Ralação entre criação do valor econômico e a inadimplência financeira das empresas que não contribuem na bolsa de valores da Colômbia (2016-2019)

Conteúdo do artigo principal

Daniel Isaac Roque
https://orcid.org/0000-0002-7536-025X
Andrés Caicedo Carrero
https://orcid.org/0000-0001-7749-684X

Resumo

Este artigo tem como objetivo avaliar a correlação dos resultados apresentados das aplicações financeiras Altman Z-Score e Economic Value Added (EVA). Para alcançar este propósito aplica-se enfoque metodológico quantitativo, com um alcance descritivo. Os resultados confirmam a efetividade da aplicação individual EVA e o modelo de pontuação Z. Contudo, as provas estadísticas (correlação, gráficos de dispersão e regressão lineal) revelam uma baixa relação entre a criação do valor econômico agregado e a probabilidade de inadimplência financeira. Os resultados evidenciam que, ao executar as duas aplicações de medição de desempenho financeiro, os resultados se podem contradizer entre si, no entanto a empresa cria valor, que implica uma baixa probabilidade de inadimplência financeira, y a probabilidade de falência, é dizer, um Z-Score baixo. Se pode concluir que a mínima relação devese a base de informação financeira que é utilizada para o cálculo das duas ferramentas. Diferente da aplicação EVA, que precisa definir vaiáveis exógenas que as empresas não podem controlar, o modelo Z centraliza seu cálculo nas variáveis endógenas dos estados financeiros da empresa.


Como Citar
Isaac Roque, D., & Caicedo Carrero, A. . (2022). Ralação entre criação do valor econômico e a inadimplência financeira das empresas que não contribuem na bolsa de valores da Colômbia (2016-2019). Semestre Económico, 24(57), 76–97. https://doi.org/10.22395/seec.v24n57a4

Detalhes do artigo

Referências

Almamy, J., Aston, J. y Ngwa, L. N. (2016). An evaluation of Altman’s Z-score using cash flow ratio to predict corporate failure amid the recent financial crisis: Evidence from the UK. Journal of Corporate Finance, 36, 278-285. https://doi.org/10.1016/j.jcorpfin.2015.12.009

Altman, E. (1968). Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy. Journal of Finance, 23(4), 589-609. https://doi.org/10.2307/2978933

Altman E. I. (1970). Ratio Analysis and the Prediction of Firm Failure: A Reply. The Journal of Finance, 25(25), 1169-1172. https://doi.org/10.2307/2978933

Altman E.I. (1983). Corporate Financial Distress. Wiley Interscience. Altman E. I., Hartzell J. y Peck M. (1998). Emerging Market Capital Flows. The New York University Salomon Center Series on Financial Markets and Institutions (vol 2). Springer. https://doi.org/10.1007/978-1-4615-6197-2_25

Altman, E.I. y Hotchkiss, E. (2006). Corporate Financial Distress & Bankruptcy. Third edition. J. Wiley & Sons. Hoboken. http://ndl.ethernet.edu.et/bitstream/123456789/27600/2/68.pdf.pdf

Altman, E. I., Danovi, A. y Falini, A. (2013). Z-Score Models’ Application to Italian Companies Subject to Extraordinary Administration. Journal of Applied Finance, 23(1), 128-137. https://ssrn.com/abstract=2686750

Altman, E. I., Iwaniczâ€Drozdowska, M., Laitinen, E. K. y Suvas, A. (2017). Financial distress prediction in an international context: A review and empirical analysis of Altman’s Zâ€Score model. Journal of International Financial Management and Accounting, 27, 131–171. https://doi.org/10.1111/jifm.12053

Al-Shishany, A., Al-Omush, A. y Guermat, C. (2020). The impact of economic value added (EVA) adoption on stock performance. Accounting, 6, 687–704. https://doi.org/10.5267/j.ac.2020.6.015

Apan, M., Öztel, A. y İslamoğlu, M. (2018). Comparative empirical analysis of financial failures of enterprises with altman Z-score and VIKOR methods: BIST food sector application.

Australasian Accounting, Business and Finance Journal, 12(1), 77-101. http://dx.doi.org/10.14453/aabfj.v12i1.6

Caro, N., Guardiola, M. y Ortiz, P. (2018). Árboles de clasificación como herramienta para predecir dificultades financieras en empresas Latinoamericanas a través de sus razones contables. Contaduría y Administración, 63(1), 1-14. https://doi.org/10.22201/fca.24488410e.2018.1148

De la Oliva, F. (2016). Gestión del riesgo financiero internacional. Editorial Félix Varela.

De Sousa, F. (2013). Modelo de valoración de activos financieros (CAPM) y teoría de valoración por arbitraje (APT): Un test empírico en las empresas del sector eléctrico brasileño. Cuadernos de Contabilidad, 14(35), 731-746. https://revistas.javeriana.edu.co/index.php/cuacont/article/view/7117

Dierks, P. A. y Patel, A. (1997). What is EVA, and how can it help your company? Strategic Finance, 79(5), 52-58. https://sfmagazine.com/wp-content/uploads/historic/1990-1999/1997-11-Management-Accounting-v79-n5.pdf

Du Jardin, P. (2015). Bankruptcy prediction using terminal failure processes. European Journal of Operational Research, 242, 286–303. https://doi.org/10.1016/j.ejor.2014.09.059

Gitman, l. y Chad, Z. (2012). Principios de Administración Financiera. Pearson Education.

Gómez, F., Ferruz, L. y Vargas, M. (2012). Can we beat the market with beta? An intuitive test of the CAPM. Spanish Journal of Finance and Accounting, 41(155), 333-352. https://doi.org/10.1080/02102412.2012.10779727

Hernández, M. (2014). Modelo financiero para la detección de quiebras con el uso de análisis discriminante múltiple. InterSedes, 15(32), 4-19. https://doi.org/10.15517/isucr.v15i32.17792

Isaac, D., Álvarez, A. N., Escobar, J. H. y De la Oliva, F. (2021). The use of accounting beta as a risk assessment method for unlisted companies in Colombia. Universidad y Sociedad, 13(2), 23-30. https://rus.ucf.edu.cu/index.php/rus/article/view/1938

Isaac, D. y Caicedo, A. (2021). Uso del valor económico agregado en empresas no cotizantes en el mercado de valores de Colombia. Universidad y Sociedad, 13(S3), 592-602. https://rus.ucf.edu.cu/index.php/rus/article/view/2525

Kacer, M., Ochotnický, P. y Alexy, M. (2019). The Altman’s revised Z’-Score model, non-financial information and macroeconomic variables: Case of Slovak SMEs. Ekonomicky casopis, 67(4), 335-366. https://eprints.whiterose.ac.uk/147316/1/0517110904%2019%20Alexy%20%2B%20SR.pdf

Kaur, N., Sharma, P. y Mohan, M. (2017). Economic value added vs. Pablo Fernández model; ¿which one is a better indicator for measuring shareholders value creation? International Journal of Applied Business and Economic Research, 15(15), 41-56. https://serialsjournals.com/abstract/66989_4.pdf

Khanin, G. I. (2018). Alternative assessment of the Altman model for Gazprom Group for 2016: Facts and hypotheses. Terra Economicus, 16(2), 17-26. https://doi.org/10.23683/2073-6606-2018-16-2-17-26

Khanin, G. I. (2019). Altman’s model for the industry of the Russian Federation in 2015 compared to the data of Rosneft and Gazprom group: facts and hypotheses. Terra Economicus, 17(2), 124-145. https://doi.org/10.23683/2073-6606-2019-17-2-124-145

Koziol, C. (2013). A simple correction of the WACC discount rate for default risk and bankruptcy costs. Quant Finan Acc, 42(4), 653-666. https://doi.org/10.1007/s11156-013-0356-x

KÅ™eÄková, Å . (2018). Using economic value added in ex-ante profitability Calculation of bank´s medium-sized clients. Prague Economic Papers, 27(2), 232-247, https://doi.org/10.18267/j.pep.653

Longinidis, P. y Georgiadis, M. C. (2013). Managing the trade-offs between financial performance and credit solvency in the optimal design of supply chain networks under economic uncertainty. Computers & Chemical Engineering, 48, 264-279. https://doi.org/10.1016/j.compchemeng.2012.09.019

Modanlo, A. y Mohammad, S. (2020). The Comprehensive and Fundamental Analysis of the Application of Economic Value Added (EVA) in Tehran Stock Exchange. Revista San Gregorio, 1(37), 195-204. www.revista.sangregorio.edu.ec/index.php/REVISTASANGREGORIO/article/view/1295/27-Alireza

Padilla, A. y Rivera, J. (2016). Industria automotriz de Colombia: ¿un motor generador de valor económico agregado? Cuadernos de Contabilidad, 17(44), 317-348. https://doi.org/10.11144/Javeriana.cc17-44.iacm

Priyanka, T. y Sudha, B. (2020). Concept of Economic Value Added and its Application in Commercial Banks. International Journal of Scientific & Technology Research, 9(3), 1639-1641. https://www.ijstr.org/final-print/mar2020/Concept-Of-Economic-Value-Added-And-Its-Application-In-Commercial-Banks.pdf

Rahayu, F., Suwendra, I. W. y Yulianthini, N. N. (2016). Analisis financial distress dengan menggunakan metode Altman Z-Score, Springate, dan Zmijewski pada perusahaan telekomunikasi. Jurnal Manajemen Indonesia, 4(1). https://ejournal.undiksha.ac.id/index.php/JMI/article/viewFile/6669/4532

Rivera, J., Mamián, L. y Rojas, C. (2019). Factores que influyen sobre el valor económico de la industria de confecciones en Colombia. Revista CEA, 5(9), 131-146. https://doi.org/10.22430/24223182.1311

Rivera, J. y Padilla, A. (2016). Sector autopartes en Colombia: comportamiento financiero durante el período 2008 2014. Entramado, 12(1), 12-29, http://dx.doi.org/10.18041/entramado.2016v12n1.23113

Sabol, A. y Sverer, F. (2017). A review of the economic value added literature and application. mUTMS Journal of Economics, 8(1), 19-27. http://hdl.handle.net/10419/174163

Santos, J. V. J., de Lima Tavares, A., Azevedo, Y. G. P. y de Freitas Neto, R. M. (2018). Relação entre o retorno das ações e o economic value added (EVA): evidências empíricas emcompanhias abertas no Brasil. Revista Evidenciação Contábil & Finanças, 6(1), 119-131. https://doi.org/10.18405/recfin20180107

Subedi, M. y 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

Sudiyatno, B. y Puspitasari, E. (2010). Tobin’s q dan Altman z-score sebagai indikator pengukuran kinerja perusahaan. Kajian Akuntansi, 2(1), 9-21. https://n9.cl/mciur

Stewart, B. (2019). EVA, not EBITDA: A New Financial Paradigm for Private Equity Firms. Journal of Applied Corporate Finance, 31(3), 103-115. https://doi.org/10.1111/jacf.12365

Sun, J., Li, H., Huang, Q. H. y He, K. Y. (2014). Predicting financial distress and corporate failure: A review from thestateâ€ofâ€theâ€art definitions, modeling, sampling, and featuring approaches. Knowledgeâ€Based Systems, 57, 41–56. https://doi.org/10.1016/j.knosys.2013.12.006

Tamara, A. L.; Chica, I. E. y Montiel, A. (2017). Metodología de Cálculo del Beta: Beta de los activos, beta apalancado y beta corregido por cash. Espacios, 38(34), 1-21. http://www.revistaespacios.com/a17v38n34/a17v38n34p15.pdf

Tudose, M. B., Rusu, V. D. y Avasilcai, S. (2021). Performance Management for Growth: A Framework Based on EVA. Journal of Risk and Financial Management 14(3), 2-19. https://doi.org/10.3390/jrfm14030102

Vavrek, R., Gundová, P., KravÄáková Vozárová, I. y KotuliÄ, R. (2021). Altman Model VerificationmUsing a Multi-criteria Approach for Slovakian Agricultural Enterprises. E&M Economics and Management, 24(1), 146–164. https://doi.org/10.15240/tul/001/2021-1-010

Young, S. y O’Byrne, S. (2001). EVA and Value-Based Management. A Practical Guide to Implementation. McGraw-Hill Education.

Zhang, J. y Aboud, A. (2020). Determinants of economic value added (EVA) in Chinese listed Banks. Asian Review of Accounting, 27(4), 595-613. https://doi.org/10.1108/ARA-11-2018-0216

Zylberberg, A. (2016). Probabilidad y Estadística. Nueva Librería.

Biografia do Autor

Daniel Isaac Roque, Corporación Universitaria Iberoamericana

Licenciado en Contabilidad y Finanzas, Universidad de la Habana, Cuba; magister en Contabilidad, Universidad de la Habana, Cuba; estudiante de Doctorado en Ciencias Contables y Financieras, Universidad de la Habana, Cuba. Director académico programa de Contaduría Pública, Corporación Universitaria Iberoamericana, Bogotá, Colombia. Correo electrónico: danyisaac82@gmail.com, Orcid: https://orcid.org/0000-0002-7536-025X

Andrés Caicedo Carrero, Corporación Universitaria Iberoamericana

Administrador de Empresas Comerciales, Universidad Colegio Mayor de Cundinamarca, Bogotá, Colombia. Magister en Finanzas, Universidad Externado de Colombia, Bogotá, Colombia. Docente de posgrado, Corporación Universitaria Iberoamericana, Bogotá, Colombia. Correo electrónico: oandrescaicedo@gmail.com, Orcid: https://orcid.org/0000-0001-7749-684X