finance," Journal of Finance, American Finance Association, vol. 63(5), pages 2161-2193, October.
    10. Bovenberg, A.L. & Smulders, J.A., 1993. "Environmental quality and pollution-saving technological change in a two-sector endogenous growth model," Discussion Paper 1993-21, Tilburg University, Center for Economic Research.
    11. Jianguo Liu & Jared Diamond, 2005. "China's environment in a globalizing world," Nature, Nature, vol. 435(7046), pages 1179-1186, June.
    12. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    13. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    14. Campello, Murillo & Giambona, Erasmo, 2013. "Real Assets and Capital Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(5), pages 1333-1370, October.
    15. 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.
    16. Eisenbarth, Sabrina, 2017. "Is Chinese trade policy motivated by environmental concerns?," Journal of Environmental Economics and Management, Elsevier, vol. 82(C), pages 74-103.
    17. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    18. Zhang, Dongyang & Liu, Deqiang, 2017. "Determinants of the capital structure of Chinese non-listed enterprises: Is TFP efficient?," Economic Systems, Elsevier, vol. 41(2), pages 179-202.
    19. Earnhart, Dietrich & Segerson, Kathleen, 2012. "The influence of financial status on the effectiveness of environmental enforcement," Journal of Public Economics, Elsevier, vol. 96(9-10), pages 670-684.
    20. Weber, Christopher L. & Peters, Glen P. & Guan, Dabo & Hubacek, Klaus, 2008. "The contribution of Chinese exports to climate change," Energy Policy, Elsevier, vol. 36(9), pages 3572-3577, September.
    21. Youguo Zhang, 2012. "Scale, Technique and Composition Effects in Trade-Related Carbon Emissions in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 51(3), pages 371-389, March.
    22. Zhang, Dongyang & Zhuge, Liqun & Freeman, Richard B., 2020. "Firm dynamics of hi-tech start-ups: Does innovation matter?," China Economic Review, Elsevier, vol. 59(C).
    23. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    24. Olaf Weber & Roland W. Scholz & Georg Michalik, 2010. "Incorporating sustainability criteria into credit risk management," Business Strategy and the Environment, Wiley Blackwell, vol. 19(1), pages 39-50, January.
    25. Andersen, Dana C., 2017. "Do credit constraints favor dirty production? Theory and plant-level evidence," Journal of Environmental Economics and Management, Elsevier, vol. 84(C), pages 189-208.
    26. Zhuang Miao & Tomas Baležentis & Zhihua Tian & Shuai Shao & Yong Geng & Rui Wu, 2019. "Environmental Performance and Regulation Effect of China’s Atmospheric Pollutant Emissions: Evidence from “Three Regions and Ten Urban Agglomerations”," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(1), pages 211-242, September.
    27. Yue, Shujing & Lu, Rou & Shen, Yongchang & Chen, Hongtao, 2019. "How does financial development affect energy consumption? Evidence from 21 transitional countries," Energy Policy, Elsevier, vol. 130(C), pages 253-262.
    28. Mark J. Garmaise, 2008. "Production in Entrepreneurial Firms: The Effects of Financial Constraints on Labor and Capital," Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 543-577, April.
    29. Lemmon, Michael & Roberts, Michael R., 2010. "The Response of Corporate Financing and Investment to Changes in the Supply of Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 555-587, June.
    30. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    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. Juan David González-Ruiz & Nini Johana Marín-Rodríguez & Alejandro Valencia-Arias, 2023. "Gender Social Bonds in the Latin American Market," Sustainability, MDPI, vol. 15(20), pages 1-18, October.
    2. Liang, Zhiying & Chen, Jian & Jiang, Dayang & Sun, Yunpeng, 2022. "Assessment of the spatial association network of green innovation: Role of energy resources in green recovery," Resources Policy, Elsevier, vol. 79(C).
    3. Xu, Jiaqi & She, Shengxiang & Gao, Pengpeng & Sun, Yunpeng, 2023. "Role of green finance in resource efficiency and green economic growth," Resources Policy, Elsevier, vol. 81(C).
    4. Ye, Xiang & Yue, Pengpeng, 2023. "Financial literacy and household energy efficiency: An analysis of credit market and supply chain," Finance Research Letters, Elsevier, vol. 52(C).
    5. Kaifeng Li & Yun Chen & Jingren Chen, 2023. "How to Improve Industrial Green Total Factor Productivity under Dual Carbon Goals? Evidence from China," Sustainability, MDPI, vol. 15(11), pages 1-13, June.
    6. Tang, Le & Sun, Shiyu, 2022. "Fiscal incentives, financial support for agriculture, and urban-rural inequality," International Review of Financial Analysis, Elsevier, vol. 80(C).
    7. Zhang, Dongyang & Zheng, Wenping, 2022. "Does COVID-19 make the firms’ performance worse? Evidence from the Chinese listed companies," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 560-570.
    8. Xu, Xinkuo & Li, Jingsi, 2023. "Can green bonds reduce the carbon emissions of cities in China?," Economics Letters, Elsevier, vol. 226(C).
    9. Zhang, Dongyang & Kong, Qunxi & Wang, Yizhi & Vigne, Samuel A., 2023. "Exquisite workmanship through net-zero emissions? The effects of carbon emission trading policy on firms' export product quality," Energy Economics, Elsevier, vol. 123(C).
    10. Ren, Yuanming & Gao, Jingyi, 2023. "Does the development of digital finance promote firm exports? Evidence from Chinese enterprises," Finance Research Letters, Elsevier, vol. 53(C).
    11. Zhang, Shengling & Dou, Wei & Wu, Zihao & Hao, Yu, 2023. "Does the financial support to rural areas help to reduce carbon emissions? Evidence from China," Energy Economics, Elsevier, vol. 127(PA).
    12. Liu, Zhihong & ul Islam, Misbah & Alarifi, Ghadah Abdulrahman & Cong, Phan The & Khudoykulov, Khurshid & Quynh, Le Nhu & Hossain, Md. Shamim, 2023. "Does energy efficiency mediate a green economic recovery? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 802-815.
    13. Yunpeng Sun & Qun Bao & Farhad Taghizadeh-Hesary, 2023. "Green finance, renewable energy development, and climate change: evidence from regions of China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-8, December.

    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, Dongyang, 2020. "How do firms overcome financial constraint anxiety to survive in the market? Evidence from large manufacturing data," International Review of Financial Analysis, Elsevier, vol. 70(C).
    2. Joan Farre-Mensa & Alexander Ljungqvist, 2016. "Do Measures of Financial Constraints Measure Financial Constraints?," Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 271-308.
    3. Yang Lyu & Zheng Ji & Xiaoqi Zhang & Zhe Zhan, 2023. "Can Fintech Alleviate the Financing Constraints of Enterprises?—Evidence from the Chinese Securities Market," Sustainability, MDPI, vol. 15(5), pages 1-21, February.
    4. Shi, Yang & Li, Jiachen & Liu, Ruiming, 2023. "Financing constraints and share pledges: Evidence from the share pledge reform in China," Journal of Corporate Finance, Elsevier, vol. 78(C).
    5. Brown, Stephen & Dutordoir, Marie & Veld, Chris & Veld-Merkoulova, Yulia, 2019. "What is the role of institutional investors in corporate capital structure decisions? A survey analysis," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 270-286.
    6. Giau Bui, Dien & Chen, Yehning & Lin, Chih-Yung & Lin, Tse-Chun, 2021. "Risk-taking of bank CEOs and corporate innovation," Journal of International Money and Finance, Elsevier, vol. 115(C).
    7. 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).
    8. Döring, Simon & Drobetz, Wolfgang & Janzen, Malte & Meier, Iwan, 2018. "Global cash flow sensitivities," Finance Research Letters, Elsevier, vol. 25(C), pages 16-22.
    9. Zhang, Dongyang, 2021. "Does a designed financial system impact polluting firms’ employment? Evidence of an experimental economic policy," Finance Research Letters, Elsevier, vol. 38(C).
    10. Foley-Fisher, Nathan & Ramcharan, Rodney & Yu, Edison, 2016. "The impact of unconventional monetary policy on firm financing constraints: Evidence from the maturity extension program," Journal of Financial Economics, Elsevier, vol. 122(2), pages 409-429.
    11. Zhang, Dongyang & Liu, Deqiang, 2017. "Determinants of the capital structure of Chinese non-listed enterprises: Is TFP efficient?," Economic Systems, Elsevier, vol. 41(2), pages 179-202.
    12. Trang Hoai Phan & Rainer Stachuletz & Hai Thi Hong Nguyen, 2022. "Export Decision and Credit Constraints under Institution Obstacles," Sustainability, MDPI, vol. 14(9), pages 1-27, May.
    13. Yu, Chin-Hsien & Wu, Xiuqin & Zhang, Dayong & Chen, Shi & Zhao, Jinsong, 2021. "Demand for green finance: Resolving financing constraints on green innovation in China," Energy Policy, Elsevier, vol. 153(C).
    14. Zhifeng Zhang & Hongyan Duan & Shuangshuang Shan & Qingzhi Liu & Wenhui Geng, 2022. "The Impact of Green Credit on the Green Innovation Level of Heavy-Polluting Enterprises—Evidence from China," IJERPH, MDPI, vol. 19(2), pages 1-19, January.
    15. Andersen, Dana C., 2017. "Do credit constraints favor dirty production? Theory and plant-level evidence," Journal of Environmental Economics and Management, Elsevier, vol. 84(C), pages 189-208.
    16. Chien, Chih-Chung & Chen, Shikuan & Chang, Ming-Jen, 2023. "Financial constraints on credit ratings and cash-flow sensitivity," International Review of Financial Analysis, Elsevier, vol. 88(C).
    17. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    18. Julian Atanassov, 2016. "Arm’s Length Financing and Innovation: Evidence from Publicly Traded Firms," Management Science, INFORMS, vol. 62(1), pages 128-155, January.
    19. Phan, Trang Hoai & Stachuletz, Rainer & Nguyen, Hai Thi Hong, 2022. "Export Decision and Credit Constraints under Institution Obstacles," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 132783, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    20. Behr, Patrick & Norden, Lars & Noth, Felix, 2013. "Financial constraints of private firms and bank lending behavior," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3472-3485.

    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:ememar:v:51:y:2022:i:pb:s156601412100090x. 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/inca/620356 .

    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.