The influence of residual operating profit on stock returns: Empirical evidence from B3 S/A

Authors

DOI:

https://doi.org/10.36517/contextus.2025.94001

Keywords:

residual income, operational performance, stock returns, RNOA, WACC

Abstract

Background: Among the most relevant accounting indicators for understanding corporate characteristics and supporting decision-making, metrics focused on operational activities stand out. These indicators may offer greater efficiency in predicting stock returns, as they encompass a business's core transactions and provide a more accurate representation of a firm's financial condition.

Purpose: This study investigates the explanatory power of residual operating income—measured by the Return on Net Operating Assets (RNOA) and the Weighted Average Cost of Capital (WACC)—on stock returns. It hypothesizes the existence of a significant relationship between stock returns and residual operating income.

Method: Data were collected from companies listed on B3 — excluding financial institutions, holding companies, real estate funds, and investment vehicles—via the Refinitiv Eikon© system from 2015 to 2022. The final sample comprised 1,224 observations. Statistical tools employed include descriptive analysis, correlation matrix, quantile regression, and time series analysis.

Results: The findings indicate that residual operating income explains stock returns in the 0.25 and 0.75 quantiles, suggesting the proposed metric's predictive power. The impact of the COVID-19 pandemic proved significant across all quantiles, highlighting its relevance to financial markets. Time series analysis revealed that stock returns closely tracked residual operating income throughout the study period, except in 2017 and 2022.

Conclusions: This study contributes to the accounting literature by introducing a novel metric for the Brazilian context and offers practical implications for financial markets. This metric supports more informed decisions by investors, financial analysts, and managers

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Author Biographies

Mateus Barreto Vieira da Silva, Federal University of Bahia (UFBA)

Professor of Accounting at Bahia State University (UNEB) and Master Student in Accounting at Federal University of Bahia (UFBA)

Postgraduate in Business Management at University of São Paulo (USP)

César Valentim de Oliveira Carvalho Junior, Federal University of Bahia (UFBA)

Professor of Accounting at Federal University of Bahia (UFBA)

PhD in Accounting at University of São Paulo (USP)

Camila Rodrigues de Araujo Goes da Cunha, Federal University of Bahia (UFBA)

Master Student in Accounting at Federal University of Bahia (UFBA)

Postgraduate in Tax Law at Pontifical Catholic University of Minas Gerais (PUC-Minas)

References

Amir, E., Kama, I., & Livnat, J. (2011). Conditional versus unconditional persistence of RNOA components: Implications for valuation. Review of Accounting Studies, 16, 302-327. https://doi.org/10.1007/s11142-010-9138-z

Bastos, D. D., Nakamura, W. T., David, M., & Rotta, U. A. S. (2009). A relação entre o retorno das ações e as métricas de desempenho: Evidências empíricas para as companhias abertas no Brasil. Revista de Gestão, 16(3), 65-79. https://doi.org/10.5700/rege373

Bastos, E. V. P., Matos, V. S., & Macedo, M. Á. S. (2019). Relevância da informação contábil de lucro e fluxo de caixa: Um estudo com foco em ações ordinárias e preferenciais. Revista de Gestão dos Países de Língua Portuguesa, 18(2), 104-125. https://doi.org/10.12660/rgplp.v18n2.2019.78785

Cameron, A. C., & Trivedi, P. K. (2005). Microeconometrics Methods and Applications. Cambridge University Press (1.ed.). New York: Cambridge University Press

Campos, O. V., Lamounier, W. M., & Bressan, V. G. F. (2012). Retornos das ações e o lucro: Avaliação da relevância da informação contábil. Revista de Contabilidade e Organizações, 6(16), 20-38. https://doi.org/10.11606/rco.v6i16.52665

Carvalho, L., Barbosa, I., & Cunha, M. E. S. (2023). Valor de mercado e crise: Evidências para empresas brasileiras de capital aberto. Revista de Auditoria Governança e Contabilidade, 11(46), 1-14. https://revistas.fucamp.edu.br/index.php/ragc/article/view/3044

Collins, D. W., Maydew, E. L., & Weiss, I. S. (1997). Changes in the value-relevance of earnings and book values over the past forty years. Journal of Accounting and Economics, 24(1), 39-67. https://doi.org/10.1016/S0165-4101(97)00015-3

Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25(2), 28-30. https://doi.org/10.2307/2325486

Fama, E. F., & French, K. R. (2000). Forecasting profitability and earnings. The Journal of Business, 73(2), 161-175. https://doi.org/10.1086/209638

Feltham, G. A., & Ohlson, J. A. (1995). Valuation and clean surplus accounting for operating and financial activities. Contemporary Accounting Research, 11(2), 689-731. https://doi.org/10.1111/j.1911-3846.1995.tb00462.x

Guastin, F. R., & Pianca, O. J. B. (2022). Efeito dos indicadores econômico-financeiros no preço das ações de empresas listadas na B3. Pretexto, 23(4), 9-32. http://revista.fumec.br/index.php/pretexto/article/view/8582

Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of Financial Economics, 3(4), 305-360. https://doi.org/10.1016/0304-405X(76)90026-X

Klingenberg, B., Timberlake, R., Geurts, T. G., & Brown, R. J. (2013). The relationship of operational innovation and financial performance — A critical perspective. International Journal of Production Economics, 142(2), 317-323. https://doi.org/10.1016/j.ijpe.2012.12.001

Kothari, S. P., & Wasley, C. (2019). Commemorating the 50-year anniversary of Ball and Brown (1968): The evolution of capital market research over the past 50 years. Journal of Accounting Research, 57(5), 1117-1159. https://doi.org/10.1111/1475-679X.12287

Lopes, A. B. (2001). A relevância da informação contábil para o mercado de capitais: O modelo de Ohlson aplicado a Bovespa (Tese de Doutorado). Universidade de São Paulo, São Paulo, SP. https://doi.org/10.11606/T.12.2001.tde-02062020-174635

Malta, T. L., & Camargos, M. A. (2016). Variáveis da análise fundamentalista e dinâmica e o retorno acionário de empresas brasileiras entre 2007 e 2014. REGE - Revista de Gestão, 23(1), 52-62. https://doi.org/10.1016/j.rege.2015.09.001

Marteletto, S. R. (2022). Técnicas de seleção de atributos através de Random Forests: um estudo de caso para detecção de tendências em séries temporais financeiras (Dissertação de Mestrado). Universidade de São Paulo, São Paulo, SP. https://doi.org/10.11606/D.100.2022.tde-08032023-134543

Morris, R. D. (1987). Signalling, Agency Theory and Accounting Policy Choice. Accounting and Business Research, 18(69), 47-56. https://doi.org/10.1080/00014788.1987.9729347

Nissim, D. (2021). Steady-state Growth. Columbia Business School Research Paper. https://doi.org/10.2139/ssrn.3898767

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

O’hanlon, J., & Peasnell, K. (2002). Residual income and value-creation: The missing link. Review of Accounting Studies, 7, 229-245. https://doi.org/10.1023/A:1020230203952

Ohlson, J. A. (1995). Earnings, book values, and dividends in equity valuation. Contemporary Accounting Research, 11(2), 661-687. https://doi.org/10.1111/j.1911-3846.1995.tb00461.x

Oliveira, J. F. R., Viana, D. B. C., Junior, Ponte, V. M. R., & Domingos, S. R. M. (2017). Indicadores de desempenho e valor de mercado: Uma análise nas empresas listadas na BM&FBOVESPA. Revista Ambiente Contábil, 9(2), 240-258. https://doi.org/10.21680/2176-9036.2017v9n2ID10787

Pletsch, C. S., & Ritta, C. O. (2018). Relação entre indicadores de desempenho financeiro e retorno de ações no mercado brasileiro (2008-2013). In A. T. B. B. Dias & C. O. Ritta (Orgs.), Saberes Contábeis 5 (pp.87-112). Curitiba: Multideia. https://www.researchgate.net/publication/328462558_Saberes_Contabeis_v5

Rinaldi, L., Cho, C. H., Lodhia, S. K., Michelon, G., & Tilt, C. A. (2020). Accounting in times of the COVID-19 pandemic: A forum for academic research. Accounting Forum, 44(3), 180-183. https://doi.org/10.1080/01559982.2020.1778873

Santos, J. V. J., Tavares, A. L., Azevedo, Y. G. P., & Freitas, R. M., Neto. (2018). Relação entre o retorno das ações e o Economic Value Added (Eva): Evidências empíricas em companhias abertas no Brasil. Revista Evidenciação Contábil & Finanças, 6(1), 119-131. https://doi.org/10.18405/recfin20180107

Soares, E. R., & Galdi, F. C. (2011). Relação dos modelos DuPont com o retorno das ações no mercado brasileiro. Revista Contabilidade & Finanças, 22(57), 279-298. https://doi.org/10.1590/S1519-70772011000300004

Souza, C. C., Carneiro, J. B. A., Junior, Cristaldo, M. F., Castelão, R. A., Frainer, D. M., & Viganó, H. H. G. (2022). Forecast of the production of sugarcane and its derivatives, through ARIMA, in the period from 2020 to 2025 in the Centro-South macroregion of Brazil. Research, Society and Development, 11(4), e6211427048. https://doi.org/10.33448/rsd-v11i4.27048

Subedi, M., & Farazmand, A. (2020). Economic Value Added (EVA) for performance evaluation of public organizations. Public Organization Review, 20, 613-630. https://doi.org/10.1007/s11115-020-00493-2

Suhadak, S., Kurniaty, K., Handayani, S. R., & Rahayu, S. M. (2018). Stock return and financial performance as moderation variable in influence of good corporate governance towards corporate value. Asian Journal of Accounting Research, 4(1), 18-34. https://doi.org/10.1108/AJAR-07-2018-0021

Vorst, P., & Yohn, T. L. (2018). life cycle models and forecasting growth and profitability. The Accounting Review, 93(6), 357-381. https://doi.org/10.2308/accr-52091

Wang, J., Fu, G., & Luo, C. (2013). Accounting information and stock price reaction of listed companies — Empirical evidence from 60 listed companies in Shanghai stock exchange. Journal of Business & Management, 2(2), 11-21. https://doi.org/10.12735/jbm.v2i2p11

Published

07/16/2025

How to Cite

Silva, M. B. V. da, Carvalho Junior, C. V. de O., & Cunha, C. R. de A. G. da. (2025). The influence of residual operating profit on stock returns: Empirical evidence from B3 S/A. Contextus - Revista Contemporânea De Economia E Gestão, 23, e94001. https://doi.org/10.36517/contextus.2025.94001

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