ESG Rating이 주식형 펀드의 ESG 투자 효율성에 미치는 영향
Copyright 2024 THE KOREAN ACADEMIC SOCIETY OF BUSINESS ADMINISTRATION
This is an open access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract
This research aims to analyze the investment efficiency of ESG (Environmental, Social, Governance) in equity funds during the period from 2018 to 2022. The output variables include annual returns, Jensen's alpha, and the Sharpe ratio of equity ESG funds. Input variables comprise the average ESG scores of the top 30 companies within the funds' portfolios. Data Envelopment Analysis (DEA) is conducted in two stages: initially using the overall ESG score and subsequently using Environment (E), Social (S), and Governance (G) scores as separate inputs. The CCR and BCC models are employed for initial efficiency assessments, with the super-efficiency CCR model re-evaluating and ranking Decision Making Units (DMUs) that demonstrate the 100% efficiency. The study focuses on domestic equity funds classified under ESG, excluding any that were newly established or terminated within the study period, or that had missing data for returns, Sharpe ratio, or Jensen's alpha. Key findings are as follows: Equity funds exhibit varied ESG investment efficiency, which depends on their specific Environment, Social, and Governance components. ESG investments in these funds were found to be higher than market expectations, providing valuable insights for formulating ESG investment strategy in equity funds.
Keywords:
ESG, Stock Fund, Investment Efficiency, Data Envelopment AnalysisAcknowledgments
This article is based on a part of the first author's doctoral dissertation from Kyung Hee University
References
- Abate, G., Basile, I., & Ferrari, P.(2021), “The level of sustainability and mutual fund performance in Europe: An empirical analysis using ESG ratings,” Corporate Social Responsibility and Environmental Management, 28(5), pp.1446-1455. [https://doi.org/10.1002/csr.2175]
- Alexakis, P., & Tsolas, I. E.(2011), “Appraisal of mutual equity fund performance using data envelopment analysis,” Multinational Finance Journal, 15(3/4), pp.273-296. [https://doi.org/10.17578/15-3/4-5]
- Anderson, R. I., Brockman, C. M., Giannikos, C., & McLeod, R. W.(2004), “A non-parametric examination of real estate mutual fund efficiency,” International Journal of Business and Economics, 3(3), pp.225-238.
- Basso, A., & Funari, S.(2001), “A data envelopment analysis approach to measure the mutual fund performance,” European Journal of Operational Research, 135(3), pp.477-492. [https://doi.org/10.1016/S0377-2217(00)00311-8]
- Berk, J. B., & Green, R. C.(2004), “Mutual fund flows and performance in rational markets,” Journal of Political Economy, 112(6), pp.1269-1295. [https://doi.org/10.1086/424739]
- Bofinger, Y., Heyden, K. J., Rock, B., & Bannier, C. E.(2022), “The sustainability trap: Active fund managers between ESG investing and fund overpricing,” Finance Research Letters, 45. pp.102-160. [https://doi.org/10.1016/j.frl.2021.102160]
- Charnes, A., Cooper, W. W., & Rhodes, E.(1978), “Measuring the efficiency of decision making units,” European Journal of Operational Research, 2(6), pp.429-444. [https://doi.org/10.1016/0377-2217(78)90138-8]
- Chen, H. L., Jegadeesh, N., & Wermers, R.(2000), “The value of active mutual fund management: An examination of the stockholdings and trades of fund managers,” Journal of Financial and Quantitative Analysis, 35(3), pp.343-368. [https://doi.org/10.2307/2676208]
- Chen, J., Hong, H., Huang, M., & Kubik, J. D. (2004), “Does Fund Size Erode Mutual Fund Performance? The Role of Liquidity and Organization,” The American Economic Review, 94(5), pp.1276-1302. [https://doi.org/10.1257/0002828043052277]
- Duque-Grisales, E., & Aguilera-Caracuel, J.(2021), “Environmental, social and governance (ESG) scores and financial performance of multinationals: Moderating effects of geographic international diversification and financial slack,” Journal of Business Ethics, 168(2), pp.315-334. [https://doi.org/10.1007/s10551-019-04177-w]
- Dyck, A., Lins, K. V., Roth, L., & Wagner, H. F.(2019), “Do institutional investors drive corporate social responsibility? International evidence,” Journal of Financial Economics, 131(3), pp.693-714. [https://doi.org/10.1016/j.jfineco.2018.08.013]
- Fama, E. F., & French, K. R.(1993), “Common risk factors in the returns on stocks and bonds,” Journal of Financial Economics, 33(1), pp.3-56. [https://doi.org/10.1016/0304-405X(93)90023-5]
- Ferruz, L., Muñoz, F., & Vargas, M.(2012), “Managerial abilities: Evidence from religious mutual fund managers,” Journal of Business Ethics, 105, pp.503-517. [https://doi.org/10.1007/s10551-011-0982-y]
- Friede, G., Busch, T., & Bassen, A.(2015), “ESG and financial performance: aggregated evidence from more than 2000 empirical studies,” Journal of Sustainable Finance & Investment, 5(4), pp.210-233. [https://doi.org/10.1080/20430795.2015.1118917]
- Geczy, C., Stambaugh, R. F., & Levin, D.(2005), “Investing in socially responsible mutual funds,” Available at SSRN 416380.
- Gerard, B. (2019), “ESG and socially responsible investment: A critical review,” Beta, 33(1), pp.61-83. [https://doi.org/10.18261/issn.1504-3134-2019-01-05]
- Greenwood, R., & Scharfstein, D.(2013), “The growth of finance,” Journal of Economic Perspectives, 27(2), pp.3-28. [https://doi.org/10.1257/jep.27.2.3]
- Harris, L., & Gurel, E.(1986), “Price and volume effects associated with changes in the S&P 500 list: New evidence for the existence of price pressures,” the Journal of Finance, 41(4), pp.815-829. [https://doi.org/10.1111/j.1540-6261.1986.tb04550.x]
- Hartzmark, S. M., & Solomon, D. H. (2013), “The dividend month premium,” Journal of Financial Economics, 109(3), pp.640-660. [https://doi.org/10.1016/j.jfineco.2013.02.015]
- 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), pp.2789-2837. [https://doi.org/10.1111/jofi.12841]
- Hong, H., & Kacperczyk, M.(2009), “The price of sin: The effects of social norms on markets,” Journal of Financial Economics, 93(1), pp.15-36. [https://doi.org/10.1016/j.jfineco.2008.09.001]
- Hsieh, H. P., Tebourbi, I., Lu, W. M., & Liu, N. Y. (2020), “Mutual fund performance: The decision quality and capital magnet efficiencies,” Managerial and Decision Economics, 41(5), pp.861-872. [https://doi.org/10.1002/mde.3143]
- Kaul, A., Mehrotra, V., & Morck, R.(2000), “Demand curves for stocks do slope down: New evidence from an index weights adjustment,” The Journal of Finance, 55(2), pp.893-912. [https://doi.org/10.1111/0022-1082.00230]
- Li, Z., Feng, C., & Tang, Y.(2022), “Bank efficiency and failure prediction: a nonparametric and dynamic model based on data envelopment analysis,” Annals of Operations Research, 315(1), pp.279-315. [https://doi.org/10.1007/s10479-022-04597-4]
- Muñoz, F., Vargas, M., & Marco, I.(2014), “Environmental mutual funds: Financial performance and managerial abilities,” Journal of Business Ethics, 124, pp.551-569. [https://doi.org/10.1007/s10551-013-1893-x]
- Panwar, A., Olfati, M., Pant, M., & Snasel, V.(2022), “A review on the 40 years of existence of data envelopment analysis models: Historic development and current trends,” Archives of Computational Methods in Engineering, 29(7), pp.5397-5426. [https://doi.org/10.1007/s11831-022-09770-3]
- Park, H. J.(2020), “Analyze the status and characteristics of domestic ESG funds,” Issue Report, 20(28), pp.1-25.
- Pástor, Ľ., Stambaugh, R. F., & Taylor, L. A.(2015), “Scale and skill in active management,” Journal of Financial Economics, 116(1), pp.23-45. [https://doi.org/10.1016/j.jfineco.2014.11.008]
- Peykani, P., Emrouznejad, A., Mohammadi, E., & Gheidar-Kheljani, J.(2022), “A novel robust network data envelopment analysis approach for performance assessment of mutual funds under uncertainty,” Annals of Operations Research, pp.1-27. [https://doi.org/10.1007/s10479-022-04625-3]
- Premachandra, I. M., Zhu, J., Watson, J., & Galagedera, D. U.(2012), “Best-performing US mutual fund families from 1993 to 2008: Evidence from a novel two-stage DEA model for efficiency decomposition,” Journal of Banking & Finance, 36(12), pp.3302-3317. [https://doi.org/10.1016/j.jbankfin.2012.07.018]
- Renneboog, L., Ter Horst, J., & Zhang, C.(2008), “Socially responsible investments: Institutional aspects, performance, and investor behavior,” Journal of Banking & Finance, 32(9), pp.1723-1742. [https://doi.org/10.1016/j.jbankfin.2007.12.039]
- Romacho, J. C., & Cortez, M. C.(2006), “Timing and selectivity in Portuguese mutual fund performance,” Research in International Business and Finance, 20(3), pp.348-368. [https://doi.org/10.1016/j.ribaf.2005.05.005]
- Schanzenbach, M. M., & Sitkoff, R. H.(2020), “Reconciling fiduciary duty and social conscience: the law and economics of ESG investing by a trustee,” Stan. L. Rev., 72, pp.381-454.
- Shleifer, A.(1986), “Do demand curves for stocks slope down?,” The Journal of Finance, 41(3), pp.579-590. [https://doi.org/10.1111/j.1540-6261.1986.tb04518.x]
- Sim, M., & Kim, H. E.(2022), “ESG Fund Labels Matter: Portfolio Holdings, Flows, and Performance,” Korean Journal of Financial Studies, 51(4), pp.447-471. [https://doi.org/10.26845/KJFS.2022.08.51.4.447]
- Tsolas, I. E.(2020), “Precious metal mutual fund performance evaluation: a series two-stage DEA modeling approach,” Journal of Risk and Financial Management, 13(5), pp.1-13. [https://doi.org/10.3390/jrfm13050087]
- UN Global Compact Office(2005), “The Global Compact’s next phase,” Retrieved from http://www.unglobalcompact.org/docs/about_the_gc/gc_gov_framew.pdf
- Wermers, R.(2000), “Mutual fund performance: An empirical decomposition into stock-picking talent, style, transactions costs, and expenses,” The Journal of Finance, 55(4), pp.1655-1695. [https://doi.org/10.1111/0022-1082.00263]
∙ The author Soonhak Kwon is currently serving as CEO and President of Multi Asset Management Co., Ltd. He’s been working in the capital market-related industry for more than 34 years. He graduated from Hanyang University Law School and earned an EMBA from Helshinki School of Economics (currently ALTO University). He has since completed a doctoral degree program at Kyung Hee University Graduate School and has been conducting research.
∙ The author Sangwhi Lee is currently employed as a professor in the Department of International Business and Trade at Kyung Hee University. He obtained a Ph.D. in Finance from the University of Kentucky. He has also been actively involved as a vice president in the Korean Finance Association and the Korea Money and Finance Association.