IDEAS home Printed from https://ideas.repec.org/a/kap/rqfnac/v50y2018i1d10.1007_s11156-017-0630-4.html
   My bibliography  Save this article

Corporate social responsibility, credit rating, and private debt contracting: new evidence from syndicated loan market

Author

Listed:
  • Sung C. Bae

    (Bowling Green State University)

  • Kiyoung Chang

    (University of South Florida Sarasota-Manatee)

  • Ha-Chin Yi

    (Texas State University)

Abstract

We examine the impact of corporate social responsibility (CSR) activities on loan spreads of syndicated bank loans, with a particular interest in how CSR and credit ratings are interrelated as a joint determinant of loan spreads. Focusing on private debt contracts, we show that both CSR strengths and concerns are related to their loan spreads. CSR strengths work to lower firm risk, hence reducing the loan spread, whereas CSR concerns increase firm risk, thus increasing the loan spread. Once we include detailed credit rating information in the models, however, CSR concerns lose significance, but CSR strengths remain significantly related to the loan spread. We also find that both CSR strengths and CSR concerns are related to loan spread for non-rated firms, but the CSR concern effect is stronger than the CSR strength effect for these firms. A further test shows that firm risk measured by stock return volatility plays as a direct channel through which a firm’s CSR activities affect loan spreads, whose result lends further support to our main results. Overall, our results provide strong evidence that CSR matters to the pricing of loan contracts beyond credit rating information and the results remain robust to the possible firm size effect and the endogeneity issues.

Suggested Citation

  • Sung C. Bae & Kiyoung Chang & Ha-Chin Yi, 2018. "Corporate social responsibility, credit rating, and private debt contracting: new evidence from syndicated loan market," Review of Quantitative Finance and Accounting, Springer, vol. 50(1), pages 261-299, January.
  • Handle: RePEc:kap:rqfnac:v:50:y:2018:i:1:d:10.1007_s11156-017-0630-4
    DOI: 10.1007/s11156-017-0630-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11156-017-0630-4
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11156-017-0630-4?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. Diamond, Douglas W, 1991. "Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 689-721, August.
    2. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Mishra, Dev R., 2011. "Does corporate social responsibility affect the cost of capital?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2388-2406, September.
    3. Philip Baird & Pinar Geylani & Jeffrey Roberts, 2012. "Corporate Social and Financial Performance Re-Examined: Industry Effects in a Linear Mixed Model Analysis," Journal of Business Ethics, Springer, vol. 109(3), pages 367-388, September.
    4. Darren D. Lee & Robert W. Faff, 2009. "Corporate Sustainability Performance and Idiosyncratic Risk: A Global Perspective," The Financial Review, Eastern Finance Association, vol. 44(2), pages 213-237, May.
    5. Hoje Jo & Maretno Harjoto, 2011. "Corporate Governance and Firm Value: The Impact of Corporate Social Responsibility," Journal of Business Ethics, Springer, vol. 103(3), pages 351-383, October.
    6. Michael C. Jensen, 2010. "Value Maximization, Stakeholder Theory, and the Corporate Objective Function," Journal of Applied Corporate Finance, Morgan Stanley, vol. 22(1), pages 32-42, January.
    7. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    8. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    9. Sung C. Bae & Kiyoung Chang & Ha-Chin Yi, 2016. "The impact of corporate social responsibility activities on corporate financing: a case of bank loan covenants," Applied Economics Letters, Taylor & Francis Journals, vol. 23(17), pages 1234-1237, November.
    10. Goss, Allen & Roberts, Gordon S., 2011. "The impact of corporate social responsibility on the cost of bank loans," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1794-1810, July.
    11. Heinkel, Robert & Kraus, Alan & Zechner, Josef, 2001. "The Effect of Green Investment on Corporate Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(4), pages 431-449, December.
    12. Jeong-Bon Kim & Byron Song & Judy Tsui, 2013. "Auditor size, tenure, and bank loan pricing," Review of Quantitative Finance and Accounting, Springer, vol. 40(1), pages 75-99, January.
    13. Ivashina, Victoria, 2009. "Asymmetric information effects on loan spreads," Journal of Financial Economics, Elsevier, vol. 92(2), pages 300-319, May.
    14. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    15. Kose John & Anthony W. Lynch & Manju Puri, 2003. "Credit Ratings, Collateral, and Loan Characteristics: Implications for Yield," The Journal of Business, University of Chicago Press, vol. 76(3), pages 371-410, July.
    16. Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, April.
    17. Won Oh & Young Chang & Aleksey Martynov, 2011. "The Effect of Ownership Structure on Corporate Social Responsibility: Empirical Evidence from Korea," Journal of Business Ethics, Springer, vol. 104(2), pages 283-297, December.
    18. Matteo Arena, 2011. "The corporate choice between public debt, bank loans, traditional private debt placements, and 144A debt issues," Review of Quantitative Finance and Accounting, Springer, vol. 36(3), pages 391-416, April.
    19. Roberts, Michael R. & Sufi, Amir, 2009. "Renegotiation of financial contracts: Evidence from private credit agreements," Journal of Financial Economics, Elsevier, vol. 93(2), pages 159-184, August.
    20. Najah Attig & Sadok El Ghoul & Omrane Guedhami & Jungwon Suh, 2013. "Corporate Social Responsibility and Credit Ratings," Journal of Business Ethics, Springer, vol. 117(4), pages 679-694, November.
    21. Hoje Jo & Maretno Harjoto, 2012. "The Causal Effect of Corporate Governance on Corporate Social Responsibility," Journal of Business Ethics, Springer, vol. 106(1), pages 53-72, March.
    22. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    23. Ye Cai & Hoje Jo & Carrie Pan, 2011. "Vice or Virtue? The Impact of Corporate Social Responsibility on Executive Compensation," Journal of Business Ethics, Springer, vol. 104(2), pages 159-173, December.
    24. Maretno Harjoto & Hoje Jo, 2011. "Corporate Governance and CSR Nexus," Journal of Business Ethics, Springer, vol. 100(1), pages 45-67, April.
    25. Abagail McWilliams & Donald Siegel, 2000. "Corporate social responsibility and financial performance: correlation or misspecification?," Strategic Management Journal, Wiley Blackwell, vol. 21(5), pages 603-609, May.
    26. Angbazo, Lazarus A. & Mei, Jianping & Saunders, Anthony, 1998. "Credit spreads in the market for highly leveraged transaction loans," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1249-1282, October.
    27. Baron, David P. & Agus Harjoto, Maretno & Jo, Hoje, 2011. "The Economics and Politics of Corporate Social Performance," Business and Politics, Cambridge University Press, vol. 13(2), pages 1-46, August.
    28. Laura T. Starks, 2009. "EFA Keynote Speech: “Corporate Governance and Corporate Social Responsibility: What Do Investors Care about? What Should Investors Care about?”," The Financial Review, Eastern Finance Association, vol. 44(4), pages 461-468, November.
    29. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    30. Hong, Harrison & Kacperczyk, Marcin, 2009. "The price of sin: The effects of social norms on markets," Journal of Financial Economics, Elsevier, vol. 93(1), pages 15-36, July.
    31. 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.
    32. Ye Cai & Hoje Jo & Carrie Pan, 2012. "Doing Well While Doing Bad? CSR in Controversial Industry Sectors," Journal of Business Ethics, Springer, vol. 108(4), pages 467-480, July.
    33. Amir Barnea & Amir Rubin, 2010. "Corporate Social Responsibility as a Conflict Between Shareholders," Journal of Business Ethics, Springer, vol. 97(1), pages 71-86, November.
    34. Francisco Climent & Pilar Soriano, 2011. "Green and Good? The Investment Performance of US Environmental Mutual Funds," Journal of Business Ethics, Springer, vol. 103(2), pages 275-287, October.
    35. Douglas W. Diamond, 1984. "Financial Intermediation and Delegated Monitoring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(3), pages 393-414.
    36. Klaus-Michael Menz, 2010. "Corporate Social Responsibility: Is it Rewarded by the Corporate Bond Market? A Critical Note," Journal of Business Ethics, Springer, vol. 96(1), pages 117-134, September.
    37. Scherer, Andreas Georg & Palazzo, Guido & Baumann, Dorothée, 2006. "Global Rules and Private Actors: Toward a New Role of the Transnational Corporation in Global Governance," Business Ethics Quarterly, Cambridge University Press, vol. 16(4), pages 505-532, October.
    38. Ioannis Oikonomou & Chris Brooks & Stephen Pavelin, 2014. "The Effects of Corporate Social Performance on the Cost of Corporate Debt and Credit Ratings," The Financial Review, Eastern Finance Association, vol. 49(1), pages 49-75, February.
    39. Pornsit Jiraporn & Napatsorn Jiraporn & Adisak Boeprasert & Kiyoung Chang, 2014. "Does Corporate Social Responsibility (CSR) Improve Credit Ratings? Evidence from Geographic Identification," Financial Management, Financial Management Association International, vol. 43(3), pages 505-531, September.
    40. Chung-Hua Shen & Yuan Chang, 2009. "Ambition Versus Conscience, Does Corporate Social Responsibility Pay off? The Application of Matching Methods," Journal of Business Ethics, Springer, vol. 88(1), pages 133-153, April.
    41. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    42. Iain Clacher & Jens Hagendorff, 2012. "Do Announcements About Corporate Social Responsibility Create or Destroy Shareholder Wealth? Evidence from the UK," Journal of Business Ethics, Springer, vol. 106(3), pages 253-266, March.
    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. Bae, Sung C. & Chang, Kiyoung & Yi, Ha-Chin, 2018. "Are more corporate social investments better? Evidence of non-linearity effect on costs of U.S. Bank loans," Global Finance Journal, Elsevier, vol. 38(C), pages 82-96.
    2. Danilo Drago & Concetta Carnevale & Raffaele Gallo, 2019. "Do corporate social responsibility ratings affect credit default swap spreads?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(3), pages 644-652, May.
    3. Biao Mi & Liang Han, 2020. "Banking market concentration and syndicated loan prices," Review of Quantitative Finance and Accounting, Springer, vol. 54(1), pages 1-28, January.
    4. Mahmoudian, Fereshteh & Yu, Dongning & Lu, Jing & Nazari, Jamal A. & Herremans, Irene M., 2023. "Does cost of debt reflect the value of quality greenhouse gas emissions reduction efforts and disclosure?," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 52(C).
    5. Bissoondoyal-Bheenick, Emawtee & Brooks, Robert & Do, Hung Xuan, 2023. "ESG and firm performance: The role of size and media channels," Economic Modelling, Elsevier, vol. 121(C).
    6. Chia-Ying Chan & Iftekhar Hasan & Chih-Yung Lin, 2021. "Agency cost of CEO perquisites in bank loan contracts," Review of Quantitative Finance and Accounting, Springer, vol. 56(4), pages 1221-1258, May.
    7. Caterina Di Tommaso & John Thornton, 2020. "Do ESG scores effect bank risk taking and value? Evidence from European banks," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(5), pages 2286-2298, September.
    8. Muhammad Faisal Majid & Muhammad Meraj & Muhammad Shujaat Mubarik, 2022. "In the Pursuit of Environmental Sustainability: The Role of Environmental Accounting," Sustainability, MDPI, vol. 14(11), pages 1-20, May.
    9. Maretno A. Harjoto & Andreas G. F. Hoepner & Marcus A. Nilsson, 2022. "Bondholders’ returns and stakeholders’ interests," Review of Quantitative Finance and Accounting, Springer, vol. 59(4), pages 1271-1301, November.
    10. Hyung Il Oh & Hyunpyo Kim & Jeong‐Bon Kim & Yong Gyu Lee, 2021. "Corporate social responsibility and operating cash flows management: An examination of credit market incentives," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(7-8), pages 1494-1522, July.
    11. Ali Meftah Gerged & Khaldoon Albitar & Lara Al‐Haddad, 2023. "Corporate environmental disclosure and earnings management—The moderating role of corporate governance structures," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 2789-2810, July.
    12. Maretno A. Harjoto & Dongshin Kim & Indrarini Laksmana & Richard C. Walton, 2019. "Corporate social responsibility and stock split," Review of Quantitative Finance and Accounting, Springer, vol. 53(2), pages 575-600, August.
    13. Paolo Capelli & Federica Ielasi & Angeloantonio Russo, 2021. "Forecasting volatility by integrating financial risk with environmental, social, and governance risk," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(5), pages 1483-1495, September.
    14. Hongkang Xu & Jia Wu & Mai Dao, 2020. "Corporate social responsibility and trade credit," Review of Quantitative Finance and Accounting, Springer, vol. 54(4), pages 1389-1416, May.
    15. Rahman, Mahabubur, 2023. "The virtuous circle between green product innovation and performance: The role of financial constraint and corporate brand," Journal of Business Research, Elsevier, vol. 154(C).
    16. Danilo Drago & Concetta Carnevale, 2020. "Do CSR Ratings Affect Loan Spreads? Evidence from European Syndicated Loan Market," Sustainability, MDPI, vol. 12(18), pages 1-30, September.
    17. Jannik Gerwanski, 2020. "Does it pay off? Integrated reporting and cost of debt: European evidence," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(5), pages 2299-2319, September.

    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. Bae, Sung C. & Chang, Kiyoung & Yi, Ha-Chin, 2018. "Are more corporate social investments better? Evidence of non-linearity effect on costs of U.S. Bank loans," Global Finance Journal, Elsevier, vol. 38(C), pages 82-96.
    2. Kais Bouslah & Lawrence Kryzanowski & Bouchra M’Zali, 2018. "Social Performance and Firm Risk: Impact of the Financial Crisis," Journal of Business Ethics, Springer, vol. 149(3), pages 643-669, May.
    3. Zhang, Zhuang & Chizema, Amon & Kuo, Jing-Ming & Zhang, Qingjing, 2022. "Managerial risk-reducing incentives and social and exchange capital," The British Accounting Review, Elsevier, vol. 54(6).
    4. Maretno Harjoto & Hoje Jo, 2015. "Legal vs. Normative CSR: Differential Impact on Analyst Dispersion, Stock Return Volatility, Cost of Capital, and Firm Value," Journal of Business Ethics, Springer, vol. 128(1), pages 1-20, April.
    5. Maretno Harjoto & Hoje Jo & Yongtae Kim, 2017. "Is Institutional Ownership Related to Corporate Social Responsibility? The Nonlinear Relation and Its Implication for Stock Return Volatility," Journal of Business Ethics, Springer, vol. 146(1), pages 77-109, November.
    6. Kim, Young Sang & Kim, Yura & Yi, Ha-Chin, 2021. "Vice or virtue? The impact of earnings management on bank loan agreements," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 303-324.
    7. She‐Chih Chiu & Hsuan‐Chu Lin & Chuan‐San Wang, 2017. "The Impact of Investments in Pollution Reduction on Shareholder Wealth: Evidence from Taiwanese Manufacturing Companies," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 24(6), pages 676-691, November.
    8. Jinhua Cui & Hoje Jo & Haejung Na, 2018. "Does Corporate Social Responsibility Affect Information Asymmetry?," Journal of Business Ethics, Springer, vol. 148(3), pages 549-572, March.
    9. Bai Xue & Zhuang Zhang & Pingli Li, 2020. "Corporate environmental performance, environmental management and firm risk," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1074-1096, March.
    10. Haifei Wang & Hongjun Wu & Peter Humphreys, 2022. "Chinese Merchant Group Culture, Corporate Social Responsibility, and Cost of Debt: Evidence from Private Listed Firms in China," Sustainability, MDPI, vol. 14(5), pages 1-18, February.
    11. Reyes Samaniego-Medina & Pilar Giraldez-Puig, 2022. "Do Sustainability Risks Affect Credit Ratings? Evidence from European Banks," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 24(61), pages 720-720, August.
    12. Frank J. Fabozzi & Peck Wah Ng & Diana E. Tunaru, 2021. "The impact of corporate social responsibility on corporate financial performance and credit ratings in Japan," Journal of Asset Management, Palgrave Macmillan, vol. 22(2), pages 79-95, March.
    13. Jannik Gerwanski, 2020. "Does it pay off? Integrated reporting and cost of debt: European evidence," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(5), pages 2299-2319, September.
    14. Maretno Agus Harjoto, 2017. "Corporate social responsibility and degrees of operating and financial leverage," Review of Quantitative Finance and Accounting, Springer, vol. 49(2), pages 487-513, August.
    15. Bu, Luofan & Chan, Kam C. & Choi, Ahrum & Zhou, Gaoguang, 2021. "Talented inside directors and corporate social responsibility: A tale of two roles," Journal of Corporate Finance, Elsevier, vol. 70(C).
    16. Díaz, Antonio & Escribano, Ana, 2021. "Sustainability premium in energy bonds," Energy Economics, Elsevier, vol. 95(C).
    17. Jinhua Cui & Hoje Jo & Yan Li, 2015. "Corporate Social Responsibility and Insider Trading," Journal of Business Ethics, Springer, vol. 130(4), pages 869-887, September.
    18. Bui, Dien Giau & Chen, Yan-Shing & Hasan, Iftekhar & Lin, Chih-Yung, 2018. "Can lenders discern managerial ability from luck? Evidence from bank loan contracts," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 187-201.
    19. Mahfuja Malik, 2015. "Value-Enhancing Capabilities of CSR: A Brief Review of Contemporary Literature," Journal of Business Ethics, Springer, vol. 127(2), pages 419-438, March.
    20. Hoje Jo & Haejung Na, 2012. "Does CSR Reduce Firm Risk? Evidence from Controversial Industry Sectors," Journal of Business Ethics, Springer, vol. 110(4), pages 441-456, November.

    More about this item

    Keywords

    Corporate social responsibility; Loan spread; Credit ratings; Private debt contracting;
    All these keywords.

    JEL classification:

    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

    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:kap:rqfnac:v:50:y:2018:i:1:d:10.1007_s11156-017-0630-4. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://springer.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.