The Effect of Operating Cash Flow on Earnings Quality: The Moderating Role of Leverage in Indonesian Industrial Sector Firms
DOI:
https://doi.org/10.24256/kharaj.v8i3.11173Keywords:
Operating Cash Flow, Leverage, Earnings Quality, Modified Jones Model, Robust HC3Abstract
This study examines the direct effect of operating cash flow on earnings quality and evaluates the moderating role of leverage in industrial sector companies listed on the Indonesia Stock Exchange during the post-pandemic recovery period of 2022-2025. Employing a quantitative explanatory design, secondary data were gathered from audited annual financial statements of 41 firms selected through purposive sampling, yielding 164 firm-year observations. Earnings quality was measured as an inverse proxy via the absolute value of discretionary accruals (ABSDA) using the Modified Jones Model. Due to significant heteroskedasticity violations in the diagnostic phase, the model was estimated using Robust Standard Errors with the HC3 estimator. The empirical results demonstrate that operating cash flow does not significantly affect earnings quality. This indicates that operational cash metrics during this transitional timeline were driven by defensive liquidity survival rather than financial report modification. Furthermore, leverage fails to moderate the relationship, as stringent debt covenants independently restrict interactive accrual manipulation. Conversely, firm size exhibits a significant negative effect on ABSDA, confirming that a larger corporate scale is associated with superior earnings quality due to heightened public scrutiny and robust internal controls. These findings suggest that capital market participants should prioritize corporate scale over isolated cash metrics when assessing financial reporting integrity.
References
Anggraeni, L. R., & Widati, L. W. (2022). Pengaruh leverage, likuiditas, profitabilitas, konservatisme, dan ukuran perusahaan terhadap kualitas laba. Owner: Riset Dan Jurnal Akuntansi, 6(1).
As’ad, I. F., Ulupui, I. G. K. A., & Utaminingtyas, T. H. (2021). Pengaruh leverage dan arus kas operasi terhadap kualitas laba melalui persistensi laba. Jurnal Akuntansi, Perpajakan Dan Auditing, 2(2), 295–317. https://doi.org/10.21009/japa.0202.07
Ball, R., & Nikolaev, V. V. (2022). On earnings and cash flows as predictors of future cash flows. Journal of Accounting and Economics, 73(1). https://doi.org/10.1016/j.jacceco.2021.101430
Bowen, R. M., Burgstahler, D., & Daley, L. (1986). Evidence on the relationship between earnings and cash flows. The Accounting Review, 61(4), 713–725.
Bushman, R. M., & Smith, A. J. (2001). Financial accounting information and corporate governance. Journal of Accounting and Economics, 32(1–3), 237–333.
Casey, R. J., & Ruch, G. W. (2024). Are earnings better than cash flows at predicting future cash flows? Review of Accounting Studies, 29(4). https://doi.org/10.1007/s11142-023-09805-5
Cheng, Q., Li, X., & Zhang, Y. (2020). Operating cash flow opacity and stock price crash risk. Journal of Accounting and Public Policy, 39(4). https://doi.org/10.1016/j.jaccpubpol.2020.106717
Christensen, T. E., D’Adduzio, J., & Nelson, K. K. (2023). Explaining accruals quality over time. Journal of Accounting and Economics, 75(1). https://doi.org/10.1016/j.jacceco.2022.101575
Dechow, P. M., Ge, W., & Schrand, C. (2010). Understanding earnings quality: A review of the proxies, their determinants and their consequences. Journal of Accounting and Economics, 50(2–3), 344–401.
DeFond, M., & Jiambalvo, J. (1994). Debt covenant violation and manipulation of accruals. Journal of Accounting and Economics, 17(1–2), 145–176.
Eisenhardt, K. M. (1989). Agency theory: An assessment and review. Academy of Management Review, 14(1), 57–74.
Francis, J., LaFond, R., Olsson, P., & Schipper, K. (2005). The market pricing of accruals quality. Journal of Accounting and Economics, 39(2), 295–327.
Halim, K. I. (2024). Faktor-faktor yang mempengaruhi kualitas laba. Jurnal Ekonomika45, 12(1), 76–93.
Healy, P. M., & Palepu, K. G. (2001). Information asymmetry, corporate disclosure, and the capital markets. Journal of Accounting and Economics, 31(1–3), 405–440.
Jensen, M. C. (1986). Agency costs of free cash flow, corporate finance, and takeovers. American Economic Review, 76(2), 323–329.
Kurniawan, R., & Aisah, S. (2020). Pengaruh set kesempatan investasi, konservatisme, dan pertumbuhan laba terhadap kualitas laba pada perusahaan manufaktur. AKRUAL: Jurnal Akuntansi, 2(1), 1–15. https://doi.org/10.34005/akrual.v2i1.1044
Putri, S. A., Khairunnisa, & Kurnia, M. (2017). Aliran kas operasi, book-tax differences, dan tingkat hutang terhadap persistensi laba. Jurnal Riset Akuntansi Kontemporer, 9(1), 1–12. https://doi.org/10.23969/jrak.v9i1.365
Risandy, R. D. D. A., Situmorang, M., & Widyowati, P. M. (2025). Pengaruh ukuran perusahaan, struktur modal dan pertumbuhan laba terhadap kualitas laba pada perusahaan manufaktur sektor industri dasar dan kimia yang terdaftar di Bursa Efek Indonesia periode 2018-2022. JATAMA: Jurnal Akuntansi Pratama, 2(1), 6–25.
Sabila, R. F., Evana, E., & Septiyanti, R. (2021). Analysis of the effect of operating cash flow, leverage, and firm size on earnings persistence. Journal Dimensie Management and Public Sector, 2(3), 42–50. https://doi.org/10.48173/JDMPS.V2I3.104
Watts, R. L., & Zimmerman, J. L. (1986). Positive accounting theory. Prentice-Hall.
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