O dilema ESG nos mercados emergentes: desempenho, incerteza e turbulência do mercado
DOI:
https://doi.org/10.1590/1808-057x20252324.enPalavras-chave:
fundos ESG, mercados emergentes, modelos Fama-French, comutação de Markov, incertezaResumo
Este estudo examina a dinâmica de risco-retorno dos fundos de ações em mercados emergentes com classificações de cinco e um globo da Morningstar, com foco no Brasil, Chile, Índia, México e Coreia do Sul. Esta pesquisa contribui para o crescente corpo de literatura sobre fundos de fundos (FoFs) em mercados emergentes, analisando carteiras sintéticas ambientais, sociais e de governança (ESG) e não ESG. As conclusões contribuem para o debate sobre a eficácia do ESG, mostrando que seu desempenho depende da estrutura do mercado local, do risco político e do contexto econômico. O estudo oferece uma perspectiva inovadora sobre como o desempenho dos fundos ESG muda sob estresse macroeconômico em mercados emergentes no contexto da alocação global de capital, integrando modelos multifatoriais com técnicas não lineares de mudança de regime. Usando os modelos FF4 e FF5, comparamos carteiras de fundos com cinco e um globo (Classificação de Sustentabilidade da Morningstar). Ampliamos esses modelos usando os índices GEPU, VIX e WTI para avaliar a incerteza econômica. Por fim, aplicamos regressões de mudança de Markov para capturar mudanças de regime e efeitos não lineares em períodos de volatilidade em cada mercado. Usando os modelos FF4 e FF5, examinamos cinco mercados emergentes (Brasil, Chile, Índia, México e Coreia do Sul) de setembro de 2018 a setembro de 2024 (73 observações) e descobrimos que o risco de mercado é dominante em todos os países analisados, enquanto o tamanho e o valor são importantes na Índia e no México. Os fundos cinza no Brasil e no México se beneficiam dos choques nos preços do petróleo, indicando sua dependência de combustíveis fósseis. Os fundos verdes no Chile e no México têm melhor desempenho em condições estáveis. Os fundos ESG são mais sensíveis à volatilidade, enquanto os fundos cinza são mais resilientes durante crises. No Brasil e na Índia, os fundos cinza apresentam desempenho superior, especialmente durante períodos de alta volatilidade (modelo MS). No Chile e no México, os fundos verdes apresentam melhor desempenho em mercados calmos. Na Coreia do Sul, não foram encontradas diferenças significativas, embora os fundos verdes tenham apresentado desempenho superior nos modelos FF4 e FF5.
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Referências
Abouarab, R., Mishra, T., & Wolfe, S. (2025). Spotting portfolio greenwashing in environmental funds. Journal of Business Ethics, 197, 811-839. https://doi.org/10.1007/s10551-024-05555-3
Agnese, P., Battaglia, F., Busato, F., & Taddeo, S. (2023). ESG controversies and governance: Evidence from the banking industry. Finance Research Letters, 53, 103397. https://doi.org/10.1016/j.frl.2022.103397
Albuquerque, R., Koskinen, Y., Yang, S., & Zhang, C. (2020). Resiliency of environmental and social stocks: An analysis of the exogenous COVID-19 market crash. The Review of Corporate Finance Studies, 9(3), 593-621. https://doi.org/10.1093/rcfs/cfaa011
Apergis, N., Poufinas, T., & Antonopoulos, A. (2022). ESG scores and cost of debt. Energy Economics, 112, 106186. https://doi.org/10.1016/j.eneco.2022.106186
Ang, A., Hodrick, R. J., Xing, Y., & Zhang, X. (2006). The cross‐section of volatility and expected returns. The Journal of Finance, 61(1), 259-299. https://doi.org/10.1111/j.1540-6261.2006.00836.x
Badía, G., Cortez, M. C., & Ferruz, L. (2020). Socially responsible investing worldwide: Do markets value corporate social responsibility? Corporate Social Responsibility and Environmental Management, 27(6), 2751-2764. https://doi.org/10.1002/csr.1999
Bansal, R., Wu, D., & Yaron, A. (2021). Socially responsible investing in good and bad times. The Review of Financial Studies, 35(4), 2067-2099. https://doi.org/10.1093/rfs/hhab072
Bauer, R., Koedijk, K., & Otten, R. (2005). International evidence on ethical mutual fund performance and investment style. Journal of Banking & Finance, 29(7), 1751-1767. https://doi.org/10.1016/j.jbankfin.2004.06.035
Bauer, R., Derwall, J., & Otten, R. (2007). The ethical mutual fund performance debate: New evidence from Canada. Journal of Business Ethics, 70, 111-124. https://doi.org/10.1007/s10551-006-9099-0
Bauer, R., Ruof, T., & Smeets, P. (2021). Get real! Individuals prefer more sustainable investments. The Review of Financial Studies, 34(8), 3976-4043. https://doi.org/10.1093/rfs/hhab037
Beal, D. J., Goyen, M., & Philips, P. (2005). Why do we invest ethically? The Journal of Investing, 14(3), 67-77. https://doi.org/10.3905/joi.2005.580551
Belghitar, Y., Clark, E., & Deshmukh, N. (2014). Does it pay to be ethical? Evidence from the FTSE4Good. Journal of Banking & Finance, 47, 54-62. https://doi.org/10.1016/j.jbankfin.2014.06.027
Benson, K. L., & Humphrey, J. E. (2008). Socially responsible investment funds: Investor reaction to current and past returns. Journal of Banking & Finance, 32(9), 1850-1859. https://doi.org/10.1016/j.jbankfin.2007.12.013
Berg, F., Koelbel, J. F., & Rigobon, R. (2022). Aggregate confusion: The divergence of ESG ratings. Review of Finance, 26(6), 1315-1344. https://doi.org/10.1093/rof/rfab052
Bialkowski, J., Starks, L. T., & Wagner, M. (2021). Who cares wins: the rise of socially responsible investing. New Zealand Finance Colloquium. https://nzfc.ac.nz/papers/updated_21/47.pdf
Bin-Feng, C., Mirza, S. S., Ahsan, T., & Qureshi, M. A. (2024). How uncertainty can determine corporate ESG performance? Corporate Social Responsibility and Environmental Management, 31(3), 2290-2310. https://doi.org/10.1002/csr.2695
Bitencourt, W. A., & Iquiapaza, R. A. (2024). Economic policy uncertainty, sentiment and Brazilian stock market performance. Revista Contabilidade & Finanças, 34(93), e1877. https://doi.org/10.1590/1808-057x20231877.en
Bollen, N. P. B. (2007). Mutual Fund Attributes and Investor Behavior. The Journal of Financial and Quantitative Analysis, 42(3), 683-708. https://www.jstor.org/stable/27647316
Boubakri, N., El Ghoul, S., Guedhami, O., & Wang, H. H. (2021). Corporate social responsibility in emerging market economies: Determinants, consequences, and future research directions. Emerging Markets Review, 46, 100758. https://doi.org/10.1016/j.ememar.2020.100758
Broadstock, D. C., Chan, K., Cheng, L. T. W., & Wang, X. (2021). The role of ESG performance during times of financial crisis: Evidence from COVID-19 in China. Finance Research Letters, 38, 101716. https://doi.org/10.1016/j.frl.2020.101716
Carhart, M. (1997). On persistence in mutual fund performance. Journal of Finance, 52, 57-82. https://doi.org/10.1111/j.1540-6261.1997.tb03808.x
Carvalho, G. A. de, Amaral, H. F., Pinheiro, J. L., & Correia, L. F. (2021). The pricing of anomalies using factor models: A test in Latin American markets. Revista Contabilidade & Finanças, 32(87), 492-509. https://doi.org/10.1590/1808-057x202111640
Cepni, O., Demirer, R., Pham, L., & Rognone, L. (2023). Climate uncertainty and information transmissions across the conventional and ESG assets. Journal of International Financial Markets, Institutions and Money, 83, 101730. https://doi.org/10.1016/j.intfin.2022.101730
Chen, Z., Liang, C., & Umar, M. (2021). Is investor sentiment stronger than VIX and uncertainty indices in predicting energy volatility? Resources Policy, 74(102391). https://doi.org/10.1016/j.resourpol.2021.102391
Cortez, M. C., Silva, F., & Areal, N. (2009). The performance of european socially responsible funds. Journal of Business Ethics, 87(4), 573-588. https://doi.org/10.1007/s10551-008-9959-x
Cullis, J. G., Lewis, A., Winnett, A. (1992). Paying to be good? U.K. ethical investments. Kyklos, 45(1), 3-23. https://doi.org/10.1111/j.1467-6435.1992.tb02104.x
Cunha, F. A. F. D. S., Oliveira, E. M., Orsato, R. J., Klotzle, M. C., Oliveira, F. L. C., & Caiado, R. G. G. (2020). Can sustainable investments outperform traditional benchmarks? Evidence from global stock markets. Business Strategy and the Environment, 29(2), 682-697. https://doi.org/10.1002/bse.2397
Denvir, E., & Hutson, E. (2006). The performance and diversification benefits of funds of hedge funds. Journal of International Financial Markets, Institutions and Money, 16(1), 4-22. https://doi.org/10.1016/j.intfin.2004.12.002
Derwall, J., & Koedijk, K. (2009). Socially responsible fixed‐income funds. Journal of Business Finance & Accounting, 36(1‐2), 210-229. https://doi.org/10.1111/j.1468-5957.2008.02119.x
Döttling, R., & Kim, S. (2024). Sustainability preferences under stress: Evidence from COVID-19, Journal of Financial and Quantitative Analysis, 59(2), 435-473. https://doi.org/10.1017/S0022109022001296
Dutta, A., Bouri, E., Saeed, T., & Vo, X. V. (2020). Impact of energy sector volatility on clean energy assets. Energy, 212, 118657. https://doi.org/10.1016/j.energy.2020.118657
Dutta, A., Jana, R. K., & Das, D. (2020). Do green investments react to oil price shocks? Implications for sustainable development. Journal of Cleaner Production, 266, 121956. https://doi.org/10.1016/j.jclepro.2020.121956
Dutta, A., & Dutta, P. (2022). Geopolitical risk and renewable energy asset prices: Implications for sustainable development. Renewable Energy, 196, 518-525. https://doi.org/10.1016/j.renene.2022.07.029.
El Ghoul, S., & Karoui, A. (2017). Does corporate social responsibility affect mutual fund performance and flows? Journal of Banking & Finance, 77, 53-63. https://doi.org/10.1016/j.jbankfin.2016.10.009
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
Fama, E. F., & French, K. R. (2015). A Five-Factor Asset Pricing Model. Journal of Financial Economics, 116(1), 1-22. https://doi.org/10.1016/j.jfineco.2014.10.010
Fish, A. J. M., Kim, D., & Venkatraman, S. (2019). The ESG Sacrifice (November 17, 2019). SSRN. http://dx.doi.org/10.2139/ssrn.3488475
Gangi, F., Varrone, N., & Daniele, L. M. (2022). Mainstreaming socially responsible investment: Do environmental, social and governance ratings of investment funds converge? Journal of Cleaner Production, 366, 131684. https://doi.org/10.1016/j.jclepro.2022.131684
Gantchev, N., Giannetti, M., & Li, R. (2024). Sustainability or performance? Ratings and fund managers’ incentives. Journal of Financial Economics, 155, 103831. https://doi.org/10.1016/j.jfineco.2024.103831
Gao, S., Meng, F., Wang, W., & Chen, W. (2023). Does ESG always improve corporate performance? Evidence from firm life cycle perspective. Frontiers in Environmental Science, 11, 1105077. https://doi.org/10.3389/fenvs.2023.1105077
Goel, R., Gautam, D. & Natalucci, F. (2022). Sustainable finance in emerging markets: Evolution, challenges, and policy priorities, IMF WP, 22(182), 1-26. https://doi.org/10.5089/9798400218101.001
Hanif, W., Teplova, T., Rodina, V., Alomari, M., & Mensi, W. (2023). Volatility spillovers and frequency dependence between oil price shocks and green stock markets. Resources Policy, 85(PB), 103860. https://doi.org/10.1016/j.resourpol.2023.103860
Harris, R. S., Jenkinson, T., Kaplan, S. N., & Stucke, R. (2018). Financial intermediation in private equity: How well do funds of funds perform?. Journal of Financial Economics, 129, 287-305. https://doi.org/10.1016/j.jfineco.2018.04.013
Hartzmark, S. M., & Sussman, A. B. (2019). Do investors value sustainability? A natural experiment examining ranking and fund flows. The Journal of Finance, 74(6), 2789-2837. https://dx.doi.org/10.2139/ssrn.3016092
Jensen, T. I., Kelly, B. T., & Pedersen, L. H. (2023). Is there a replication crisis in finance? The Journal Of Finance, 78(5), 2465-2518. https://doi.org/10.1111/jofi.13249
Ji, X., Zhang, Y., Mirza, N., Umar, M., & Rizvi, S. K. A. (2021). The impact of carbon neutrality on the investment performance: Evidence from the equity mutual funds in BRICS. Journal of Environmental Management, 297, 113228. https://doi.org/10.1016/j.jenvman.2021.113228
Jia, J., & Li, Z. (2020). Does external uncertainty matter in corporate sustainability performance? Journal of Corporate Finance, 65(101743). https://doi.org/10.1016/j.jcorpfin.2020.101743
Kanamura, T. (2020). Are green bonds environmentally friendly and good performing assets? Energy Economics, 88(104767). https://doi.org/10.1016/j.eneco.2020.104767
Koçak, E., Bulut, U., & Menegaki, A. N. (2022). The resilience of green firms in the twirl of COVID-19: Evidence from S&P500 Carbon Efficiency Index with a Fourier approach. Business Strategy and the Environment, 31(1), 32-45. https://doi.org/10.1002/bse.2872
Lestari, J. S., & Frömmel, M. (20 24). Socially responsible investments: doing good while doingwell in developed versus emerging markets?. Research in International Business and Finance, 69, 102229. https://doi.org/10.1016/j.ribaf.2024.102229
Lewis, A., & Mackenzie, C. (1999a). Morals, money, ethical investing and economic psychology. Human Relations, 53(2), 179-191. https://doi.org/10.1177/a010699
Lewis, A., & Mackenzie, C. (1999b). Morals and markets: The case of ethical investing. Business Ethics Quarterly, 9(3), 439-452. https://doi.org/10.2307/3857511
Li, Z., Kuo, T.-H., Siao-Yun, W., & The Vinh, L. (2022). Role of green finance, volatility and risk in promoting the investments in Renewable Energy Resources in the post-covid-19. Resources Policy, 76(102563). https://doi.org/10.1016/j.resourpol.2022.102563
Li, Z. Wei, S.-Y., Chunyan, L., Aldoseri, M. M. N., Qadus, A., & Hishan, S. S. (2021). The impact of CSR and green investment on stock return of Chinese export industry. Economic Research-Ekonomska Istraživanja, 35(1), 4971-4987. https://doi.org/10.1080/1331677X.2021.2019599
Lintner, J. (1965). The valuation of risk assets and the selection of risky investments in stock portfolios and capital budgets. Review of Economics and Statistics, 47, 13-37. https://doi.org/10.2307/1924119
McLachlan, J., & Gardner, J. (2004). A Comparison of Socially Responsible and Conventional Investors. Journal of Business Ethics, 52(1), 11-25. https://doi.org/10.1023/B:BUSI.0000033104.28219.92
Minardi, A. M. A. F. (2023). The role of sustainable finance in the green transition. Revista Contabilidade & Finanças, 34(93), e9044. https://doi.org/10.1590/1808-057x20239044.en
Moreira, C. S., Araújo, J. G. R., SILVA, G. R., & Lucena, W. G. L. (2023). Environmental, social and governance and the firm life cycle: evidence from the Brazilian market. Revista Contabilidade & Finanças, 34(92), e1729. https://doi.org/10.1590/1808-057x20231729.en
Morningstar. (2019). Morningstar Sustainability Rating, Explained. https://www.morningstar.com/sustainable-investing/morningstar-sustainability-rating-explained
Naqvi, B., Mirza, N., Rizvi, S. K. A., Porada-Rochoń, M., & Itani, R. (2021). Is there a green fund premium? Evidence from twenty seven emerging markets. Global Finance Journal, 50, 100656. https://doi.org/10.1016/j.gfj.2021.100656
Newey, W. K., & West, K.D. (1987). A simple, positive semi-definite, heteroscedastic and autocorrelation consistent covariance matrix. Econometrica, 55, 703-708. https://doi.org/10.2307/1913610
Nilsson, J. (2009) Segmenting socially responsible investors: The influence of financial return and social responsibility. International Journal of Bank Marketing, 27(1), 5-31. https://doi.org/10.1108/02652320910928218
Nofsinger, J., & Varma, A. (2014). Socially responsible funds and market crises. Journal of Banking & Finance, 48, 180-193. https://doi.org/10.1016/j.jbankfin.2013.12.016
Nofsinger, J. R., & Varma, A. (2022). Keeping promises? Mutual funds’ investment objectives and impact of carbon risk disclosures. Journal of Business Ethics, 187, 493-516. https://doi.org/10.1007/s10551-020-04691-6
Oliveira, E. M., Cunha, F. A. F. S., Palazzi, R. B., Klotzle, M. C., & Maçaira, P. M. (2020). On the effects of uncertainty measures on sustainability indices: An empirical investigation in a nonlinear framework. International Review of Financial Analysis, 70(101505). https://doi.org/10.1016/j.irfa.2020.101505
Papathanasiou, S., & Koutsokostas, D. (2024). Sustainability ratings and fund performance: New evidence from European ESG equity mutual funds. Finance Research Letters, 62(PA), 105095. https://doi.org/10.1016/j.frl.2024.105095
Pástor, Ľ., Stambaugh, R. F., & Taylor, L. A. (2021). Sustainable investing in equilibrium. Journal of Financial Economics, 142(2), 550-571. https://doi.org/10.1016/j.jfineco.2020.12.011
Pástor, Ľ., Stambaugh, R. F., & Taylor, L. A. (2022). Dissecting green returns. Journal of Financial Economics, 146(2), 403-424. https://doi.org/10.1016/j.jfineco.2022.07.007
Renneboog, L., Ter Horst, J., & Zhang, C. (2008). Socially responsible investments: Institutional aspects, performance, and investor behavior. Journal of Banking & Finance, 32(9), 1723-1742. https://doi.org/10.1016/j.jbankfin.2007.12.039
Riedl, A., & Smeets, P. (2017). Why do investors hold socially responsible mutual funds?. The Journal of Finance, 72(6), 2505-2550. https://doi.org/10.1111/jofi.12547
Schröder, M. (2007). Is there a Difference? The Performance Characteristics of SRI Equity Indices. Journal of Business Finance & Accounting, 34(1&2), 331-348. https://doi.org/10.1111/j.1468-5957.2006.00647.x
Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. The Journal of Finance, 19, 425-442. https://doi.org/10.1111/j.1540-6261.1964.tb02865.x
Silva, R. A., Costa Jr., N., & Armada, M. J. R. (2024). Evaluating momentum in Brazil using quantile regressions. Revista Contabilidade & Finanças, 35(95), e1894. https://doi.org/10.1590/1808-057x20241894.en
Statman, M. (2006). Socially responsible indexes. The Journal of Portfolio Management, 32(3), 100-109. https://doi.org/10.3905/jpm.2006.628411
Sullivan, R., & Biliouri, D. (2012). Responsible investment in emerging markets: Framing the discussion. The Journal of Corporate Citizenship, 48, 5-9. https://doi.org/10.2139/ssrn.2293082
Sustainalytics. (2025). Morningstar ESG Risk Rating for Funds. https://www.sustainalytics.com/investor-solutions/analytic-reporting-solutions/morningstar-esg-risk-rating-for-funds
Tabur, M., & Bildik, R. (2025). The impact of ESG rating disagreement on the financial performance of environmentally sensitive industry companies worldwide. Borsa Istanbul Review, 25(3), 435-448. https://doi.org/10.1016/j.bir.2025.01.013
Treepongkaruna, S., Au Yong, H. H., Thomsen, S., & Kyaw, K. (2024). Greenwashing, carbon emission, and ESG. Business Strategy and the Environment, 33(8), 8526-8539. https://doi.org/10.1002/bse.3929
UNPRI. (2025). About the PRI. https://www.unpri.org/pri/about-the-pri
US SIF. (2020). Report on US Sustainable and Impact Investing Trends 2020. https://www.ussif.org/files/Trends%20Report%202020%20Executive%20Summary.pdf
Williams, G. (2007). Some determinants of the socially responsible investment decision: A cross-country study. Journal of Behavioral Finance, 8(1), 43-57. https://doi.org/10.2139/ssrn.905189
World Health Organisation. (2020, March 11). Director-General’s opening remarks at the media briefing on COVID-19. https://www.who.int/director-general/speeches/detail/who-director-general-s-opening-remarks-at-the-media-briefing-on-covid-19---11-march-2020
Xi, Z., Wang, H., Sun, Q., & Ma, R. (2023). Uncovering the asymmetric impacts of economic policy uncertainty on green financial markets in China. Environmental Science and Pollution Research, 30(60), 126214-126226. https://doi.org/10.1007/s11356-023-31122-2
Yang, J., Agyei, S. K., Bossman, A., Gubareva, M., & Marfo-Yiadom, E. (2024). Energy, metals, market uncertainties, and ESG stocks: Analysing predictability and safe havens. The North American Journal of Economics and Finance, 69, 102030. https://doi.org/10.1016/j.najef.2023.102030
Zerbib, O. D. (2019). The effect of pro-environmental preferences on bond prices: Evidence from green bonds. Journal of Banking & Finance, 98, 39-60. https://doi.org/10.1016/j.jbankfin.2018.10.012
Zhang, C., Farooq, U., Jamali, D., & Alam, M. M. (2024). The role of ESG performance in the nexus between economic policy uncertainty and corporate investment. Research in International Business and Finance, 70(PB), 102358. https://doi.org/10.1016/j.ribaf.2024.102358
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