Capital Structure and Family Business Governance: Gender Representation as a Moderating Variable

Authors

  • Tiurma Nainggolan Universitas Kristen Maranatha, Indonesia
  • Riki Martusa Universitas Kristen Maranatha, Indonesia
  • Meythi Meythi Universitas Kristen Maranatha, Indonesia

DOI:

https://doi.org/10.36555/jasa.v10i1.2917

Keywords:

Capital Structure, Family Business Governance, Family Firm, Gender Representation

Abstract

This study examines the relationship between capital structure and family business governance in 81 family companies listed on the Indonesia Stock Exchange (IDX) for the period 2020–2024, with gender representation a moderating variable. The data were analyzed using pooled OLS regression with robust standard errors and 1%–99% winsorizing. The results show that capital structure has a negative effect on company performance. Long-term debt significantly reduces ROA and Tobin's Q because it increases financial risk. Short-term debt  and total debt are also predominantly negative, especially on Tobin's Q. These findings support the trade-off theory amid post-pandemic economic volatility. Gender representation does not moderate the relationship between capital structure and ROA. However, in Tobin's Q, the interaction of GR with LTD, STD, and TD is negative and significant. This indicates that higher GR strengthens the negative effect of debt on market value, due to the risk-averse nature of diverse boards, despite improving investor perceptions of governance. The study concludes that capital structure is detrimental to the governance of family businesses in Indonesia, and GR does not strengthen the positive relationship as hypothesized. Suggestions for further research include adding control variables, panel data models, and cross-country comparisons within ASEAN.

References

Abdullah, H., & Tursoy, T. (2021). Capital Structure and Firm Performance: Evidence of Germany under IFRS Adoption. Review of Managerial Science, 15(2), 379–398. https://doi.org/10.1007/s11846-019-00344-5

Abuamsha, M., & Shumali, S. (2022). Debt Structure and Its Impact on Financial Performance: An Empirical Study on the Palestinian Stock Exchange. Journal of International Studies, 15(1), 211–229. https://doi.org/10.14254/2071-8330.2022/15-1/14

Akhtar, M., Yusheng, K., Haris, M., Ain, Q. U., & Javaid, H. M. (2022). Impact of Financial Leverage on Sustainable Growth, Market Performance, and Profitability. Economic Change and Restructuring, 55(2), 737–774. https://doi.org/10.1007/s10644-021-09321-z

Al-Haddad, L. M., Saidat, Z., Seaman, C., & Gerged, A. M. (2024). Does Capital Structure Matter? Evidence from Family-owned Firms in Jordan. Journal of Family Business Management, 14(1), 64–76. https://doi.org/10.1108/JFBM-09-2022-0115

Ali, A. & Shaik, A. R. (2022). Effect of Debt Financing on Firm Performance: A Study on Energy Sector of Saudi Arabia. International Journal of Energy Economics and Policy, 12(6), 10–15. https://doi.org/10.32479/ijeep.13677

Almomani, T. M., Obeidat, M. I. S., Almomani, M. A., & Darkal, N. M. A. M. Y. (2022). Capital Structure and Firm Value Relationship: The Moderating Role of Profitability and Firm Size Evidence from Amman Stock Exchange. WSEAS Transactions on Environment and Development, 18(102), 1073–1084. https://doi.org/10.37394/232015.2022.18.102

Arhinful, R., & Radmehr, M. (2023a). The Effect of Financial Leverage on Financial Performance: Evidence from Non-Financial Institutions Listed on the Tokyo Stock Market. Journal of Capital Markets Studies, 7(1), 53–71. https://doi.org/10.1108/JCMS-10-2022-0038

Arhinful, R., & Radmehr, M. (2023b). The Impact of Financial Leverage on the Financial Performance of the Firms Listed on the Tokyo Stock Exchange. SAGE Open, 13(4), 1-11. https://doi.org/10.1177/21582440231204099

Asher, S., Meythi, M., Martusa, R., & Rapina, R. (2025). The Impact of Cost Leadership on Financial Distress Mediated Environmental, Social, and Governance. Jurnal Akuntansi Dan Keuangan Indonesia, 22(1), 1–22. https://doi.org/10.7454/jaki.v22i1.1939

Ayaz, M., Mohamed Zabri, S., & Ahmad, K. (2021). An Empirical Investigation on the Impact of Capital Structure on Firm Performance: Evidence from Malaysia. Managerial Finance, 4(78), 1107–1127. https://doi.org/10.1108/MF-11-2019-0586

Barauskaite, G., & Streimikiene, D. (2021). Corporate Social Responsibility and Financial Performance of Companies: The Puzzle of Concepts, Definitions and Assessment Methods. Corporate Social Responsibility and Environmental Management, 28(1), 278–287. https://doi.org/10.1002/csr.2048

Boateng, P. Y., Ahamed, B. I., Soku, M. G., Addo, S. O., & Tetteh, L. A. (2022). Influencing Factors that Determine Capital Structure Decisions: A Review from the Past to Present. Cogent Business and Management, 9(1), 1–10. https://doi.org/10.1080/23311975.2022.2152647

Candra, A. R., Tanison, N., Martusa, R., & Meythi, M. (2024). Disclosing Corporate Social Responsibility Affects Company Value: Profitability as Moderating Variable. JASa (Jurnal Akuntansi, Audit Dan Sistem Informasi Akuntansi), 8(1), 183–194. https://doi.org/10.36555/jasa.v8i1.2471

Chang, E. P. C., Zare, S., & Ramadani, V. (2022). How a Larger Family Business is Different from a Non-Family One? Journal of Business Research, 139, 292–302. https://doi.org/10.1016/j.jbusres.2021.09.060

Daya, Qarsa. 2022. “Pembelian Menurun, Padahal Perusahaan Keluarga Pendorong Ekonomi Indonesia.”

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

Gharsalli, M. (2019). High Leverage and Variance of SMEs Performance. Journal of Risk Finance, 20(2), 155–175, https://doi.org/10.1108/JRF-02-2018-0011

Hakimah, Y., Pratama, I., Fitri, H., Ganatri, M., & Sulbahri, R. A. (2019). Impact of Intrinsic Corporate Governance on Financial Performance of Indonesian SMEs. In International Journal of Innovation, Creativity and Change. www.ijicc.net (Vol. 7, Issue 1). www.ijicc.net

Iriyadi, I., & Antonio, Y. (2021). Climate Change Disclosure Impact on Indonesian Corporate Financial Performance. Jurnal Dinamika Akuntansi Dan Bisnis, 8(2), 117–127. https://doi.org/10.24815/jdab.v8i2.20424

Jansen, K., Michiels, A., Voordeckers, W., & Steijvers, T. (2023). Financing Decisions in Private Family Firms: a Family Firm Pecking Order. Small Business Economics, 61(2), 495–515. https://doi.org/10.1007/s11187-022-00711-9

Kumala, R., & Siregar, S. V. (2021). Corporate Social Responsibility, Family Ownership and Earnings Management: The Case of Indonesia. Social Responsibility Journal, 17(1), 69-86. https://doi.org/10.1108/SRJ-09-2016-0156

Kussudyarsana, K., Soepatini, S., Maimun, M. H., & Vemuri, R. (2020). Examining Formal and Relational Governance in Family Small Medium Enterprises: Evidence from Indonesia. Journal of Entrepreneurship in Emerging Economies, 12(2), 231–257. https://doi.org/10.1108/JEEE-10-2018-0108

Kyere, M., & Ausloos, M. (2021). Corporate Governance and Firms Financial Performance in the United Kingdom. International Journal of Finance and Economics, 26(2), 1871–1885. https://doi.org/10.1002/ijfe.1883

Li, K., Niskanen, J., & Niskanen, M. (2019). Capital Structure and Firm Performance in European SMEs: Does Credit Risk Make a Difference? Managerial Finance, 45(5), 582–601. https://doi.org/10.1108/MF-01-2017-0018

Marpaung, A. P., Koto, M., Shareza Hafiz, M., & Hamdani, R. (2022). Female Directors and Firm Performance: Evidence of Family Firm in Indonesia. Asian Journal of Economics, Business and Accounting, 19–30. https://doi.org/10.9734/ajeba/2022/v22i130538

Martusa, R., Meythi, M., Asher, S., & Patricia, E. (2025). Corporate Social Responsibility and Profitability in the Primary Consumption Sector on the Indonesia Stock Exchange. International Journal of Innovative Technologies in Economy, 1(49), 1–8. https://doi.org/10.31435/ijite.1(49).2025.2984

Mathur, N., Tiwari, S. C., Sita Ramaiah, T., & Mathur, H. (2021). Capital Structure, Competitive Intensity and Firm Performance: An Analysis of Indian Pharmaceutical Companies. Managerial Finance, 47(9), 1357–1382. https://doi.org/10.1108/MF-01-2020-0009

Mohammad, H. S., Bujang, I., & Hakim, T. A. (2019). Capital Structure and Financial Performance of Malaysian Construction Firms. Asian Economic and Financial Review, 9(12), 1306–1319. https://doi.org/10.18488/journal.aefr.2019.912.1306.1319

Nazir, A., Azam, M., & Khalid, M. U. (2021). Debt Financing and Firm Performance: Empirical Evidence from the Pakistan Stock Exchange. Asian Journal of Accounting Research, 6(3), 324–334. https://doi.org/10.1108/AJAR-03-2019-0019

Ngatno, Apriatni, E. P., & Youlianto, A. (2021). Moderating Effects of Corporate Governance Mechanism on the Relation between Capital Structure and Firm Performance. Cogent Business and Management, 8(1), 1-11. https://doi.org/10.1080/23311975.2020.1866822

Nikhil, M. N. (2024). Is The Nexus Between Capital Structure and Firm Performance Asymmetric? An Emerging Market Perspective. Cogent Economics & Finance, 12(1), 1-19. https://doi.org/10.1080/23322039.2023.2296195

Novia, T. S., & Meythi, M. (2022). Profitability: The Impact of Corporate Social Responsibility and Corporate Governance Implementation. International Journal of Innovative Technologies in Economy, 38(2), 1–13. https://doi.org/10.31435/rsglobal_ijite/30062022/7845

Noviastuti, D. S., Ferina, I. S., & Priyati, R. Y. (2022). Analisis Pengaruh Struktur Modal Dan Struktur Kepemilikan Terhadap Kinerja Perusahaan. Jurnal Reviu Akuntansi Dan Keuangan, 12(2), 400–415. https://doi.org/10.22219/jrak.v12i2.20645

Okafor, A., Adusei, M., & Adeleye, B. N. (2021). Corporate Social Responsibility and Financial Performance: Evidence from U.S Tech Firms. Journal of Cleaner Production, 292(126078), 2–10.

https://doi.org/10.1016/j.jclepro.2021.126078

Okoye, L., Olokoyo, F., Okoh, J., Ezeji, F., & Uzohue, R. (2020). Effect of Corporate Governance on the Financial Performance of Commercial Banks in Nigeria. Banks and Bank Systems, 15(3), 55–69. https://doi.org/10.21511/bbs.15(3).2020.06

Partalidou, X., Zafeiriou, E., Giannarakis, G., & Sariannidis, N. (2020). The Effect of Corporate Social Responsibility Performance on Financial Performance: The Case of Food Industry. Benchmarking, 27(10), 2701–2720. https://doi.org/10.1108/BIJ-11-2019-0501

Pham, H. S. T., & Nguyen, D. T. (2020). Debt Financing and Firm Performance: The Moderating Role of Board Independence. Journal of General Management, 45(3), 141–151. https://doi.org/10.1177/0306307019886829

Priyan, P. K., Nyabakora, W. I., & Rwezimula, G. (2023). Firm’s Capital Structure Decisions, Asset Structure, and Firm’s Performance: Application of the Generalized Method of Moments Approach. PSU Research Review, ahead-of-print(ahead-of-print), 1–15. https://doi.org/10.1108/PRR-06-2022-0069

Rahim, R., Husni, T., Syailendra, S., & Sari, W. F. (2025). Diversity of Second Generation to Innovation; Reflection from Family Business in Indonesia. Contaduría Y Administración, 70(3), e513. https://doi.org/10.22201/fca.24488410e.2025.5402

Soewarno, N., & Tjahjadi, B. (2020). Measures That Matter: An Empirical Investigation of Intellectual Capital and Financial Performance of Banking Firms in Indonesia. Journal of Intellectual Capital, 21(6), 1085–1106. https://doi.org/10.1108/JIC-09-2019-0225

Solikin, I., Lutfiati, D., Darmawan, D., & Pram. (2022). The Effect of Capital Structure and Company Size on Financial Performance of Companies Moderated with Gender Diversity. In International Journal of Innovation, Creativity and Change. www.ijicc.net (Vol. 16, Issue 2). www.ijicc.net

Tran, T.K., & Nguyen L.T.M. (2023), "Family Ownership and Capital Structure: Evidence from ASEAN Countries". China Finance Review International, Vol. 13 No. 2 pp. 207–229. https://doi.org/10.1108/CFRI-06-2022-0092

Vu Thi, A. H., & Phung, T. D. (2021). Capital Structure, Working Capital, and Governance Quality Affect the Financial Performance of Small and Medium Enterprises in Taiwan. Journal of Risk and Financial Management,14(8), 1-13. https:// doi.org/10.3390/jrfm14080381

Wang, Y. Z., & Ahmad, S. (2024). Green Process Innovation, Green Product Innovation, Leverage, and Corporate Financial Performance; Evidence from System GMM. Heliyon, 10(4), 1–15.

https://doi.org/10.1016/j.heliyon.2024.e25819

Wangombe, B. G., & Kibati, P. (2019). Influence of Capital Structure on Financial Performance of Licensed Microfinance Banks in Kenya. Strategic Journal of Business & Change Management, 6(2), 816–816. https://doi.org/10.61426/sjbcm.v6i2.1149

Yarram, S. R., & Adapa, S. (2024). Gender Diversity of Directors and Financial Performance: Is there a Business Case? International Journal of Managerial Finance, 20(1), 147–167. https://doi.org/10.1108/IJMF-01-2022-0035

Downloads

Published

2026-04-30

How to Cite

Nainggolan, T., Martusa, R., & Meythi, M. (2026). Capital Structure and Family Business Governance: Gender Representation as a Moderating Variable. JASa (Jurnal Akuntansi, Audit Dan Sistem Informasi Akuntansi), 10(1), 001–012. https://doi.org/10.36555/jasa.v10i1.2917

Issue

Section

Articles

Citation Check

Similar Articles

<< < 8 9 10 11 12 13 14 15 16 > >> 

You may also start an advanced similarity search for this article.