IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v94y2021ics0140988321000049.html
   My bibliography  Save this article

Green credit policy, credit allocation efficiency and upgrade of energy-intensive enterprises

Author

Listed:
  • Wen, Huwei
  • Lee, Chien-Chiang
  • Zhou, Fengxiu

Abstract

Using the quasi-experimental method, this research investigates the impact of green credit policy on the upgrade of energy-intensive enterprises from the perspective of credit allocation efficiency. Through the panel data of listed companies in China, this study finds that the green credit policy under the Green Credit Guidelines in 2012 (GCG2012) has a significantly negative effect on the research and development (R&D) intensity and the total factor productivity (TFP) of treated firms. Empirical evidence also shows that the GCG2012 significantly reduces bank credit but increases trade credit. Consequently, the substitution hypothesis is established. Furthermore, GCG2012 has reduced the allocation efficiency of bank credit within energy-intensive industries. As an improved green credit policy to encourage enterprises to invest in energy efficiency, the Energy Efficiency Credit Guidelines in 2015 (EECG2015) increases both the bank credit and the fixed asset investment, whereas no increase in R&D intensity or TFP is found. These findings are enlightening for designing better green credit policies.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:eneeco:v:94:y:2021:i:c:s0140988321000049
    DOI: 10.1016/j.eneco.2021.105099
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988321000049
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2021.105099?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. Yu Shi & Lei Gong & Jin Chen, 2019. "The Effect of Financing on Firm Innovation: Multiple Case Studies on Chinese Manufacturing Enterprises," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(4), pages 863-888, March.
    2. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    3. Adalto Barbaceia Gonçalves & Rafael Schiozer & Hsia Hua Sheng, 2018. "Trade Credit and Product Market Power during a Financial Crisis," Working Papers CEB 18-004, ULB -- Universite Libre de Bruxelles.
    4. 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.
    5. Dani Rodrik, 2006. "What's So Special about China's Exports?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 14(5), pages 1-19, September.
    6. Guney, Yilmaz & Karpuz, Ahmet & Ozkan, Neslihan, 2017. "R&D investments and credit lines," Journal of Corporate Finance, Elsevier, vol. 46(C), pages 261-283.
    7. Yuan, Huaxi & Feng, Yidai & Lee, Chien-Chiang & Cen, Yan, 2020. "How does manufacturing agglomeration affect green economic efficiency?," Energy Economics, Elsevier, vol. 92(C).
    8. Yoruk, Deniz E., 2019. "Dynamics of firm-level upgrading and the role of learning in networks in emerging markets," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 341-369.
    9. Liu, Xinghe & Wang, Enxian & Cai, Danting, 2019. "Green credit policy, property rights and debt financing: Quasi-natural experimental evidence from China," Finance Research Letters, Elsevier, vol. 29(C), pages 129-135.
    10. 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.
    11. Huergo, Elena & Moreno, Lourdes, 2014. "National or international public funding? Subsidies or loans? Evaluating the innovation impact of R&D support programmes," MPRA Paper 54218, University Library of Munich, Germany.
    12. Tain-Jy Chen, 2016. "The development of China’s solar photovoltaic industry: why industrial policy failed," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 40(3), pages 755-774.
    13. Wang, Juan & Hu, Mingming & Tukker, Arnold & Rodrigues, João F.D., 2019. "The impact of regional convergence in energy-intensive industries on China's CO2 emissions and emission goals," Energy Economics, Elsevier, vol. 80(C), pages 512-523.
    14. 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.
    15. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    16. Tan, Ruipeng & Lin, Boqiang, 2018. "What factors lead to the decline of energy intensity in China's energy intensive industries?," Energy Economics, Elsevier, vol. 71(C), pages 213-221.
    17. Guanchun Liu, Yuanyuan Liu, and Chien-Chiang Lee, 2020. "Growth Sources of Green Economy and Energy Consumption in China: New Evidence Accounting for Heterogeneous Regimes," The Energy Journal, International Association for Energy Economics, vol. 0(Number 6), pages 33-54.
    18. John (Jianqiu) Bai & Daniel Carvalho & Gordon M. Phillips, 2018. "The Impact of Bank Credit on Labor Reallocation and Aggregate Industry Productivity," Journal of Finance, American Finance Association, vol. 73(6), pages 2787-2836, December.
    19. Sergio G. Lazzarini, 2015. "Strategizing by the government: Can industrial policy create firm-level competitive advantage?," Strategic Management Journal, Wiley Blackwell, vol. 36(1), pages 97-112, January.
    20. Männasoo, Kadri & Meriküll, Jaanika, 2020. "Credit constraints and R&D over the boom and bust: Firm-level evidence from Central and Eastern Europe," Economic Systems, Elsevier, vol. 44(2).
    21. Chen, Shenglan & Ma, Hui & Wu, Qiang, 2019. "Bank credit and trade credit: Evidence from natural experiments," Journal of Banking & Finance, Elsevier, vol. 108(C).
    22. Carlos A. Molina & Lorenzo A. Preve, 2009. "Trade Receivables Policy of Distressed Firms and Its Effect on the Costs of Financial Distress," Financial Management, Financial Management Association International, vol. 38(3), pages 663-686, September.
    23. Wang, Delu & Wan, Kaidi & Song, Xuefeng, 2018. "Quota allocation of coal overcapacity reduction among provinces in China," Energy Policy, Elsevier, vol. 116(C), pages 170-181.
    24. Cull, Robert & Xu, Lixin Colin, 2000. "Bureaucrats, State Banks, and the Efficiency of Credit Allocation: The Experience of Chinese State-Owned Enterprises," Journal of Comparative Economics, Elsevier, vol. 28(1), pages 1-31, March.
    25. Chiu, Yi-Bin & Lee, Chien-Chiang, 2020. "Effects of financial development on energy consumption: The role of country risks," Energy Economics, Elsevier, vol. 90(C).
    26. Gonçalves, Adalto Barbaceia & Schiozer, Rafael F. & Sheng, Hsia Hua, 2018. "Trade credit and product market power during a financial crisis," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 308-323.
    27. Huergo, Elena & Moreno, Lourdes, 2017. "Subsidies or loans? Evaluating the impact of R&D support programmes," Research Policy, Elsevier, vol. 46(7), pages 1198-1214.
    Full references (including those not matched with items on IDEAS)

    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. D'Mello, Ranjan & Toscano, Francesca, 2020. "Economic policy uncertainty and short-term financing: The case of trade credit," Journal of Corporate Finance, Elsevier, vol. 64(C).
    2. Altunok, Fatih & Mitchell, Karlyn & Pearce, Douglas K., 2020. "The trade credit channel and monetary policy transmission: Empirical evidence from U.S. panel data," The Quarterly Review of Economics and Finance, Elsevier, vol. 78(C), pages 226-250.
    3. James, Hui L., 2023. "Social capital and the riskiness of trade credit," Journal of Behavioral and Experimental Finance, Elsevier, vol. 39(C).
    4. Hasan, Mostafa Monzur & Alam, Nurul, 2022. "Asset redeployability and trade credit," International Review of Financial Analysis, Elsevier, vol. 80(C).
    5. Jory, Surendranath R. & Khieu, Hinh D. & Ngo, Thanh N. & Phan, Hieu V., 2020. "The influence of economic policy uncertainty on corporate trade credit and firm value," Journal of Corporate Finance, Elsevier, vol. 64(C).
    6. Abdulla, Yomna & Dang, Viet Anh & Khurshed, Arif, 2020. "Suppliers' listing status and trade credit provision," Journal of Corporate Finance, Elsevier, vol. 60(C).
    7. Tarkom, Augustine & Yang, Lukai, 2024. "Presidential economic approval rating and trade credit," International Review of Financial Analysis, Elsevier, vol. 93(C).
    8. Wang, Wenya & Xu, Qiyu & Yang, Ei, 2024. "Bargaining power and trade credit: The heterogeneous effect of credit contractions," Journal of Banking & Finance, Elsevier, vol. 161(C).
    9. Stefano Filomeni & Michele Modina & Elena Tabacco, 2023. "Trade credit and firm investments: empirical evidence from Italian cooperative banks," Review of Quantitative Finance and Accounting, Springer, vol. 60(3), pages 1099-1141, April.
    10. Raphaël CHIAPPINI & Sophie POMMET, 2023. "The impact of public support for innovation on SME performance and efficiency," Bordeaux Economics Working Papers 2023-06, Bordeaux School of Economics (BSE).
    11. Qiming Yang & Jun He & Ting Liu & Zhitao Zhu, 2021. "Environmental Effects of Credit Allocation Structure and Environmental Expenditures: Evidence from China," Sustainability, MDPI, vol. 13(11), pages 1-16, May.
    12. Singh, Amanjot, 2022. "Hedge fund activism and trade credit," Global Finance Journal, Elsevier, vol. 53(C).
    13. Su, Chi-Wei & Li, Wenhao & Umar, Muhammad & Lobonţ, Oana-Ramona, 2022. "Can green credit reduce the emissions of pollutants?," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 205-219.
    14. Singh, Amanjot, 2023. "Data breaches (hacking) and trade credit," Global Finance Journal, Elsevier, vol. 57(C).
    15. Xin, Zhuoyao & Zhang, Zongyi & Xiang, Cheng, 2024. "Do suppliers value clients’ ESG profiles? Evidence from Chinese firms," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 241-258.
    16. Yuan, Li & Rao, Siqi & Yang, Shenggang & Dai, Pengyi, 2023. "Does equity market openness increase productivity? the dual effects of Shanghai-Hong Kong stock Connect program in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
    17. Chen, Catherine Huirong & Choy, Siu Kai & Tan, Yongxian, 2022. "The cash conversion cycle spread: International evidence," Journal of Banking & Finance, Elsevier, vol. 140(C).
    18. Galina Hale & Cheryl Long, 2010. "If you try, you’ll get by: Chinese private firms’ efficiency gains from overcoming financial constraints," Working Paper Series 2010-21, Federal Reserve Bank of San Francisco.
    19. Cull, Robert & Xu, Lixin Colin & Zhu, Tian, 2009. "Formal finance and trade credit during China's transition," Journal of Financial Intermediation, Elsevier, vol. 18(2), pages 173-192, April.
    20. Chan, Rosanna, 2009. "Why liquidity matters to the export decision of the firm," MPRA Paper 27154, University Library of Munich, Germany, revised Aug 2010.

    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:eneeco:v:94:y:2021:i:c:s0140988321000049. 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/eneco .

    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.