The Effect of Earnings Management Based on Discretionary Accruals on the Cost of Equity Capital of Listed Companies with the Control of Firm Size, Financial Leverage, and Growth Opportunities
Keywords:
Earnings management, discretionary accruals, cost of equity capital, firm size, financial leverage, growth opportunities, panel regressionAbstract
The purpose of this study was to investigate the effect of earnings management based on discretionary accruals on the cost of equity capital in listed companies, while controlling for the effects of firm size, financial leverage, and growth opportunities as control variables. The statistical population consisted of companies listed on the stock exchange, and after applying conventional screening criteria (excluding financial firms, firms with changes in fiscal year-end, and firms with insufficient data), a sample of 128 companies (896 firm-year observations) was selected for the period 2017–2023. Earnings management through discretionary accruals was measured using the Modified Jones Model, while the cost of equity capital was estimated using the Gordon Growth Model/dividend growth approach (and earnings-based models in the robustness test). Panel regression analysis was employed to test the research hypotheses. The results indicated that the coefficient of discretionary accruals was positive and statistically significant (t = 3.12, β = 0.041, p < .01). This finding suggests that an increase in accrual-based earnings management leads to a higher cost of equity capital. Furthermore, firm size had a negative and significant effect on the cost of capital (β = -0.018, p < .05), whereas financial leverage demonstrated a positive and significant effect (β = 0.067, p < .01). Growth opportunities also exhibited a positive effect (β = 0.012, p < .10). The explanatory power of the model was assessed as acceptable (Adjusted R² = 0.29). The findings confirm that accrual-based earnings management can increase informational risk and investor uncertainty, thereby increasing shareholders’ required rate of return (cost of capital).
References
[1] I. Dokas, C. Leontidis, N. Eriotis, and K. J. Hazakis, "Earnings Management. An Overview of the Relative Literature," 2021, doi: 10.47260/bae/823.
[2] B. Gonçalves, L. M. S. Coelho, and P. Pinto, "Earnings Management in the Hospitality Industry: A Systematic Literature Review," Tourism & Management Studies, vol. 20, no. 1, pp. 65-77, 2024, doi: 10.18089/tms.20240105.
[3] M. K. Khan, Y. Qin, and C. Zhang, "Financial Structure and Earnings Manipulation Activities in China," World Economy, vol. 45, no. 8, pp. 2593-2621, 2021, doi: 10.1111/twec.13232.
[4] S. H. Kalgo, H. S. Nahar, and B. A. A. Noordin, "The Impact of Initial Public Offering (IPO) Attributes, Firm-Level Characteristics and Ownership on Malaysian IPO Firms’ Earnings Management," Asian Academy of Management Journal of Accounting and Finance, vol. 18, no. 1, pp. 235-262, 2022, doi: 10.21315/aamjaf2022.18.1.10.
[5] M. Kusuma, "Can the Reclassification of Other Comprehensive Income Narrow the Opportunities for Creative Accounting: Earnings Management and Income Smoothing?," Jurnal Akuntansi Dan Keuangan, vol. 25, no. 1, pp. 25-38, 2023, doi: 10.9744/jak.25.1.25-38.
[6] A. Abdollahi, M. S. Gerayli, Y. R. Pitenoei, K. M. Hasani, and F. Riahi, "Information Risk, Cost of Equity and Stock Returns: Evidence From Iranian Firms," Journal of Financial Reporting and Accounting, vol. 21, no. 2, pp. 370-383, 2021, doi: 10.1108/jfra-01-2021-0025.
[7] A. M. Yusuf and O. Mutunga, "Effect of Earnings Quality on Market Value of Companies Listed at the Nairobi Securities Exchange, Kenya " International Journal of Social Science and Economic Research, vol. 6, no. 3, pp. 974-1027, 2021, doi: 10.46609/ijsser.2021.v06i03.017.
[8] C. Imperatore and M. Trombetta, "Earnings Management and Investor Protection During a Banking Crisis: The Role of the “Spare Tire” Effect," Journal of Accounting Auditing & Finance, vol. 40, no. 2, pp. 639-668, 2023, doi: 10.1177/0148558x231183759.
[9] N.-Q.-N. Ngo, K.-N. Phan, G.-N. Vu, T.-Q.-L. Nguyen, and V.-T. Tran, "Do Board Friendliness and Economic Development Affect Firm Abnormal Earnings?," vol. 34, pp. 151-164, 2022, doi: 10.15439/2022m4337.
[10] M. Mehrabanpour, O. Faraji, R. Sajadpour, and M. Alipour, "Financial Statement Comparability and Cash Holdings: The Mediating Role of Disclosure Quality and Financing Constraints," Journal of Financial Reporting and Accounting, vol. 18, no. 3, pp. 615-637, 2020, doi: 10.1108/jfra-12-2019-0167.
[11] I. Lisboa, M. Costa, and C. d. Reis, "Financial Reporting Quality Impact on the Firms’ Capital Structure," Review of Accounting and Finance, vol. 24, no. 3, pp. 310-328, 2025, doi: 10.1108/raf-07-2024-0290.
[12] O. A. Oyebamiji, "Ownership Structure and Earnings Quality of Listed Financial Firms in Nigeria," Journal of Business Administration Research, vol. 4, no. 2, 2021, doi: 10.30564/jbar.v4i2.2903.
[13] S. Alves, "CEO Duality, Earnings Quality and Board Independence," Journal of Financial Reporting and Accounting, vol. 21, no. 2, pp. 217-231, 2021, doi: 10.1108/jfra-07-2020-0191.
[14] S. M. Algrady, R. Huang, and E. M. Al‐Matari, "How Do Audit Committee Characteristics Affect the Quality of Financial Information? Evidence From Saudi Arabia and United Arab Emirates Companies," Sage Open, vol. 15, no. 2, 2025, doi: 10.1177/21582440251317803.
[15] A. Arianpoor and N. Farzaneh, "Auditor Industry Specialization and Cost of Equity on Earnings Management: The Moderating Role of Institutional Ownership," International Journal of Law and Management, vol. 65, no. 2, pp. 125-151, 2023, doi: 10.1108/ijlma-04-2022-0087.
[16] H. Muhtaseb, V. Paz, G. Tickell, and M. Chaudhry, "Leverage, Earnings Management and Audit Industry Specialization: The Case of Palestinian-Listed Companies," Asian Journal of Accounting Research, vol. 9, no. 1, pp. 78-93, 2024, doi: 10.1108/ajar-07-2023-0220.
[17] A. Naz and N. A. Sheikh, "Capital Structure and Earnings Management: Evidence From Pakistan," International Journal of Accounting and Information Management, vol. 31, no. 1, pp. 128-147, 2022, doi: 10.1108/ijaim-08-2022-0163.
[18] B. Ahmed and Z. Sulong, "The Influence of Cash Flows Volatility on the Relationship Between Leverage and Accruals Earnings Management," Academic Journal of Social Sciences (Ajss ), vol. 7, no. 2, pp. 163-182, 2023, doi: 10.54692/ajss.2023.07021992.
[19] M. Gürünlü, "The Moderating Effect of the Business Group Affiliation on the Relationship Between Debt and Earnings Management: Evidence From Borsa Istanbul," Sustainability, vol. 16, no. 11, p. 4620, 2024, doi: 10.3390/su16114620.
[20] H. A. R. D. Kannangara and S. Buvanendra, "Financial Distress and Earnings Management: Evidence From Sri Lanka," International Journal of Accountancy, vol. 2, no. 2, p. 47, 2022, doi: 10.4038/ija.v2i2.44.
[21] V. D. Nguyen, H. T. N. Anh, T. K. Linh, and V. C. Nguyen, "Financial Distress and Earnings Management: Evidence From Non-Financial Companies Listed on the Ho Chi Minh Stock Exchange," Journal of International Economics and Management, vol. 24, no. 2, pp. 54-72, 2024, doi: 10.38203/jiem.024.2.0086.
[22] E. Agustina and M. Malau, "Financial Distress, Earnings Management, and Leverage Effect on Firm Value With Firm Size as a Moderation Variable," International Journal of Social Service and Research, vol. 3, no. 3, pp. 856-868, 2023, doi: 10.46799/ijssr.v3i3.295.
[23] B. Yeboah and C. Pais, "International Financial Reporting Standards Adoption and Accounting Quality: Evidence From Ghanaian Listed Firms," Afro-Asian J of Finance and Accounting, vol. 11, no. 4, p. 490, 2021, doi: 10.1504/aajfa.2021.10041214.
[24] S. Rouvolis, "Financial Sector and Outbreak Of the Economic Crisis in 2008: IFRS versus US GAAP," Journal of Capital Markets Studies, vol. 6, no. 3, pp. 242-286, 2022, doi: 10.1108/jcms-06-2022-0022.
[25] G. Giudici and S. Vismara, "IPOs and Entrepreneurial Firms," Foundations and Trends® in Entrepreneurship, vol. 17, no. 8, pp. 766-852, 2021, doi: 10.1561/0300000067.
[26] S. K. Ganguli and S. G. Deb, "Public Sector Bank Dominated Financing and Earning Quality: Indian Evidence," Journal of Asia Business Studies, vol. 17, no. 1, pp. 1-14, 2021, doi: 10.1108/jabs-03-2021-0116.
[27] O. M. Alhawtmeh, A. Alleimoun, and G. Obeidat, "The Impact of the Earning Management Practices on Performance of Bank Sector in Jordan," 2024, doi: 10.20944/preprints202408.1513.v1.
[28] A. Tessema, "Audit Quality, Political Connections and Information Asymmetry: Evidence From Banks in Gulf Co-Operation Council Countries," International Journal of Managerial Finance, vol. 16, no. 5, pp. 673-698, 2020, doi: 10.1108/ijmf-01-2020-0027.
[29] R. M. N. C. Swarnapali, "Consequences of Corporate Sustainability Reporting: Evidence From an Emerging Market," International Journal of Law and Management, vol. 62, no. 3, pp. 243-265, 2020, doi: 10.1108/ijlma-12-2017-0294.
[30] K. C. T. Duho, E. T. Asare, A. Glover, and D. M. Duho, "Transfer Pricing, Earnings Management and Corporate Governance Among Listed Firms: Evidence From Ghana," Corporate Governance, vol. 24, no. 7, pp. 1663-1694, 2024, doi: 10.1108/cg-12-2022-0519.
[31] S. A. Abualhassan, A. I. Nour, S. Atout, Z. Daraghma, K. Jebreen, and R. M. Alzebdieh, "Does Corporate Governance Moderate the Impact of Earnings Management on Capital Structure of the Listed Corporations on Palestine and Amman Bourses," Discover Sustainability, vol. 5, no. 1, 2024, doi: 10.1007/s43621-024-00229-y.
[32] N. Maqsood, T. A. Shahid, and A. U. Rehman, "The Impact of Dividend and Tax Avoidance on Earning Management of Companies," Bbe, vol. 13, no. 1, 2024, doi: 10.61506/01.00201.
[33] E. F. Attia, H. H. Ezzeldeen, and E. O. Awad, "On the Impact of Family Versus Institutional Block-Holders on Accrual-Based Earnings Management and Firm Performance: Evidence From an Emerging Market," المجلة العملیة التجارة والتمویل, vol. 43, no. 2, pp. 1-40, 2023, doi: 10.21608/caf.2023.303692.
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Copyright (c) 2025 Hasan Pourkhurshid (Author); Zeinab Armon Manesh
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