Application of the CAPM model to the manufacturing sector of other non-metallic mineral products in Ecuador: period 2009 -2019
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Abstract
Market risk analysis is a tool in decision-making in organizations, considering the high level of uncertainty that affects the fulfillment of business objectives. In this research work, the CAPM model is applied to calculate the minimum expected return for the manufacturing sector of other non-metallic mineral products in Ecuador (ISIC- C23), based on accounting financial information. In order to calculate the Beta coefficient, an estimation by ordinary least squares was carried out, where an adjusted ROE was proposed. The data was made up of an average of 183 companies in the 2009-2019 period. The Beta coefficient of the sector was 0,9737, a value slightly lower than that of the Manufacturing Industries sector (ISIC C), which was 1,0688. When disaggregating the analysis by subsector, it was determined that C231 has a Beta of 0,5976, a value less than 1, that is, it has less risk than the market. On the other hand, the C239 subsector had a Beta of 1,0008, a value close to 1, that is, its volatility was higher than that of the market. When calculating the minimum expected return, the results in all the analyzed sectors reflected a value lower than the average real return, that is, companies, on average have a higher performance than expected. Therefore, it can be said that companies create value.
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References
Adekunle, W., Bagudo, A. M., Odumosu, M., & Inuolaji, S. B. (2020). Predicting stock returns using crude oil prices: A firm level analysis of Nigeria’s oil and gas sector. Resources Policy, 68(May), 101708. https://doi.org/10.1016/j.resourpol.2020.101708
Banco Central del Ecuador. (2020a). Anuario estadístico 40. https://contenido.bce.fin.ec/documentos/PublicacionesNotas/Catalogo/Anuario/Boletinanuario.htm
Banco Central del Ecuador. (2020b). Cuentas nacionales provinciales. https://contenido.bce.fin.ec/documentos/Estadisticas/SectorReal/CuentasProvinciales/Indice.htm
Banco Central del Ecuador. (2020c). Indicadores económicos. https://www.bce.fin.ec/
Barinov, A., Xu, J., & Pottier, S. W. (2020). Estimating the Cost of Equity Capital for Insurance Firms With Multiperiod Asset Pricing Models. Journal of Risk and Insurance, 87(1), 213-245. https://doi.org/10.1111/jori.12267
Basu, D., & Chawla, D. (2010). An empirical test of CAPM-the case of Indian stock market. Global Business Review, 11(2), 209-220. https://doi.org/10.1177/097215091001100206
Bautista, R. (2013). Incertidumbre y riesgos en decisiones de inversión. Ecoe Ediciones.
Black, F. (1972). Capital Market Equilibrium with Restricted Borrowing. The Journal of Business, 45, No.3, 444-455.
Botello, H., y Guerrero, I. (2021). Modelo CAPM para valorar el riesgo de los inversionistas a partir de la información contable antes y después de las NIIF en los bancos de Colombia. Entramado, 17(1), 122–135. https://doi.org/10.18041/1900-3803/entramado.1.7242
Botero, D., y Vecino, C. (2015). Modelación de la relación rentabilidad-riesgo en el mercado accionario para países desarrollados y países emergentes en un mundo parcialmente integrado. Cuadernos de Administración, 31(53), 38-47. https://doi.org/10.25100/cdea.v31i53.15
Brealey, R., Allen, F., & Myers, S. (2010). Principios de finanzas corporativas (9.a ed.). McGraw-Hill Education.
Breeden, D. T., Gibbons, M. R., & Litzenberger, R. H. (1989). Empirical Tests of the Consumption-Oriented CAPM. The Journal of Business, 44(2), 231-262. https://doi.org/10.1111/j.1540-6261.1989.tb05056.x
Butt, H., y Sadaqat, M. (2020). The pricing of firm-specific risk in emerging markets. The Journal of Investment Strategies, 8(4), 21–32. https://doi.org/10.21314/JO IS.2020.115
Elsas, R., El-Shaer, M., & Theissen, E. (2003). Beta and returns revisited. Journal of International Financial Markets, Institutions and Money, 13(1), 1-18. https://doi.org/10.1016/s1042-4431(02)00023-9
Estrada, J. (2002). Systematic risk in emerging markets: The D-CAPM. Emerging Markets Review, 3(4), 365-379. https://doi.org/10.1016/S1566-0141(02)00042-0
Fama, E., & French, K. (1992). Required return on investments in construction. The cross section of expected stock returns, 47(1), 427-465. https://doi.org/10.1111/j.1540-6261.1992.tb04398.x
Fama, E., & French, K. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33(1), 3-56. https://doi.org/10.1016/0304-405X(93)90023-5
Fama, E., & French, K. (1996). Multifactor explanations of asset pricing anomalies. Journal of Finance, 51(1), 55-84. https://doi.org/10.1111/j.1540-6261.1996.tb05202.x
Feria, J. (2004). La medición de la rentabilidad y el riesgo bursátil. Actualidad Finanzas Personales.
Flores, E., Rodríguez, A., & Flores, J. (2019). Risk determination for manufacturing micro-companies in Mexico. Análisis económico, 34(87), 149-176. http://www.scielo.org.mx/scielo.php?pid=S2448-66552019000300149&script=sci_abstract&tlng=en
Isaac, D., Muñoz, A., Escobar, J., & de la Oliva de Con, F. (2021). The use of accounting beta as a risk assessment method for unlisted companies in Colombia. Revista Universidad y Sociedad, 13(2), 23–30. https://rus.ucf.edu.cu/index.php/rus/article/view/1938
Kayo, E., Martelanc, R., Brunaldi, E., & da Silva, W. (2020). Capital asset pricing model, beta stability, and the pricing puzzle of electricity transmission in Brazil. Energy Policy, 142(April), 111485. https://doi.org/10.1016/j.enpol.2020.111485
Leyva, E. (2014). Modelos multifactores macroeconómicos desde la perspectiva del Arbitrage Pricing Theory (APT). Análisis Económico, 29(71), 113-135. https://www.redalyc.org/articulo.oa?id=41333722006
Lintner, J. (1965). The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets. Review Literature and Arts of the Americas, 47(1), 13-37.
Markowitz, H. (1952). Portfolio Selection. The Journal of Finance, 7, 77-91. https://doi.org/10.1111/j.1540-6261.1952.tb01525.x
Martínez, C. E., Ledesma, J. S., y Russo, A. O. (2014). Modelos de cálculo de las betas a aplicar en el Capital Asset Pricing Model: el caso de Argentina. Estudios Gerenciales, 30(131), 200-208. https://doi.org/10.1016/j.estger.2014.03.002
Mellado, C., Jara, M., y Arias, J. (2011). ¿Es útil la información contable para aproximar el riesgo sistemático en el mercado de capitales chileno?, Evidencia para 1994-2004. Multidisciplinary Business Review, 4(1), 21–34.
Merton, R. (1973). An Intertemporal Capital Asset Pricing Model. Econometrica: Journal of the Econometric Society, 41(5), 867-887. https://doi.org/10.2307/1913811
Montenegro, E., Tinajero, F., y Pacheco, I. (2014). Estimación del riesgo de acciones a través de un modelo financiero y de modelos de heteroscedasticidad condicional autorregresiva. UTCiencia, 1(2), 61-71. http://investigacion.utc.edu.ec/revistasutc/index.php/utciencia/article/view/7
Mossin, J. (1966). Equilibrium in a Capital Asset Market. The Econometric Society, 34(4), 768-783. https://doi.org/http://dx.doi.org/10.2307/1910098
Orellana, I., Tonon, L., Reyes, M., Pinos, L., y Cevallos, E. (2020). Riesgos financieros en el sector manufacturero del Ecuador (1.a ed.). Casa editora Universidad del Azuay.
Pastuña, F. (2014). Cálculo del beta financiero de las empresas industriales que cotizan en la Bolsa de Valores de Quito - Ecuador y su impacto en el crecimiento económico del período 2010-2011. Departamento de Ciencias Administrativas, Económicas y de Comercio de la Universidad de las Fuerzas Armadas ESPE, 1-6. http://repositorio.espe.edu.ec/handle/21000/9123
Pereiro, L. (2006). The practice of investment valuation in emerging markets: Evidence from Argentina. Journal of Multinational Financial Management, 16(2), 160–183. https://doi.org/10.1016/j.mulfin.2005.06.001
Pereiro, L. (2010). The Beta Dilemma in Emerging Markets. Journal of Applied Corporate Finance, 22, 110-113. https://doi.org/10.1111/j.1745-6622.2010.00307.x
Ross, S. (1976). The arbitrage theory of capital asset pricing (Working Paper Version). Journal of Economic Theory, 13(3), 341–360.https://doi.org/10.1016/0022-0531(76)90046-6
Ross, S., Westerfield, R., y Jaffe, J. (2012). Finanzas corporativas (9.a ed.). McGraw-Hill Education.
Rubinstein, M. (1976). The valuation of uncertain income streams and the pricing of options. The Bell Journal of Economics, 7(2), 407-425. https://doi.org/10.2307/3003264
Ruíz, J., Altamirano, J., y Tonon, L. (2021). Aplicación del CAPM en Mercados Emergentes: Una revisión teórica. Podium, 39, 53–70. https://doi.org/10.31095/podium.2021.39.4
Santana, L. (2015). Estimación del beta para el sector inmobiliario a partir del desempeño de fondos de inversión inmobiliaria en Colombia. Revista Finanzas y Política Económica, 7(1), 83-95. https://doi.org/10.14718/revfinanzpolitecon.2015.7.1.4
Sharpe, W. (1964). Capital Asset Prices: A Theory of Market Equilibrium under Conditions of Risk. The Journal of Finance, 19(3), 425-442. https://doi.org/10.1111/j.1540-6261.1964.tb02865.x
St.-Pierre, J., & Bahri, M. (2006). The use of the accounting beta as an overall risk indicator for unlisted companies. Journal of Small Business and Enterprise Development, 13(4), 546-561. https://doi.org/10.1108/14626000610705741
Superintendencia de Compañías. Valores y Seguros. (2020). Portal de información. https://appscvsmovil.supercias.gob.ec/portalInformacion/sector_societario.zul
Támara, A., Chica, I., y Montiel, A. (2017). Metodología de cálculo del beta: Beta de los activos, beta apalancado y beta corregido por cash. Espacios, 38(34), 15. https://www.revistaespacios.com/a17v38n34/a17v38n34p15.pdf
Tobin, J. (1958). Liquidity Preference as Behavior Towards Risk. The Review of Economic Studies, 25(2), 65-86. https://doi.org/10.2307/2296205
Valverde, J., y Caicedo, F. (2019). Cálculo de las betas del Capital Asset Pricing Model como indicador de rentabilidad de las empresas vinculadas a la bolsa de valores de Ecuador. Universidad, Ciencia y Tecnología, 24(107), 79-87. https://doi.org/10.47460/uct.v24i107.417
Vélez, I. (2011). Estimación de betas y relación entre las betas apalancadas y el coste del capital. Análisis financiero, 116, 6-13. https://dialnet.unirioja.es/servlet/articulo?codigo=4540276
Villagómez, B. (2014). El riesgo medido a través del Modelo CAPM ajustado para Mercados emergentes. Economía y Negocios, 5(1), 70. https://doi.org/10.29019/eyn.v5i1.209