The Determinants of Financial Performance in Indonesian Banking Industry : Testing Interaction Effect of Size

Jennifer Wirawan; Wendy Wendy

doi:10.61132/moneter.v3i2.1313

Authors

Jennifer Wirawan Universitas Widya Dharma Pontianak
Wendy Wendy Universitas Tanjungpura

DOI:

https://doi.org/10.61132/moneter.v3i2.1313

Keywords:

Board of Diversity, BOPO, Financial Performance, Firm Size, LDR

Abstract

This research was made to examine the determinants of financial performance of banking companies in Indonesia. There are four independent variables (board of diversity, net interest margin, operational efficiency, and liquidity risk) and a moderating variable (firm size) have been analyzed in this research. Testing the interaction effect of firm size in explaining the influence of these four independent variables on banking financial performance is still very limited. This quantitative research was analyzed by using secondary data from audited annual reports of the company. The purposive sampling technique was used to choose the research’s samples during the observation periods (2018-2022) and obtained 200 observations (40 samples over 5 years of research). Panel data regression with the EViews program was used to test the eight hypotheses which was developed in this research. The results of the Chow test and Hausman test confirm the use of the Random Effect Model in the analysis. The findings from testing the interaction model show that firm size does not moderate the influence of board of diversity and net interest margin on financial performance, while for operational efficiency and liquidity risk variables, the firm size shows a pure moderating role for the both.

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References

Adams, R. B., & Ferreira, D. (2009). Women in the boardroom and their impact on governance and performance. Journal of Financial Economics, 94(2), 291–309. https://doi.org/10.1016/j.jfineco.2008.10.007

Aghnitama, R. D., Aufa, A. R., & Hersugondo, H. (2021). Market capitalization dan profitabilitas perusahaan dengan FAR, AGE, EPS, dan PBV sebagai variabel kontrol. Jurnal Akuntansi Dan Manajemen, 18(02), 01–11. https://doi.org/10.36406/jam.v18i02.392

Ararat, M., Aksu, M., & Tansel Cetin, A. (2015). How board diversity affects firm performance in emerging markets: Evidence on channels in controlled firms. Corporate Governance: An International Review, 23(2), 83–103. https://doi.org/10.1111/corg.12103

Ayem, S., & Harjanta, A. P. P. (2018). Pengaruh ukuran perusahaan, variabilitas persediaan, kepemilikan manajerial, financial leverage dan laba sebelum pajak terhadap pemilihan metode akuntansi persediaan (Studi empiris pada perusahaan sub sektor farmasi yang terdaftar di Bursa Efek Indonesia). Akuntansi Dewantara Yogjakarta: Universitas Sarjanawiya Ta Tamansiswa, 2(1), 83–95. https://doi.org/10.29230/ad.v2i1.2578

Budiasni, N. W. N., Ayuni, N. M. S., & Trisnadewi, N. K. A. (2020). Evaluasi kinerja keuangan pada pengembangan jaringan 4G PT. Telekomunikasi Indonesia di Singaraja. Jurnal Akuntansi, 11(1), 107–114. https://ejournal.undiksha.ac.id/index.php/JAP/article/view/26078

Dewi, F. S., Arifati, R., & Andini, R. (2016). Analysis of effect of CAR, ROA, LDR, company size, NPL, and GCG to bank profitability (Case study on banking companies listed in BEI period 2010-2013). Journal of Accounting, 2(2), 1–17.

Doğan, M. (2013). Does firm size affect the firm profitability? Evidence from Turkey. Research Journal of Finance and Accounting, 4(4), 53–60.

Fama, E. F., & Jensen, M. C. (2019). Separation of ownership and control. Corporate Governance: Values, Ethics and Leadership, 163–188. https://doi.org/10.1086/467037

Garanina, T., & Muravyev, A. (2021). The gender composition of corporate boards and firm performance: Evidence from Russia. Emerging Markets Review, 48, 100772. https://doi.org/10.1016/j.ememar.2020.100772

Ghozali, I. (2011). Aplikasi analisis multivariate dengan program SPSS (Kelima). Universitas Diponegoro.

Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics. In A. E. Hilbert (Ed.), Introductory econometrics: A practical approach (5th ed.). McGraw-Hill.

Hasnawati, S. (2020). Board diversity and profitability in small-capitalization companies listed on the Indonesia Stock Exchange. IOSR Journal of Economics and Finance, 11(6), 55. https://doi.org/10.9790/5933-1106035563

Hillman, A. J., & Dalziel, T. (2003). Boards of directors and firm performance: Integrating agency and resource dependence perspectives. Academy of Management Review, 28(3), 383–396. https://doi.org/10.5465/AMR.2003.10196729

Horne, J. V., & Wachowicz, J. (2008). Fundamentals of financial management (13th ed.). Prentice Hall Financial Times.

Ikhsan, A., Khadafi, M., Noch, M., Paramitha, A., & Albra, W. (2019). The effect of capital adequacy ratio, financing to deposit ratio, non performing financing, operating expenses, operating income and good corporate governance towards the profitability of Islamic banking listed in Bank of Indonesia. ICOFEB. https://doi.org/10.4108/eai.12-11-2018.2288834

Jensen, M., & Meckling, W. (1976). Theory of the firm: Managerial behavior, agency costs, and ownership structure. In The economic nature of the firm: A reader, Third Edition (pp. 283–303). https://doi.org/10.1017/CBO9780511817410.023

Juniarti, J., & Hariyanto, L. (2014). Pengaruh family control, firm size, firm risk, firm age terhadap profitabilitas dan nilai perusahaan pada sektor keuangan. Business Accounting Review, 2(1), 141–150.

Kasmir. (2017). Bank dan lembaga keuangan lainnya (Revisi 201). PT. Raja Grafindo Persada.

Kusuma, S. Y., Sudarman, S., & Arumsari, V. (2021). Can board of directors diversity and monitoring intensity improve bank profitability? Performance, 28(01), 26. https://doi.org/10.20884/1.jp.2021.28.01.3697

Li, H., & Chen, P. (2018). Board gender diversity and firm performance: The moderating role of firm size. Business Ethics, 27(4), 294–308. https://doi.org/10.1111/beer.12188

Mawardi, W. (2005). Analisis faktor-faktor yang mempengaruhi kinerja keuangan bank umum di Indonesia. Jurnal Bisnis Dan Strategi, 14(1), 83–93.

Mishra, R. K., & Jhunjhunwala, S. (2013). Diversity and the effective corporate board. In Diversity and the effective corporate board. https://doi.org/10.1016/C2012-0-06237-0

Oktavianus, C. (2016). Non performing loan dan net interest margin terhadap profitabilitas perusahaan perbankan di Bursa Efek Indonesia. Jurnal Katalogis, 4(6), 1–12.

Pasaribu, P., Masripah, M., & Mindosa, B. (2019). Gender diversity in the boardroom: Evidence from Indonesia listed firms. Economics and Finance in Indonesia, 65(1), 1–27. https://doi.org/10.47291/efi.v65i1.597

Pinasti, F. W., & Mustikawati, R. I. (2018). Pengaruh CAR, BOPO, NPL, NIM, dan LDR terhadap profitabilitas bank umum periode 2011-2015. NOMINAL, 7(1). www.idx.co.id.

Priharta, A., Gani, N. A., Maulianza, M., & Uniyawati, U. (2023). The effect of corporate governance and net interest margin on profitability and its implications on firm value. International Journal of Multidisciplinary Research and Growth Evaluation, 4(5), 88–93.

Puspitasari, E., Sudiyatno, B., Aini, N., & Anindiansyah, G. (2021). The relationship between net interest margin and return on asset: Empirical study of conventional banking in Indonesia. Academic Journal of Interdisciplinary Studies, 10(3), 362–374. https://doi.org/10.36941/AJIS-2021-0090

Rahayu. (2020). Kinerja keuangan perusahaan. Angewandte Chemie International Edition, 6(11), 951–952. Universitas Prof. Moestopo.

Rahmat, A. M., & Musnadi, S. (2014). Pengaruh capital adequacy ratio, biaya operasional pendapatan operasional, non-performing loan, net interest margin dan loan to deposit ratio terhadap profitabilitas bank (studi pada bank persero di Indonesia periode 2002-2013). Akuntansi, 3(2302–0164), 85–93. http://jurnal.unsyiah.ac.id/JAA/article/view/4427

Rajan, R. G., & Zingales, L. (2009). Financial dependence and growth: Further evidence. Applied Economics Letters, 16(3), 325–330. https://doi.org/10.1080/13504850601018452

Rinnaya, I. Y., Andini, R., & Oemar, A. (2016). Pengaruh profitabilitas, rasio aktivitas, keputusan pendanaan keputusan investasi terhadap nilai perusahaan (studi empiris pada perusahaan manufaktur yang terdaftar di BEI tahun 2010-2014). Journal of Accounting, 2(2), 1–18. http://jurnal.unpand.ac.id/index.php/AKS/article/view/438/425

Sari, L., & Fitri, H. Y. (2022). Pendapatan operasional (BOPO) terhadap return on assets (ROA) pada bank BUMN yang terdaftar di Bursa Efek Indonesia. Jurnal Inovasi Penelitian, 3(5), 6389–6400. https://stp-mataram.e-journal.id/JIP/article/view/2090

Sari, M., Salfadri, & Meyla, D. N. (2022). Pengaruh non-performing loan dan net interest margin terhadap return on assets (ROA) pada perbankan yang terdaftar di Bursa Efek Indonesia tahun 2015-2018. Pareso Jurnal: Jurnal Pengembangan Ilmu Akuntansi & Keuangan, 4(3), 705–718.

Singla, B. K. (2011). Does firm size affect profitability? An empirical inquiry. Paradigm, 15(1 & 2), 18–25.

Suliyanti, N., & Damayanti, D. (2022). Faktor-faktor yang mempengaruhi profitabilitas pada perusahaan property dan real estate di Bursa Efek Indonesia. Jurnal Ilmiah Fokus Ekonomi, Manajemen, Bisnis dan Akuntansi, 1(2), 244–254.

Surtikanti, S., Saepudin, A., Arizona, Y., & Anggadini, S. D. (2022). The influence of capital adequacy ratio (CAR) and net interest margin (NIM) on profitability (survey on foreign exchange commercial banks listed in Indonesia Stock Exchange the year 2011-2015). Indonesian Journal of Economics, Social, and Humanities, 4(2), 111–122. https://doi.org/10.31258/ijesh.4.2.111-122

Swandayani, D. M., & Kusumaningtias, R. (2012). Pengaruh inflasi, suku bunga, nilai tukar valas dan jumlah uang beredar terhadap profitabilitas pada perbankan syariah di Indonesia periode 2005-2009. AKRUAL: Jurnal Akuntansi, 3(2), 147. https://doi.org/10.26740/jaj.v3n2.p147-166

Syofyan, S. (2002). Pengaruh struktur pasar terhadap kinerja perbankan di Indonesia. Media Riset Bisnis & Manajemen, 2(3), 194–219.

Tahu, G. P., Dewi, N. L. G. S., & Gunadi, I. G. N. B. (2023). The influence of capital adequacy ratio (CAR), non-performing loan (NPL), and loan to deposit ratio (LDR) on profitability in banking companies on the Indonesia Stock Exchange. International Journal of Multidisciplinary Research and Analysis, 6(1), 184–192. https://doi.org/10.47191/ijmra/v6-i1-23

Thornton, G. (2017). Women in business: New perspectives on risk and reward. Singapore: International Business Report.

Vijaykumar, A., & Sridevi, S. (2018). Does the firm size matter? An empirical enquiry into the performance of Indian manufacturing firms. SSRN Electronic Journal, 9(2), 42–54. https://doi.org/10.2139/ssrn.1300293

Widarjono, A. (2018). Ekonometrika (5th ed.). Sleman: UPP STIM YKPN.

Widiastari, P. A., & Yasa, G. W. (2018). Pengaruh profitabilitas, free cash flow, dan ukuran perusahaan pada nilai perusahaan. E-Jurnal Akuntansi, 23, 957. https://doi.org/10.24843/eja.2018.v23.i02.p06

Winata, R. A., & Iryanto, B. W. (2018). Pengaruh board diversity terhadap nilai perusahaan yang dimoderasi oleh risiko bisnis pada perusahaan manufaktur yang terdaftar di Bursa Efek Indonesia (BEI) periode 2016-2018. Kwik Kian Gie School of Business, 1–20.

Wirawan, J., & Willim, A. P. (2023). The effect of board diversity and financial stability on financial performance of banking sector in Indonesian Stock Exchange. Journal of Asian Multicultural Research for Economy and Management Study, 4(4), 8–18.

Wisudanto, & Fikri, M. J. A. (2023). Diversitas gender, risiko, dan profitabilitas dalam sistem perbankan. JPEKA: Jurnal Pendidikan Ekonomi, Manajemen dan Keuangan, 7(2), 127–142. https://doi.org/10.26740/jpeka.v7n2.p127-142

Yahaya, O. A. (2019). Board characteristics and profitability. Financial Markets, Institutions, and Risks, 3(1), 115–130.