Accrual-based earnings management and organizational life cycles: Two-dimensional analysis
Abstract
Objective: The article aims to determine the relationship between the stage of a business life cycle and the scope and directions of accrual-based earnings management (AEM) in industrial companies listed on the Warsaw Stock Exchange (WSE).
Research Design & Methods: The assessment of statistical relationships between the patterns of earnings management in individual stages of an organization’s life cycle (OLC) was carried out based on the Kruskal-Wallis test by ranks and the Mann-Whitney U test. The extraction of discretionary accruals was performed based on the Modified Jones model, while the Dickinson model evaluated OLC stages. The study investigated 297 industrial listed companies listed on the Warsaw Stock Exchange in the 2012-2020 period.
Findings: Empirical studies have shown that strategies of intentionally lowering the net result prevailed in the research sample. The scope of the AEM practices, estimated by discretionary accruals, was the largest in industrial companies in the growth and maturity phase. The frequency of big bath reporting was related to the OLC phases, with net losses exceeding 20% of total assets being most often reported among companies in the decline stage. On the other hand, the frequency of reporting small net incomes was even across all tested subpopulations.
Implications & Recommendations: The research indicates the need to continue scientific research on the issues of measuring the quality of reported accounting data and prediction tools of various techniques for shaping the financial result. Understanding the underlying motives and determinants that drive enterprises to performance management is a prerequisite for preventing this type of activity in business practice.
Contribution & Value Added: The article presents an innovative approach to assessing relationships between AEM and the OLC stages. It referred to examining the frequency of specific techniques of AEM (e.g. big bath and small net income) in companies characterized by specific patterns of generated cash flows.
Keywords
accrual-based earnings management; life cycle stage; industrial enterprises; Warsaw Stock Exchange
References
Barth, M.E., Landsman, W.R., & Lang, M.H. (2008). International Accounting Standards and Accounting Quality. Journal of Accounting Research, 46(3), 467-498. http://www.jstor.org/stable/40058143
Behn, B.K., Eaton, T.V., & Williams, J.R. (1998). The Determinants of the Deferred Tax Allowance Account Under SFAS No. 109. Accounting Horizons, 12(1), 63-78.
Chen, T. (2016) Internal Control, Life Cycle and Earnings Quality — An Empirical Analysis from Chinese Market. Open Journal of Business and Management, 4, 301-311. https://doi:10.4236/ojbm.2016.42032
Chen, X., Yang, W., & Huang, D. (2010). Corporate life cycle and the accrual model: An empirical study based on Chinese listed companies. Frontiers of Business Research in China, 4, 580-607. https://doi.org/10.1007/s11782-010-0112-1
Comporek, M. (2022). Realne zarządzanie wynikiem finansowym a cykl życia organizacji na przykładzie przedsiębiorstw przemysłowych. Zeszyty Naukowe Uniwersytetu Ekonomicznego w Krakowie / Cracow Review of Economics and Management, 3(997), 11-29. https://doi.org/10.15678/ZNUEK.2022.0997.0301
Dechow, P.M., Sloan, R.G., & Sweeney, A.P. (1995). Detecting earnings management. The Accounting Review, 70(2), 193-225.
Dechow, P.M., Richardson, S.A., & Tuna, I. (2003). Why Are Earnings Kinky? An Examination of the Earnings Management Explanation. Review of Accounting Studies, 8, 355-384. https://doi.org/10.1023/A:1024481916719
Degeorge, F., Patel, J., & Zeckhauser, R. (2005). Earnings Management to Exceed Thresholds. The Journal of Business, 72(1), 1-33.
Dickinson, V. (2011) Cash Flow Patterns as a Proxy for Firm Life Cycle. Accounting Review, 86, 1964-1994. https://doi.org/10.2308/accr-10130
Drazin, R., & Kazanjian, R.K. (1990). A Reanalysis of Miller and Friesen’s Life Cycle Data. Strategic Management Journal, 11(4), 319-325. http://www.jstor.org/stable/2486683
Durana, P., Michalkova, L., Privara, A., Marousek, J., & Tumpach, M. (2021). Does the life cycle affect earnings management and bankruptcy?. Oeconomia Copernicana, 12(2), 425-461. https://doi: 10.24136/oc.2021.015
Elliott, J.A., & Shaw, W.H. (1988). Write-Offs As Accounting Procedures to Manage Perceptions. Journal of Accounting Research, 26, 91-119. https://doi.org/10.2307/2491182
Erickson, M., Hanlon, M., & Maydew, E.L. (2006). Is there a link between executive equity incentives and accouning fraud?. Journal of Accounting Research, 44, 113-143. https://doi.org/10.1111/j.1475-679X.2006.00194.x
Fields T.D., Lys T.Z., & Vincent, L. (2001). Empirical research on accounting choice. Journal of Accounting and Economics, 31, 255-307. https://doi.org/10.1016/S0165-4101(01)00028-3
Fudenberg, D., & Tirole, J. (1995). A Theory of Income and Dividend Smoothing Based on Incumbency Rents. Journal of Political Economy, 103(1), 75-93. http://dx.doi.org/10.1086/261976
Grabiński, K., & Wójtowicz, P. (2019). Earnings quality, earnings management and religiosity: A literature review. International Entrepreneurship Review, 5(4), 41-57. https://doi.org/10.15678/IER.2019.0504.03
Hastuti, T.D., Ghozali, I., & Yuyetta, E.N.A. (2017). The effect of company life cycles on the accruals earnings management with internal control system as moderating variable. Polish Journal of Management Studies, 15, 66-75. https://doi.org.10.17512/pjms.2017.15.1.07
Healy, P.M., & Wahlen, J.M. (1999). A review of the earnings management literature and its implications for standard setting. Accounting Horizons, 13(4), 365-383. https://doi.org/10.2308/acch.1999.13.4.365
Holthausen, R.W., Larcker, D.F., & Sloan, R.G. (1995). Annual bonus schemes and the manipulation of earnings. Journal of Accounting and Economics, 64, 29-74. https://doi.org/10.1016/0165-4101(94)00376-G
Hussain, A., Akbar, M., Kaleem Khan M., Akbar, A., Panait, M., & Catalin Voica, M. (2020). When Does Earnings Management Matter? Evidence across the Corporate Life Cycle for Non-Financial Chinese Listed Companies. Journal of Risk Financial Management, 13, 1-19. https://doi.org/10.3390/jrfm13120313
Indraswono, C., & Kurniawati, A. (2020). Manufacturing Corporate Life Cycle and Discretionary Accruals with Piecewise Linear Model. Media Ekonomi dan Manajemen, 35(1), 61-74. https://doi.org/10.24856/mem.v35i1.1195
Jaggi, B., Allini, A., Casciello, R., & Meucci, F. (2022). Firm life cycle stages and earnings management. Review of Quantitative Finance and Accounting, 59, 1019-1049. https://doi.org/10.1007/s11156-022-01069-5
Jiraporn, P., Miller, G.A., Yoon, S.S., & Kim, Y.S. (2008). Is earnings management opportunistic or beneficial? An agency theory perspective. International Review of Financial Analysis, 17(3), 622-634. https://doi.org/10.1016/j.irfa.2006.10.005
Jo, T-H. (2019). The Institutionalist Theory of the Business Enterprise: Past, Present, and Future. Journal of Economic Issues, 53, 597-611. https://doi.org/10.1080/00213624.2019.1634451
Jovanovic, B. (1982). Selection and the Evolution of Industry. Econometrica, 50(3), 649-670. https://doi.org/10.2307/1912606
Kałdoński, M., & Jewartowski, T. (2017). Agency costs of overvalued equity and earnings management in companies listed on WSE. Economics and Business Review, 3(17), 7-37. https://doi.org/10.18559/ebr.2017.1.2
Kornacki, A., & Bochniak, A. (2019). A Simulation Study on the Sample Size in the Mann-Whitney Test in the Case of Pareto Distribution. Folia Oeconomica. Acta Univeritatis Lodziensis, 1(340), 27-42, https://doi.org/10.18778/0208-6018.340.0
Kothari, S.P., Leone, A.J., & Wasley, C.E. (2005). Performance matched discretionary accrual measures. Journal of Accounting and Economics, 39(1), 163-197. https://doi.org/10.1016/j.jacceco.2004.11.002
Khuong, N.V., & Anh, L.H.T. (2022). The mediating mechanism of earnings management on the relationship between life cycle and financial reporting quality: Finding from MRA and fsQCA. Business Strategy & Development, 5(4), 375-389. https://doi.org/10.1002/bsd2.205
Kuś, A., & Żurakowska-Sawa, J. (2017). Phases in the lifecycle of a company and the profitability of industrial companies /Faza cyklu życia przedsiębiorstwa a rentowność przedsiębiorstw przemysłowych. Economic and Regional Studies, 10(4), 62-75. https://doi.org/10.29316/ers-seir.2017.35
Michalkova, L. (2021). Earnings quality and accruals over company´s life cycle. SHS Web of Conferences, 92, 1-10. https://doi.org/10.1051/shsconf/20219202043
Miller, D., & Friesen, P.H. (1984). A Longitudinal Study of the Corporate Life Cycle. Management Science, 30(10), 1161-1183. https://doi.org/10.1287/mnsc.30.10.1161
Miller, G.S., & Skinner, D.J. (1998). Determinants of the Valuation Allowance for Deferred Tax Assets under SFAS No. 109. The Accounting Review, 73(2), 213-233.
Quinn, R., & Cameron, K. (1983). Organizational Life Cycles and Shifting Criteria Effectiveness: Some Preliminary Evidence. Management Science, 29(1), 33-51. https://doi.org/10.1287/mnsc.29.1.33
Paulo E., & Mota, R.H.G. (2019). Business cycles and earnings management strategies: a study in Brazilian public firms. Revista Contabilidade & Finanças, 30(80), 216-233. https://doi.org/10.1590/1808-057x201806870
Raoli, E. (2013). Do managers engage in earnings management to support firm’s market valuation? Corporate Ownership & Control, 10(2), 627-645. https://doi.org/10.22495/cocv10i2c3art5
Roma, C.M.d.S., Louzada, L.C., Roma, P.M.d.S., Goto, H., & Souma, W. (2021). Earnings management, policy uncertainty and firm life cycle stages: evidence from publicly traded companies in the USA and Brazil. Journal of Financial Economic Policy, 13(3), 371-390. https://doi.org/10.1108/JFEP-02-2020-0031
Sherwani, R.A.K., Shakeel, H., Awan, W.B., Faheem, M., & Aslam, M. (2021). Analysis of COVID-19 data using neutrosophic Kruskal Wallis H test. BMC Medical Research Methodology, 21, 1-7, https://doi.org/10.1186/s12874-021-01410-x
Smith, D.D., & Pennathur, A.K. (2019). Signalling Versus Free Cash Flow Theory: What Does Earnings Management Reveal About Dividend Initiation? Journal of Accounting, Auditing & Finance, 34(2), 284-308. https://doi:10.1177/0148558X17724051
Spence, A.M. (1979). Investment Strategy and Growth in a New Market. The Bell Journal of Economics, 10(1), 1-19. https://doi.org/10.2307/3003316
Stolowy, H., & Breton, G.T. (2004). Accounts manipulation: A literature review and proposed conceptual framework. Review of Accounting and Finance, 3, 5-92. https://doi.org/10.1108/eb043395
Wang, Y-S., Yang, J., & Liu, Z-J. (2017). Meeting Dividend Thresholds through Earnings Management: A Cross-cultural Comparison. Applied Economics and Finance, 4(3), 1-13, https://dx.doi.org/10.11114/aef.v4i3.1908
Wernerfelt, B. (1985). The Dynamics of Prices and Market Shares Over the Product Life Cycle. Management Science, 31, 928-939. https://doi.org/10.1287/mnsc.31.8.928
Zang, A.Y. (2012). Evidence on the trade-off between real activities manipulation and accrual-based
earnings management. The Accounting Review, 87(2), 675-703. https://doi.org/10.2308/accr-10196
University of Lodz Poland
http://orcid.org/0000-0002-1402-2505
Lecturer at the Department of Business Analyses and Strategy in the Faculty of Economics and Sociology, University of Lodz (Poland). PhD in finance from the University of Lodz (2016). His main research areas are corporate finance, earnings management, and sustainable development.

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