Tax avoidance, leverage, audit quality, and earnings management: the moderating role of firm size in mining companies listed on the indonesia stock exchange 2020-2024
DOI:
https://doi.org/10.58524/jasme.v6i3.1474Keywords:
Audit Quality, Earnings Management, Firm Size, Leverage, Tax AvoidanceAbstract
Background: Earnings are a central component of financial statements, yet managerial discretion may create opportunities for earnings management. Evidence on tax avoidance, leverage, audit quality, and earnings management remains mixed, especially in capital-intensive industries mining companies.
Aims: This study examines their associations and tests whether firm size moderates these relationships in Indonesian mining companies.
Methods: Using 70 firm-year observations from 14 Indonesia Stock Exchange (IDX)-listed mining companies during 2020-2024.
Result: ETR is negatively associated with discretionary accruals (β=-0.115674, p=0.0442). Because lower ETR indicates greater tax avoidance, the ETR-based result implies that greater tax avoidance is associated with higher earnings management. Leverage and the Big Four audit-quality proxy are not statistically significant. Firm size is positively associated with earnings management in the direct-effects model (β=0.140549, p=0.0203), but no interaction term is significant.
Conclusion: The study contributes context-specific mining-sector panel evidence by separating firm size's direct and moderating roles and by clarifying ETR direction. Findings are observational and limited by the purposive sample, proxy choices, and unverified robustness extensions.
References
Abu Afifa, M. M., Saleh, I. H., & Haniah, F. F. (2021). Does earnings management mediate the relationship between audit quality and company performance? evidence from Jordan. Journal of Financial Reporting and Accounting, 21(3), 747–774. https://doi.org/10.1108/JFRA-08-2021-0245
Ali, S. M., Norhashim, M., & Jaffar, N. (2024). Tax avoidance and earnings management in Malaysian firms: Impact of tax incentives. Bangladesh Journal of Multidisciplinary Scientific Research, 9(2), 30–44. https://doi.org/10.46281/bjmsr.v9i2.2223
Alsaadi, A. (2025). Corporate social responsibility, financial leverage, and earnings management: Evidence from an emerging market. Borsa Istanbul Review, 25(5), 1038–1051. https://doi.org/10.1016/j.bir.2025.06.005
Astriah, S. W., Trinanda Akbar, R., & Apriyanti, E. (2021). Pengaruh ukuran perusahaan, profitabilitas dan leverage terhadap manajemen laba. Jurnal Akuntansi, 10(2), 387–401. https://doi.org/10.37932/ja.v10i2.437
Bansal, M. (2023). Earnings management: A three-decade analysis and future prospects. Journal of Accounting Literature, 46(4), 630–670. https://doi.org/10.1108/JAL-10-2022-0107
Basuki, A. T., & Prawoto, N. (2016). Analisis regresi dalam penelitian ekonomi & bisnis : dilengkapi aplikasi SPSS & Eviews. PT Rajagrafindo Persada.
Chakraborty, I., Leone, A. J., Minutti-Meza, M., & Phillips, M. A. (2022). Financial statement complexity and bank lending. The Accounting Review, 97(3), 155–178. https://doi.org/10.2308/TAR-2019-0411
Chowdhury, S. N., & Eliwa, Y. (2021). The impact of audit quality on real earnings management in the UK context. International Journal of Accounting and Information Management, 29(3), 368–391. https://doi.org/10.1108/IJAIM-10-2020-0156
Christensen, T. E., Huffman, A., Lewis-Western, M. F., & Scott, R. (2022). Accruals earnings management proxies: Prudent business decisions or earnings manipulation? Journal of Business Finance & Accounting, 49(3-4), 536-587 https://doi.org/10.1111/jbfa.12585
Dechow, P. M., Sloan, R. G., & Sweeney, A. P. (1995). Detecting earnings management. The Accounting Review, 70(2), 193–225. https://doi.org/10.2308/TAR-9505096112
Dinata, & Asqolani, A. (2024). Economics and finance in Indonesia the effect of tax avoidance , tax rate change , and sustainability disclosure on earnings management the effect of tax avoidance , tax rate change , and sustainability disclosure on earnings management. Review of Integrative Business and Economics Research, 70(1). https://doi.org/10.47291/efi.2024.03
Drake, K. D., Goldman, N. C., Lusch, S. J., & Schmidt, J. J. (2024). Disclosure of tax-related critical audit matters and tax-related outcomes. Contemporary Accounting Research, 41(2), 719–747. https://doi.org/10.1111/1911-3846.12920
Duong Thi, C. (2023). Audit quality, institutional environments, and earnings management: An empirical analysis of new listings. SAGE Open, 13(2), 1–22. https://doi.org/10.1177/21582440231180672
Eksandy, A. (2018). Metode penelitian untuk akuntansi dan manajemen. Fakultas Ekonomi dan Bisnis.
Flagmeier, V., Müller, J., & Sureth-Sloane, C. (2023). When do firms highlight their effective tax rate? Accounting and Business Research, 53(1), 1-37 https://doi.org/10.1080/00014788.2021.1958669
Floropoulos, S., Tsipouridou, M., & Spathis, C. (2025). Financial reporting quality in Greece: The role of Book-Tax differences and capital controls. Accounting in Europe, 0(0), 1–25. https://doi.org/10.1080/17449480.2025.2588262
Gerged, A. M., Albitar, K., & Al-Haddad, L. (2023). Corporate environmental disclosure and earnings management: The moderating role of corporate governance structures. International Journal of Finance & Economics, 28(3), 2789–2810. https://doi.org/10.1002/ijfe.2564
Ghose, B., Borgohain, J., & Laskar, N. (2025). The influence of financial leverage on accrual-based earnings management: Insights from listed indian firms. Managerial Finance, 52(6), 1098–1114. https://doi.org/10.1108/MF-05-2025-0322
Githaiga, P. N., Muturi Kabete, P., & Caroline Bonareri, T. (2022). Board characteristics and earnings management. Does firm size matter? Cogent Business & Management, 9(1), 2088573. https://doi.org/10.1080/23311975.2022.2088573
Greusard, O. (2022). Accrual-Based earnings management and regulation: A literature review. Accounting Perspectives, 21(4), 539–580. https://doi.org/10.1111/1911-3838.12319
Hardiyanti, W., Kartika, A., & Sudarsi, S. (2022). Analisis profitabilitas, ukuran perusahaan, leverage dan pengaruhnya terhadap manajemen laba perusahaan manufaktur. Owner, 6(4), 4071–4082. https://doi.org/10.33395/owner.v6i4.1035
Hussain, A., Akbar, M., Khan, M. K., Sokolová, M., & Akbar, A. (2022). The interplay of leverage, financing constraints and real earnings management: A panel data approach. Risks, 10(6). https://doi.org/10.3390/risks10060110
Häkkinen, H. (2026). Discretionary accrual modeling and earnings: A systematic review. Management Review Quarterly. https://doi.org/10.1007/s11301-026-00609-w
Indarti, M. G. K., & Widiatmoko, J. (2021). The effects of earnings management and audit quality on cost of equity capital: Empirical evidence from Indonesia. Journal of Asian Finance, Economics and Business, 8(4), 769–776. https://doi.org/10.13106/jafeb.2021.vol8.no4.0769
Joe, S., & Ginting, S. (2022). The influence of firm size, leverage, and profitability on earnings management. Jurnal Ilmiah Akuntansi Kesatuan, 10(3), 567–574. https://doi.org/10.37641/jiakes.v10i3.1505
Kristiana, U. E., & Rita, M. R. (2021). Leverage, ukuran perusahaan, dan siklus hidup perusahaan terhadap manajemen laba. AFRE (Accounting and Financial Review), 4(1), 54–64. https://doi.org/10.26905/afr.v4i1.5802
Lee, H.-A. (2026). Does tax avoidance foster or hinder intellectual capital? empirical evidence from Korean listed firms. Journal of Intellectual Capital, 1-22. https://doi.org/10.1108/JIC-06-2025-0249
Muhtaseb, H., Paz, V., Tickell, G., & Chaudhry, M. (2024). Leverage, earnings management and audit industry specialization: The case of palestinian-listed companies. Asian Journal of Accounting Research, 9(1), 78–93. https://doi.org/10.1108/AJAR-07-2023-0220
Mutha, A., Bansal, S., & Guide, V. D. R. (2021). Managing the Inter‐Functional tension between accounting‐ and Financial‐Profits in remanufacturing Multiple‐Usecycle products. Production and Operations Management, 30(9), 2993–3014. https://doi.org/10.1111/poms.13414
Muttakin, M. B., Mihret, D., Lemma, T. T., & Khan, A. (2020). Integrated reporting, financial reporting quality and cost of debt. International Journal of Accounting and Information Management, 28(3), 517–534. https://doi.org/10.1108/IJAIM-10-2019-0124
Nguyen, T. T. H., Ibrahim, S., & Giannopoulos, G. (2022). Detecting earnings management: A comparison of accrual and real earnings manipulation models. Journal of Applied Accounting Research, 24(2), 344–379. https://doi.org/10.1108/JAAR-08-2021-0217
Rahman, H. U., Zahid, M., Khan, P. A., Al-Faryan, M. A. S., & Hussainey, K. (2024). Do corporate sustainability practices mitigate earnings management? the moderating role of firm size. Business Strategy and the Environment, 33(6), 5423–5444. https://doi.org/10.1002/bse.3754
Schwab, C. M., Stomberg, B., & Xia, J. (2022). What determines effective tax rates? the relative influence of tax and other factors. Contemporary Accounting Research, 39(1), 459–497. https://doi.org/10.1111/1911-3846.12720
Setiowati, D. P., Salsabila, N. T., & Eprianto, I. (2023). Pengaruh ukuran perusahaan, leverage, dan profitabilitas terhadap manajemen laba. Jurnal Economina, 2(8), 2137–2146. https://doi.org/10.55681/economina.v2i8.724
Shakespeare, C. (2020). Reporting matters: The real effects of financial reporting on investing and financing decisions. Accounting and Business Research, 50(5), 425–442. https://doi.org/10.1080/00014788.2020.1770928
Sihombing, P. R. (2020). Regresi data panel: Teori, konsep dan implementasi dengan Eviews dan Stata. Deepublish.
Sitanggang, R. P., Karbhari, Y., Matemilola, B. T., & Ariff, M. (2019). Audit quality and real earnings management: Evidence from the UK manufacturing sector. International Journal of Managerial Finance, 16(2), 165–181. https://doi.org/10.1108/IJMF-03-2018-0095
Suttipun, M. (2023). ESG performance and corporate financial risk of the alternative capital market in Thailand. Cogent Business & Management, 10(1), 2168290. https://doi.org/10.1080/23311975.2023.2168290
Tanko, U. M., Siyanbola, A. A., Bako, P. M., & Dotun, O. V. (2021). Capital structure and firm financial performance: Moderating effect of board financial literacy in Nigerian listed Non-Financial companies. Journal of Accounting Research, Organization and Economics, 4(1), 48–66. https://doi.org/10.24815/jaroe.v4i1.18322
Thayyib, P. V. (2025). Tax avoidance strategies under radar: Policy considerations on U.S. multinational corporations operating in emerging markets. Cogent Business & Management, 12(1), 2507236. https://doi.org/10.1080/23311975.2025.2507236
Williams, B., & Williams, B. M. (2021). Real effects of financial reporting on innovation: Evidence from tax law and accounting standards. The Accounting Review, 96(6), 397–425. https://doi.org/10.2308/TAR-2018-0582
Yang, J., Lin, Z., He, L., & Wang, A. (2026). Artificial intelligence and accounting information quality: Causal inference based on double machine learning. Journal of Risk and Financial Management, 19(9). https://doi.org/10.3390/jrfm19090710
Yuliana, A. N., Nuryati, T., Rossa, E., & Marinda Machdar, N. (2023). Pengaruh perencanaan pajak, beban pajak tangguhan, dan penghindaran pajak terhadap manajemen laba. SINOMIKA Journal: Publikasi Ilmiah Bidang Ekonomi Dan Akuntansi, 2(1), 55–64. https://doi.org/10.54443/sinomika.v2i1.986
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