Carbon Emissions as a Moderator of Board Characteristics and Cost of Debt
DOI:
10.33395/owner.v9i2.2650Keywords:
Board of Comissioners; Board Gender Diversity; Carbon Emission; Cost of Debt.Abstract
This study investigates how carbon emissions moderate the relationship between board characteristics and cost of debt in Indonesia's two-tier corporate governance system. A total of 612 firm-year observations were collected from 204 non-financial companies that were incorporated in the Indonesia Stock Exchange (IDX) from the year 2020 to 2022. Using Moderated Regression Analysis (MRA), the study demonstrates that the cost of debt is unrelated to the number of women on the board and the independence of commissioners. However, this finding indicates that carbon emissions moderate the influence of gender diversity on cost of debt. Employing Robustness Standard Errors, the study's findings are solid. The outcome of this research implies that board members and management may use this information to manage loan expenses by hiring more women. It is suggested that women on the board are more aware of environmental performance, which could lower the cost of debt for companies with low carbon emissions.
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Adel, C., Hussain, M. M., Mohamed, E. K. A., & Basuony, M. A. K. (2019). Is corporate governance relevant to the quality of corporate social responsibility disclosure in large European companies? International Journal of Accounting and Information Management, 27(2), 301–332. https://doi.org/10.1108/IJAIM-10-2017-0118
Aksoy, M., & Yilmaz, M. K. (2023). Does board diversity affect the cost of debt financing? Empirical evidence from Turkey. Gender in Management, 38(4), 504–524. https://doi.org/10.1108/GM-01-2022-0021
Albarrak, M. S., Elnahass, M., Papagiannidis, S., & Salama, A. (2020). The effect of twitter dissemination on cost of equity: A big data approach. International Journal of Information Management, 50, 1–16. https://doi.org/10.1016/j.ijinfomgt.2019.04.014
Albarrak, M. S., Elnahass, M., & Salama, A. (2019). The effect of carbon dissemination on cost of equity. Business Strategy and the Environment, 28(6), 1179–1198. https://doi.org/10.1002/bse.2310
Al-Shaer, H., Albitar, K., & Hussainey, K. (2022). Creating sustainability reports that matter: an investigation of factors behind the narratives. Journal of Applied Accounting Research, 23(3), 738–763. https://doi.org/10.1108/JAAR-05-2021-0136
Baboukardos, D. (2017). Market valuation of greenhouse gas emissions under a mandatory reporting regime: Evidence from the UK. Accounting Forum, 41(3), 221–233. https://doi.org/10.1016/j.accfor.2017.02.003
Bacha, S. (2019). Corporate Governance Practices and Audit Quality: Do They Matter for the Cost of Debt? Theoretical Economics Letters, 09(07), 2262–2282. https://doi.org/10.4236/tel.2019.97143
Benjamin, S. J., & Biswas, P. (2019). Board gender composition, dividend policy and COD: the implications of CEO duality. Accounting Research Journal, 32(3), 454–476. https://doi.org/10.1108/ARJ-02-2018-0035
Bernile, G., Bhagwat, V., & Yonker, S. (2018). Board diversity, firm risk, and corporate policies. Journal of Financial Economics, 127(3), 588–612. https://doi.org/10.1016/j.jfineco.2017.12.009
Bharath, S. T., & Hertzel, M. (2019). External Governance and Debt Structure. The Review of Financial Studies, 32.
Boiral, O., Henri, J.-F., & Talbot, D. (2012). Modeling the Impacts of Corporate Commitment on Climate Change. Business Strategy and The Environment, 21(8), 495–516.
Bradley, M., & Chen, D. (2015). Does Board Independence Reduce the Cost of Debt? Financial Management, 44(1), 15–47.
Bruner, R. F., Eades, K. M., Harris, R. S., & Higgins, R. C. (1998). Best Practices in Estimating the Cost of Capital: Survey and Synthesis. Financial practice and education.
Chava, S. (2014). Environmental Externalities and Cost of Capital. Management Science, 60(9), 2223–2247.
Cheng, B., Ioannou, I., & Serafeim, G. (2014). Corporate Social Responsibility And Access To Finance.http://ssrn.com/abstract=1847085Electroniccopyavailableat:http://ssrn.com/abstract=1847085
Chithambo, L., & Tauringana, V. (2017). Corporate governance and greenhouse gas disclosure: a mixed-methods approach. Corporate Governance (Bingley), 17(4), 678–699. https://doi.org/10.1108/CG-10-2016-0202
Darmadi, S. (2013). Do women in top management affect firm performance? Evidence from Indonesia. Corporate Governance (Bingley), 13(3), 288–304. https://doi.org/10.1108/CG-12-2010-0096
Delis, M. D., Greiff, K. de, Iosifidi, M., & Ongena, S. (2024). Being stranded with fossil fuel reserves? Climate policy risk and the pricing of bank loans. Financial Markets, Institutions and Instruments. https://doi.org/10.1111/fmii.12189
Desender, K. A., Aguilera, R. V., Crespi, R., & GarcÍa-cestona, M. (2013). When does ownership matter? Board characteristics and behavior. Strategic Management Journal, 34(7), 823–842.
Egbadju, U., & Jacob, B. (2022). Corporate governance characteristics and cost of debt of quoted non-financial firms in Nigeria. International Journal of Intellectual Discourse (IJID), 5.
Elhaj, E. B., & Mansor, N. (2019). Earnings Management In Developed And Developing Countries: A Review Of Recent Literature. American Based Research Journal, 8(01).
Elsayih, J., Datt, R., & Hamid, A. (2021). CEO characteristics: do they matter for carbon performance? An empirical investigation of Australian firms. Social Responsibility Journal, 17(8), 1279–1298. https://doi.org/10.1108/SRJ-04-2020-0130
Freeman, R. E. (1984). Strategic management: A stakeholder approach. Cambridge University Press.
Fu, R., Kraft, A., & Zhang, H. (2012). Financial reporting frequency, information asymmetry, and the cost of equity. Journal of Accounting and Economics, 54(1–2), 132–149.
García, C. J., & Herrero, B. (2021). Female directors, capital structure, and financial distress. Journal of Business Research, 136, 592–601. https://doi.org/10.1016/j.jbusres.2021.07.061
Gaur, S. S., Bathula, H., & Singh, D. (2015). Ownership concentration, board characteristics and firm performance: A contingency framework. Management Decision, 53(5), 911–931. https://doi.org/10.1108/MD-08-2014-0519
Ghouma, H., Ben-Nasr, H., & Yan, R. (2018). Corporate governance and cost of debt financing: Empirical evidence from Canada. Quarterly Review of Economics and Finance, 67, 138–148. https://doi.org/10.1016/j.qref.2017.06.004
Giacchetta, G., & Giacometti, R. (2024). Measuring European Banks’ Exposure To Climate Risk. Review of Corporate Finance, 4(1–2), 151–167.
Gyapong, E., Ahmed, A., Ntim, C. G., & Nadeem, M. (2021). Board gender diversity and dividend policy in Australian listed firms: the effect of ownership concentration. Asia Pacific Journal of Management, 38, 603–643.
Haque, F. (2017). The effects of board characteristics and sustainable compensation policy on carbon performance of UK firms. British Accounting Review, 49(3), 347–364. https://doi.org/10.1016/j.bar.2017.01.001
Hashim, H. A., & Amrah, M. (2016). Corporate governance mechanisms and cost of debt: Evidence of family and non-family firms in Oman. Managerial Auditing Journal, 31(3), 314–336. https://doi.org/10.1108/MAJ-12-2014-1139
Heo, Y. (2023). Climate Change, Bank Fragility, and Systemic Risk.
Hermawan, A. A. (2011). The influence of effective board of commissioners and audit committee on the informativeness of earnings: evidence from Indonesian listed firms. Asia Pacific Journal of Accounting and Finance, 2(1), 1–38.
Hussain, N., Rigoni, U., & Orij, R. P. (2018). Corporate Governance and Sustainability Performance: Analysis of Triple Bottom Line Performance. Journal of Business Ethics, 149, 411–432.
Javaid, A. Nazir, M. S., & Fatima K. (2023). Impact of corporate governance on capital structure: mediating role of cost of capital. . Journal of Economic and Administrative Sciences, 39(4), 760–780.
Jensen, M. C., & Meckling, W. H. (2000). Theory of the firm?: managerial behavior, agency costs and ownership structure (1st ed.).
Joni, J., Ahmed, K., & Hamilton, J. (2020). Politically connected boards, family and business group affiliations, and cost of capital: Evidence from Indonesia. The British Accounting Review, 52, 0890–8389. https://doi.org/https://doi.org/10.1016/j.bar.2019.100878
Jouber, H. (2021). Is the effect of board diversity on CSR diverse? New insights from one-tier vs two-tier corporate board models. Corporate Governance (Bingley), 21(1), 23–61. https://doi.org/10.1108/CG-07-2020-0277
Jung, J., Herbohn, K., & Clarkson, P. (2018). Carbon Risk, Carbon Risk Awareness and the Cost of Debt Financing. Journal of Business Ethics , 150, 1151–1171.
Kamil, R., & Appiah, K. O. (2022). Board Gender Diversity and Cost of Debt: Do Firm Size and Industry type matter? Gender in Management, 37(1), 19–38. https://doi.org/10.1108/GM-12-2020-0363
Kassinis, G., Panayiotou, A., Dimou, A., & Katsifaraki, G. (2016). Gender and Environmental Sustainability: A Longitudinal Analysis. Corporate Social Responsibility and Environmental Management, 23(6), 399–412.
Kent Baker, H., Pandey, N., Kumar, S., & Haldar, A. (2020). A bibliometric analysis of board diversity: Current status, development, and future research directions. Journal of Business Research, 108, 232–246. https://doi.org/10.1016/j.jbusres.2019.11.025
Konadu, R., Ahinful, G. S., Boakye, D. J., & Elbardan, H. (2022). Board gender diversity, environmental innovation and corporate carbon emissions. Technological Forecasting and Social Change, 174(October 2021), 121279. https://doi.org/10.1016/j.techfore.2021.121279
Kumar, P., & Firoz, M. (2018). Impact of carbon emissions on cost of debt-evidence from India. Managerial Finance, 44(12), 1401–1417. https://doi.org/10.1108/MF-03-2018-0108
Levi, M., Li, K., & Zhang, F. (2014). Director gender and mergers and acquisitions. Journal of Corporate Finance, 28, 185–200.
Li, H. (2019). Cost of Capital: Literatures Review about Calculation Methods and Influencing Factors. Journal of Service Science and Management, 12(03), 360–370.
Li, Y., Eddie, I., & Liu, J. (2014). Carbon emissions and the cost of capital: Australian evidence. Review of Accounting and Finance, 13(4), 400–420. https://doi.org/10.1108/RAF-08-2012-0074
Liao, L., Luo, L., & Tang, Q. (2015). Gender diversity, board independence, environmental committee and greenhouse gas disclosure. The British Accounting Review, 47(4), 409–424.
Liesen, A., Hoepner, A. G., Patten, D. M., & Figge, F. (2015). Does stakeholder pressure influence corporate GHG emissions reporting? Empirical evidence from Europe. Accounting, Auditing and Accountability Journal, 28(7), 1047–1074. https://doi.org/10.1108/AAAJ-12-2013-1547
Lim, Y. (2011). Tax avoidance, cost of debt and shareholder activism: evidence from Korea. Journal of Banking and Finance, 35(2), 456–470.
Lorca, C., Sánchez-Ballesta, J. P., & García-Meca, E. (2011). Board Effectiveness and Cost of Debt. Journal of Business Ethics, 100, 613–631.
Lugo, S. (2019). Insider ownership and the cost of debt capital: Evidence from bank loans. International Review of Financial Analysis, 63, 357–368. https://doi.org/10.1016/j.irfa.2016.12.007
Maaloul, A. (2018). The effect of greenhouse gas emissions on cost of debt: Evidence from Canadian firms. Corporate Social Responsibility and Environmental Management, 25(6), 1407–1415.
McCumber, W. R., & Jandik, T. (2017). Governance, Takeover Probability, and the Cost of Private Debt. Journal of Financial Management, Markets and Institutions, 5, 111–132.
Mihail, B. A., Dumitrescu, D., Micu, C. D., & Lobda, A. (2022). The Impact of Board Diversity, CEO Characteristics, and Board Committees on Financial Performance in the Case of Romanian Companies. Journal of Risk and Financial Management, 15(1). https://doi.org/10.3390/jrfm15010007
Millet-Reyes, B., & Zhao, R. (2010). A Comparison Between One-Tier and Two-Tier Board Structures in France. Journal of International Financial Management & Accounting, 21(3), 279–310. https://doi.org/https://doi.org/10.1111/j.1467-646X.2010.01042.x
Nadeem, M., Bahadar, S., Gull, A. A., & Iqbal, U. (2020). Are women eco-friendly? Board gender diversity and environmental innovation. Business Strategy and the Environment, 29(8), 3146–3161.
Naseem, M. A., Riaz, S., Rehman, R. U., Ikram, A., & Malik, F. (2017). Impact Of Board Characteristics On Corporate Social Responsibility Disclosure. The Journal of Applied Business Research, 33(4), 801–810.
Nguyen, J. H., & Phan, H. V. (2020). Carbon risk and corporate capital structure. Journal of Corporate Finance, 64. https://doi.org/10.1016/j.jcorpfin.2020.101713
Nuber, C., & Velte, P. (2021). Board gender diversity and carbon emissions: European evidence on curvilinear relationships and critical mass. Business Strategy and the Environment, 30(4), 1958–1992. https://doi.org/10.1002/bse.2727
Oyewo, B. (2023). Corporate governance and carbon emissions performance: International evidence on curvilinear relationships. Journal of Environmental Management, 334(February), 117474. https://doi.org/10.1016/j.jenvman.2023.117474
Pandey, R., Biswas, P. K., Ali, M. J., & Mansi, M. (2020). Female directors on the board and cost of debt: evidence from Australia. Accounting & Finance, 60(4), 4031–4060.
Pizzutilo, F., Mariani, M., Caragnano, A., & Zito, M. (2020). Dealing with carbon risk and the cost of debt: Evidence from the European market. International Journal of Financial Studies, 8(4), 1–10. https://doi.org/10.3390/ijfs8040061
Reza Ashkhabi, I., Agustina Jurusan Akuntansi, L., Ekonomi, F., & Negeri Semarang, U. (2015). Accounting Analysis Journal. In AAJ (Vol. 4, Issue 3). http://journal.unnes.ac.id/sju/index.php/aaj
Ricotta, F., Golikova, V., & Kuznetsov, B. (2021). The Role Of Ceo Characteristics In Firm Innovative Performance: A Comparative Analysis Of Eu Countries And Russia Basic Research Program Working Papers The Role Of Ceo Characteristics In Firm Innovative Performance: A Comparative Analysis Of Eu Countries And Russia 4. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3925412
Saha, R., & Maji, S. G. (2022). Board human capital diversity and firm performance: evidence from top listed Indian firms. Journal of Indian Business Research, 14(4), 382–402. https://doi.org/10.1108/JIBR-08-2021-0289
Salehi, M., Arianpoor, A., & Dalwai, T. (2020). Corporate governance and cost of equity: Evidence from Tehran stock exchange. Journal of Asian Finance, Economics and Business, 7(7), 149–158. https://doi.org/10.13106/jafeb.2020.vol7.no7.149
Sherly, E. N., & Fitria, D. (2019). Pengaruh Penghindaran Pajak, Kepemilikan Institusional, Dan Profitabilitas Terhadap Biaya Utang. EKOMBIS REVIEW: Jurnal Ilmiah Ekonomi Dan Bisnis. https://doi.org/https://doi.org/10.37676/ekombis.v7i1.701
Stefany, S., & Joni, J. (2020). Board characteristics and cost of debt: Evidence from Indonesia. Jurnal Manajemen Maranatha, 19(2), 141–150. https://doi.org/10.28932/jmm.v19i2.2295
Tingbani, I., Chithambo, L., Tauringana, V., & Papanikolaou, N. (2020). Board gender diversity, environmental committee and greenhouse gas voluntary disclosures. Business Strategy and the Environment, 29(6), 2194–2210. https://doi.org/10.1002/bse.2495
Tran, N. M. (2024). Earning management and cost of debt financing: Evidence from Vietnamese listed companies. Journal of Eastern European and Central Asian Research (JEECAR), 11(5), 903–913.
Usman, M., Farooq, M. U., Zhang, J., Makki, M. A. M., & Khan, M. K. (2019). Female directors and the cost of debt: does gender diversity in the boardroom matter to lenders? Managerial Auditing Journal, 34(4), 374–392. https://doi.org/10.1108/MAJ-04-2018-1863
Vieira, E. S. (2018). Board of directors characteristics and performance in family firms and under the crisis. Corporate Governance (Bingley), 18(1), 119–142. https://doi.org/10.1108/CG-01-2017-0010
Vijayakumaran, S., & Vijayakumaran, R. (2019). Corporate governance and capital structure decisions: Evidence from Chinese listed companies. Journal of Asian Finance, Economics and Business, 6(3), 67–79. https://doi.org/10.13106/jafeb.2019.vol6.no3.67
Vo, X. V., & Ellis, C. (2017). An empirical investigation of capital structure and firm value in Vietnam. Finance Research Letters, 22, 90–94. https://doi.org/10.1016/j.frl.2016.10.014
Xu, H., Xu. X, & Yu, J. (2021). The impact of mandatory CSR disclosure on the cost of debt financing: evidence from China. Emerging Markets Finance and Trade, 57(8), 2191–2220.
Yeung, W. H., & Lento, C. (2018). Ownership structure, audit quality, board structure, and stock price crash risk: Evidence from China. Global Finance Journal, 37, 1–24. https://doi.org/10.1016/j.gfj.2018.04.002
Zhang, D., Zhang, Z., Ji, Q., Lucey, B., & Liu, J. (2021). Board characteristics, external governance and the use of renewable energy: International evidence. Journal of International Financial Markets, Institutions and Money, 72. https://doi.org/10.1016/j.intfin.2021.101317
Zhang, Y. J., & Liu, J. Y. (2020). Overview of research on carbon information disclosure. Frontiers of Engineering Management , 7, 47–62.
Zhou, Z., Zhang, T., Wen, K., Zeng, H., & Chen, X. (2018). Carbon risk, cost of debt financing and the moderation effect of media attention: Evidence from Chinese companies operating in high-carbon industries. Business Strategy and The Environment, 27(8), 1131–1144.
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