Article Details
Vol. 2 No. 4 (2026): April
Earnings Management Indications in Late Financial Reporting: Evidence from Consumer Cyclicals Sector Companies on the Indonesia Stock Exchange
Abstract
Purpose: This study aims to investigate whether earnings management, as measured by the Beneish M-Score, differs significantly between on-time and late-reporting consumer cyclical sector companies listed on the Indonesia Stock Exchange (IDX).
Research Methodology: A quantitative comparative design was employed using 76 firm-year observations (38 on-time and 38 late reporters) from 2020 to 2024. Timeliness was classified based on the OJK regulatory deadline, and earnings management was measured using the eight-component Beneish M-score. The Mann-Whitney U test was used for hypothesis testing, and robustness was assessed via logarithmic data transformation.
Results: Late reporters had significantly higher aggregate M-scores (p < 0.05), with 86.84% classified as likely manipulators, compared to 63.16% of on-time reporters. Descriptive trends showed higher DSRI, GMI, TATA, and LVGI in late reporters, although no significant differences were observed in the individual components. TATA became significant after logarithmic transformation, indicating its sensitivity to distributional adjustments.
Conclusions: The findings suggest a strong association between delayed reporting and earnings-manipulation risk. Regulators, auditors, and investors should use the Beneish M-Score as an early warning indicator of potential earnings management in companies that report late.
Limitations: The sample is limited to the consumer cyclicals sector, and the Beneish M-score captures only accrual-based earnings management. The binary classification of reporting timeliness may overlook the varying degrees of delay.
Contributions: This study provides new empirical evidence on the relationship between financial reporting timeliness and earnings quality in Indonesia, offering insights for market practitioners and regulators.
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References
- Alfadhael, S. A., & Jarraya, B. (2021). Earnings management and its applications in Saudi Arabia context: Conceptual framework and literature review. Accounting, 7(5), 993-1008. doi:https://doi.org/10.5267/j.ac.2021.3.009
- Aljifri, K., & Elrazaz, T. (2024). Effect of earnings management on earnings quality and sustainability: evidence from gulf cooperation council distressed and non-distressed companies. Journal of Risk and Financial Management, 17(8), 348. doi:https://doi.org/10.3390/jrfm17080348
- Aryani, Y. A. (2020). Earnings management index, state ownership, industrial sectors, and timeliness of financial report in Indonesia. AKRUAL: Jurnal Akuntansi, 11(2), 53-65. doi:https://doi.org/10.26740/jaj.v11n2.p53-65
- Beneish, M. D. (1999). The detection of earnings manipulation. Financial analysts journal, 55(5), 24-36. doi:https://doi.org/10.2469/faj.v55.n5.2296
- Biehl, H., Bleibtreu, C., & Stefani, U. (2024). The real effects of financial reporting: Evidence and suggestions for future research. Journal of international accounting, auditing and taxation, 54, 100594. doi:https://doi.org/10.1016/j.intaccaudtax.2023.100594
- Bryan, D. B., & Mason, T. W. (2020). Earnings volatility and audit report lag. Advances in Accounting, 51(2), 100496. doi:https://doi.org/10.1016/j.adiac.2020.100496
- Çinko, L., Merter, A. K., Balc?o?lu, Y. S., Çerez, S., & Alata?, G. (2025). Weekdays vs. weekends: How reporting timing influences the sentiment of annual reports. Borsa Istanbul Review, 25(5), 1053-1067. doi:https://doi.org/10.1016/j.bir.2025.06.003
- CRIF. (2025). Indonesia’s Retail Sector: Resilient Growth Amid Digital Transformation. Retrieved from https://www.id.crifasia.com/resources/industry-insights/indonesia-s-retail-sector-resilient-growth-amid-digital-transformation/?utm_source=chatgpt.com
- Dechow, P. M., Sloan, R. G., & Sweeney, A. P. (1995). Detecting earnings management. Accounting review, 7(2), 193-225.
- Diab, A., & Hamdy, A. (2022). Discretionary accruals, financial reporting lag and the role of managerial ability: Evidence from a developing market. Journal of Positive Psychology and Wellbeing, 6(2), 657-673.
- Fiechter, P., & Wallmeier, M. (2026). Estimating discretionary accruals in the cross-section of firms: a reinterpretation of the Jones model and its variants. Accounting Open, 2, 1-15.
- Flayyih, H. H., & Khiari, W. (2022). A comparative study to reveal earnings management in emerging markets: Evidence from Tunisia and Iraq. International Journal of Professional Business Review: Int. J. Prof. Bus. Rev., 7(5), 1-18. doi:https://doi.org/10.26668/businessreview/2022.v7i5.815
- Freeman, R. E. (2010). Strategic management: A stakeholder approach: Cambridge university press.
- Ghozali, I. (2021). Aplikasi analisis multivariate dengan program IBM SPSS 26 edisi 10. Semarang: Badan Penerbit Universitas Diponegoro.
- Hugo, J. (2019). Efektivitas model beneish M-score dan model F-score dalam mendeteksi kecurangan laporan keuangan. Jurnal Muara Ilmu Ekonomi Dan Bisnis, 3(1), 165-175. doi:https://doi.org/10.24912/jmieb.v3i1.2296
- Inawati, W., & Azizah, A. (2024). Determinants of financial reporting timeliness: A study of Indonesian consumer cyclicals companies. Jurnal Dinamika Akuntansi Dan Bisnis, 11(1), 33-50. doi:https://doi.org/10.24815/jdab.v11i1.31016
- Jones, J. J. (1991). Earnings management during import relief investigations. Journal of Accounting Research, 29(2), 193-228. doi:https://doi.org/10.2307/2491047
- Khatun, A., Ghosh, R., & Kabir, S. (2022). Earnings manipulation behavior in the banking industry of Bangladesh: the strategical implication of Beneish M-score model. Arab Gulf Journal of Scientific Research, 40(3), 302-328. doi:https://doi.org/10.1108/AGJSR-03-2022-0001
- Kim, M. P., Pierce, S. R., & Yeung, I. (2021). Why firms announce good news late: earnings management and financial reporting timeliness. Contemporary Accounting Research, 38(4), 2691-2722. doi:https://doi.org/10.1111/1911-3846.12695
- Li, X., Yan, Y.-C., & Zhou, H. (2026). Audit delay and accruals-based earnings management: evidence from an emerging market. Asian Review of Accounting, 34(1), 217-244. doi:https://doi.org/10.1108/ARA-04-2024-0122
- Mappadang, A., Wijaya, A. M., & Mappadang, L. J. (2022). Financial performance, company size on the timeliness of financial reporting. Annals of Management and Organization Research, 2(4), 225-235. doi:https://doi.org/10.35912/amor.v2i4.975
- Marais, A., Vermaak, C., & Shewell, P. (2023). Predicting financial statement manipulation in South Africa: A comparison of the Beneish and Dechow models. Cogent Economics & Finance, 11(1), 2190215. doi:https://doi.org/10.1080/23322039.2023.2190215
- Miles, S., & Miles, S. (2019). Stakeholder Theory and Accounting. The Cambridge handbook of stakeholder theory, 173, 271. doi:https://doi.org/10.1017/9781108123495.011
- Narsa, N. P. D. R. H., Afifa, L. M. E., & Wardhaningrum, O. A. (2023). Fraud triangle and earnings management based on the modified M-score: A study on manufacturing company in Indonesia. Heliyon, 9(2), 1-14. doi:https://doi.org/10.1016/j.heliyon.2023.e13649
- Ozkan, S., & Alfarhan, L. (2025). Earnings manipulation and cash holdings: a Beneish M-score analysis in G7 nations. Cogent Business & Management, 12(1), 2502542. doi:https://doi.org/10.1080/23311975.2025.2502542
- Petropoulos, F., Akkermans, H., Aksin, O. Z., Ali, I., Babai, M. Z., Barbosa-Povoa, A., . . . Brammer, S. (2026). Operations & supply chain management: principles and practice. International Journal of Production Research, 64(1), 330-513. doi:https://doi.org/10.1080/00207543.2025.2555531
- Pratiwi, R. A., Wibowo, M., & Mubarok, F. (2025). Factors influencing the timeliness of financial reporting with the mediation of earnings management. DeReMa (Development Research of Management): Jurnal Manajemen, 20(1), 70-93. doi:https://doi.org/10.19166/derema.v20i1.9162
- Putra, I. L., Junus, M., & Maulana, N. (2026). Earnings quality and financial performance in state-owned and private firms: A comparative analysis. International Journal of Applied Business (TIJAB), 10(1), 1. doi:https://doi.org/10.20473/tijab.v10.I1.2026.60772
- Rigamonti, A. P., Greco, G., Pierotti, M., & Capocchi, A. (2024). Macroeconomic uncertainty and earnings management: evidence from commodity firms. Review of Quantitative Finance and Accounting, 62(4), 1615-1649. doi:https://doi.org/10.1007/s11156-024-01246-8
- Scott, W. R. (2015). Financial accounting theory: Pearson.
- Suwardi, A. D., & Riyadi, S. (2024). The effect of financial performance targets and financial stability on financial report fraud practices with independent commissioners as moderating variables (Empirical study on companies’ sector consumer goods industry period 2018 - 2022). Global Academy of Business Studies, 1(1), 71-92. doi:https://doi.org/10.35912/gabs.v1i1.3575
- Sylwestrzak, M. (2022). Application of the beneish model on the Warsaw stock exchange. Journal of Banking and Financial Economics, 18(2), 5-16. doi:https://doi.org/10.7172/2353-6845.jbfe.2022.2.1
- Tömöri, G., Erdey, L., & Szekeres, A. (2025). Earnings manipulation in transition to IFRS in the pharmaceutical and energy industries–the Hungarian case. Journal of International Studies, 18(1), 130-144. doi:https://doi.org/10.14254/2071-8330.2025/18-1/8
- Verrel, C., & Setyawan, I. R. (2025). Financial distress, cash holding, and its effect on earnings management with internal control as a moderator. International Journal of Financial, Accounting, and Management, 7(3), 407-417. doi:https://doi.org/10.35912/ijfam.v7i3.2914
- Watts, R. L., & Zimmerman, J. L. (1990). Positive accounting theory: a ten year perspective. Accounting review, 131-156.