A Comparative Analysis of the Effect of Tax Planning, Profitability, and Leverage on Earnings Management in Financial Sector Companies Listed on the Indonesia Stock Exchange and Bursa Malaysia during 2020–2024
DOI:
https://doi.org/10.55927/crypto.v5i1.16725Keywords:
Tax Planning, Profitability, Leverage, Earnings Management, Financial Sector.Abstract
This study aims to examine the effects of tax planning, profitability, and leverage on earnings management in financial sector companies listed on the Indonesia Stock Exchange and Bursa Malaysia during 2020–2024. The sample was selected using a purposive sampling technique, resulting in 63 companies with a total of 316 firm-year observations. Panel data regression analysis was conducted using EViews software, preceded by stationarity tests, cointegration tests, and classical assumption tests. The findings reveal that tax planning has a negative and significant effect on earnings management. Profitability does not have a significant impact on earnings management. Meanwhile, leverage has a positive and significant effect on earnings management. These results suggest that tax planning strategies and debt utilization are important determinants of earnings management practices among financial sector companies in Indonesia and Malaysia
Downloads
References
Adeneye, Y., & Kammoun, I. (2022). Real earnings management and capital structure: Does environmental, social and governance (ESG) performance matter? Cogent Business & Management, 9(1), 2130134. https://doi.org/10.1080/23311975.2022.2130134
Ado, A., Abdullahi, M., & Musa, S. (2020). The financial determinants of earnings management and the profitability of listed companies in Nigeria. Journal of Critical Reviews, 7(9), 31–36. https://doi.org/10.31838/jcr.07.09.06
Arkhangelsky, D., Imbens, G. W., Lei, L., & Luo, X. (2024). Design-robust two-way fixed-effects regression for panel data. Quantitative Economics, 15(4), 999–1034. https://doi.org/10.3982/QE1962
Badertscher, B. A. (2011). Overvaluation and the substitution between tax avoidance and earnings management. Contemporary Accounting Research, 28(1), 267–296. https://doi.org/10.1111/j.1911-3846.2010.01052.x
Baltagi, B. H. (2021). Econometric analysis of panel data (6th ed.). Springer.
Baltagi, B. H., & Wu, P. X. (2015). Tests for normality in linear panel-data models. The Stata Journal, 15(3), 822–832. https://doi.org/10.1177/1536867X1501500314
Barry, A., Oualkacha, K., & Charpentier, A. (2023). Alternative fixed-effects panel model using weighted asymmetric least squares regression. Statistical Methods & Applications, 32, 819–841. https://doi.org/10.1007/s10260-023-00692-3
Camelia, M., & Hartani, R. (2021). Pengaruh firm size, profitability, leverage, dan tax planning terhadap earnings management. Journal of Comprehensive Science, 2(1), 2348–2360.
Chen, S., Chen, X., Cheng, Q., & Shevlin, T. (2021). Are family firms more tax aggressive than non-family firms? Journal of Financial Economics, 140(1), 213–238. https://doi.org/10.1016/j.jfineco.2020.08.012
Chen, X., Liu, Y., & Wang, Z. (2021). Earnings management, managerial optimism, and IPO valuation. Journal of Corporate Finance, 68, 101945. https://doi.org/10.1016/j.jcorpfin.2021.101945
Chen, Y., Niu, F., & Zeng, T. (2025). Tax planning and earnings management: Their impact on earnings persistence. Journal of Applied Accounting Research, 26(2), 412–432. https://doi.org/10.1108/JAAR-02-2024-0071
Dang, H. N., & Pham, C. D. (2022). The effects of earning quality on sustainable reports: An empirical study from Vietnam. Economic Research-Ekonomska Istraživanja, 35(1), 6705–6722. https://doi.org/10.1080/1331677X.2022.2053360
De Vries, A., Van de Wiel, M. A., & Van der Schoot, M. (2018). Linear regression and the normality assumption. Journal of Clinical Epidemiology, 98, 146–151. https://doi.org/10.1016/j.jclinepi.2017.12.006
Erawati, T., & Yung, S. (2021). Pengaruh leverage, profitabilitas, beban pajak tangguhan, dan perencanaan pajak terhadap manajemen laba pada perusahaan manufaktur sektor industri dasar dan kimia yang terdaftar di Bursa Efek Indonesia. Jurnal Riset Perpajakan, 4(2), 114–128.
Erlina, Atmanegara, A. W., & Nasution, M. I. (2023). Metodologi penelitian. Al-Hayat.
Ghozali, I., & Ratmono, D. (2017). Analisis multivariat dan ekonometrika: Teori, konsep, dan aplikasi dengan EViews 10. Badan Penerbit Universitas Diponegoro.
Gündüz, M. (2025). The impact of tax accounting and planning on earnings management: Evidence from panel ARDL approach. PLoS ONE, 20(11), e0336911. https://doi.org/10.1371/journal.pone.0336911
He, Z., & Tang, J. (2023). Deleveraging policy, leverage management, and firms' aggressive tax planning. Asia-Pacific Journal of Accounting & Economics. https://doi.org/10.1080/16081625.2023.2190663
Kaldonski, M., & Jewartowski, T. (2020). Do firms use real earnings management care about taxes? Evidence from a high book-tax conformity country. Finance Research Letters, 35, 101351. https://doi.org/10.1016/j.frl.2019.101351
Kennedy, P., Franstitus, T., & Tobing, E. G. (2023). The effect of tax planning on earnings management. Asia Pacific Fraud Journal, 8(2), 311–326. https://doi.org/10.21532/apfjournal.v8i2.298
Kim, J. B., Yi, C. H., & Sohn, B. C. (2020). Earnings management by controlling shareholders who plan stock gifts: Evidence from Korea. Journal of Business Finance & Accounting, 47(9–10), 1221–1254. https://doi.org/10.1111/jbfa.12459
Koenker, R., & Machado, J. A. F. (2020). On the unbiased asymptotic normality of quantile regression with fixed effects. Journal of Econometrics, 218(1), 161–183. https://doi.org/10.1016/j.jeconom.2020.03.007
Larassati, M., Subiyanto, B., & Septiani, M. (2024). Pengaruh profitabilitas, leverage, dan tax planning terhadap manajemen laba dengan komite audit sebagai variabel moderasi. Journal of Economic Business and Accounting, 7(3), 5378–5384. https://doi.org/10.31539/costing.v7i3.8351
Le, L. Q. (2020). The influence of audit quality on real earnings management: Do leverage and cash flow matter? Journal of Economics and Development, 27(2), 144–157. https://doi.org/10.1108/JED-11-2019-0055
Le Gallo, J., & Sénégas, M. A. (2023). On the proper computation of the Hausman test statistic in standard linear panel data models: Some clarifications and new results. Econometrics, 11(4), Article 25. https://doi.org/10.3390/econometrics11040025
Lanis, R., & Richardson, G. (2012). The effect of board of director composition on corporate tax aggressiveness. Journal of Accounting and Public Policy, 31(1), 50–70. https://doi.org/10.1016/j.jaccpubpol.2011.08.005
Ningrum, T., & Mahroji. (2023). Pengaruh leverage, profitabilitas, dan perencanaan pajak terhadap manajemen laba. Jurnal Ilmiah Global, 4(4), 2553–2565.
Prieto, A., Paredes, A., & Zamora-Ramírez, C. (2020). Effect of leverage on real earnings management: Evidence from Korea. Sustainability, 12(23), 10074. https://doi.org/10.3390/su122310074
Putra, A. A., & Rahman, F. (2022). Exploring the intricacies of tax planning: A novel insight from the Indonesian context. Cogent Business & Management, 9(1), 2112816. https://doi.org/10.1080/23311975.2022.2112816
Pratama, A., & Sari, D. P. (2024). Corporate governance, tax avoidance and earnings management: Family CEO vs non-family CEO managed companies in Indonesia. Cogent Business & Management, 11(1), 2312972. https://doi.org/10.1080/23311975.2024.2312972
Rizki, N., & Baraja, L. (2022). Pengaruh leverage, profitability, sales growth, firm size, dan tax planning terhadap earnings management. Jurnal Ekonomi Trisakti, 2(2), 305–318.
Smith, S. G., & Richardson, A. (2024). Testing for normality: A user's (cautionary) guide. Laboratory Animal Research, 40(1), 25. https://doi.org/10.1186/s42826-024-00207-8
William, R., & Widjaja, I. (2023). Pengaruh tax planning, kepemilikan institusional, dan leverage terhadap manajemen laba dengan profitabilitas sebagai variabel mediasi. Jurnal Manajemen Bisnis dan Kewirausahaan, 8(2), 282–292.
Wooldridge, J. M. (2021). Econometric analysis of cross section and panel data (3rd ed.). MIT Press.
Yuan, K., Zeng, D., Yuan, X., & Lan, F. (2022). Real earnings management, manipulation incentives and accounting conservatism: Evidence from China. Emerging Markets Finance and Trade, 58(4), 939–951. https://doi.org/10.1080/1540496X.2020.1852927
Yum, M. (2022). Model selection for panel data models with fixed effects: A simulation study. Applied Economics Letters, 29(19), 1776–1783. https://doi.org/10.1080/13504851.2021.1962505
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Feby Fitriani Yolanda Siagian, Iskandar Muda, Rina Br. Bukit

This work is licensed under a Creative Commons Attribution 4.0 International License.


















