Document Type : Original Research

Author

Department of Accounting, Finance and Economics, University of Technology, Pointe-aux-Sables, Port Louis, Mauritius

Abstract

This study explores the variations in discretionary accruals’ specific earnings management practices across different industries and their implications for financial reporting quality. Discretionary accruals are part of earnings management which affect the quality of financial reporting. These can distort financial statements and mislead stakeholders.  Understanding how these practices differ among industries provides valuable insights for regulators, investors, and financial analysts.  Yet, literature is overly scarce on specific industries which are most affected by discretionary accruals.  Delving into information from a robust principles-based economy adopting IFRS, this paper addresses a research gap with a dataset spanning multiple industries over a multi-year period from 2013 to 2022. The Dechow, Kasznik, and Kothari models are employed to assess the extent of discretionary accruals within each industry. Based on winsorized mean and standard deviation, the industries which appeared most in the list of signed and absolute discretionary accruals were Energy and Financials followed closely by the Technology industry.  Additionally, applying panel data regressions with multiple fixed effects, the size of a firm, equity ratio, asset turnover, and past profitability were significant in the models which influence discretionary accruals whereas the impact of liquidity was not statistically significant.

Keywords

Main Subjects

COPYRIGHTS

©2023 The Author(s). This is an open access article distributed under the terms of the Creative Commons Attribution (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, as long as the original authors and source are cited. No permission is required from the authors or the publishers.

Acar, G., & Coskun, A. (2020). A Comparison of Models for Predicting Discretionary Accruals: A Cross-Country Analysis. The Journal of Asian Finance, Economics and Business, 7(9), 315–328.
Al-Shattarat, B. (2021). The consequence of earnings management through discretionary accruals on the value relevance in Saudi Arabia. Cogent Business & Management, 8(1), 1886473.
Altarawneh, M., Shafie, R., Ishak, R., & Ghaleb, B. A. A. (2022). Chief executive officer characteristics and discretionary accruals in an emerging economy. Cogent Business & Management, 9(1), 2024117.
Alves, S. (2021). CEO duality, earnings quality and board independence. Journal of Financial Reporting and Accounting, 21(2), 217–231. https://doi.org/10.1108/jfra-07-2020-0191
Awuye, I. S., & Aubert, F. (2022). The impact of leverage on earnings management and the trade-off between discretionary accruals and real earnings management. Journal of Accounting and Taxation, 14(1), 89–101.
Bao, B., & Bao, D. (2004). Income Smoothing, Earnings Quality and Firm Valuation. Journal of Business Finance & Accounting, 31(9–10), 1525–1557. https://doi.org/10.1111/j.0306-686X.2004.00583.x
Budhathoki, P. B., Rai, C. K., Lamichhane, K. P., Bhattarai, G., & Rai, A. (2020). The impact of liquidity, leverage, and total size on banks’ profitability: Evidence from nepalese commercial banks. Journal of Economics and Business, 3(2). https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3577453
Chang, H.-Y., Liang, L.-H., & Yu, H.-F. (2019). Market power, competition and earnings management: Accrual-based activities. Journal of Financial Economic Policy, 11(3), 368–384. https://doi.org/10.1108/JFEP-08-2018-0108
Chi, J. D., & Gupta, M. (2009). Overvaluation and earnings management. Journal of Banking & Finance, 33(9), 1652–1663.
Cudia, C. P., & Dela Cruz, A. L. C. (2018). Determinants of earnings management choice among publicly listed industrial firms in the Philippines. DLSU Business & Economics Review, 27(2), 119–129.
Cuong, T., Ha, N.-T., & Thi, N. (2018). Influence of financial ratios on earnings management: Evidence from Vietnam Stock Exchange Market. Journal of Insurance and Financial Management, 4(1), 57–77.
D’Amato, A., & Falivena, C. (2020). Corporate social responsibility and firm value: Do firm size and age matter? Empirical evidence from European listed companies. Corporate Social Responsibility and Environmental Management, 27(2), 909–924. https://doi.org/10.1002/csr.1855
Dechow, P. M., Hutton, A. P., Kim, J. H., & Sloan, R. G. (2012). Detecting earnings management: A new approach. Journal of Accounting Research, 50(2), 275–334.
Dechow, P. M., Sloan, R. G., & Sweeney, A. P. (1995). Detecting earnings management. Accounting Review, 193–225.
Gonçalves, T., Gaio, C., & Ferro, A. (2021). Corporate social responsibility and earnings management: Moderating impact of economic cycles and financial performance. Sustainability, 13(17), 9969.
Harebottle, J. L. (2016). Identifying earnings management using changes in asset turnover and profit margin [PhD Thesis]. https://wiredspace.wits.ac.za/items/1838aacd-8490-4912-8856-39f3d7717fdc
Hoang, K. M. T., & Phung, T. A. (2019). The effect of financial leverage on real and accrual-based earnings management in Vietnamese firms. Economics & Sociology, 12(4), 299–333.
Hrazdil, K., & Scott, T. (2013). The role of industry classification in estimating discretionary accruals. Review of Quantitative Finance and Accounting, 40, 15–39.
IFRS Foundation. (2023). IFRS - Who we are. https://www.ifrs.org/about-us/who-we-are/
Ikram, A. (2011). Industry-Specific Discretionary Accruals and Earnings Management [PhD Thesis]. Arizona State University.
Jain, A., Jackson, D., & Sakaki, H. (2021). Political, economic, financial uncertainty, and real earnings management. Journal of Corporate Accounting & Finance, 32(2), 52–66. https://doi.org/10.1002/jcaf.22485
Jamadar, Y., Ong, T. S., Abdullah, A. A., & Kamarudin, F. (2022). Earnings and discretionary accruals. Managerial and Decision Economics, 43(2), 431–439.
Jansen, I. Ph., Ramnath, S., & Yohn, T. L. (2012). A Diagnostic for Earnings Management Using Changes in Asset Turnover and Profit Margin*: A Diagnostic for Earnings Management. Contemporary Accounting Research, 29(1), 221–251. https://doi.org/10.1111/j.1911-3846.2011.01093.x
Kapoor, N., & Goel, S. (2017). Board Characteristics, Firm Profitability and Earnings Management: Evidence from India. Australian Accounting Review, 27(2), 180–194. https://doi.org/10.1111/auar.12144
Kasznik, R. (1999). On the association between voluntary disclosure and earnings management. Journal of Accounting Research, 37(1), 57–81.
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
Kim, S.-S., & Lee, J.-H. (2019). Corporate social responsibility and financial reporting quality: Evidence from Korean retail industry. Journal of Distribution Science, 17(6). https://repository.hanyang.ac.kr/handle/20.500.11754/151530
Kleiber, C., & Zeileis, A. (2008). Applied Econometrics with R. Springer Science & Business Media.
Kothari, S. P., Leone, A. J., & Wasley, C. E. (2005). Performance matched discretionary accrual measures. Journal of Accounting and Economics, 39(1), 163–197.
Kurniawati, A., & Panggabean, R. R. (2020). Firm Size, Financial Distress, Audit Quality, and Earnings Management of Banking Companies. Proceedings of the 1st Borobudur International Symposium on Humanities, Economics and Social Sciences (BIS-HESS 2019). https://doi.org/10.2991/assehr.k.200529.086
Lazzem, S., & Jilani, F. (2018). The impact of leverage on accrual-based earnings management: The case of listed French firms. Research in International Business and Finance, 44, 350–358. https://doi.org/10.1016/j.ribaf.2017.07.103
Lin, H.-L., & Yen, A.-R. (2022). Auditor rotation, key audit matter disclosures, and financial reporting quality. Advances in Accounting, 57, 100594.
Mai, D. D. T. V. T., & Ngoc, T. (2021). Too big to cheat? An empirical study of the impact of firm size on earnings management in Vietnam. Journal of Contemporary Issues in Business and Government, 27(5), 234–247.
Mascarenhas, D., Cahan, S. F., & Naiker, V. (2010). The Effect of Audit Specialists on the Informativeness of Discretionary Accruals. Journal of Accounting, Auditing & Finance, 25(1), 53–84. https://doi.org/10.1177/0148558X1002500103
Mohaghegh, A. (2015). Earnings management checked between changes in profit margins and asset turnover ratio. International Journal of Innovation and Applied Studies, 10(3), 1028.
Moscariello, N., Fera, P., & Cinque, E. (2020). The information content of discretionary accruals during systemic crises. Journal of Applied Accounting Research, 21(3), 455–476. https://doi.org/10.1108/JAAR-04-2018-0054
Negkakis, I. (2021). Financial accounting for the shipping industry [PhD Thesis, University of Bath]. https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.828322
Ogutu, J. O. (2010). Institutional investors perception of information disclosed in financial reports of companies listed in the Nairobi Stock Exchange [PhD Thesis, University of Nairobi, Kenya]. http://erepository.uonbi.ac.ke/handle/11295/5929
Palacios-Manzano, M., Gras-Gil, E., & Santos-Jaen, J. M. (2021). Corporate social responsibility and its effect on earnings management: An empirical research on Spanish firms. Total Quality Management & Business Excellence, 32(7–8), 921–937. https://doi.org/10.1080/14783363.2019.1652586
Pham, H. Y., Chung, R. Y.-M., Roca, E., & Bao, B.-H. (2019). Discretionary accruals: Signalling or earnings management in Australia? Accounting & Finance, 59(2), 1383–1413.
Ramalingegowda, S., Utke, S., & Yu, Y. (2021). Common Institutional Ownership and Earnings Management*. Contemporary Accounting Research, 38(1), 208–241. https://doi.org/10.1111/1911-3846.12628
Roy, C., & Debnath, P. (2015). Opportunistic Use of Accrual Earnings in Financial Reporting: A Study of BSE Listed Firms in India. International Journal of Computational Engineering & Management, 18(4), 9–15.
Sitanggang, R. P., Karbhari, Y., Matemilola, B. T., & Ariff, M. (2019). Audit quality and real earnings management: Evidence from the UK manufacturing sector. International Journal of Managerial Finance, ahead-of-print. https://doi.org/10.1108/IJMF-03-2018-0095
Suk Yoon, S., Kim, H. J., & Woodruff, G. S. (2022). A critical evaluation of the Jones models and the industry approach for the estimation of discretionary accruals. Asia-Pacific Journal of Accounting & Economics, 29(2), 432–450.
Sun, L. (2009). An investigation of earnings management practices in Australian firms [PhD Thesis, Curtin University]. http://espace.curtin.edu.au/handle/20.500.11937/2113
Tran, D. T. H. (2022). The impact of firm characteristics on accrual-based earnings management: The case of listed companies in the manufacturing industry. VNUHCM Journal of Economics, Business and Law, 6(3), Article 3. https://doi.org/10.32508/stdjelm.v6i3.931
Ujah, N. U., & Brusa, J. (2014). Earnings Management, Financial Leverage, and Cash Flow Volatility: An Analysis by Industry. Journal of Business and Economics, 5(3), 338–348. https://doi.org/10.15341/jbe(2155-7950)/03.05.2014/005
Wasiuzzaman, S. (2018). Industry characteristics and earnings management: A study of Malaysian industries. International Journal of Emerging Markets, 13(5), 837–854. https://doi.org/10.1108/IJoEM-09-2017-0336
Yuan, R., Cheng, Y., & Ye, K. (2016). Auditor industry specialization and discretionary accruals: The role of client strategy. The International Journal of Accounting, 51(2), 217–239.