Performance and risk of Brazilian equity mutual funds in the context of the covid-19 pandemic

Authors

DOI:

https://doi.org/10.16930/2237-766220223282

Keywords:

Equity mutual funds, Performance, COVID-19

Abstract

The goal of this research was to analyze how Brazilian equity investment funds behaved during the Covid-19 period. The analysis was divided into 3 sub-periods: (i) pre-crisis (2019-10-03 to 2020-01-31); (ii) crash (2020-02-19 to 2020-03-23); (iii) and recovery (2020-03-24 to 2020-04-30. The main results showed that during the crash period, in all the categories, more than 50% of the funds obtained a return superior to that of the IBRX100. However, in the recovery period, the scenario is reversed and the vast majority of funds start to underperform the index. However, when performance is analyzed from the perspective of multifactor risk models, it is possible to identify positive alpha generation during the pre-crisis period and negative (destruction of value) during the crash period. In addition, when examining fund flows, it can be seen that there was no "run on the fund" phenomenon to redeem the shares. Actually, in the analyzed period, the inflows surpassed the redemptions. This may indicate that the fund investors are financially more educated and that he or she acted with more caution when waiting for a less turbulent moment. The article concludes that the industry was coming from an excellent performance in the pre-crisis period, which was interrupted by a period of value destruction during the moment of the greatest turmoil, and that, finally, during the recovery period, the performance was below the market index, but without generating or destructing significant value.

References

Akhtaruzzaman, M., Boubaker, S., & Sensoy, A. (2021). Financial contagion during COVID–19 crisis. Finance Research Letters. https://doi.org/10.1016/j.frl.2020.101604 DOI: https://doi.org/10.2139/ssrn.3584898

Alvarenga, D. (2020). Bovespa despenca quase 14% após 5° ’circuit breaker’ em 6 pregões. G1 Economia, Globo.Com. Retrieved from https://g1.globo.com/economia/noticia/2020/03/16/bovespa.ghtml

Alqadhib, H., Kulendran, N. & Seelanatha, L. (2022). Impact of COVID-19 on mutual fund performance in Saudi Arabia. Cogent Economics & Finance. 10(1), 2056361. https://doi.org/10.1080/23322039.2022.2056361 DOI: https://doi.org/10.1080/23322039.2022.2056361

Anbima. (2021). Indústria de fundos registra captação líquida recorde no primeiro semestre de 2021. Retrieved from https://www.anbima.com.br/pt_br/informar/relatorios/fundos-de-investimento/boletim-de-fundos-de-investimentos/industria-de-fundos-registra-captacao-liquida-recorde-no-primeiro-semestre-de-2021-8A2AB2B67A6CAA21017A81952126553E-00.htm

Borges, E. C., & Martelanc, R. (2015). Sorte ou habilidade: uma avaliação dos fundos de investimento no Brasil. Revista de Administração, 50(2), 196–207. https://doi.org/10.5700/rausp1194 DOI: https://doi.org/10.5700/rausp1194

Carhart, M. M. (1997). On Persistence in Mutual Fund Performance. The Journal of Finance, 52(1), 57–82. https://doi.org/10.1111/j.1540-6261.1997.tb03808.x DOI: https://doi.org/10.1111/j.1540-6261.1997.tb03808.x

Castro, B. R., & Minardi, A. M. A. F. (2009). Comparacao do Desempenho dos Fundos de Acoes Ativos e Passivos. Revista Brasileira de Financas, 7(2), 1–13. DOI: https://doi.org/10.12660/rbfin.v7n2.2009.1310

Chen, H., Qian, W., & Wen, Q. (2021). The Impact of the COVID-19 Pandemic on Consumption: Learning from High-Frequency Transaction Data. AEA Papers and Proceedings. https://doi.org/10.1257/pandp.20211003 DOI: https://doi.org/10.1257/pandp.20211003

Chen, J., Hong, H., Huang, M., & Kubik, J. D. (2004). Does fund size erode mutual fund performance? The role of liquidity and organization. American Economic Review, 94(5), 1276–1302. https://doi.org/10.1257/0002828043052277 DOI: https://doi.org/10.1257/0002828043052277

CVM. Instrução CVM No 555, de 17 de dezembro de 2014, com as Alterações Introduzidas pelas Instruções CVM No 563/1, 564/15 E 572/15. Dispõe sobre a constituição, a administração, o funcionamento e a divulgação de informações dos fundos de investimento. , (2014).

Döttling, R., & Kim, S. (2020). Sustainability Preferences Under Stress: Evidence from Mutual Fund Flows During COVID-19. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3656756 DOI: https://doi.org/10.2139/ssrn.3656756

Fahlenbrach, R., Rageth, K., & Stulz, R. M. (2021). How Valuable Is Financial Flexibility when Revenue Stops? Evidence from the COVID-19 Crisis. Review of Financial Studies. https://doi.org/10.1093/rfs/hhaa134 DOI: https://doi.org/10.3386/w27106

Falato, A., Goldstein, I., & Hortaçsu, A. (2021). Financial fragility in the COVID-19 crisis: The case of investment funds in corporate bond markets. Journal of Monetary Economics. https://doi.org/10.1016/j.jmoneco.2021.07.001 DOI: https://doi.org/10.3386/w27559

Fama, E. F., & French, K. R. (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 DOI: https://doi.org/10.1016/0304-405X(93)90023-5

Fama, E. F., & French, K. R. (2015). A five-factor asset pricing model. Journal of Financial Economics, 116(1), 1–22. DOI: https://doi.org/10.1016/j.jfineco.2014.10.010

Farboodi, M., Jarosch, G., & Shimer, R. (2021). Internal and external effects of social distancing in a pandemic. Journal of Economic Theory. https://doi.org/10.1016/j.jet.2021.105293 DOI: https://doi.org/10.3386/w27059

Ferreira, M. A., Keswani, A., Miguel, A. F., & Ramos, S. B. (2013). The Determinants of mutual fund performance: A cross-country study. Review of Finance, 17(2), 483–525. https://doi.org/10.1093/rof/rfs013 DOI: https://doi.org/10.1093/rof/rfs013

Gormsen, N. J., & Koijen, R. S. J. (2020). Coronavirus: Impact on stock prices and growth expectations. Review of Asset Pricing Studies. https://doi.org/10.1093/rapstu/raaa013 DOI: https://doi.org/10.3386/w27387

Greenstone, M., & Nigam, V. (2020). Does social distancing matter? University of Chicago, Becker Friedman Institute for Economics Working Paper, 2020–26. DOI: https://doi.org/10.2139/ssrn.3561244

Harjoto, M. A., Rossi, F., Lee, R., & Sergi, B. S. (2021). How do equity markets react to COVID-19? Evidence from emerging and developed countries. Journal of Economics and Business. https://doi.org/10.1016/j.jeconbus.2020.105966 DOI: https://doi.org/10.1016/j.jeconbus.2020.105966

Israelsen, C. L. (2005). A refinement to the Sharpe ratio and information ratio. Journal of Asset Management, 5(6), 423–427. https://doi.org/10.1057/palgrave.jam.2240158 DOI: https://doi.org/10.1057/palgrave.jam.2240158

Klapper, L., Sulla, V., & Vittas, D. (2004). The development of mutual funds around the world. Emerging Markets Review, 5(1), 1–38. https://doi.org/10.1016/j.ememar.2003.12.001 DOI: https://doi.org/10.1016/j.ememar.2003.12.001

Khelifa, S. B., & Arsi, S. (2022). Islamic equity funds and stock market: dynamic relation and market timing during the COVID-19 outbreak. Journal of Economic and Administrative Sciences, (ahead-of-print). DOI: https://doi.org/10.1108/JEAS-08-2021-0173

Landier, A., & Thesmar, D. (2020). Earnings expectations during the COVID-19 crisis. Review of Asset Pricing Studies. https://doi.org/10.1093/rapstu/raaa016 DOI: https://doi.org/10.3386/w27160

Lintner, J. (1965). Security Prices, Risks, and Maximal Gains from Diversification. The Journal of Finance, 20(4), 587–615. https://doi.org/http://doi.org/10.1111/j.1540-6261.1965.tb02930.x DOI: https://doi.org/10.1111/j.1540-6261.1965.tb02930.x

Maheen (2021): Impact of COVID-19 on the performance of emerging market mutual funds: evidence from India. Future Business Journal. DOI: https://doi.org/10.1186/s43093-021-00081-w

Malaquias, R., & Maestri, C. (2017). Effects of Manager Characteristics on Portfolio Composition of Multimarket Funds. Revista Universo Contábil, 13(2), 89–108. https://doi.org/10.4270/ruc.2017210 DOI: https://doi.org/10.4270/ruc.2017210

Markowitz, H. M. (1952). Portfolio selection. The Journal of Finance, 7(1), 77–91. https://doi.org/10.1111/j.1540-6261.1952.tb01525.x DOI: https://doi.org/10.1111/j.1540-6261.1952.tb01525.x

Mazur, M., Dang, M., & Vega, M. (2020). COVID-19 and the March 2020 Stock Market Crash. Evidence from S&P1500. Finance Research Letters, (March), 101690. https://doi.org/10.1016/j.frl.2020.101690 DOI: https://doi.org/10.2139/ssrn.3586603

Milani, B., & Ceretta, P. S. (2013). Efeito tamanho nos fundos de investimento brasileiros. Revista de Administração Da UFSM, 6(1). https://doi.org/10.5902/198346593607 DOI: https://doi.org/10.5902/198346593607

Mirza, N., Hasnaoui, J. A., Naqvi, B., & Rizvi, S. K. A. (2020). The impact of human capital efficiency on Latin American mutual funds during Covid-19 outbreak. Swiss Journal of Economics and Statistics. https://doi.org/10.1186/s41937-020-00066-6 DOI: https://doi.org/10.1186/s41937-020-00066-6

Mirza, N., Naqvi, B., Rahat, B., & Rizvi, S. K. A. (2020). Price reaction, volatility timing and funds’ performance during Covid-19. Finance Research Letters. https://doi.org/10.1016/j.frl.2020.101657 DOI: https://doi.org/10.1016/j.frl.2020.101657

Mossin, J. (1966). Equilibrium in a Capital Asset Market. Econometrica, 34(4), 768–783. DOI: https://doi.org/10.2307/1910098

Nerasti, J. N., & Lucinda, C. R. (2016). Persistência de Desempenho em Fundos de Ações no Brasil. Brazilian Review of Finance, 14(2), 269–297. DOI: https://doi.org/10.12660/rbfin.v14n2.2016.57958

Pástor, Ł., & Vorsatz, M. B. (2020). Mutual fund performance and flows during the COVID-19 crisis. Review of Asset Pricing Studies. https://doi.org/10.1093/rapstu/raaa015 DOI: https://doi.org/10.3386/w27551

Paz, R. L., Iquiapaza, R. A., & Bressan, A. A. (2017). Influence of Investor’ Monitoring on Equity Mutual Funds’ Performance. Gestão, Finanças e Contabilidade, 7(2), 79. https://doi.org/10.18028/2238-5320/ rgfc.v7n2p79-101

Ramelli, S., & Wagner, A. F. (2020). Feverish stock price reactions to COVID-19. Review of Corporate Finance Studies. https://doi.org/10.1093/rcfs/cfaa012 DOI: https://doi.org/10.2139/ssrn.3550274

Roll, R. (1977). A critique of the asset pricing theory’s tests Part I: On past and potential testability of the theory. Journal of Financial Economics, 4, 129–176. https://doi.org/10.1016/0304-405X(77)90009-5 DOI: https://doi.org/10.1016/0304-405X(77)90009-5

Ross, S. A. (1976). The arbitrage theory of capital asset pricing. Journal of Economic Theory, 13, 341–360. https://doi.org/10.1016/0022-0531(76)90046-6 DOI: https://doi.org/10.1016/0022-0531(76)90046-6

Seven, Ü., & Yılmaz, F. (2021). World equity markets and COVID-19: Immediate response and recovery prospects. Research in International Business and Finance. https://doi.org/10.1016/j.ribaf.2020.101349 DOI: https://doi.org/10.1016/j.ribaf.2020.101349

Sharpe, W. F. (1964). Capital asset prices: A theroy of market equilibrium under conditions of risk. The Journal of Finance, 19(3), 425–442. https://doi.org/10.2307/2329297 DOI: https://doi.org/10.1111/j.1540-6261.1964.tb02865.x

Silva, S. E. D., Roma, C. M. D. S., & Iquiapaza, R. A. (2020). Portfolio turnover and performance of equity investment funds in Brazil. Revista Contabilidade & Finanças, 31(83), 332-347. https://doi.org/10.1590/1808-057x201909420 DOI: https://doi.org/10.1590/1808-057x201909420

Smales, L. A. (2021). Investor attention and global market returns during the COVID-19 crisis. International Review of Financial Analysis. https://doi.org/10.1016/j.irfa.2020.101616 DOI: https://doi.org/10.2139/ssrn.3623915

Varga, G., & Wengert, M. (2011). A indústria de fundos de investimentos no Brasil. Revista de Economia e Administração, 10(1), 66–109. https://doi.org/10.11132/rea.2010.361 DOI: https://doi.org/10.11132/rea.2010.361

Yarovaya, L., Mirza, N., Abaidi, J., & Hasnaoui, A. (2021). Human Capital efficiency and equity funds’ performance during the COVID-19 pandemic. International Review of Economics and Finance. https://doi.org/10.1016/j.iref.2020.09.017 DOI: https://doi.org/10.2139/ssrn.3626151

Zhang, D., Hu, M., & Ji, Q. (2020). Financial markets under the global pandemic of COVID-19. Finance Research Letters. https://doi.org/10.1016/j.frl.2020.101528 DOI: https://doi.org/10.1016/j.frl.2020.101528

Published

2022-12-21

How to Cite

Teles, P. P. P. ., Lima, G. A. ., Silva, S. E. da ., & Iquiapaza, R. A. (2022). Performance and risk of Brazilian equity mutual funds in the context of the covid-19 pandemic. Revista Catarinense Da Ciência Contábil, 21, e3282. https://doi.org/10.16930/2237-766220223282

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