Accruals and the prediction of future operating cash-flows: evidence from Tunisian companies


  • Olfa benjemâa ISCCB
  • Mohamed Toukabri
  • Faouzi Jilani





Earnings, Accruals, Operating Cash Flow, Prediction, Future Cash Flow.


The purpose of this study is to investigate the ability of earnings and its components to predict future cash flows for Tunisian companies. We provide evidence on the ability of aggregate earnings, accruals and its components to forecast one or two-period ahead cash flows.

The results of the models show that disaggregating earnings into cash flows and total accruals enhance the predictive ability of earnings relative to aggregate earnings. Furthermore, consistent with prediction, the disaggregating total ac-cruals into its major components (change in accounts receivable; change in inventory; change in accountant’s payable, amortization, and other accruals) significantly enhances the predictive ability of earnings. Each accruals component’s proves a significantly power to predict future cash flows.


[1] Al-Debi'e M.M, (2011), Are Operating Cash Flows a Superior Predictor of Future Operating Cash Flows than Earnings? Evidence from Jordan, European Journal of Economics, Finance and Administrative Sciences, Vol. 40, pp.36-46.

[2] Ali, A. (1994), The incremental information content of earnings, working capital from operations, and cash-flows , Journal of Accounting Research, Vol.32, pp.61-74.

[3] Barth,M.E., Beaver, W.h., Hand, J.R.M., & Landsman, W.R., (2005), Accruals, accounting based valuation models, and the prediction of equity values , Contemporary Accounting Research, Vol.27, Issue.2, pp.413-460.

[4] Barth, M.E., Cram, D.P., & Nelson, K.K.,, (2001), Accruals and the Prediction of Future Cash-Flows, The Accounting Review, Vol.76, Issue.1 pp.27-58.

[5] Beaver, W.H. (1989), Financial Accounting: A Accounting Revolution. Englewood. Cliffs, NJ: Prentice-Hall.

[6] Belkaoui, A.R. (1984). Théorie comptable. Presses de l’Université du Québec. 2ème Edition 1984. pp.416.

[7] Bowen, .R.D., Burgstahler, & Daley, L., (1987). The incremental information content of accruals versus cash-flows, The Accounting Review, Vol.62, Issue.4, pp.723-747.

[8] Brown, L.D., & Pinello, A. (2007), to what extent does the financial reporting process curb earnings surprise games? , Journal of Accounting Research, Vol.45, Issue.5, pp.947–981.

[9] Call, A., (2008)., Analysts’ Cash Flow Forecasts and the Predictive Ability and Pricing of Operating Cash Flows, Working paper, University of Georgia.

[10] Call, A.C., Chen.S, & Tong.Y.H. (2009)., Are analysts’ earnings forecasts more accurate when accompanied by cash-flow forecasts , Review of Accounting Studies, Vol.14, Issue 2/3, pp.358-391.

[11] Cheng, C.S., Agnes, Liu, & Chao-Shin. (1997), The Value-Relevance of SFAS N°95: Cash-Flows From operations as Assessed by Security Market Effects, Accounting Horizons, Vol.11, pp.15-18.

[12] Dechow, P.M. (1994), Accounting earnings and cash-flows as measures of firm performance: The role of accounting accrual, Journal of Accounting and Economics, Vol.18, pp.3-42.

[13] Dechow, P.M., & Skinner, D.J. (2000), Earnings management: reconciling the views of accounting academics, practitioners, and regulators, Accounting Horizons, Vol.14, pp.235-251.

[14] Dechow, P.M, & Dichev, I.D. (2001), the quality of accruals and earnings: The role of accruals estimation errors, The Accounting Review, Vol.77, pp.35-59.

[15] DeFond, M.L. & Hung, M. (2003), an empirical analysis of analysts’ cash-flow forecasts, Journal of Accounting and Economics, Vol.35, pp.73-100.

[16] Demski, J. S., & Sappington, D. E.M. (1990), fully are revealing income measurement, The Accounting Review, Vol.65, pp.363-383.

[17] Farshdfar, S., NG, C., and Brimble, M. (2008). The Relative Ability of Earnings and Cash Flow Data in Forecasting Future Cash Flows: Some Australian Evidence, Pacific Accounting Review, Vol. 20, pp. 254–268.

[18] Farshadfar, S., & Monem, R., (2013), Further evidence on the usefulness of direct method cash-flow components for forecasting future cash-flows , The International Journal of Accounting, Vol.48, pp.111-133.

[19] Greenberg, R.R., G.L. Johnson & K. Ramesh (1986), Earnings versus cash-flow as a predictor of future cash- flow measures, Journal of Accounting, Auditing, and Finance, pp. 266-277.

[20] Hammami, H., (2012), the use of reported cash-flows versus earnings to predict cash-flows: Preliminary evidence from Quatar, The Busines Sytems Review, Vol.1, pp.103-121.

[21] Healy, P., & Palepu, K., (1993), the effect of firm’s financial disclosure strategies on stock prices, Accounting Horizons, Vol.7, pp.1-11.

[22] Holthausen, R., & Leftwich, R. (1983), the economic consequences of accounting choice: Implications of costly contracting and monitoring, Journal of Accounting and Economics, Vol.5, pp.77-117. Joni. V. (2013), Predictive Ability of Earnings Components, International Conferences on Business, Economics, and Accounting. 20-23 March. 2013.

[23] Kim, M. and W. Kross, (2005), The Ability of Earnings to Predict Future Operating Cash Flows Has Been Increasing—Not Decreasing , Journal of Accounting Research, Vol.43, pp. 753-780.

[24] Krishnan, V.G., & Largay, J.A. (2000), The Predictive Ability of Direct Method Cash-Flow Information., Journal of Business Finance and Accounting, Vol.27, pp215-245.

[25] Mcinnis, J., & Collins, D. (2011), The effect of cash-flow forecasts on accrual quality and benchmark beating , Journal of Accounting and Economics, Vol.5, Issue 3, pp219-239.

[26] Moeinaddin , M., Ardakani, S.,and Akhoondzadeh, F. (2013), Examination of the ability of earning and cash flow in predicting future cash flows, Interdisciplinary Journal of Contemporary Research In Business, Vol.4, pp.94-101.

[27] Murdock, B., & Krause, P. (1989), An empirical investigation of the predictive power of accrual and cash-flow data in forecasting operating cash flow, Akron Business and Economic Review, Vol.20, pp.100-113.

[28] Murdock, B., & Krause, P.(1990), Further evidence on the comparative ability of accounting data to predict operating cash flows , The Mid-Atlantic Journal of Business, Vol.26, pp.1-14.

[29] Penman, S., (2001). "Financial statement analysis & security valuation.†McGraw-Hill Irwin, New York, NY.

[30] Philipich, K., Costigan, M., ET Lovata, L. (1994), the corroborative rel, ation between earnings and cash-flow information, Advances in Accounting, pp.112-133.

[31] Rayburn, J., (1986), the association of operating cash Flow and accruals with security returns, Journal of Accounting Research, Vol.24, pp.112-133.

[32] Schilit, H., (1993), How to detect accounting gimmicks and fraud in financial reports, New York; NY; MC Graw-Hill.

[33] Vickrey, D., (1996), Additional thoughts on conditions for fully revealing disclosure, Journal of Business Finance and Accounting, Vol.23, pp.481-490.

[34] Quirin, J., O’Bryan, D., & Wilcox, W. (1999), the corroborative relation between earnings and cash-flows, Quarterly Journal of Business and Economics, Vol. 38, pp.3-16.

[35] Wasley, C., & Wu, J. (2006), Why do managers voluntarily issue cash flow forecasts, Journal of Accounting Research, Vol. 44, pp.389-429.

[36] Watts, R.L, & Zimmerman, J.L. (1986), Positive Accounting theory, Prentice-Hall, (1986), 388 pages.

[37] Wild, J., Bernstein, L., & Subramanyam, K.R. (2001), Financial statement analysis, McGraw-Hill Irwin, New York, NY.

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