Teste da abordagem de Benjamin Graham para Investidores Defensivos no mercado de ações brasileiro

Antonio Santos; Luís Carazza

doi:10.23925/cafi.71.65982

Authors

Antonio Santos Universidade Federal Rural de Pernambuco
Luís Carazza Universidade Federal Rural de Pernambuco

DOI:

https://doi.org/10.23925/cafi.71.65982

Keywords:

Brazilian capital market, financial statements analysis, investment strategy, stocks, value investing

Abstract

Graham believed that investors willing to spend little time valuing assets could be successful if they purchased stocks in companies that met seven criteria that measured the quality of their financial performance and price attractiveness. Although several Brazilian studies demonstrate the effectiveness of Graham's philosophy, to our knowledge, none apply the recommendations in the exact way published by the author. This article, therefore, aims to verify if the strategy destined for Defensive Investors presented by Benjamin Graham in The Intelligent Investor is effective in the Brazilian stock market. To achieve this objective, we constructed portfolios of stocks that met the Graham criteria in April of each year between 2011 and 2020. We then evaluated their performance based on the Fama-French Three-Factor Model at 2, 4, 6, 8, and 10 years of investment. Finally, we used the Ordinary Least Squares (OLS) technique to estimate the Model's coefficients. The results reveal that the portfolios showed an excess return to the market at intervals of eight and ten years of investment. Thus, the strategy proves to be effective for the Brazilian stock market.

References

Almeida, V. G. A., Oliveira, P. H. M., Botrel, P. C. M. G. G., & Martins, M. G. (2011). Teste da aplicação de critérios de análise fundamentalista às ações negociadas na Bovespa: 1997-2011. Anais Do XIV SemeAD – Seminários Em Administração. São Paulo, SP, Brasil. Recuperado de: http://sistema.semead.com.br/14semead/resultado/trabalhosPDF/1066.pdf

Artuso, A. R., & Chaves Neto, A. (2010). O uso de quartis para a aplicação dos filtros de Graham na Bovespa (1998-2009). Revista Contabilidade & Finanças, 21(52), 1–20. Recuperado de: https://www.scielo.br/j/rcf/a/YcKZRzbBng7sn7GPBgXJpwf/

Assaf Neto, Alexandre. (2021). Mercado Financeiro (15th ed.). São Paulo: Atlas.

Barberis, N., & Thaler, R. (2003). A survey of behavioral finance. Em G. M. Constantinides, M. Harris, & R. M. Stulz (Eds.), Handbook of the Economics of Finance (pp. 1053–1128). North Holland.

Bildersee, J. S., Cheh, J. J., & Zutshi, A. (1993). The performance of Japanese common stocks in relation to their net current asset values. Japan and the World Economy, 5(3), 197–215. Recuperado de: https://doi.org/10.1016/0922-1425(93)90011-R

Bloomfield, T., Leftwich, R., & Long, J. B. (1977). Portfolio strategies and performance. Journal of Financial Economics, 5(2), 201–218. Recuperado de: https://www.sciencedirect.com/science/article/abs/pii/0304405X77900186?via%3Dihub

Buffett, W. E. (1984). The superinvestors of Graham-and-Doddsville. Hermes, 4–15.

Chang, D. (2011). Testing some of Benjamin Graham’s Stock Selection Criteria: A Case of the FTSE Bursa Malaysia EMAS Index from Year 2000 to 2009. Jurnal Manajemen Dan Kewirausahaan, 13(2), 99–106. Recuperado de: https://doi.org/10.9744/JMK.13.2.99-106

Damodaran, A. (2003). Investment Philosophies: Successful Strategies and the Investors Who Made Them Work. Library Technology Reports, 37(3), 5–8.

DeMiguel, V., Garlappi, L., & Uppal, R. (2009). Optimal Versus Naive Diversification: How Inefficient is the 1/N Portfolio Strategy? Review of Financial Studies, 22(5), 1915–1953. Recuperado de: https://doi.org/10.1093/rfs/hhm075

Domingues, C. H. S., Aronne, A. V., Pereira Júnior, F. de P., & Pinho, F. M. (2020). Piotroski, Graham and Greenblatt: An Empirical Approach to Value Investing in the Brazilian Stock Market. Congresso Internacional de Administração. Ponta Grossa, PR, Brasil. Recuperado de https://admpg.com.br/2020/anais/arquivos/08142020_170817_5f36f09977df8.pdf

Fabozzi, F. J., & Pachamanova, D. A. (2016). Portfolio Construction and Analytics. Hoboken, New Jersey: John Wiley & Sons, Inc.

Fama, E. F. (1970). Efficient Capital Markets: A Review of Theory and Empirical Work. The Journal of Finance, 25(2), 383–383x. Recuperado de: https://www.jstor.org/stable/2325486 Fama, E. F., & French, K. R. (1993). Common Risk Ractors in the Returns on Stocks and Bonds. Journal of Financial Economics, 33(1), 3–56. Recuperado de: https://doi.org/10.1016/0304-405x(93)90023-5

Graham, B. (2016). O Investidor Inteligente (1st ed.). Rio de Janeiro: HarperCollins Brasil.

Graham, B., & Dodd, D. L. (2008). Security Analysis (6th ed., pp. 1–818). McGraw-Hill.

Klerck, W. G., & Maritz, A. C. (1997). A test of Graham’s stock selection criteria on industrial shares traded on the JSE. Investment Analysts Journal, 26(45), 25–33. Recuperado de: https://doi:10.1080/10293523.1997.11082374

Oppenheimer, H. R. (1984). A test of Ben Graham’s stock selection criteria. Financial Analysts Journal, 40(5), 68–74.

Palazzo, V., Savoia, J. R. F., Securato, J. R., & Bergmann, D. R. (2018). Análise de carteiras de valor no mercado brasileiro. Revista Contabilidade & Finanças, 29(78), 452–468. Recuperado de: https://doi:10.1590/1808-057X201804810

Passos, V. C. S., & Pinheiro, J. L. (2009). Estratégias de Investimento em Bolsa de Valores: Uma Pesquisa Exploratória da Visão Fundamentalista de Benjamin Graham. Revista Gestão & Tecnologia, 9(1), 1–16. Recuperado de: https://doi:10.20397/2177-6652/2009.v9i1.233

Rea, J. B. (1977). Remembering Benjamin Graham — Teacher and Friend. The Journal of Portfolio Management, 3(4), 66–72. Recuperado de: https://doi:10.3905/jpm.1977.66

Santiago, D. C., & Leal, R. P. C. (2015). Carteiras Igualmente Ponderadas com Poucas Ações e o Pequeno Investidor. Revista de Administração Contemporânea, 19(5), 544–564. Recuperado de: https://doi:10.1590/1982-7849rac20151794doi:10.1111/j.1540-6261.1964.tb02865.x

Shleifer, A. (2000). Inefficient Markets: An Introduction to Behavioural Finance. New York: Oxford University Press Inc.

Singh, J., & Kaur, K. (2014). Testing Ben Graham’s Stock Selection Criteria in Indian Stock Market. Management and Labour Studies, 39(1), 43–62. Recuperado de: https://doi:10.1177/0258042X14535156

Terzi, N. (2015). An Assessment on Graham’s Approach for Stock Selection: The Case of Turkey. International Journal of Financial Research, 7(1). Recuperado de: https://doi:10.5430/ijfr.v7n1p50

Testa, C.H.R. (2011). Aplicação da estratégia de investimento de Graham à BM&FBovespa para o pequeno investidor. Anais Do XIV SemeAD – Seminários Em Administração.

Testa, C.H.R., & Lima, G. A. S. F. (2012). O Canto da Sereia: Aplicação da Teoria de Graham na BM&FBOVESPA. Amazônia, Organizações e Sustentabilidade, 1(1), 79–93. Recuperado de: https://doi:10.17800/2238-8893/aos.v1n1p79-93

Thomé Neto, C., Leal, R. P. C., & Almeida, V. S. (2011). Um índice de mínima variância de ações brasileiras. Economia Aplicada, 15(4), 535–557. Recuperado de: https://doi:10.1590/S1413-80502011000400002

Xiao, Y., & Arnold, G. C. (2008). Testing Benjamin Graham’s Net Current Asset Value Strategy in London. The Journal of Investing, 17(4), 11–19. https://doi.org/10.3905/JOI.2008.17.4.011

Zakaria, N., & Hashim, F. (2017). Emerging Markets: Evaluating Graham’s Stock Selection Criteria on Portfolio Return in Saudi Arabia Stock Market. International Journal of Economics and Financial Issues, 7(2), 453–459.