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ROE (Net Income) versus ROE-CI (Comprehensive Income): A Multidimensional Analysis of a Time-Honoured Performance Metric Cover

ROE (Net Income) versus ROE-CI (Comprehensive Income): A Multidimensional Analysis of a Time-Honoured Performance Metric

Open Access
|Jun 2026

References

  1. Adwan, S., Ismail, A. A., & Girardone, C. (2020). Fair Value Accounting and Value Relevance of Equity Book Value and Net Income for European Financial Firms During the Crisis. Journal of International Accounting, Auditing and Taxation, 39. https://doi.org/10.1016/j.intaccaudtax.2020.100320
  2. Ahsan, A. F. M. (2013). Can ROE be Used to Predict Portfolio Performance? Journal of Academic Research in Economics, 5(1), 5–20. https://ttuir.tdl.org/server/api/core/bitstreams/5e81f6bb-535a-44f2-ba2c-96e897ec6184/content/pdf
  3. Arouri, M., Bellalah, M., Hamida, N., & Nguyen, D. K. (2012). Relevance of Fair Value Accounting for Financial Instruments: Some French Evidence. International Journal of Business, 17(2), 209–220.
  4. Augusto, M., Lisboa, J., & Brandão, E. (2009). Economic Sectors and Country Effects on the Return on Equity of European Firms. International Journal of Decision Sciences, Risk and Management, 1(3/4), 246–257. https://doi.org/10.1504/IJDSRM.2009.031121
  5. Badulescu, D., Akhtar, M. N., Ahmad, M., & Soharwardi, M. A. (2021). Accounting Policies, Institutional Factors, and Firm Performance: Qualitative Insights in a Developing Country. Journal of Risk and Financial Management, 14(10):473. https://doi.org/10.3390/jrfm14100473
  6. Ball, R., Gerakos, J. J., Linnainmaa, J. T., & Nikolaev, V. V. (2014). Deflating Profitability. Journal of Financial Economics, 117(2), 225–248. https://doi.org/10.2139/ssrn.2414543
  7. Barker, R., Lennard, A., Penman, S., & Teixeira, A. (2021). Accounting for Intangible Assets: Suggested Solutions. Accounting and Business Research, 52(6), 601–630. https://doi.org/10.1080/00014788.2021.1938963
  8. Barth, M. E. (1994). Fair Value Accounting: Evidence from Investment Securities and the Market Valuation of Banks. The Accounting Review, 69(1), 1–25. https://www.jstor.org/stable/248258
  9. Barth, M. E., Beaver, W. H., & Landsman, W. R. (2001). The Relevance of the Value Relevance Literature for Financial Accounting Standard Setting: Another View. Journal of Accounting and Economics, 31(1–3), 77–104. https://doi.org/10.1016/S0165-4101(01)00019-2
  10. Bazimya, S., & Erorita, S. M. (2024). Analyzing the Financial Performance of Manufacturing Firms: A Focus on Return on Equity, Return on Assets and Return on Sales. The International Journal of Humanities & Social Studies, 12(6), 12–18. https://doi.org/10.24940/theijhss/2024/v12/i6/hs2406-005
  11. Behn, M., & Couaillier, C. (2025). Weak Capital, Weak Provisions—Credit Risk Provisioning Under IFRS 9. Journal of Accounting and Economics, 101856. https://doi.org/10.1016/j.jacceco.2025.101856
  12. Bolek, M. (2025). Factors that Influence the Liquidity–Profitability Relationship in Companies Listed on the WSE. Central European Economic Journal, 12(59), 157–170. https://doi.org/10.2478/ceej-2025-0010
  13. Bunea, O. I., Corbos, R. A., & Popescu, R. I. (2019). Influence of Some Financial Indicators on Return on Equity Ratio in the Romanian Energy Sector - A Competitive Approach using a DuPont-Based Analysis, Energy, 189, 116251. https://doi.org/10.1016/j.energy.2019.116251
  14. Damodaran, A. (2007). Return on Capital (ROC), Return on Invested Capital (ROIC) and Return on Equity (ROE): Measurement and Implications. SSRN, http://doi.org/10.2139/ssrn.1105499
  15. Damodaran, A. (2012). Investment Valuation: Tools and Techniques for Determining the Value of Any Asset. Hoboken, NJ: John Wiley & Sons.
  16. De Wet, J. H. V. H., Du Toit, E. (2007): Return on Equity: A Popular, but Flawed Measure of Corporate Financial Performance, South African. Journal of Business Management, 38(1), 59–69. https://doi.org/10.4102/sajbm.v38i1.578
  17. Dechow, P. M., & Ge, W. (2006). The Persistence of Earnings and Cash Flow and Role of Special Items. Review of Accounitng Studies, 11(2), 253–296. https://doi.org/10.1007/s11142-006-9004-1
  18. Demir, V., Bahadır, O., & Öncel, A. G. (2013). What is the Best Measure of Financial Performance? Comprehensive Income Versus Net Income: Evidence from Turkey. Iktisat Isletme Ve Finans, 28(323), 73–96. https://doi.org/10.3848/iif.2013.323.3351
  19. Du, N., Stevens, K., McEnroe, J. (2015). The Effects of Comprehensive Income on Investors’ Judgments. Accounting Research Journal, 28(3), 284–299. https://doi.org/10.1108/ARJ-11-2013-0083
  20. Easton, P. D., & Harris, T. S. (1991). Earnings as an Explanatory Variable for Returns. Journal of Accounting Research, 29(1), 19–36. https://doi.org/10.2307/2491026
  21. Fairfield, P. M., & Yohn, T. L. (2001). Using Asset Turnover and Profit Margin to Forecast Changes in Profitability. Review of Accounting Studies, 6(4), 371–385. https://doi.org/10.1023/A:1012430513430
  22. Fama, E. F., & French, K. R. (1995). Size and Book-to-Market Factors in Earnings and Returns. Journal of Finance, 50(1), 131–155. https://doi.org/10.1111/j.1540-6261.1995.tb05169.x
  23. Fernández, F. S., & Arana, M. (2010). Effects of Comprehensive Income on ROE in a Context of Crisis: Empirical Evidence for IBEX-35 Listed Companies (2004–2008). International Business & Economics Research Journal, 9(1), 117–127. https://doi.org/10.19030/iber.v9i1.513
  24. Firmansyah, A., Fadlil, A., Wijaya, S., Irawan, F., Wibowo, P., & Mabrur, A. (2022). Value Relevance of Comprehensive Income: Tax Avoidance and Derivative Instruments. Corporate & Business Strategy Review, 3(1), 85–95. https://doi.org/10.22495/cbsrv3i1art8
  25. Francis, J., LaFond, R., Olsson, P. M., & Schipper, K. (2004). Costs of Equity and Earnings Attributes. Accounting Review, 79(4), 967–1010. https://doi.org/10.2308/accr.2004.79.4.967
  26. Gazzola, P., & Amelio, S. (2014). The Impact of Comprehensive Income on the Financial Ratios in a Period of Crises. Procedia Economics and Finance, 12, 174–183. https://doi.org/10.1016/S2212-5671(14)00333-5
  27. Hamamura, J. (2025). Disclosure Policy for Relative Performance Indicators under Product Market Competition. Journal of Accounting and Public Policy, 53, 107354. https://doi.org/10.1016/j.jaccpubpol.2025.107354
  28. Hawaldar, I. T., Meher, B. K., Kumari, P., & Kumar, S. (2022). Modelling the Effects of Capital Adequacy, Credit Losses, and Efficiency Ratio on Return on Assets and Return on Equity of Banks During COVID-19 Pandemic. Banks and Bank Systems, 17(1), 115–124. https://doi-org.infozdroje.czu.cz/10.21511/bbs.17(1)0.2022.10
  29. 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
  30. Helfert, E.A. (2001). Financial Analysis: Tools and Techniques. McGraw-Hill.
  31. Hirshleifer, D., Hou, K., & Teoh, S. H. (2004). Do Investors Overvalue Firms with Bloated Balance Sheets? Journal of Accounting and Economics, 38(1-3), 297–331. https://doi.org/10.1016/j.jacceco.2004.10.002
  32. Hołda, A., & Łojek, P. (2024). Do We Need a New Approach to R&D Works in Financial Reporting? Central European Economic Journal, 11(58), 346–363. https://doi.org/10.2478/ceej-2024-0023
  33. Hutcheson, G. D., & Sofroniou, N. (1999). The Multivariate Social Scientist: Introductory Statistics Using Generalized Linear Models. Thousand Oaks: Sage Publication.
  34. Jílková, P., Knihová, L. & Heroldová, N. (2025). From Obstacles to New Opportunities: Exploring Profitability in the Banking Industry amid Sustainability and the Green Transition. Financial Internet Quarterly, 21(3), 28–44. https://doi.org/10.2478/fiqf-2025-0017
  35. Kamugisha, D. K., & Sun, H. (2025). Environmental, Social, and Governance Ratings and Corporate Financial Performance: Evidence from Emerging Economies. Total Quality Management & Business Excellence, 36(13-14), 1480–1498. https://doi.org/10.1080/14783363.2025.2563668
  36. Kane, N. (2016). Fair Value Accounting for Health Care Entities: Impact on Hospital Performance Reporting. Journal of Health Care Finance, 43(2), 159–170. https://healthfinancejournal.com/index_php/johcf/article/download/108/112.pdf
  37. Kayakus, M., Tutcu, B., Terzioglu, M., Talas, H., & Unal Uyar, G. F. (2023). ROA and ROE Forecasting in Iron and Steel Industry Using Machine Learning Techniques for Sustainable Profitability. Sustainability, 15(9). https://doi.org/10.3390/su15097389
  38. Khan, S., Bradbury, M., & Courtenay, S. M. (2014). Value Relevance of Comprehensive Income. Australian Accounting Review, 28(2), 279–287. https://doi.org/10.1111/auar.12181
  39. Kira, M. I. (2014). A Framework for Analysing the Impact of Economic Variations on Return on Equity. International Journal of Managerial and Financial Accounting, 6(2), 146–155. https://doi.org/10.1504/IJMFA.2014.064520
  40. Kulikova, L. I., Gubaidullina, A. R., & Elsukova, T. V. (2019). The Influence of a Professional Accountant’s Judgment on the Financial Performance of Organization. International Journal on Emerging Technologies, 10(2a), 117–120.
  41. Kusuma, M., Assih, P., & Zuhroh, D. (2021). Return on Equity (ROE). JIMB, 22(2), 223–243. https://jurnal.umsu.ac.id/index.php/mbisnis/article/view/7935/8625
  42. Lavery, P., Amess, K., & Spaliara, M.-E. (2025). Private Equity Buyout Pricing, Returns, and Portfolio Firm Performance Across UK Regions. The British Accounting Review. https://doi.org/10.1016/j.bar.2025.101689
  43. Lev, B., & Thiagarajan, S. R. (1993). Fundamental Information Analysis. Journal of Accounting Research, 31(2), 190–215. https://doi.org/10.2307/2491270
  44. Li, S., Li, G., & Shi, S. (2021). Prediction and sensitivity analysis of companies’ return on equity based on deep neural network. Proceedings of the 4th International Conference on Information Management and Management Science. December 2021. https://doi.org/10.1145/3485190.3485211
  45. Liu, D., & Yadohisa, H. (2018). Capturing Profitability in Asset Pricing Models for Japanese Equities 1994–2016. International Journal of Economics and Finance, 10(5), 254–260. https://doi.org/10.5539/ijef.v10n5p254
  46. Liu, Q., Guo, Q., & Umair, M. (2026). Enhancing Equity Return Forecasting Through Oil Price Fluctuations: An Analysis of Economic Constraints and Predictive Strategies. Energy Strategy Reviews, 64, 102137. https://doi.org/10.1016/j.esr.2026.102137
  47. MacGregor, R. K., & MacGregor Pelikánová, R. (2019). The Nature and Meaning of the Directive 2013/34/EU on Financial Statements According to the CJ EU. Central European Economic Journal, 6(53), 246–261. https://doi.org/10.2478/ceej-2019-0014
  48. MacGregor Pelikánová, R., Hála, M., & Beneš, M. (2025). Unitary Patent System and Innovation Dynamics in the European Union: The Role of Economic Resources and R&D Investments. JEMI - Journal of Entrepreneurship, Management and Innovation, 21(2), 98–115. https://doi.org/10.7341/20252126
  49. Mechelli, A., & Cimini, R. (2013). Assessing Value Relevance of Comprehensive Income in European Banks and Other Financial Institutions. Financial Reporting, 13–41.
  50. Moussu, Christophe and Petit-Romec, Arthur, ROE in Banks: Myth and Reality (January 2, 2014). Available at SSRN: http://dx.doi.org/10.2139/ssrn.2374068
  51. Nissim, D., & Penman, S. H. (2001). Ratio Analysis and Equity Valuation: From Research to Practice. Review of Accounting Studies, 6(1), 109–154. https://doi.org/10.1023/A:1011338221623
  52. Özcan, A. (2016). How Well Does Comprehensive Income Measure Future Firm Performance Compared to Net Income? Evidence from Turkish Listed Firms. Business and Management Studies an International Journal, 3(3), 309–326.
  53. Palea, V. (2014). Fair Value Accounting and Its Usefulness to Financial Statement Users. Journal of Financial Reporting and Accounting, 12(2). http://doi.org/10.2139/ssrn.2365712
  54. Palepu, K. G., Healy, P. M., & Peek, E. (2010). Business Analysis and Valuation: IFRS Edition. Cengage Learning EMEA.
  55. Penman, S. H. (2001). Financial Statement Analysis and Security Valuation. McGraw-Hill.
  56. Penman, S. H. (2007). Financial Reporting Quality: Is Fair Value a Plus or a Minus? Accounting and Business Research, 37(1), 33–44. https://doi.org/10.1080/00014788.2007.9730083
  57. Petrović, D., Radosavac, A., & Mashovic, A. (2023). Implications of Applying Fair Value Accounting to Modern Financial Reporting. Journal of Process Management and New Technologies, 11(1-2), 22–33. https://doi.org/10.5937/jpmnt11-44074
  58. Plantin, G., Sapra, H., & Shin, H. S. (2008). Marking-to-Market: Panacea or Pandora’s Box? Journal of Accounting Research, 46(2), 435–460. https://doi.org/10.1111/j.1475-679X.2008.00281.x
  59. Ramzan, S. (2025). The Impact of Artificial Intelligence on Financial Ratios Indicating Financial Distress: Evidence from NYSE-Listed Companies. International Journal of Management and Data Analytics (IJMADA), 5(1), 47–59. https://ijmada.com/index.php/ijmada/article/view/72
  60. Rubáček, F., & MacGregor Pelikánová, R. (2025). Top Innovation EU Member States Based on European Patenting: Politicians, Academia and AI Got It Wrong? Equilibrium. Quarterly Journal of Economics and Economic Policy, 20(3), 953–997. https://doi.org/10.24136/eq.3883
  61. Sholahuddin, M., Pradana, A. N., & Awangrif, H. A. (2020). Pengaruh Profitabilitas, Leverage Dan Kebijakan Deviden Terhadap Nilai Perusahaan (Systemic Literature Review).
  62. Simanullang, C. D., Edward, Y. R., Ginting, R. R., & Simorangkir, E. N. (2021). The Effect of Return on Assets (ROA) and Return on Equity (ROE) on Company Value With Capital Structure As Moderating Variables in Banking Companies Listed on the Indonesia Stock Exchange. International Journal of Business, Economics and Law, 24(6), 129–134.
  63. Siwiec, K., Karkowska, R. (2024). Relationship Between ESG and Financial Performance of Companies in the Central and Eastern European Region. Central European Economic Journal, 11(58), 178–199. https://doi.org/10.2478/ceej-2024-0013
  64. Soliman, M.T. (2008). The Use of DuPont Analysis by Market Participants. The Accounting Review, 83(3), 823–853. https://doi.org/10.2308/accr.2008.83.3.823
  65. Stickney, C. P., Weil, R. L., Schipper, K., & Francis, J. (2006). Financial Accounting: An Introduction to Concepts, Methods, and Uses. Thomson South-Western.
  66. Sun, L. (2025). Financial Statement Analysis in the ERA of Big Data: A Comparative Study of Machine Learning Techniques and Traditional Methodologies. Edelweiss Applied Science and Technology, 9(7), 238–259. https://doi.org/10.55214/25768484.v9i7.8563
  67. Weidman, S. M., McFarland, D. J., & Meric, I. (2019). Determinants of Return-on-Equity in USA, German and Japanese Manufacturing Firms. Managerial Finance, 45(3), 445–451. https://doi.org/10.1108/MF-07-2018-0305
  68. White, G. I., Sondhi, A. C., & Fried, D. (2003). The Analysis and Use of Financial Statements. John Wiley and Sons.
  69. Wu, M., Huang, W., Liu, X., & Meng, O. (2026). Firm Connection and Equity Return Predictability – Graph-Based Machine Learning Methods. The British Accounting Review, 58(2), 101436. https://doi.org/10.1016/j.bar.2024.101436
  70. Yao, M., & Yang, S. (2026). Digital Business Model Innovation, Operational Efficiency, and Corporate Financial Performance. Finance Research Letters, 91, 109445, https://doi.org/10.1016/j.frl.2025.109445
  71. Young, S. D. (1999). Some Reflections on Accounting Adjustments and Economic Value Added. Journal of Financial Statement Analysis, 4(2), 7–19. https://www.researchgate.net/publication/260419452_Some_Reflections_on_Accounting_Adjustments_and_Economic_Value_Added
  72. Yousefinejad, M., Ahmad, A., & Embong, Z. (2017). Value Relevance of Other Comprehensive Income and Its Available-for-Sale Financial Instruments and Revaluation Surplus of Property, Plant and Equipment Components. Asian Journal of Accounting and Governance, 8, 133–143. http://doi.org/10.17576/AJAG-2017-08-12
DOI: https://doi.org/10.2478/ceej-2026-0011 | Journal eISSN: 2543-6821 | Journal ISSN: 2544-9001
Language: English
Page range: 192 - 207
Submitted on: Dec 20, 2025
Accepted on: Apr 23, 2026
Published on: Jun 20, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Marzena Remlein, Małgorzata Rówińska-Kráľ, Radka MacGregor Pelikánová, published by Faculty of Economic Sciences, University of Warsaw
This work is licensed under the Creative Commons Attribution 4.0 License.