The role of firm size in moderating the relationship between earnings management and financial performance: empirical evidence from the transportation and logistics sector
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Published: April 26, 2026
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Page: 33-40
Abstract
This study examines the relationship between earnings management and financial performance by distinguishing between accrual earnings management and real earnings management practices. In addition, this study investigates the moderating role of firm size in influencing the relationship between earnings management and financial performance. A quantitative approach was employed using secondary data obtained from 38 companies in the transportation and logistics sector listed on the Indonesia Stock Exchange during the 2019–2024 period, resulting in 138 firm-year observations. Data analysis was conducted using multiple linear regression and Moderated Regression Analysis (MRA) with SPSS software. The findings suggest that real earnings management has a positive effect on financial performance, indicating that operational adjustments may improve short-term financial outcomes. In contrast, accrual earnings management has a negative effect on financial performance, suggesting that accrual-based manipulation may reduce earnings quality and fail to reflect the firm’s actual economic condition. Furthermore, firm size does not moderate the relationship between accrual earnings management and financial performance. However, firm size strengthens the relationship between real earnings management and financial performance, indicating that larger firms have greater capacity to utilize operational strategies to influence reported performance. These findings contribute to the literature by highlighting the different implications of accrual and real earnings management for financial performance and emphasizing the contextual role of firm size. However, the results should be interpreted with caution due to the limited sample size, sector-specific focus, and the use of a single proxy for real earnings management.
- Accrual earnings management; Real earnings management; Firm size; Financial performance; Moderating effect

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- Al-Shattarat, B., Hussainey, K., & Al-Shattarat, W. (2022). The Impact Of Abnormal Real Earnings Management To Meet Earnings Benchmarks On Future Operating Performance. International Review Of Financial Analysis, 81, 1–46. Https://Doi.Org/10.1016/J.Irfa.2018.10.001
- Arizoni, S. S., & Ratnawati, V. (2020). The Effect Of Accrual Earnings Management, Real Earnings Management And Inventory Intensity Towards Tax Aggressivity: The Moderating Role Of Foreign Operation. Jurnal Ilmiah Akuntansi, 35(1), 35–47. Http://Www.Ejournal.Pelitaindonesia.Ac.Id/Ojs32/Index.Php/Bilancia/Index
- Ayisi, A. L., Wenfang, Z., Adu-Gyamfi, J., Sampene, A. K., & Charles, O. (2021). Accrual Earnings Management, Real Earnings Management And Firm Performance: A Panel Data Analysis. Epra International Journal Of Economics, Business And Management Studies (Ebms), 8(5), 37–47. Https://Doi.Org/10.36713/Epra1013|Sjif
- Benetyte, R., Gonenc, H., & Krusinskas, R. (2021). Corporate Governance Vs. Financial Performance For Intensity Of Innovation Investments. Sustainability (Switzerland), 13(9), 1–13. Https://Doi.Org/10.3390/Su13095014
- Boachie, C., & Mensah, E. (2022). The Effect Of Earnings Management On Firm Performance: The Moderating Role Of Corporate Governance Quality. International Review Of Financial Analysis, 83, 1–16. Https://Doi.Org/10.1016/J.Irfa.2022.102270
- Cnbcindonesia.Com. (2021). Deretan Skandal Lapkeu Di Pasar Saham Ri, Indofarma-Hanson!
- Dakhlallh, M. M., Rashid, N., Wan Abdullah, W. A., Qawqzeh, H. K., & Mustafa Dakhlallh, A. (2020). Accrual-Based Earnings Management, Real Earnings Management And Firm Performance: Evidence From Public Shareholders Listed Firms On Jordanian’s Stock Market. Journal Of Advanced Research In Dynamical And Control Systems, 12(1), 16–27. Https://Doi.Org/10.5373/Jardcs/V12i1/20201004
- Dao, T. T. B., & Le, X. M. (2022). Earnings Management, Corporate Governance And Firm Performance. Electronic Journal, 1–31. Https://Doi.Org/10.2139/Ssrn.4309173
- Dechow, P. M., Sloan, R. G., & Sweeney, A. P. (1995). Detecting Earnings Management. The Accounting Review, 7-(2), 193–225.
- Deegan, C. M. (2014). Financial Accounting Theory. Mcgraw-Hill Education (Australia).
- Dewi, S., & Wijaya, V. (2021). The Effect Of Earnings Management, Board Characteristics, And Firm Size To Firm Performance On Manufacturing Companies. The International Journal Of Business Review (The Jobs Review, 4(2), 155–164.
- Eisenhardt, K. M. (1989). Agency Theory: An Assessment And Review. Source: The Academy Of Management Review, 14(1), 57–74. Https://Www.Jstor.Org/Stable/258191
- Gajdosikova, D., Valaskova, K., & Durana, P. (2022). Earnings Management And Corporate Performance In The Scope Of Firm-Specific Features. Journal Of Risk And Financial Management, 15(10), 1–18. Https://Doi.Org/10.3390/Jrfm15100426
- Ghozali, I. (2022). Aplikasi Analisis Multivariete Dengan Program Ibm Spss 25 (9th Ed.). Badan Penerbit Universitas Diponegoro.
- Haryanto, H., Hartono, C., & Hesniati, H. (2025). Unlocking Profitability: How Csr Practices Drive Financial Performance Through Green Innovation. Jurnal Dinamika Akuntansi Dan Bisnis, 12(1), 21–40. Https://Doi.Org/10.24815/Jdab.V12i1.39531
- Hutabarat, F. (2021). Analisis Kinerja Keuangan Perusahaan. Desanta Publisher.
- Jones, J. J. (1991). Earnings Management During Import Relief Investigations. Source: Journal Of Accounting Research, 29(2), 193–228. Http://Www.Jstor.Orgurl:Http://Www.Jstor.Org/Stable/2491047http://Www.Jstor.Org/Page/Info/About/Policies/Terms.Jsp
- Khuong, N. V., Ha, N. T. T., & Thu, P. A. (2019). The Relationship Between Real Earnings Management And Firm Performance: The Case Of Energy Firms In Vietnam. International Journal Of Energy Economics And Policy, 9(2), 307–314. Https://Doi.Org/10.32479/Ijeep.7469
- 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
- Latrini, M. Y., & Budiasih, I. G. A. N. (2023). Budaya Tri Hita Karana Memoderasi Good Corporate Governance Pada Kinerja Keuangan Lembaga Perkreditan Desa. E-Jurnal Akuntansi, 33(1), 217. Https://Doi.Org/10.24843/Eja.2023.V33.I01.P16
- Lim, H., & Mali, D. (2023). An Analysis Of The Positive Effect Of Real Earnings Management On Financial Performance. Asian Review Of Accounting, 31(2), 284–316. Https://Doi.Org/Https://Doi.Org/10.1108/Ara-07-2022-0178
- Nathaly, F., & Yuniarwati, D. (2022). Pengaruh Ukuran Perusahaan, Leverage, Dan Profabilitas Terhadap Praktik Manajemen Laba. Jurnal Multiparadigma Akuntansi, 4(3), 1179–1186.
- Nurhasanah, I., & Chamalinda, K. N. L. (2025). Analisis Pengaruh Manajemen Laba, Struktur Modal, Dan Ukuran Perusahaan Terhadap Kinerja Keuangan Perusahaan Subsektor Makanan Dan Minuman. Journal Of Management, Accounting, And Administration, 1(4), 242–257. Https://Doi.Org/10.52620/Jomaa.V1i4.120
- Okoro, E. G., & Ihenyen, C. J. (2020). Does Earnings Management Exert Pressure On Firms’ Return On Assets And Equity? The Case Of Sub-Saharan Africa. Economic Horizons, 22(3), 221–233. Https://Doi.Org/10.5937/Ekonhor2003221o
- Purba, G. K., & Umboh, V. B. (2021). Earning Management Practices Of Family And Non-Family Entities. Jurnal Akuntansi Multiparadigma, 12(1), 81–94.
- Putri, M. M., Saebani, A., & Putra, A. M. (2020). Pengaruh Manajemen Laba Riil Terhadap Kinerja Perusahaan Setelah Konvergensi Ifrs. Jurnal Ilmiah Akuntansi Fakultas Ekonomi Jiafe, 6(1), 53–70. Https://Doi.Org/10.34204/Jiafe.V6i1.1848
- Roychowdhury, S. (2006). Earnings Management Through Real Activities Manipulation. Journal Of Accounting And Economics, 42(3), 335–370. Https://Doi.Org/10.1016/J.Jacceco.2006.01.002
- Schipper, K. (1989). Commentary On Earning Management. Accounting Horizon, 91–102.
- Scott, W. R. (2015). Financial Accounting Theory.
- Sekaran, U., & Bougie, R. (2020). Research Methods For Business (9th Ed.).
- Suryanto, & Kurniati, P. S. (2019). Tinjuan Perubahan Sistem Penganggaran Berbasis Kinerja Di Indonesia. Jurnal Administrasi Publik Dan Pembangunan, 1(2).
- Yuniarsih, N., & Permatasari, A. (2022). The Determinants Of Real Earnings Management. Journal Of Applied Management And Business (Jamb), 3(2), 83–90. Https://Doi.Org/10.37802/Jamb.V3i2.286
- Zhafirah, F. H., Atichasari, A. S., & Ristiyana, R. (2022). Dampak Perencaan Pajak, Aset Pajak Tangguhan Arus Kas Bebas, Intensitas Modak Dan Ukuran Perusahaan Pada Manajemen Laba. Ekonomi Bisnis (Jeb), 28(1), 100–112.
- Zimon, G., Appolloni, A., Tarighi, H., Shahmohammadi, S., & Daneshpou, E. (2021). Earnings Management, Related Party Transactions And Corporate Performance: The Moderating Role Of Internal Control. Risks, 9(8), 1–26. Https://Doi.Org/10.3390/Risks9080146