IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v11y2019i7p1918-d218554.html
   My bibliography  Save this article

Green Credit and Company R&D Level: Empirical Research Based on Threshold Effects

Author

Listed:
  • Huiying Chen

    (School of Management, China University of Mining & Technology, Xuzhou 221116, China)

  • Chuanzhe Liu

    (School of Management, China University of Mining & Technology, Xuzhou 221116, China)

  • Fangming Xie

    (School of Management, China University of Mining & Technology, Xuzhou 221116, China)

  • Tong Zhang

    (School of Management, China University of Mining & Technology, Xuzhou 221116, China)

  • Fangyuan Guan

    (School of Management, China University of Mining & Technology, Xuzhou 221116, China)

Abstract

Commercial banks follow sustainable development strategies to provide green credit for companies. As the main target for banks to issue green credit, environmental protection companies carry out research and development (R&D) activities for the purposes of protecting the environment and sustainable development. Therefore, the R&D level of environmental protection companies is a measure of whether the green credit policy meets its purpose. Therefore, it is particularly important to study green credit from a company perspective. This paper used panel data from 24 environmental protection companies listed on the Shanghai and Shenzhen Stock Exchange from 2012 to 2017 and adopted a threshold model to examine the relationship between green credit and company R&D level. The results indicate that there is a positive but nonlinear relationship between green credit and company R&D levels. The empirical analysis through the threshold model shows that a threshold effect remains on the relationship and this threshold effect is caused by the levels of firm size, bank lending, and government subsidies.

Suggested Citation

  • Huiying Chen & Chuanzhe Liu & Fangming Xie & Tong Zhang & Fangyuan Guan, 2019. "Green Credit and Company R&D Level: Empirical Research Based on Threshold Effects," Sustainability, MDPI, vol. 11(7), pages 1-14, March.
  • Handle: RePEc:gam:jsusta:v:11:y:2019:i:7:p:1918-:d:218554
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/11/7/1918/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/11/7/1918/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yujun Cui & Sean Geobey & Olaf Weber & Haiying Lin, 2018. "The Impact of Green Lending on Credit Risk in China," Sustainability, MDPI, vol. 10(6), pages 1-16, June.
    2. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    3. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    4. Furman, Jeffrey L. & Hayes, Richard, 2004. "Catching up or standing still?: National innovative productivity among 'follower' countries, 1978-1999," Research Policy, Elsevier, vol. 33(9), pages 1329-1354, November.
    5. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    6. Heshmati, Almas & Loof, Hans, 2005. "The Impact of Public Funds on Private R&D Investment: New Evidence from a Firm Level Innovation Study," Discussion Papers 11862, MTT Agrifood Research Finland.
    7. Christopher Wright, 2012. "Global Banks, the Environment, and Human Rights: The Impact of the Equator Principles on Lending Policies and Practices," Global Environmental Politics, MIT Press, vol. 12(1), pages 56-77, February.
    8. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    9. Bettina Becker, 2015. "Public R&D Policies And Private R&D Investment: A Survey Of The Empirical Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 29(5), pages 917-942, December.
    10. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    11. Sasidharan, Subash & Jijo Lukose, P.J. & Komera, Surenderrao, 2015. "Financing constraints and investments in R&D: Evidence from Indian manufacturing firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 55(C), pages 28-39.
    12. Scott J. Wallsten, 2000. "The Effects of Government-Industry R&D Programs on Private R&D: The Case of the Small Business Innovation Research Program," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 82-100, Spring.
    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. Yuming Zhang & Chao Xing & David Tripe, 2020. "Redistribution of China’s Green Credit Policy among Environment-Friendly Manufacturing Firms of Various Sizes: Do Banks Value Small and Medium-Sized Enterprises?," IJERPH, MDPI, vol. 18(1), pages 1-28, December.
    2. 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).
    3. Xu, Aiting & Zhu, Yuhan & Wang, Wenpu, 2023. "Micro green technology innovation effects of green finance pilot policy—From the perspectives of action points and green value," Journal of Business Research, Elsevier, vol. 159(C).
    4. Zhao, Liange & Wang, Dongmei & Wang, Xueyuan & Zhang, Zhijian, 2023. "Impact of green finance on total factor productivity of heavily polluting enterprises: Evidence from green finance reform and innovation pilot zone," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 765-785.
    5. Haoyang Tan & Qiang Zhang, 2021. "Application of Blockchain Hierarchical Model in the Realm of Rural Green Credit Investigation," Sustainability, MDPI, vol. 13(3), pages 1-9, January.

    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. Zhao, Bo & Ziedonis, Rosemarie, 2020. "State governments as financiers of technology startups: Evidence from Michigan's R&D loan program," Research Policy, Elsevier, vol. 49(4).
    2. Michel Dumont, 2015. "Working Paper 05-15 - Evaluation of federal tax incentives for private R&D in Belgium: An update," Working Papers 1505, Federal Planning Bureau, Belgium.
    3. Wanshu Wu & Kai Zhao & Lei Li, 2021. "Can government subsidy strategies and strategy combinations effectively stimulate enterprise innovation? Theory and evidence," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(2), pages 423-446, July.
    4. Cong, Lin William & Lee, Charles M.C. & Qu, Yuanyu & Tao, Shen, 2020. "Financing Entrepreneurship and Innovation in China," Foundations and Trends(R) in Entrepreneurship, now publishers, vol. 16(1), pages 1-64, January.
    5. John Van Reenen, 2022. "Innovation and Human Capital Policy," NBER Chapters, in: Innovation and Public Policy, pages 61-83, National Bureau of Economic Research, Inc.
    6. Nicholas Bloom & John Van Reenen & Heidi Williams, 2019. "A toolkit of policies to promote innovation," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 10.
    7. Dechezlepretre, Antoine & Einiö, Elias & Martin, Ralf & Nguyen, Kieu-Trang & Reenen, John Van, 2016. "Do tax incentives for research increase firm innovation? An RD design for R&D, patents and spillovers," LSE Research Online Documents on Economics 66428, London School of Economics and Political Science, LSE Library.
    8. Edoardo Ferrucci & Roberto Guida & Valentina Meliciani, 2021. "Financial constraints and the growth and survival of innovative start‐ups: An analysis of Italian firms," European Financial Management, European Financial Management Association, vol. 27(2), pages 364-386, March.
    9. Dirk Czarnitzki & Cindy Lopes-Bento, 2014. "Innovation Subsidies: Does the Funding Source Matter for Innovation Intensity and Performance? Empirical Evidence from Germany," Industry and Innovation, Taylor & Francis Journals, vol. 21(5), pages 380-409, July.
    10. Banerjee, Pradip, 2022. "Nature of financial constraints and R&D intensity," Finance Research Letters, Elsevier, vol. 50(C).
    11. Anders Gustafsson & Andreas Stephan & Alice Hallman & Nils Karlsson, 2016. "The “sugar rush” from innovation subsidies: a robust political economy perspective," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 43(4), pages 729-756, November.
    12. 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).
    13. Söhnke M. Bartram, 2017. "Corporate Postretirement Benefit Plans and Real Investment," Management Science, INFORMS, vol. 63(2), pages 355-383, February.
    14. Paul Hünermund & Dirk Czarnitzki, 2016. "Estimating the local average treatment effect of R&D subsidies in a pan-European program," Working Papers of Department of Management, Strategy and Innovation, Leuven 541177, KU Leuven, Faculty of Economics and Business (FEB), Department of Management, Strategy and Innovation, Leuven.
    15. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    16. Teichgraeber, Andreas & Van Reenen, John, 2022. "A policy toolkit to increase research and innovation in the European Union," LSE Research Online Documents on Economics 117801, London School of Economics and Political Science, LSE Library.
    17. Czarnitzki, Dirk & Hottenrott, Hanna, 2012. "Collaborative R&D as a strategy to attenuate financing constraints," ZEW Discussion Papers 12-049, ZEW - Leibniz Centre for European Economic Research.
    18. Mihaela Diaconu, 2016. "Determinants of Financing Decisions in Innovative Firms: A Review on Theoretical Backgrounds and Empirical Evidence," Ovidius University Annals, Economic Sciences Series, Ovidius University of Constantza, Faculty of Economic Sciences, vol. 0(2), pages 198-203, February.
    19. İrem Güçeri & Marko Köthenbürger & Martin Simmler, 2020. "Supporting Firm Innovation and R&D: What is the Optimal Policy Mix?," EconPol Policy Reports 20, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    20. Czarnitzki, Dirk & Lopes-Bento, Cindy, 2013. "Value for money? New microeconometric evidence on public R&D grants in Flanders," Research Policy, Elsevier, vol. 42(1), pages 76-89.

    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:gam:jsusta:v:11:y:2019:i:7:p:1918-:d:218554. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.