Generalist CEOs and the Cost of Debt: Evidence from Indonesia

  • Novrys Suhardianto Department of Accounting, Faculty of Economic and Business and Center for Environmental, Social, and Governance Studies (CESGS), Universitas Airlangga, Surabaya, Indonesia
  • Sri Ningsih Department of Accounting, Faculty of Economic and Business and Center for Environmental, Social, and Governance Studies (CESGS), Universitas Airlangga, Surabaya, Indonesia
  • Sahrian Aditya Rahmatulloh Department of Accounting, Faculty of Economic and Business and Center for Environmental, Social, and Governance Studies (CESGS), Universitas Airlangga, Surabaya, Indonesia
  • Mohammad Nasih Department of Accounting, Faculty of Economic and Business and Center for Environmental, Social, and Governance Studies (CESGS), Universitas Airlangga, Surabaya, Indonesia
  • Oudyza Oktavia Putri Department of Accounting, Faculty of Economic and Business, Universitas Airlangga, Surabaya, Indonesia
  • Zayyan Ahmad Nuryaddin Department of Accountancy, Faculty of Economics and Business, Universitas Airlangga
Keywords: Generalist CEOs, Cost of debt, Corporate governance, Industry experience

Abstract

This study examines the impact of generalist CEOs on the cost of debt in Indonesia, using data from public companies listed on the Indonesia Stock Exchange (IDX) between 2015 and 2021. Employing panel data regression with a random effects model, Coarsened Exact Matching (CEM), and Heckman's two-stage regression, the results indicate that companies with generalist CEOs incur higher debt costs. Additional analyses confirm that specialist CEOs are associated with lower debt costs, reinforcing the main findings. These results highlight how generalist CEOs, with their broad industry experience, may increase perceived financial risk, leading creditors to impose higher interest rates. From a practical perspective, these findings provide valuable insights for investors, corporate boards, and policymakers in aligning CEO selection processes with firm-specific financial objectives to mitigate risks. From a social perspective, the findings underscore the importance of addressing financial risks associated with generalist CEOs, particularly in Indonesia, where high information asymmetry and inefficient capital markets persist. Elevated borrowing costs could hinder corporate investments and broader economic growth. By integrating these findings into governance practices, this study contributes to sustainable development and financial stability in emerging markets.

Author Biographies

Novrys Suhardianto, Department of Accounting, Faculty of Economic and Business and Center for Environmental, Social, and Governance Studies (CESGS), Universitas Airlangga, Surabaya, Indonesia

Suhardianto, Novrys holds the position of Lecturer at the Department of Accountancy, Faculty of Economics and Business, Universitas Airlangga, and is a member of the Center for Politics, Economics, and Business Research (CPEBR). He earned his Bachelor’s degree in Economics from Universitas Airlangga in 2005, his Master of Science in Accounting from Universitas Brawijaya in 2011, and his Doctoral degree from City University of Hong Kong in 2019. His research interests include corporate governance, auditing, and sustainability reporting. He has published in Cogent Business & Management.
Author’s contact detail: Address: -; phone number: -; Email: novrys@feb.unair.ac.id

Sri Ningsih, Department of Accounting, Faculty of Economic and Business and Center for Environmental, Social, and Governance Studies (CESGS), Universitas Airlangga, Surabaya, Indonesia

Ningsih, Sri holds the position of Lecturer at the Department of Accountancy, Faculty of Economics and Business, Universitas Airlangga, and is a member of the Center for Politics, Economics, and Business Research (CPEBR). She earned her Bachelor’s and Master’s degrees in Accounting from Universitas Gadjah Mada, and her Doctoral degree from Universitas Airlangga. Her research interests include public sector accounting and sustainability. She has published in Corporate Social Responsibility and Environmental Management and Pacific Accounting Review.
Author’s contact detail: Address: -; phone number: -; Email: sri.ningsih@feb.unair. ac.id

Sahrian Aditya Rahmatulloh, Department of Accounting, Faculty of Economic and Business and Center for Environmental, Social, and Governance Studies (CESGS), Universitas Airlangga, Surabaya, Indonesia

Rahmatulloh, Sahrian Aditya is a Master’s student and Research Assistant at the Department of Accountancy, Faculty of Economics and Business, Universitas Airlangga. He earned both his Bachelor’s and Master’s degrees in Accounting from Universitas Airlangga. His research focuses on executive characteristics and sustainability accounting. He has published in Corporate Social Responsibility and Environmental Management and Pacific Accounting Review.
Author’s contact detail: Address: -; phone number: -; Email: sahrian.aditya.rahmatulloh-2023@feb.unair.ac.id

Mohammad Nasih, Department of Accounting, Faculty of Economic and Business and Center for Environmental, Social, and Governance Studies (CESGS), Universitas Airlangga, Surabaya, Indonesia

Nasih, Mohammad holds the position of Professor of Accounting at the Department of Accountancy, Faculty of Economics and Business, Universitas Airlangga, and is a member of the Center for Environmental, Social, and Governance Studies (CESGS). He earned his Bachelor’s degree from Universitas Airlangga, his Master’s degree from Institut Teknologi Bandung, and his Doctoral degree from Universitas Airlangga. His research interests include financial reporting and corporate governance. He has published in Corporate Governance: The International Journal of Business in Society, International Journal of Accounting & Information Management, and Research in International Business and Finance.
Author’s contact detail: Address: -; phone number: -; Email: mohnasih@feb.unair.ac.id

Oudyza Oktavia Putri, Department of Accounting, Faculty of Economic and Business, Universitas Airlangga, Surabaya, Indonesia

Putri, Oudyza Oktavia is an undergraduate student at the Department of Accountancy, Faculty of Economics and Business, Universitas Airlangga, where she is pursuing her Bachelor’s degree in Accounting. Her research interests include financial accounting.
Author’s contact detail: Address: -; phone number: -; Email: oudyza.oktavia.putri-2019@feb.unair.ac.id

Zayyan Ahmad Nuryaddin, Department of Accountancy, Faculty of Economics and Business, Universitas Airlangga

Nuryaddin, Zayyan Ahmad is a Master’s student and Research Assistant at the Department of Accountancy, Faculty of Economics and Business, Universitas Airlangga. He earned his Bachelor’s degree in Accounting from Universitas Muhammadiyah Malang and his Master’s degree from Universitas Airlangga. His research interests
include corporate governance, sustainability, and financial accounting.
Author’s contact detail: Address: -; phone number: -; Email: zayyan.ahmad.nuryaddin-2023@feb.unair.ac.id

References

ADB. (2020). Asian Development Outlook 2020: What Drives Innovation in Asia?

Agnihotri, A., & Bhattacharya, S. (2021). Generalist versus specialist CEO and R&D commitment: evidence from an emerging market. Journal of Management & Organization, 1–17.

Al-ahdal, W. M., Alsamhi, M. H., Tabash, M. I., & Farhan, N. H. S. (2020). The impact of corporate governance on financial performance of Indian and GCC listed firms: An empirical investigation. Research in International Business and Finance, 51, 101083. https://doi.org/https://doi.org/10.1016/j.ribaf.2019.101083

ASEAN. (2021). ASEAN Economic Integration Brief.

Becker, G. S. (1962). Investment in human capital: A theoretical analysis. Journal of Political Economy, 70(5, Part 2), 9–49.

Betzer, A., Lee, H. S., Limbach, P., & Salas, J. M. (2017). Are Generalists Beneficial to Corporate Shareholders? Evidence from Exogenous Executive Turnovers. Journal of Financial and Quantitative Analysis, 55(2), 581–619. https://doi.org/10.2139/ssrn.2939486

Blackwell, M., Iacus, S., King, G., & Porro, G. (2009). cem: Coarsened exact matching in Stata. The Stata Journal, 9(4), 524–546.

Bliss, M. A., & Gul, F. A. (2012). Political connection and cost of debt: Some Malaysian evidence. Journal of Banking & Finance, 36(5), 1520–1527.

Bonsall, S. B., & Miller, B. P. (2017). The impact of narrative disclosure readability on bond ratings and the cost of debt. Review of Accounting Studies, 22, 608–643.

Brahmana, R. K., Setiawan, D., Lau, E., & Kontesa, M. (2023). Do the Characteristics of Startup Founders Matter for Funding Performance? Journal of Indonesian Economy and Business, 39(3), 328–346.

Chahyadi, C., Doan, T., & Naym, J. (2021). Hiring the right CEO: how does the type of CEO industry experience affect firm performance, firm risk-taking behavior, and CEO compensation? International Journal of Business and Society, 22(2), 828–845.

Cherkasova, V., & Kuzmin, E. (2018). Financial flexibility as an investment efficiency factor in Asian companies. Gadjah Mada International Journal of Business, 20(2), 137–164.

Chicoli, R. da S., & Bender, S. (2019). Estimation of maximum debt for emerging countries: An analysis by fiscal reaction function. University of São Paulo (FEA-USP).

Christopeit, N., & Massmann, M. (2012). Strong consistency of the least-squares estimator in simple regression models with stochastic regressors.

Claessens, S., & Fan, J. P. H. (2002). Corporate governance in Asia: A survey. International Review of Finance, 3(2), 71–103.

Claessens, S., & Yurtoglu, B. B. (2013). Corporate governance in emerging markets: A survey. Emerging Markets Review, 15, 1–33.

Crossland, C., Zyung, J., Hiller, N. J., & Hambrick, D. C. (2014). CEO career variety: Effects on firm-level strategic and social novelty. Academy of Management Journal, 57(3), 652–674.

Custódio, C., Ferreira, M. A., & Matos, P. (2013). Generalists versus specialists: Lifetime work experience and chief executive officer pay. Journal of Financial Economics, 108(2), 471–492.

Custódio, C., Ferreira, M. A., & Matos, P. (2017). Do General Managerial Skills Spur Innovation? Econometric Modeling: Corporate Finance & Governance EJournal. https://doi.org/10.2139/ssrn.2289701

Custódio, C., Ferreira, M. A., & Matos, P. (2019). Do general managerial skills spur innovation? Management Science, 65(2), 459–476.

Eliwa, Y., Aboud, A., & Saleh, A. (2021). ESG practices and the cost of debt: Evidence from EU countries. Critical Perspectives on Accounting, 79, 102097.

Faleye, O., Hoitash, R., & Hoitash, U. (2018). Industry expertise on corporate boards. Review of Quantitative Finance and Accounting, 50, 441–479.

Gracia, O., & Siregar, S. V. (2021). Sustainability practices and the cost of debt: Evidence from ASEAN countries. Journal of Cleaner Production, 300, 126942.

Hambrick, D. C. (2007). Upper echelons theory: An update. In Academy of management review (Vol. 32, Issue 2, pp. 334–343). Academy of Management Briarcliff Manor, NY 10510.

Hambrick, D. C., & Mason, P. A. (1984). Upper echelons: The organization as a reflection of its top managers. Academy of Management Review, 9(2), 193–206.

Handayani, F. (2024). Unveiling the Covid-19 Recession: The Effect of Sectoral Exposure on the Economy and Labor Market. Journal of Indonesian Economy and Business, 39(2), 143–159.

Harymawan, I., Nasih, M., Rahayu, N. K., Kamarudin, K. A., & Wan Ismail, W. A. (2022). Busy CEOs and financial reporting quality: evidence from Indonesia. Asian Review of Accounting, 30(3), 314–337.

Heckman, J. J. (1979). Sample selection bias as a specification error. Econometrica: Journal of the Econometric Society, 153–161.

Junus, O., Harymawan, I., Nasih, M., & Anshori, M. (2022). Politically connected independent commissioners and independent directors on the cost of debt. International Journal of Financial Studies, 10(2), 41.

Kabir, M., & Rashid, H. (2023). Do generalist CEOs engage in more tax avoidance than specialist CEOs? Accounting and Business Research, 54(4), 525–551. https://doi.org/10.1080/00014788.2023.2183486

Kalelkar, R., & Khan, S. (2016). CEO financial background and audit pricing. Accounting Horizons, 30(3), 325–339.

Kamil, R., & Appiah, K. O. (2022). Board gender diversity and cost of debt: do firm size and industry type matter? Gender in Management: An International Journal, 37(1), 19–38.

Kose, M. A., Ohnsorge, F. L., Reinhart, C. M., & Rogoff, K. S. (2022). The aftermath of debt surges. Annual Review of Economics, 14, 637–663.

Li, M., & Patel, P. C. (2019). Jack of all, master of all? CEO generalist experience and firm performance. The Leadership Quarterly, 30(3), 320–334.

Lin, Z., Patel, P., & Oghazi, P. (2021). The value of managerial ability and general ability for inventor CEOs. Journal of Business Research, 135, 78–98.

Ma, Z., Ruan, L., Wang, D., & Zhang, H. (2021). Generalist CEOs and credit ratings. Contemporary Accounting Research, 38(2), 1009–1036.

Matemilola, B. T., Bany-Ariffin, A. N., Azman-Saini, W. N. W., & Nassir, A. M. (2018). Does top managers’ experience affect firms’ capital structure? Research in International Business and Finance, 45, 488–498.

Mueller, P., Georgakakis, D., Greve, P., Peck, S. I., & Ruigrok, W. (2020). The Curse of Extremes: Generalist Career Experience and CEO Initial Compensation. Journal of Management, 47(7), 1977–2007. https://doi.org/10.1177/0149206320922308

Mueller, P., Georgakakis, D., & Ruigrok, W. (2017). Jack of all trades or master of none? CEO experience variety and firm performance. Academy of Management Proceedings, 2017(1), 17662.

Muslim, A. I., & Setiawan, D. (2021). Information asymmetry, ownership structure and cost of equity capital: The formation for open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 7(1), 48.

Na, K., Lee, Y., & Yu, H. (2023). CEO type and earnings management to avoid loss or earnings decreases: Evidence from South Korea. Gadjah Mada International Journal of Business, 25(2), 227–254.

Nasih, M., Wardani, D. A. K., Harymawan, I., Putra, F. K. G., & Sarea, A. (2022). COVID-19 exposure: a risk-averse firms’ response. Journal of Financial Reporting and Accounting.

Owusu, A., Kwabi, F., Ezeani, E., & Owusu-Mensah, R. (2022). CEO tenure and cost of debt. Review of Quantitative Finance and Accounting, 59(2), 507–544.

Putra, F. K. G., Harymawan, I., Nasih, M., & Agustia, D. (2020). A quest to minimize cost of debt by utilizing human resources disclosure. Polish Journal of Management Studies, 21(2), 342–355.

Rajah, R., & Grenville, S. (2020). Keeping Indonesia’s economy afloat through the COVID-19 pandemic. JSTOR.

Ratri, M. C., Harymawan, I., & Kamarudin, K. A. (2021). Busyness, tenure, meeting frequency of the CEOs, and corporate social responsibility disclosure. Sustainability, 13(10), 5567.

Setiyono, B., & Tarazi, A. (2018). Does Diversity of Bank Board Members Affect Performance and Risk? Evidence from an Emerging Market. In B. Díaz Díaz, S. O. Idowu, & P. Molyneux (Eds.), Corporate Governance in Banking and Investor Protection: From Theory to Practice (pp. 185–218). Springer International Publishing. https://doi.org/10.1007/978-3-319-70007-6_9

Sudirman, W. F. R., Alif, M. I., & Pratiwi, A. (2023). Does Heuristic Bias Matter for Long and Short-Term Investment Decision-Making During the COVID-19 Pandemic? Journal of Indonesian Economy and Business: JIEB., 38(3), 254–269.

Usman, B., Bernardes, O. T. F., & Kananlua, P. S. (2020). On the nexus between CSR practices, ESG performance, and asymmetric information. Gadjah Mada International Journal of Business, 22(2), 151–177.

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.

Wang, G., Holmes Jr, R. M., Oh, I., & Zhu, W. (2016). Do CEOs matter to firm strategic actions and firm performance? A meta‐analytic investigation based on upper echelons theory. Personnel Psychology, 69(4), 775–862.

Wardhani, D. K., Risfandy, T., Nainggolan, Y. A., & Setiyono, B. (2023). Generalist CEO and Firm Performance: Evidence from Indonesia. In W. A. Barnett & B. S. Sergi (Eds.), Macroeconomic Risk and Growth in the Southeast Asian Countries: Insight from Indonesia (Vol. 33A, pp. 171–179). Emerald Publishing Limited. https://doi.org/10.1108/S1571-03862023000033A012

Xu, L. (2022). CEO general work experience and FDI-based internationalization. Journal of Strategy and Management, ahead-of-print.

Published
2025-12-31
How to Cite
Suhardianto, N., Ningsih, S., Rahmatulloh, S. A., Nasih, M., Putri, O. O., & Nuryaddin, Z. A. (2025). Generalist CEOs and the Cost of Debt: Evidence from Indonesia. Gadjah Mada International Journal of Business, 28(1), 1 - 24. https://doi.org/10.22146/gamaijb.v28i1.15484
Section
Articles