IDEAS home Printed from https://ideas.repec.org/a/eee/glofin/v52y2022ics1044028322000138.html
   My bibliography  Save this article

The role of ESG scoring and greenwashing risk in explaining the yields of green bonds: A conceptual framework and an econometric analysis

Author

Listed:
  • Baldi, Francesco
  • Pandimiglio, Alessandro

Abstract

This article aims to investigate the factors that most influence the yields of public sector and corporate green bonds besides those conveyed by the conventional finance theory (e.g., rating, volatility, maturity). To accomplish that, we first develop a theoretical framework that postulates the negative relationship between the size of the underlying project financed by a green bond issuance, the use of the ESG metrics to quantify such impact, as well as the positive relationship between the risk of greenwashing practices by the issuer, and the yield to maturity of the green bond. We then provide an empirical validation of our conceptual framework by estimating multiple regression models applied to two distinct samples of public and corporate green bonds issued globally in the 2012–2020 period. The reliability of our results is confirmed by further exploring the effects of some key determinants on the yield spread of green versus comparable ordinary bonds of corporate issuers. Our findings corroborate our theoretical predictions showing that investors are inclined to accept lower returns in exchange for contributing to the funding of infrastructure projects with greater impact on the sustainability of target communities or territories and require higher premia as a form of compensation when being exposed to higher risk of greenwashing by issuers. At corporate level, greenwashing risk is higher among manufacturing (rather than services) firms but more pronounced in the financial sector. At public level, greenwashing strategies may be more easily pursued by multinational or sovereign issuers rather than local governments as the former's greater distance from communities enables them to elude investors' controls. Important recommendations are drawn for investors, rating agencies, and policymakers.

Suggested Citation

  • Baldi, Francesco & Pandimiglio, Alessandro, 2022. "The role of ESG scoring and greenwashing risk in explaining the yields of green bonds: A conceptual framework and an econometric analysis," Global Finance Journal, Elsevier, vol. 52(C).
  • Handle: RePEc:eee:glofin:v:52:y:2022:i:c:s1044028322000138
    DOI: 10.1016/j.gfj.2022.100711
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1044028322000138
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.gfj.2022.100711?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. Malcolm Baker & Daniel Bergstresser & George Serafeim & Jeffrey Wurgler, 2018. "Financing the Response to Climate Change: The Pricing and Ownership of U.S. Green Bonds," NBER Working Papers 25194, National Bureau of Economic Research, Inc.
    2. Dejan Glavas, 2020. "Green Regulation and Stock Price Reaction to Green Bond Issuance," Finance, Presses universitaires de Grenoble, vol. 41(1), pages 7-51.
    3. Lawrence Fisher, 1959. "Determinants of Risk Premiums on Corporate Bonds," Journal of Political Economy, University of Chicago Press, vol. 67(3), pages 217-217.
    4. Katz, Steven, 1974. "The Price Adjustment Process of Bonds to Rating Reclassifications: A Test of Bond Market Efficiency," Journal of Finance, American Finance Association, vol. 29(2), pages 551-559, May.
    5. Zhiyong Li & Ying Tang & Jingya Wu & Junfeng Zhang & Qi Lv, 2020. "The Interest Costs of Green Bonds: Credit Ratings, Corporate Social Responsibility, and Certification," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(12), pages 2679-2692, September.
    6. 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.
    7. Bradford Cornell, 2021. "ESG preferences, risk and return," European Financial Management, European Financial Management Association, vol. 27(1), pages 12-19, January.
    8. Chuc Anh Tu & Tapan Sarker & Ehsan Rasoulinezhad, 2020. "Factors Influencing the Green Bond Market Expansion: Evidence from a Multi-Dimensional Analysis," JRFM, MDPI, vol. 13(6), pages 1-14, June.
    9. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2021. "Sustainable investing in equilibrium," Journal of Financial Economics, Elsevier, vol. 142(2), pages 550-571.
    10. Hachenberg, B. & Schiereck, D., 2018. "Are green bonds priced differently from conventional bonds?," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 109709, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    11. Lebelle, Martin & Lajili Jarjir, Souad & Sassi, Syrine, 2022. "The effect of issuance documentation disclosure and readability on liquidity: Evidence from green bonds," Global Finance Journal, Elsevier, vol. 51(C).
    12. Dirk Heine & Willi Semmler & Mariana Mazzucato & João Paulo Braga & Michael Flaherty & Arkady Gevorkyan & Erin Hayde & Siavash Radpour, 2019. "Financing Low-Carbon Transitions through Carbon Pricing and Green Bonds," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 88(2), pages 29-49.
    13. Farhad Taghizadeh-Hesary & Naoyuki Yoshino & Han Phoumin, 2021. "Analyzing the Characteristics of Green Bond Markets to Facilitate Green Finance in the Post-COVID-19 World," Sustainability, MDPI, vol. 13(10), pages 1-24, May.
    14. repec:hig:wpaper:101sti2019 is not listed on IDEAS
    15. Kathrin Berensmann & Florence Dafe & Nannette Lindenberg, 2018. "Demystifying green bonds," Chapters, in: Sabri Boubaker & Douglas Cumming & Duc K. Nguyen (ed.), Research Handbook of Investing in the Triple Bottom Line, chapter 15, pages 333-352, Edward Elgar Publishing.
    16. Wang, Jiazhen & Chen, Xin & Li, Xiaoxia & Yu, Jing & Zhong, Rui, 2020. "The market reaction to green bond issuance: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 60(C).
    17. Taghizadeh-Hesary, Farhad & Yoshino, Naoyuki, 2019. "The way to induce private participation in green finance and investment," Finance Research Letters, Elsevier, vol. 31(C), pages 98-103.
    18. Olivier David Zerbib, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Post-Print halshs-02008641, HAL.
    19. Febi, Wulandari & Schäfer, Dorothea & Stephan, Andreas & Sun, Chen, 2018. "The impact of liquidity risk on the yield spread of green bonds," Finance Research Letters, Elsevier, vol. 27(C), pages 53-59.
    20. Zerbib, Olivier David, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 39-60.
    21. Vishaal Baulkaran, 2019. "Stock market reaction to green bond issuance," Journal of Asset Management, Palgrave Macmillan, vol. 20(5), pages 331-340, September.
    22. Tang, Dragon Yongjun & Zhang, Yupu, 2020. "Do shareholders benefit from green bonds?," Journal of Corporate Finance, Elsevier, vol. 61(C).
    23. Flammer, Caroline, 2021. "Corporate green bonds," Journal of Financial Economics, Elsevier, vol. 142(2), pages 499-516.
    24. Maria Jua Bachelet & Leonardo Becchetti & Stefano Manfredonia, 2019. "The Green Bonds Premium Puzzle: The Role of Issuer Characteristics and Third-Party Verification," Sustainability, MDPI, vol. 11(4), pages 1-22, February.
    25. Souad Lajili Jarjir & Martin Lebelle & Syrine Sassi, 2022. "The effect of issuance documentation disclosure and readability on liquidity: Evidence from green bonds," Post-Print hal-03428710, HAL.
    26. Naqvi, Bushra & Mirza, Nawazish & Rizvi, Syed Kumail Abbas & Porada-Rochoń, Małgorzata & Itani, Rania, 2021. "Is there a green fund premium? Evidence from twenty seven emerging markets," Global Finance Journal, Elsevier, vol. 50(C).
    27. Naeem, Muhammad Abubakr & Nguyen, Thi Thu Ha & Nepal, Rabindra & Ngo, Quang-Thanh & Taghizadeh–Hesary, Farhad, 2021. "Asymmetric relationship between green bonds and commodities: Evidence from extreme quantile approach," Finance Research Letters, Elsevier, vol. 43(C).
    28. Jarrow, Robert A, 1978. "The Relationship between Yield, Risk and Return of Corporate Bonds," Journal of Finance, American Finance Association, vol. 33(4), pages 1235-1240, September.
    29. Britta Hachenberg & Dirk Schiereck, 2018. "Are green bonds priced differently from conventional bonds?," Journal of Asset Management, Palgrave Macmillan, vol. 19(6), pages 371-383, October.
    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. Yang, Ji & Shi, Yajie & Zhang, Lifeng & Hu, Suhuan, 2023. "The influence of environmental information transparency of green bond on credit rating," Finance Research Letters, Elsevier, vol. 58(PB).
    2. Chung, Kenneth Hsien Yung & Li, Dan & Adriaens, Peter, 2023. "Technology-enabled financing of sustainable infrastructure: A case for blockchains and decentralized oracle networks," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    3. Yu, Zhiyang & Yu, Kaibin & Ye, Ying & Wang, Canghong, 2024. "Corporate financialization and the spread of issuing bonds," Finance Research Letters, Elsevier, vol. 59(C).
    4. Qihang Xue & Huimin Wang & Caiquan Bai, 2023. "Local green finance policies and corporate ESG performance," International Review of Finance, International Review of Finance Ltd., vol. 23(4), pages 721-749, December.
    5. Teplova, Tamara & Sokolova, Tatiana & Kissa, David, 2023. "Revealing stock liquidity determinants by means of explainable AI: The role of ESG before and during the COVID-19 pandemic," Resources Policy, Elsevier, vol. 86(PB).
    6. Zhang, Dongyang, 2022. "Do heterogenous subsides work differently on environmental innovation? A mechanism exploration approach," Energy Economics, Elsevier, vol. 114(C).
    7. Yuan Feng & Changfei Nie, 2024. "Digital technology innovation and corporate environmental, social, and governance performance: Evidence from a sample of listed firms in China," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(5), pages 3836-3854, September.
    8. Armando Toscano & Melissa Balzarotti & Ilaria Re, 2022. "Sustainability Practices and Greenwashing Risk in the Italian Poultry Sector: A Grounded Theory Study," Sustainability, MDPI, vol. 14(21), pages 1-16, October.
    9. Zirek, Duygu & Unsal, Omer, 2023. "Green bonds: Do investors benefit from third-party certification?," Global Finance Journal, Elsevier, vol. 58(C).
    10. Feng Yang & Tingwei Chen & Zongbin Zhang & Kan Yao, 2024. "Firm ESG Performance and Supply-Chain Total-Factor Productivity," Sustainability, MDPI, vol. 16(20), pages 1-19, October.
    11. Liu, Changyu & Gong, Wanrong & Dong, Guanglong & Ji, Qiang, 2024. "Regulation of environmental, social and governance disclosure greenwashing behaviors considering the risk preference of enterprises," Energy Economics, Elsevier, vol. 135(C).
    12. Shahzad, Umer & Ghaemi Asl, Mahdi & Khalfaoui, Rabeh & Tedeschi, Marco, 2024. "Extreme contributions of conventional investments vis-à-vis Islamic ones to renewables," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
    13. Liu, Changyu & Song, Yadong & Wang, Wei & Shi, Xunpeng, 2023. "The governance of manufacturers’ greenwashing behaviors: A tripartite evolutionary game analysis of electric vehicles," Applied Energy, Elsevier, vol. 333(C).
    14. Anita, Mendiratta & Shveta, Singh & Yadav Surendra, S. & Arvind, Mahajan, 2023. "When do ESG controversies reduce firm value in India?," Global Finance Journal, Elsevier, vol. 55(C).
    15. Tang, Ying & Wang, Biliang & Pan, Ningning & Li, Zhiyong, 2023. "The impact of environmental information disclosure on the cost of green bond: Evidence from China," Energy Economics, Elsevier, vol. 126(C).
    16. Shi, Xianwang & Ma, Jianteng & Jiang, Anxuan & Wei, Shuang & Yue, Leilei, 2023. "Green bonds: Green investments or greenwashing?," International Review of Financial Analysis, Elsevier, vol. 90(C).
    17. Adam Arian & John Sands & Stuart Tooley, 2023. "Industry and Stakeholder Impacts on Corporate Social Responsibility (CSR) and Financial Performance: Consumer vs. Industrial Sectors," Sustainability, MDPI, vol. 15(16), pages 1-21, August.
    18. Liu, Changyu & Wang, Jing & Ji, Qiang & Zhang, Dayong, 2024. "To be green or not to be: How governmental regulation shapes financial institutions' greenwashing behaviors in green finance," International Review of Financial Analysis, Elsevier, vol. 93(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. Akhtaruzzaman, Md & Banerjee, Ameet Kumar & Ghardallou, Wafa & Umar, Zaghum, 2022. "Is greenness an optimal hedge for sectoral stock indices?," Economic Modelling, Elsevier, vol. 117(C).
    2. Pham, Linh & Cepni, Oguzhan, 2022. "Extreme directional spillovers between investor attention and green bond markets," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 186-210.
    3. Román Ferrer & Rafael Benítez & Vicente J. Bolós, 2021. "Interdependence between Green Financial Instruments and Major Conventional Assets: A Wavelet-Based Network Analysis," Mathematics, MDPI, vol. 9(8), pages 1-20, April.
    4. Huang, Chih-Yueh & Dekker, David & Christopoulos, Dimitrios, 2023. "Rethinking greenium: A quadratic function of yield spread," Finance Research Letters, Elsevier, vol. 54(C).
    5. Arif, Muhammad & Hasan, Mudassar & Alawi, Suha M. & Naeem, Muhammad Abubakr, 2021. "COVID-19 and time-frequency connectedness between green and conventional financial markets," Global Finance Journal, Elsevier, vol. 49(C).
    6. Vilija Aleknevičien&# & Asta Bendoraityt&#, 2023. "Role of Green Finance in Greening the Economy: Conceptual Approach," Central European Business Review, Prague University of Economics and Business, vol. 2023(2), pages 105-130.
    7. Tang, Ying & Wang, Biliang & Pan, Ningning & Li, Zhiyong, 2023. "The impact of environmental information disclosure on the cost of green bond: Evidence from China," Energy Economics, Elsevier, vol. 126(C).
    8. Su, Tong & Lin, Boqiang, 2022. "The liquidity impact of Chinese green bonds spreads," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 318-334.
    9. Reboredo, Juan C. & Ugolini, Andrea & Ojea-Ferreiro, Javier, 2022. "Do green bonds de-risk investment in low-carbon stocks?," Economic Modelling, Elsevier, vol. 108(C).
    10. Arif, Muhammad & Naeem, Muhammad Abubakr & Farid, Saqib & Nepal, Rabindra & Jamasb, Tooraj, 2022. "Diversifier or more? Hedge and safe haven properties of green bonds during COVID-19," Energy Policy, Elsevier, vol. 168(C).
    11. Chuc Anh Tu & Tapan Sarker & Ehsan Rasoulinezhad, 2020. "Factors Influencing the Green Bond Market Expansion: Evidence from a Multi-Dimensional Analysis," JRFM, MDPI, vol. 13(6), pages 1-14, June.
    12. Kristin Ulrike Löffler & Aleksandar Petreski & Andreas Stephan, 2021. "Drivers of green bond issuance and new evidence on the “greenium”," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 1-24, March.
    13. Kocaarslan, Baris, 2023. "Funding liquidity risk and the volatility of U.S. municipal green bonds during the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 58(PD).
    14. Tan, Xiujie & Dong, Hanmin & Liu, Yishuang & Su, Xin & Li, Zixian, 2022. "Green bonds and corporate performance: A potential way to achieve green recovery," Renewable Energy, Elsevier, vol. 200(C), pages 59-68.
    15. Braga, Joao Paulo & Semmler, Willi & Grass, Dieter, 2021. "De-risking of green investments through a green bond market – Empirics and a dynamic model," Journal of Economic Dynamics and Control, Elsevier, vol. 131(C).
    16. Elettra Agliardi & Rossella Agliardi, 2021. "Corporate Green Bonds: Understanding the Greenium in a Two-Factor Structural Model," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(2), pages 257-278, October.
    17. Lin, Boqiang & Su, Tong, 2022. "Green bond vs conventional bond: Outline the rationale behind issuance choices in China," International Review of Financial Analysis, Elsevier, vol. 81(C).
    18. Hu, Xiaolu & Zhong, Angel & Cao, Youdan, 2022. "Greenium in the Chinese corporate bond market," Emerging Markets Review, Elsevier, vol. 53(C).
    19. Jiang, Kangqi & Chen, Zhongfei & Chen, Fanglin, 2022. "Green creates value: Evidence from China," Journal of Asian Economics, Elsevier, vol. 78(C).
    20. Koziol, Christian & Proelss, Juliane & Roßmann, Philipp & Schweizer, Denis, 2022. "The price of being green," Finance Research Letters, Elsevier, vol. 50(C).

    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:glofin:v:52:y:2022:i:c:s1044028322000138. 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/620162 .

    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.