Detecting Earnings Management Practices in European Insurance Sector: Purpose and Application of Accrual Modelling and Distribution of Earnings
Abstract
Purpose: The purpose of the present paper was to gauge the extent of the impact on earnings management derived from the adoption of International Financial Reporting Standards (IFRS) 17 as well as detecting whether the impact will be similar in different European “Insurance” and “Reinsurance” industries.
Design/Method/Approach: To provide empirical evidence that earnings management is more frequent in some countries and less frequent in others by means of a statistical analysis, a sample of European listed “Insurance” and “Reinsurance” companies in the period of 2018-2020 was observed. The Jones Model was applied.
Findings: This study concerns the implementation of a new principle, written to discipline the accountancy of insurances contracts, and its consequences must be carefully analyzed and monitored by regulators, as well as correctly adopted by managers, as the determined revenues could have an impact on the pre-existing earning management practices.
Theoretical Implications: The paper of the present research also concerns the predictions about the behavior of managers that can be foreseen considering the agency theory; therefore, knowing ex-ante in which industries earnings management has a high impact, provides the option to foresee the hypothetical moves of the managers in the implementation of IFRS 17.
Practical Implications: The analysis demonstrated that the “Insurance” industry is impacted by earnings management practices to a greater extent than the “Reinsurance” industry. These results should be analyzed simultaneously with the results from by the “Big Four” analysis concerning the impact of the introduction of IFRS 17.
Originality/Value: Specifically, companies belonging to two sectors were selected: “Insurance” and “Reinsurance”. The statistical analysis brought to light that earnings management practices are “commonly adopted” in the “Insurance” and “Reinsurance” industry, which is consequently highly impacted by the introduction of IFRS 17.
Research Limitations/Future Research: The total number of observations is high, all companies analyzed belong to only two industries. The analysis could be extended to a greater number of industries and companies in order to provide a more complete overview of the presence and the persistence of earnings management policies in different typologies of European financial listed companies.
Paper type: Empirical
Downloads
References
Al-Mashhadani, B. N. A. (2020). Challenges of applying IFRS 17 “Insurance Contracts” In the Iraqi environment. Tikrit Journal of Administration and Economics Sciences, 16(49 part 1), 77-96. Retrieved May 21, 2022, from https://www.iasj.net/iasj/download/db22a6032e034ee2.
AON Plc. (2020). The Impact of IFRS 17 on Key Performance Indicators. Retrieved May 25, 2020, from http://thoughtleadership.aonbenfield.com/Documents/20200218_ifrs_17_kpis.pdf.
Armstrong, C. S., Barth, M. E., Jagolinzer, A. D., & Riedl, E. J. (2010). Market reaction to the adoption of IFRS in Europe. The accounting review, 85(1), 31-61. https://doi.org/10.2308/accr.2010.85.1.31.
Ashbaugh, H., & Pincus, M. (2001). Domestic accounting standards, international accounting standards, and the predictability of earnings. Journal of accounting research, 39(3), 417-434. https://doi.org/10.1111/1475-679X.00020.
Baker, T., & Griffith, S. J. (2007). Predicting Corporate Governance Risk: Evidence from the Directors'& (and) Officers' Liability Insurance Market. University of Chicago Law Review, 74, 487-544. Retrieved March 21, 2022, from https://pcg.law.harvard.edu/wp-content/uploads/papers/Baker_Griffith_Dec_5.pdf.
Ballotta, L., Esposito, G., & Haberman, S. (2006). The IASB Insurance Project for life insurance contracts: impact on reserving methods and solvency requirements. Insurance: Mathematics and Economics, 39(3), 356-375. https://doi.org/10.1016/j.insmatheco.2006.04.004.
Barth, M. E. (1994). Fair value accounting: Evidence from investment securities and the market valuation of banks. Accounting review, 69(1), 1-25. Retrieved April 11, 2022, from https://www.jstor.org/stable/248258.
Barth, M. E. (2010). Why it’s not fair to blame fair value. IESE Insight, 7, 48-54. https://doi.org/10.15581/002.ART-1867.
Barth, M. E., & Clinch, G. (1998). Revalued financial, tangible, and intangible assets: Associations with share prices and non-market-based value estimates. Journal of Accounting Research, 36(3), 199-233. https://doi.org/10.2307/2491314.
Barth, M. E., Landsman, W. R., & Lang, M. H. (2008). International accounting standards and accounting quality. Journal of accounting research, 46(3), 467-498. https://doi.org/10.1111/j.1475-679X.2008.00287.x.
Barth, M., & Taylor, D. (2010). In defense of fair value: Weighing the evidence on earnings management and asset securitizations. Journal of Accounting & Economics, 49(1-2), 26-33. https://doi.org/10.1016/j.jacceco.2009.10.001.
Beaver, W. H., McNichols, M. F., & Nelson, K. K. (2003). Management of the loss reserve accrual and the distribution of earnings in the property-casualty insurance industry. Journal of Accounting and Economics, 35(3), 347-376. https://doi.org/10.1016/S0165-4101(03)00037-5.
Browne, M. J., Ma, Y. L., & Wang, P. (2006). Executive Stock Option Compensation and Reserve Errors in the Property and Casualty Insurance Industry. Working paper.
Cai, L., Rahman, A. R., & Courtenay, S. M. (2008). The effect of IFRS and its enforcement on earnings management: An international comparison. Retrieved March 11, 2022, from http://ssrn.com/abstract=1473571.
Capkun, V., Collins, D., & Jeanjean, T. (2016). The effect of IAS/IFRS adoption on earnings management (smoothing): A closer look at competing explanations. Journal of Accounting and Public Policy, 35(4), 352-394. https://doi.org/10.1016/j.jaccpubpol.2016.04.002.
Clark, D., Kent, J., & Morgan, E. (2020). Impact of IFRS 17 on Insurance Product Pricing and Design, Milliman Report, Milliman Inc. Retrieved March 30, 2022, from https://us.milliman.com/en/insight/impact-of-ifrs-17-on-insurance-product-pricing-and-design.
Corsi, K., & Mancini, D. (2010). The impact of law on accounting information system: an analysis of IAS/IFRS adoption in Italian companies. In Management of the Interconnected World (pp. 483-491). Physica-Verlag HD. https://doi.org/10.1007/978-3-7908-2404-9_56.
Daske, H., Hail, L., Leuz, C., & Verdi, R. (2008). Mandatory IFRS reporting around the world: Early evidence on the economic consequences. Journal of accounting research, 46(5), 1085-1142. https://doi.org/10.1111/j.1475-679X.2008.00306.x.
DeAngelo, L. E. (1986). Accounting numbers as market valuation substitutes: A study of management buyouts of public stockholders. The Accounting review, 61(3), 400-420. Retrieved May 10, 2022, from http://www.jstor.org/stable/247149.
Dechow, P. M., & Dichev, I. D. (2002). The quality of accruals and earnings: The role of accrual estimation errors. The accounting review, 77(s-1), 35-59. https://doi.org/10.2308/accr.2002.77.s-1.35.
Dechow, P. M., & Skinner, D. J. (2000). Earnings management: Reconciling the views of accounting academics, practitioners, and regulators. Accounting horizons, 14(2), 235-250. https://doi.org/10.2308/acch.2000.14.2.235.
Dechow, P. M., Sloan, R. G., & Sweeney, A. P. (1995). Detecting Earnings Management. The Accounting Review, 70(2), 193–225. Retrieved May 11, 2022, from http://www.jstor.org/stable/248303.
Eckles, D. L., & Halek, M. (2010). Insurer reserve error and executive compensation. Journal of Risk and Insurance, 77(2), 329-346. https://doi.org/10.1111/j.1539-6975.2009.01328.x.
Ewert, R., & Wagenhofer, A. (2005). Economic effects of tightening accounting standards to restrict earnings management. The Accounting Review, 80(4), 1101-1124. https://doi.org/10.2308/accr.2005.80.4.1101.
Goldman, F., & Brashares, E. (1991). Performance and accountability: Budget reform in New Zealand. Public Budgeting & Finance, 11(4), 75-85. https://doi.org/10.1111/1540-5850.00921.
Grace, E. V. (1990). Property-liability insurer reserve errors: A theoretical and empirical analysis. Journal of Risk and Insurance, 57, 28-46. https://doi.org/10.2307/252923.
Grace, M. F., & Leverty, J. T. (2012). Property–liability insurer reserve error: Motive, manipulation, or mistake. Journal of Risk and Insurance, 79(2), 351-380. https://doi.org/10.1111/j.1539-6975.2011.01434.x.
Gründl, H., Post, T., & Schulze, R. N. (2006). To hedge or not to hedge: Managing demographic risk in life insurance companies. Journal of Risk and Insurance, 73(1), 19-41. https://doi.org/10.1111/j.1539-6975.2006.00164.x.
Guenther N., Gegenfurtner B., Kaserer C., Achleitner A. (2009). International Financial Reporting Standards and Earnings Quality: The Myth of Voluntary vs. Mandatory Adoption. CEFS Working Paper No. 2009-09. https://dx.doi.org/10.2139/ssrn.1413145.
Gul, F. A., Fung, S. Y. K., & Jaggi, B. (2009). Earnings quality: Some evidence on the role of auditor tenure and auditors’ industry expertise. Journal of accounting and Economics, 47(3), 265-287. https://doi.org/10.1016/j.jacceco.2009.03.001.
Healy, P. M. (1985). The effect of bonus schemes on accounting decisions. Journal of accounting and economics, 7(1-3), 85-107. https://doi.org/10.1016/0165-4101(85)90029-1.
Hoyt, R. E., & McCullough, K. A. (2010). Managerial Discretion and the Impact of Risk-Based Capital Requirements on Property-Liability Insurer Reserving Practices. Journal of Insurance Regulation, 29(2), 207-228.
Iatridis, G. (2010). International Financial Reporting Standards and the quality of financial statement information. International review of financial analysis, 19(3), 193-204. https://doi.org/10.1016/j.irfa.2010.02.004.
Jeanjean, T., & Stolowy, H. (2008). Do accounting standards matter? An exploratory analysis of earnings management before and after IFRS adoption. Journal of accounting and public policy, 27(6), 480-494. https://doi.org/10.1016/j.jaccpubpol.2008.09.008.
Jensen, M. C., & Meckling, W. H. (2019). Theory of the firm: Managerial behavior, agency costs and ownership structure. In Corporate Governance (pp. 77-132). Gower.
Jones, J. J. (1991). Earnings management during import relief investigations. Journal of accounting research, 29(2), 193-228. https://doi.org/10.2307/2491047.
Leuz, C. (2003). IAS versus US GAAP: information asymmetry–based evidence from Germany's new market. Journal of accounting research, 41(3), 445-472. https://doi.org/10.1111/1475-679X.00112.
Leuz, C., & Verrecchia, R. E. (1999). The Economic Consequences of Increased Disclosure (No. 41). Department of Finance, Goethe University Frankfurt am Main. Retrieved May 29, 2022, from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=171975.
Longoni, P. (2019). IFRS 17 Insurance Contracts and Firm Value. Available at SSRN 3589560. http://dx.doi.org/10.2139/ssrn.3589560.
Mayers, D., Shivdasani, A., & Smith, C. W. (1997). Board Composition and Corporate Control: Evidence from the Insurance Industry. The Journal of Business, 70(1), 33–62. Retrieved May 29, 2022, from http://www.jstor.org/stable/2353480.
Mechelli, A., & Cimini, R. (2012). L’effetto dell’introduzione dei principi IAS/IFRS sull’earnings management nei Paesi dell’Unione Europea. Rivista Italiana di Ragioneria e di Economia Aziendale, 6, 582–595.
Peña, H. F. P., & Franco, J. B. (2017). Impact of IFRS on the quality of financial information in the United Kingdom and France: Evidence from a new perspective. Intangible Capital, 13(4), 850-878. Retrieved April 18, 2022, from https://www.redalyc.org/pdf/549/54953358008.pdf.
Petroni, K. R. (1992). Optimistic reporting in the property-casualty insurance industry. Journal of Accounting and Economics, 15(4), 485-508. https://doi.org/10.1016/0165-4101(92)90003-K.
Petroni, K. R., & Shackelford, D. A. (1999). Managing annual accounting reports to avoid state taxes: An analysis of property‐casualty insurers. The Accounting Review, 74(3), 371-393. https://doi.org/10.2308/accr.1999.74.3.371.
Petroni, K. R., Ryan, S. G., & Wahlen, J. M. (2000). Discretionary and non-discretionary revisions of loss reserves by property-casualty insurers: Differential implications for future profitability, risk and market value. Review of Accounting Studies, 5(2), 95-125. https://doi.org/10.1023/A:1009617023027.
Petroni, K., & Beasley, M. (1996). Errors in accounting estimates and their relation to audit firm type. Journal of Accounting Research, 34(1), 151-171. https://doi.org/10.2307/2491337.
PriceWaterHouseCoopers-PWC. (2019). New Measures, New Perspective, The Impact of IFRS 17 on Insurance Performance and Reporting. Retrieved May 22, 2022, from https://www.pwc.co.uk/industries/insurance/ifrs17/impact-of-ifrs-17-on-insurance-performance-reporting.html.
Rudra, T., & Bhattacharjee, C. D. (2012). Does IFRs influence earnings management? Evidence from India. Journal of Management Research, 4(1), 1-13.
Sekaran, U., & Bougie, R. (2016). Research Methods for Business: A Skill Building Approach. NY: John Wiley & Sons Inc, New York.
Sotona, P. (2018). Mortality risk assesment under IFRS 17. In 21th International Scientific Conference AMSE: Applications of Mathematics and Statistics in Economics, Czech Republic. Praha: VŠE v Praze. roč (Vol. 21, pp. 281-289). Retrieved May 10, 2022, from http://www.amse-conference.eu/old/2018/wp-content/uploads/2018/10/Sotona.pdf.
Swiss Re (2018). The Impact of IFRS 17 An Outside View, Retrieved January 10, 2022, from https://www.swissre.com/search-page.html?searchterm=The+Impact+of+IFRS+17+An+Outside+View.
Tutino, M., & Pompili, M. (2018). Fair value accounting and management opportunism on earnings management in banking sector: First evidence. Corporate Ownership & Control, 15(2), 59-69. Retrieved May 10, 2022, from http://surl.li/dddbq.
Ugrin, J. C., Mason, T. W., & Emley, A. (2017). Culture's consequence: The relationship between income-increasing earnings management and IAS/IFRS adoption across cultures. Advances in accounting, 37, 140-151. https://doi.org/10.1016/j.adiac.2017.04.004.
Vinnari, E. M., & Näsi, S. (2008). Creative accrual accounting in the public sector: ‘Milking’ water utilities to balance municipal budgets and accounts. Financial Accountability & Management, 24(2), 97-116. https://doi.org/10.1111/j.1468-0408.2008.00448.x.
Weiss, M. (1985). A multivariate analysis of loss reserving estimates in property-liability insurers. Journal of Risk and Insurance, 199-221. https://doi.org/10.2307/252512.
Yanik, S., & Ece, B. A. S. (2017). Evaluation of IFRS 17 insurance contracts standards for insurance companies. Press Academia Procedia, 6(1), 48-50. https://doi.org/10.17261/Pressacademia.2017.745.
Zanobio, M. (2012). Aspetti teorici della Corporate Governance (No. dis1202). Università Cattolica del Sacro Cuore, Dipartimento di Economia internazionale, delle istituzioni e dello sviluppo (DISEIS). Retrieved Marth 10, 2022, from https://ideas.repec.org/p/dis/wpaper/dis1202.htm.
Copyright (c) 2022 European Journal of Management Issues

This work is licensed under a Creative Commons Attribution 4.0 International License.
The authors agree with the following conditions:
1. Authors retain copyright and grant the journal right of first publication (Download agreement) with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
2. Authors have the right to complete individual additional agreements for the non-exclusive spreading of the journal’s published version of the work (for example, to post work in the electronic repository of the institution or to publish it as part of a monograph), with the reference to the first publication of the work in this journal.
3. Journal’s politics allows and encourages the placement on the Internet (for example, in the repositories of institutions, personal websites, SSRN, ResearchGate, MPRA, SSOAR, etc.) manuscript of the work by the authors, before and during the process of viewing it by this journal, because it can lead to a productive research discussion and positively affect the efficiency and dynamics of citing the published work (see The Effect of Open Access).