Do Active Sustainable Equity Funds Outperform Their Passive Peers? Evidence from the COVID-19 Pandemic
Abstract
1. Introduction
2. Literature Review
3. Hypothesis Development
4. Data and Methodology
- The top 10% receive a rating of five globes and are labeled “High”
- The next 22.5% receive four globes (“Above Average”)
- The middle 35% receive three globes (“Average”)
- The next 22.5% receive two globes (“Below Average”)
- The bottom 10% receive one globe (“Low”)
- Pre-Crash: September 2018 to January 2020
- Crash: February to March 20209
- Post-Crash: April 2020 to April 2022
5. Empirical Analysis
5.1. Fund Performance over Time
5.2. The Impact of Sustainability on Fund Performance
5.3. The Impact of Sustainability on Fund Performance: Active vs. Index Funds (Pooled Sample)
5.4. The Impact of Sustainability on Fund Performance: Active vs. Index Funds (Separate Samples)
6. Robustness Tests
6.1. Asset Under Management > USD 30 Million
6.2. Controlling for Morningstar Star Ratings
6.3. Alternative Definition for Crash Period
7. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Correction Statement
Appendix A
Variables | Definitions |
---|---|
Monthly CAPM α | A fund’s monthly risk-adjusted return estimated using the CAPM. |
Monthly FF3 α | A fund’s monthly risk-adjusted return estimated using the Fama-French three-factor model. |
Monthly Carhart α | A fund’s monthly risk-adjusted return estimated using the Carhart four-factor model. |
Globe | The Morningstar Sustainability Rating assigned to the fund. |
High Sustainability | A dummy variable equal to 1 if the fund has a Mornignstar Sustainabilily/Globe rating of 4 or 5, and 0 if rated 1 or 2. |
Star | The fund’s Morningstar Overall Rating. |
∆Star | The change in the fund’s Morningstar Star rating. |
Total Net Asset (TNA) | The total net assets under management by the fund. |
Age | The number of months since the fund’s inception. |
Expense Ratio | The fund’s annual expense ratio as a percentage of its total net assets. |
Turnover Ratio | The percentage of the fund’s holdings that have been replaced over the past year. |
Front Load Dummy | A dummy variable equal to1 if the fund charges a front-end load, and 0 otherwise |
Cash Position | The proportion of the fund’s total net assets held in cash. |
1 | See https://www.ussif.org/research/trends-reports/us-sustainable-investing-trends-2024-2025-executive-summary (accessed on 4 August 2025). |
2 | Active funds are those in which portfolio managers engage in discretionary security selection and market timing, with the objective of outperforming a stated benchmark index. In contrast, passive funds aim to replicate the performance of a benchmark index, through buy-and-hold strategies and minimal trading. |
3 | These findings also align with studies showing sustainable funds perform better during market downturns (Fang & Parida, 2022; Nofsinger & Varma, 2014; Dong et al., 2019; Albuquerque et al., 2020). |
4 | See https://mba.tuck.dartmouth.edu/pages/faculty/ken.french/data_library.html (accessed on 4 August 2025). |
5 | In 2018, Morningstar Sustainability/Globe rating data was updated. Due to the change, the prior data was deleted and is no longer available. For the post-crash data, we do not have access to additional data beyond our current sample window, which still provides a representative setting to examine the post-crash performance and flow. |
6 | See 2020 Investment Company Factbook. |
7 | See 2024 Investment Company Factbook. |
8 | We applied other TNA thresholds and our results remain consistent. |
9 | As a robustness check, we define the Crisis period as February–April 2020 (Pastor & Vorsatz, 2020) and find similar results. |
10 | Morningstar introduced the Star Rating in 1985 to evaluate mutual fund performance, assigning one to five stars, with five indicating superior risk-adjusted returns. |
11 | For robustness check, we replace the innovations of Star and Globe ratings with their levels and the results are reported in Table 6. |
References
- 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. [Google Scholar] [CrossRef]
- Bae, K. H., El Ghoul, S., Gong, Z., & Guedhami, O. (2021). Does CSR matter in times of crisis? Evidence from the COVID-19 pandemic. Journal of Corporate Finance, 67, 101876. [Google Scholar] [CrossRef]
- Berg, F., Kolbel, J. F., & Rigobon, R. (2022). Aggregate confusion: The divergence of ESG ratings. Review of Finance, 26(6), 1315–1344. [Google Scholar] [CrossRef]
- Carhart, M. M. (1997). On persistence in mutual fund performance. The Journal of Finance, 52(1), 57–82. [Google Scholar] [CrossRef]
- Ceccarelli, M., Ramelli, S., & Wagner, A. F. (2024). Low-carbon mutual funds. Review of Finance, 28(1), 45–74. [Google Scholar] [CrossRef]
- 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. [Google Scholar] [CrossRef]
- Chevalier, J., & Ellison, G. (1999). Are some mutual fund managers better than others? Cross-sectional patterns in behavior and performance. The Journal of Finance, 54(3), 875–899. [Google Scholar] [CrossRef]
- Del Guercio, D., & Reuter, J. (2014). Mutual fund performance and the incentive to generate alpha. The Journal of Finance, 69(4), 1673–1704. [Google Scholar] [CrossRef]
- Del Guercio, D., & Tkac, P. A. (2008). Star power: The effect of morningstar ratings on mutual fund flow. The Journal of Financial and Quantitative Analysis, 43(4), 907–936. [Google Scholar] [CrossRef]
- Dong, X., Feng, S., Parida, S., & Wang, Z. (2019). Corporate social responsibility exposure and performance of mutual funds. The Journal of Investing ESG Special Issue, 28(2), 53–65. [Google Scholar] [CrossRef]
- Elton, E. J., Gruber, M. J., Das, S., & Hlavka, M. (1993). Efficiency with costly information: A reinterpretation of evidence from managed portfolios. The Review of Financial Studies, 6(1), 1–22. [Google Scholar] [CrossRef]
- Fama, E. F., & French, K. R. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33, 3–56. [Google Scholar] [CrossRef]
- Fang, F., & Parida, S. (2022). Sustainable mutual fund performance and flow in the recent years through the COVID-19 pandemic. International Review of Financial Analysis, 84, 102387. [Google Scholar] [CrossRef]
- Fang, F., & Parida, S. (2024). Climate policy regime change and mutual fund flows: Insights from the 2020 US election. International Review of Financial Analysis, 96, 103580. [Google Scholar] [CrossRef]
- 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. [Google Scholar] [CrossRef]
- Glode, V. (2011). Why mutual funds “underperform”. Journal of Financial Economics, 99(3), 546–559. [Google Scholar] [CrossRef]
- Gruber, M. J. (1996). Another puzzle: The growth in actively managed mutual funds. The Journal of Finance, 51(3), 783–810. [Google Scholar] [CrossRef]
- 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. [Google Scholar] [CrossRef]
- Jensen, M. C. (1968). The performance of mutual funds in the period 1945–1964. The Journal of Finance, 23(2), 389–416. [Google Scholar]
- Lintner, J. (1965). The valuation of risk assets and the selection of risky investments in stock portfolios and capital budgets. The Review of Economics and Statistics, 47(1), 13–37. [Google Scholar] [CrossRef]
- Malkiel, B. G. (1995). Returns from investing in equity mutual funds 1971 to 1991. The Journal of Finance, 50(2), 549–572. [Google Scholar] [CrossRef]
- Moskowitz, T. J. (2000). Discussion of mutual fund performance: An empirical decomposition into stock-picking talent, style, transaction costs, and expenses: Discussion. The Journal of Finance, 55, 1695–1703. [Google Scholar] [CrossRef]
- Nofsinger, J., & Varma, A. (2014). Socially responsible funds and market crisis. Journal of Banking & Finance, 48, 180–193. [Google Scholar]
- Pastor, L., & Stambaugh, R. F. (2002). Mutual fund performance and seemingly unrelated assets. Journal of Financial Economics, 63(3), 315–349. [Google Scholar] [CrossRef]
- Pastor, L., & Vorsatz, M. B. (2020). Mutual fund performance and flows during the COVID-19 crisis. The Review of Asset Pricing Studies, 10(4), 791–833. [Google Scholar] [CrossRef]
- Pollet, J. M., & Wilson, M. (2008). How does size affect mutual fund behavior? The Journal of Finance, 63(6), 2941–2969. [Google Scholar] [CrossRef]
- Renneboog, L., Ter Horst, J., & Zhang, C. (2008). Socially responsible investments: Institutional aspects, performance, and investor behavior. Journal of Banking & Finance, 32(9), 1732–1742. [Google Scholar] [CrossRef]
- Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. The Journal of Finance, 19(3), 425–442. [Google Scholar]
- Statman, M., & Glushkov, D. (2009). The wages of social responsibility. Financial Analysts Journal, 65(4), 33–46. [Google Scholar] [CrossRef]
- Wermers, R. (2000). Mutual fund performance: An empirical decomposition into stock-picking talent, style, transactions costs, and expenses. The Journal of Finance, 55(4), 1655–1695. [Google Scholar] [CrossRef]
- Yan, X. (2006). The determinants and implications of mutual fund cash holdings: Theory and evidence. Financial Management, 35(2), 67–91. [Google Scholar] [CrossRef]
Panel A Active Funds | ||||||
Mean | P25 | Median | P75 | Standard Deviation | N | |
Monthly CAPM α (%) | −0.48 | −1.89 | −0.30 | 1.07 | 2.71 | 42,098 |
Monthly Fama–French Three-Factor α (%) | −0.21 | −1.48 | −0.11 | 1.11 | 2.57 | 42,098 |
Monthly Carhart Four-Factor α (%) | −0.20 | −1.53 | −0.09 | 1.18 | 2.81 | 42,098 |
Globe | 3.02 | 2.00 | 4.00 | 4.00 | 1.36 | 42,098 |
High Sustainability | 0.50 | 0.00 | 1.00 | 1.00 | 0.50 | 42,098 |
∆Star | 0.00 | 0.00 | 0.00 | 0.00 | 0.39 | 42,098 |
TNA ($ billion) | 2.54 | 0.16 | 0.52 | 1.86 | 6.44 | 42,098 |
Age (months) | 213 | 102 | 184 | 288 | 146 | 42,098 |
Annual Expense Ratio (%) | 0.97 | 0.80 | 0.99 | 1.15 | 0.31 | 42,098 |
Annual Turnover Ratio (%) | 52 | 22 | 39 | 66 | 45 | 42,098 |
Front Load Dummy | 0.44 | 0.00 | 0.00 | 1.00 | 0.50 | 42,098 |
Net Cash Position (%) | 1.89 | 0.36 | 1.04 | 2.33 | 2.62 | 42,098 |
Panel B Index Funds | ||||||
Mean | P25 | Median | P75 | Standard Deviation | N | |
Monthly CAPM α (%) | −0.49 | −1.52 | −0.19 | 0.69 | 2.20 | 2812 |
Monthly Fama–French Three-Factor α (%) | −0.14 | −0.89 | −0.01 | 0.71 | 1.86 | 2812 |
Monthly Carhart Four-Factor α (%) | −0.19 | −0.96 | −0.02 | 0.67 | 1.99 | 2812 |
Globe | 2.79 | 2.00 | 2.00 | 4.00 | 1.15 | 2812 |
High Sustainability | 0.39 | 0.00 | 0.00 | 1.00 | 0.49 | 2812 |
∆Star | −0.01 | 0.00 | 0.00 | 0.00 | 0.37 | 2812 |
TNA ($ billion) | 8.59 | 0.36 | 1.37 | 6.29 | 15.30 | 2812 |
Age (months) | 165 | 103 | 166 | 227 | 78 | 2812 |
Annual Expense Ratio (%) | 0.38 | 0.09 | 0.25 | 0.51 | 0.42 | 2812 |
Annual Turnover Ratio (%) | 36 | 10 | 21 | 38 | 48 | 2812 |
Front Load Dummy | 0.22 | 0.00 | 0.00 | 0.00 | 0.42 | 2812 |
Net Cash Position (%) | 0.97 | 0.12 | 0.43 | 1.08 | 1.85 | 2812 |
Panel A All Funds | ||||
Entire Period | Pre-Crash | Crash | Post-Crash | |
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/03 | 2020/04–2022/04 | |
Monthly CAPM α (%) | −0.37 | −0.30 | −2.01 | −0.29 |
Monthly Fama–French Three-Factor α (%) | −0.25 | 0.10 | −1.56 | −0.38 |
Monthly Carhart Four-Factor α (%) | −0.28 | 0.07 | −1.20 | −0.44 |
Panel B Active Funds | ||||
Entire Period | Pre-Crash | Crash | Post-Crash | |
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/03 | 2020/04–2022/04 | |
Monthly CAPM α (%) | −0.38 | −0.30 | −2.05 | −0.30 |
Monthly Fama–French Three-Factor α (%) | −0.26 | 0.10 | −1.62 | −0.39 |
Monthly Carhart Four-Factor α (%) | −0.30 | 0.08 | −1.24 | −0.46 |
Panel C Index Funds | ||||
Entire Period | Pre-Crash | Crash | Post-Crash | |
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/03 | 2020/04–2022/04 | |
Monthly CAPM α (%) | −0.29 | −0.27 | −1.55 | −0.19 |
Monthly Fama–French Three-Factor α (%) | −0.15 | 0.05 | −1.00 | −0.23 |
Monthly Carhart Four-Factor α (%) | −0.16 | 0.01 | −0.79 | −0.23 |
Entire Period | Pre-Crash | Crash | Post-Crash | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/03 | 2020/04–2022/04 | |||||||||
(1) | (2) | (3) | (4) | (5) | (6) | (4) | (5) | (6) | (7) | (8) | (9) | |
CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | |
High | 0.33 *** | 0.11 *** | 0.12 *** | 0.24 *** | −0.00 | −0.03 | 0.98 *** | 0.43 *** | 0.48 *** | 0.30 *** | 0.13 *** | 0.19 *** |
Sustainability | (12.35) | (5.10) | (5.70) | (9.36) | (−0.03) | (−1.00) | (9.99) | (3.60) | (4.10) | (7.54) | (4.11) | (5.65) |
∆Star | 0.08 *** | 0.04 | 0.02 | −0.10 *** | −0.02 | −0.04 | −0.16 | −0.15 | −0.23 | 0.31 *** | 0.13 *** | 0.12 ** |
(2.88) | (1.58) | (0.66) | (−3.03) | (−0.53) | (−1.04) | (−1.15) | (−1.09) | (−1.31) | (6.39) | (2.99) | (2.27) | |
ln(TNA) | 0.01 | −0.01 | −0.01 | 0.02 ** | 0.01 | 0.02 * | 0.04 | −0.08 * | −0.05 | −0.00 | −0.01 | −0.03 *** |
(0.88) | (−1.00) | (−1.56) | (2.19) | (1.29) | (1.96) | (1.13) | (−1.86) | (−1.28) | (−0.33) | (−1.38) | (−2.69) | |
ln(Age) | −0.01 | −0.02 | 0.00 | −0.04 ** | −0.06 *** | −0.06 *** | −0.04 | 0.11 | 0.08 | 0.03 | 0.01 | 0.06 ** |
(−0.38) | (−0.98) | (0.15) | (−2.16) | (−2.92) | (−3.24) | (−0.59) | (1.23) | (0.95) | (0.89) | (0.43) | (2.08) | |
Expense | 0.04 | −0.04 | −0.04 | 0.02 | 0.03 | 0.07 | 0.14 | −0.54 ** | −0.58 *** | 0.06 | −0.05 | −0.08 |
Ratio | (0.83) | (−1.20) | (−1.00) | (0.39) | (0.78) | (1.55) | (0.70) | (−2.35) | (−2.83) | (0.78) | (−0.86) | (−1.29) |
Turnover | −0.00 | −0.00 | −0.00 ** | −0.00 *** | −0.00 *** | −0.00 *** | −0.00 | −0.00 | 0.00 | 0.00 ** | 0.00 ** | −0.00 |
Ratio | (−0.21) | (−1.43) | (−2.51) | (−3.45) | (−5.06) | (−3.79) | (−0.03) | (−0.92) | (0.92) | (2.30) | (2.48) | (−0.96) |
Front Load | −0.03 | −0.00 | 0.01 | 0.01 | 0.02 | 0.03 | −0.05 | −0.10 | 0.01 | −0.05 | −0.01 | −0.01 |
Dummy | (−1.14) | (−0.06) | (0.39) | (0.23) | (0.91) | (1.31) | (−0.51) | (−0.85) | (0.05) | (−1.27) | (−0.22) | (−0.27) |
Cash | −0.01 ** | −0.01 *** | −0.01 ** | −0.00 | −0.00 | −0.00 | −0.04 * | −0.03 | −0.02 | −0.02 ** | −0.01 * | −0.01 |
Position | (−2.52) | (−3.04) | (−2.29) | (−0.28) | (−0.48) | (−0.51) | (−1.71) | (−1.00) | (−0.75) | (−2.04) | (−1.92) | (−1.24) |
Constant | −0.83 *** | −0.12 | −0.28 *** | −0.51 *** | 0.01 | −0.14 | −1.21 ** | −1.00 * | −0.74 | −3.09 *** | −1.51 *** | −1.22 *** |
(−6.28) | (−1.23) | (−2.69) | (−4.18) | (0.09) | (−1.25) | (−2.28) | (−1.67) | (−1.40) | (−12.42) | (−8.34) | (−6.21) | |
N | 44,910 | 44,910 | 44,910 | 21,046 | 21,046 | 21,046 | 2588 | 2588 | 2588 | 21,276 | 21,276 | 21,276 |
Adj. R2 | 0.199 | 0.146 | 0.152 | 0.179 | 0.150 | 0.136 | 0.468 | 0.295 | 0.228 | 0.172 | 0.131 | 0.170 |
Entire Period | Pre-Crash | Crash | Post-Crash | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/03 | 2020/04–2022/04 | |||||||||
(1) | (2) | (3) | (4) | (5) | (6) | (4) | (5) | (6) | (7) | (8) | (9) | |
CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | |
High | 0.48 *** | 0.09 | 0.17 *** | 0.28 *** | −0.04 | −0.04 | 0.88 *** | 0.53 | 0.25 | 0.49 *** | 0.12 | 0.29 ** |
Sustainability | (5.61) | (1.44) | (2.60) | (4.19) | (−0.71) | (−0.75) | (2.59) | (1.38) | (0.68) | (3.20) | (0.97) | (2.14) |
Active Fund | 0.06 | −0.02 | 0.07 | 0.07 | −0.01 | 0.02 | −0.26 | −0.09 | −0.18 | −0.00 | −0.03 | 0.11 |
(1.02) | (−0.34) | (1.57) | (1.36) | (−0.16) | (0.41) | (−1.05) | (−0.35) | (−0.64) | (−0.03) | (−0.37) | (1.43) | |
High Sustainability | −0.17 * | 0.01 | −0.05 | −0.05 | 0.05 | 0.02 | 0.12 | −0.11 | 0.24 | −0.20 | 0.02 | −0.10 |
×Active Fund | (−1.85) | (0.22) | (−0.78) | (−0.65) | (0.68) | (0.29) | (0.33) | (−0.26) | (0.62) | (−1.24) | (0.12) | (−0.75) |
∆Star | 0.08 *** | 0.04 | 0.02 | −0.10 *** | −0.02 | −0.04 | −0.16 | −0.15 | −0.23 | 0.31 *** | 0.13 *** | 0.11 ** |
(2.87) | (1.58) | (0.66) | (−3.02) | (−0.53) | (−1.04) | (−1.17) | (−1.09) | (−1.32) | (6.37) | (2.99) | (2.26) | |
ln(TNA) | 0.01 | −0.01 | −0.01 | 0.02 ** | 0.01 | 0.02 * | 0.04 | −0.07 * | −0.05 | −0.00 | −0.01 | −0.03 *** |
(0.88) | (−0.98) | (−1.60) | (2.12) | (1.27) | (1.93) | (1.17) | (−1.83) | (−1.27) | (−0.29) | (−1.36) | (−2.71) | |
ln(Age) | −0.01 | −0.02 | 0.00 | −0.04 ** | −0.06 *** | −0.06 *** | −0.05 | 0.11 | 0.07 | 0.03 | 0.01 | 0.06 ** |
(−0.33) | (−0.98) | (0.15) | (−2.19) | (−2.94) | (−3.27) | (−0.61) | (1.22) | (0.92) | (0.92) | (0.43) | (2.10) | |
Expense | 0.04 | −0.04 | −0.05 | −0.00 | 0.03 | 0.06 | 0.20 | −0.50 * | −0.56 ** | 0.08 | −0.05 | −0.10 |
Ratio | (0.75) | (−1.01) | (−1.25) | (−0.01) | (0.64) | (1.22) | (0.89) | (−1.89) | (−2.40) | (0.90) | (−0.67) | (−1.41) |
Turnover | −0.00 | −0.00 | −0.00 ** | −0.00 *** | −0.00 *** | −0.00 *** | 0.00 | −0.00 | 0.00 | 0.00 ** | 0.00 ** | −0.00 |
Ratio | (−0.25) | (−1.42) | (−2.53) | (−3.46) | (−5.04) | (−3.78) | (0.00) | (−0.91) | (0.93) | (2.28) | (2.48) | (−0.98) |
Front Load | −0.03 | −0.00 | 0.01 | 0.01 | 0.02 | 0.03 | −0.05 | −0.10 | 0.01 | −0.05 | −0.01 | −0.01 |
Dummy | (−1.17) | (−0.05) | (0.36) | (0.22) | (0.91) | (1.31) | (−0.49) | (−0.85) | (0.07) | (−1.29) | (−0.21) | (−0.32) |
Cash | −0.01 ** | −0.01 *** | −0.01 ** | −0.00 | −0.00 | −0.00 | −0.04 * | −0.03 | −0.02 | −0.02 ** | −0.01 * | −0.01 |
Position | (−2.49) | (−3.04) | (−2.30) | (−0.32) | (−0.49) | (−0.53) | (−1.72) | (−1.00) | (−0.76) | (−2.01) | (−1.92) | (−1.24) |
Constant | −0.89 *** | −0.11 | −0.33 *** | −0.56 *** | 0.02 | −0.15 | −1.04 * | −0.95 | −0.61 | −3.11 *** | −1.49 *** | −1.30 *** |
(−6.42) | (−1.05) | (−3.05) | (−4.31) | (0.18) | (−1.26) | (−1.89) | (−1.54) | (−1.07) | (−12.03) | (−7.95) | (−6.42) | |
N | 44,910 | 44,910 | 44,910 | 21,046 | 21,046 | 21,046 | 2588 | 2588 | 2588 | 21,276 | 21,276 | 21,276 |
Adj. R2 | 0.199 | 0.146 | 0.152 | 0.179 | 0.150 | 0.136 | 0.468 | 0.294 | 0.227 | 0.172 | 0.131 | 0.170 |
Panel A High-Sustainable Funds | ||||||||||||
Entire Period | Pre-Crash | Crash | Post-Crash | |||||||||
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/03 | 2020/04–2022/04 | |||||||||
(1) | (2) | (3) | (4) | (5) | (6) | (4) | (5) | (6) | (7) | (8) | (9) | |
CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | |
Active Fund | −0.10 | −0.05 | −0.03 | −0.01 | −0.01 | −0.01 | −0.21 | −0.50 | −0.06 | −0.15 | −0.03 | −0.03 |
(−1.11) | (−0.77) | (−0.43) | (−0.19) | (−0.25) | (−0.17) | (−0.58) | (−1.17) | (−0.17) | (−0.97) | (−0.21) | (−0.20) | |
∆Star | 0.02 | −0.01 | −0.04 | −0.14 *** | −0.05 | −0.08 | −0.05 | −0.08 | −0.29 | 0.22 *** | 0.04 | 0.03 |
(0.54) | (−0.28) | (−0.90) | (−3.10) | (−1.04) | (−1.46) | (−0.24) | (−0.37) | (−1.17) | (3.28) | (0.61) | (0.38) | |
ln(TNA) | 0.02 | −0.01 | −0.00 | 0.02 * | 0.01 | 0.01 | −0.00 | −0.12 * | −0.03 | 0.02 | −0.01 | −0.01 |
(1.51) | (−0.61) | (−0.34) | (1.87) | (1.30) | (1.23) | (−0.00) | (−1.92) | (−0.65) | (1.08) | (−0.81) | (−0.69) | |
ln(Age) | −0.01 | −0.03 | −0.01 | −0.01 | −0.03 | −0.03 | −0.19 * | −0.11 | 0.03 | 0.00 | −0.01 | 0.01 |
(−0.48) | (−1.45) | (−0.42) | (−0.43) | (−1.16) | (−1.06) | (−1.76) | (−0.88) | (0.28) | (0.07) | (−0.33) | (0.27) | |
Expense | 0.10 | 0.04 | 0.04 | 0.07 | 0.10 | 0.11 | 0.38 | 0.02 | −0.29 | 0.12 | −0.01 | 0.03 |
Ratio | (1.27) | (0.61) | (0.64) | (1.17) | (1.47) | (1.54) | (1.06) | (0.06) | (−0.83) | (0.96) | (−0.08) | (0.27) |
Turnover | −0.00 | −0.00 | −0.00 | −0.00 *** | −0.00 *** | −0.00 *** | −0.00 | −0.00 | 0.00 | 0.00 | 0.00 | −0.00 |
Ratio | (−1.62) | (−1.46) | (−1.56) | (−5.75) | (−5.32) | (−3.90) | (−0.76) | (−0.34) | (1.49) | (1.11) | (1.61) | (−0.38) |
Front Load | −0.01 | 0.03 | 0.00 | 0.01 | 0.02 | 0.03 | −0.09 | −0.24 | −0.13 | −0.01 | 0.07 | 0.00 |
Dummy | (−0.43) | (0.87) | (0.11) | (0.33) | (0.63) | (0.98) | (−0.59) | (−1.41) | (−0.77) | (−0.23) | (1.47) | (0.05) |
Cash | −0.02 ** | −0.01 | −0.01 | 0.01 | 0.00 | 0.01 | −0.07 * | −0.04 | −0.03 | −0.03 ** | −0.01 | −0.01 |
Position | (−2.46) | (−1.48) | (−0.77) | (0.88) | (0.58) | (0.72) | (−1.87) | (−0.94) | (−0.95) | (−2.52) | (−1.35) | (−0.56) |
Constant | −0.43 *** | 0.13 | −0.10 | −0.18 | 0.24 | 0.06 | 0.63 | 0.78 | −0.14 | −2.03 *** | −1.33 *** | −1.10 *** |
(−2.64) | (0.84) | (−0.59) | (−1.13) | (1.25) | (0.33) | (0.94) | (0.95) | (−0.20) | (−7.41) | (−5.72) | (−4.27) | |
N | 22,208 | 22,208 | 22,208 | 10,713 | 10,713 | 10,713 | 1242 | 1242 | 1242 | 10,253 | 10,253 | 10,253 |
Adj. R2 | 0.182 | 0.186 | 0.203 | 0.154 | 0.210 | 0.185 | 0.409 | 0.333 | 0.228 | 0.183 | 0.174 | 0.234 |
Panel B Low-Sustainable Funds | ||||||||||||
Entire Period | Pre-Crash | Crash | Post-Crash | |||||||||
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/03 | 2020/04–2022/04 | |||||||||
(1) | (2) | (3) | (4) | (5) | (6) | (4) | (5) | (6) | (7) | (8) | (9) | |
CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | |
Active Fund | 0.08 | 0.06 | 0.13 ** | 0.08 | 0.03 | 0.04 | −0.05 | 0.35 | 0.03 | 0.01 | 0.01 | 0.16 * |
(1.22) | (1.21) | (2.56) | (1.36) | (0.53) | (0.82) | (−0.17) | (1.25) | (0.09) | (0.06) | (0.10) | (1.96) | |
∆Star | 0.14 *** | 0.11 *** | 0.10 ** | −0.05 | 0.04 | 0.03 | −0.28 | −0.21 | −0.17 | 0.36 *** | 0.22 *** | 0.19 *** |
(3.22) | (2.73) | (2.10) | (−0.95) | (0.76) | (0.48) | (−1.49) | (−1.13) | (−0.73) | (5.11) | (3.40) | (2.71) | |
ln(TNA) | 0.01 | 0.00 | −0.01 | 0.02 | 0.01 | 0.02 * | 0.05 | −0.05 | −0.08 | −0.01 | −0.00 | −0.03 ** |
(0.50) | (0.34) | (−0.95) | (1.33) | (0.96) | (1.88) | (1.06) | (−0.99) | (−1.46) | (−0.38) | (−0.07) | (−1.97) | |
ln(Age) | −0.01 | −0.01 | 0.01 | −0.07 ** | −0.08 *** | −0.09 *** | 0.07 | 0.30 ** | 0.14 | 0.04 | 0.02 | 0.09 ** |
(−0.29) | (−0.46) | (0.38) | (−2.07) | (−2.73) | (−3.08) | (0.68) | (2.57) | (1.24) | (0.85) | (0.56) | (2.14) | |
Expense | −0.01 | −0.10 * | −0.11 * | −0.07 | −0.04 | 0.01 | −0.02 | −0.96 *** | −0.80 ** | 0.07 | −0.04 | −0.14 |
Ratio | (−0.11) | (−1.95) | (−1.88) | (−0.90) | (−0.62) | (0.15) | (−0.08) | (−2.99) | (−2.54) | (0.62) | (−0.47) | (−1.54) |
Turnover | 0.00 | −0.00 | −0.00 * | −0.00 | −0.00 ** | −0.00 | 0.00 | −0.00 | 0.00 | 0.00 * | 0.00 * | −0.00 |
Ratio | (0.72) | (−0.46) | (−1.91) | (−1.13) | (−2.12) | (−1.48) | (0.18) | (−0.87) | (0.15) | (1.72) | (1.78) | (−0.90) |
Front Load | −0.04 | −0.02 | 0.02 | 0.00 | 0.02 | 0.03 | −0.05 | −0.00 | 0.10 | −0.09 | −0.07 | −0.02 |
Dummy | (−0.99) | (−0.70) | (0.59) | (0.05) | (0.61) | (0.75) | (−0.36) | (−0.00) | (0.58) | (−1.37) | (−1.36) | (−0.35) |
Cash | −0.01 | −0.01 ** | −0.01 ** | −0.01 | −0.01 | −0.01 | −0.02 | −0.01 | 0.01 | −0.01 | −0.01 | −0.02 |
Position | (−1.57) | (−2.32) | (−2.06) | (−0.81) | (−0.64) | (−0.85) | (−0.49) | (−0.33) | (0.18) | (−0.80) | (−1.08) | (−1.21) |
Constant | −1.01 *** | −0.42 *** | −0.57 *** | −0.59 *** | −0.11 | −0.28 * | −1.75 * | −1.95 ** | −0.89 | −4.33 *** | −1.91 *** | −1.56 *** |
(−4.94) | (−2.87) | (−3.74) | (−3.07) | (−0.62) | (−1.66) | (−1.93) | (−2.40) | (−1.03) | (−10.64) | (−6.61) | (−4.99) | |
N | 22,702 | 22,702 | 22,702 | 10,333 | 10,333 | 10,333 | 1346 | 1346 | 1346 | 11,023 | 11,023 | 11,023 |
Adj. R2 | 0.243 | 0.132 | 0.129 | 0.211 | 0.113 | 0.113 | 0.504 | 0.265 | 0.238 | 0.209 | 0.115 | 0.133 |
Panel A AUM ≥ USD 30 million | ||||||||||||
Panel A1 | ||||||||||||
Entire Period | Pre-Crash | Crash | Post-Crash | |||||||||
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/03 | 2020/04–2022/04 | |||||||||
(1) | (2) | (3) | (4) | (5) | (6) | (4) | (5) | (6) | (7) | (8) | (9) | |
CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | |
High Sustainability | 0.33 *** | 0.11 *** | 0.13 *** | 0.24 *** | −0.00 | −0.02 | 0.99 *** | 0.43 *** | 0.50 *** | 0.31 *** | 0.14 *** | 0.20 *** |
(12.41) | (5.20) | (5.94) | (9.38) | (−0.06) | (−0.92) | (9.91) | (3.54) | (4.27) | (7.52) | (4.23) | (5.72) | |
N | 43,571 | 43,571 | 43,571 | 20,394 | 20,394 | 20,394 | 2513 | 2513 | 2513 | 20,664 | 20,664 | 20,664 |
Adj. R2 | 0.199 | 0.147 | 0.153 | 0.179 | 0.149 | 0.136 | 0.468 | 0.299 | 0.233 | 0.172 | 0.132 | 0.172 |
Panel A2 | ||||||||||||
Entire Period | Pre-Crash | Crash | Post-Crash | |||||||||
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/03 | 2020/04–2022/04 | |||||||||
(1) | (2) | (3) | (4) | (5) | (6) | (4) | (5) | (6) | (7) | (8) | (9) | |
CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | |
High Sustainability | 0.48 *** | 0.09 | 0.17 ** | 0.28 *** | −0.05 | −0.05 | 0.89 *** | 0.54 | 0.26 | 0.46 *** | 0.10 | 0.27 * |
(5.45) | (1.35) | (2.47) | (4.18) | (−0.77) | (−0.81) | (2.62) | (1.41) | (0.71) | (2.97) | (0.83) | (1.94) | |
Active Fund | 0.05 | −0.01 | 0.06 | 0.08 | 0.00 | 0.03 | −0.26 | −0.09 | −0.18 | −0.02 | −0.04 | 0.08 |
(0.91) | (−0.33) | (1.38) | (1.51) | (0.06) | (0.58) | (−1.07) | (−0.35) | (−0.63) | (−0.19) | (−0.54) | (1.07) | |
High Sustainability | −0.15 * | 0.02 | −0.04 | −0.04 | 0.05 | 0.02 | 0.12 | −0.12 | 0.26 | −0.16 | 0.04 | −0.07 |
×Active Fund | (−1.67) | (0.33) | (−0.57) | (−0.60) | (0.72) | (0.36) | (0.34) | (−0.29) | (0.65) | (−1.01) | (0.29) | (−0.52) |
N | 43,571 | 43,571 | 43,571 | 20,394 | 20,394 | 20,394 | 2513 | 2513 | 2513 | 20,664 | 20,664 | 20,664 |
Adj. R2 | 0.199 | 0.147 | 0.153 | 0.179 | 0.149 | 0.136 | 0.468 | 0.299 | 0.232 | 0.172 | 0.132 | 0.171 |
Panel B Control for Star | ||||||||||||
Panel A1 | ||||||||||||
Entire Period | Pre-Crash | Crash | Post-Crash | |||||||||
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/03 | 2020/04–2022/04 | |||||||||
(1) | (2) | (3) | (4) | (5) | (6) | (4) | (5) | (6) | (7) | (8) | (9) | |
CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | |
High Sustainability | 0.24 *** | 0.05 ** | 0.07 *** | 0.20 *** | −0.03 | −0.05 ** | 0.73 *** | 0.42 *** | 0.36 *** | 0.17 *** | 0.03 | 0.11 *** |
(9.49) | (2.45) | (3.07) | (8.54) | (−1.04) | (−2.15) | (7.29) | (3.43) | (2.94) | (4.06) | (0.96) | (3.06) | |
N | 45,010 | 45,010 | 45,010 | 21,097 | 21,097 | 21,097 | 2588 | 2588 | 2588 | 21,325 | 21,325 | 21,325 |
Adj. R2 | 0.209 | 0.151 | 0.157 | 0.188 | 0.154 | 0.141 | 0.484 | 0.296 | 0.230 | 0.182 | 0.138 | 0.173 |
Panel A2 | ||||||||||||
Entire Period | Pre-Crash | Crash | Post-Crash | |||||||||
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/03 | 2020/04–2022/04 | |||||||||
(1) | (2) | (3) | (4) | (5) | (6) | (4) | (5) | (6) | (7) | (8) | (9) | |
CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | |
High Sustainability | 0.40 *** | 0.03 | 0.11 * | 0.23 *** | −0.08 | −0.09 | 0.73 ** | 0.53 | 0.19 | 0.36 ** | 0.02 | 0.20 |
(4.38) | (0.48) | (1.67) | (3.18) | (−1.32) | (−1.43) | (2.35) | (1.37) | (0.52) | (2.17) | (0.13) | (1.48) | |
Active Fund | 0.11 * | 0.02 | 0.10 ** | 0.11 ** | 0.02 | 0.05 | −0.12 | −0.10 | −0.13 | 0.05 | 0.01 | 0.14 * |
(1.87) | (0.38) | (2.34) | (2.00) | (0.31) | (1.00) | (−0.51) | (−0.38) | (−0.46) | (0.49) | (0.15) | (1.86) | |
High Sustainability | −0.17 * | 0.02 | −0.05 | −0.04 | 0.06 | 0.04 | 0.00 | −0.11 | 0.18 | −0.20 | 0.02 | −0.11 |
×Active Fund | (−1.78) | (0.28) | (−0.74) | (−0.49) | (0.90) | (0.54) | (0.01) | (−0.27) | (0.47) | (−1.19) | (0.12) | (−0.75) |
N | 45,010 | 45,010 | 45,010 | 21,097 | 21,097 | 21,097 | 2588 | 2588 | 2588 | 21,325 | 21,325 | 21,325 |
Adj. R2 | 0.209 | 0.151 | 0.157 | 0.188 | 0.154 | 0.141 | 0.483 | 0.295 | 0.230 | 0.182 | 0.137 | 0.173 |
Panel C Crash Period: 2020/02–2020/03 | ||||||||||||
Panel A1 | ||||||||||||
Entire Period | Pre-Crash | Crash | Post-Crash | |||||||||
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/04 | 2020/04–2022/04 | |||||||||
(1) | (2) | (3) | (4) | (5) | (6) | (4) | (5) | (6) | (7) | (8) | (9) | |
CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | |
High Sustainability | 0.33 *** | 0.11 *** | 0.12 *** | 0.24 *** | −0.00 | −0.03 | 0.94 *** | 0.29 *** | 0.32 *** | 0.27 *** | 0.14 *** | 0.21 *** |
(12.35) | (5.10) | (5.70) | (9.36) | (−0.03) | (−1.00) | (9.70) | (3.45) | (3.89) | (6.86) | (4.17) | (5.84) | |
N | 44,910 | 44,910 | 44,910 | 21,046 | 21,046 | 21,046 | 3859 | 3859 | 3859 | 20,005 | 20,005 | 20,005 |
Adj. R2 | 0.199 | 0.146 | 0.152 | 0.179 | 0.150 | 0.136 | 0.387 | 0.158 | 0.137 | 0.159 | 0.134 | 0.179 |
Panel A2 | ||||||||||||
Entire Period | Pre-Crash | Crash | Post-Crash | |||||||||
2018/09–2022/04 | 2018/09–2020/01 | 2020/02–2020/04 | 2020/04–2022/04 | |||||||||
(1) | (2) | (3) | (4) | (5) | (6) | (4) | (5) | (6) | (7) | (8) | (9) | |
CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | CAPM α | FF3 α | Carhart4 α | |
High Sustainability | 0.48 *** | 0.09 | 0.17 *** | 0.28 *** | −0.04 | −0.04 | 0.83 *** | 0.56 ** | 0.37 * | 0.44 *** | 0.07 | 0.26 * |
(5.61) | (1.44) | (2.60) | (4.19) | (−0.71) | (−0.75) | (2.68) | (2.20) | (1.65) | (2.97) | (0.55) | (1.80) | |
Active Fund | 0.06 | −0.02 | 0.07 | 0.07 | −0.01 | 0.02 | −0.46 * | −0.12 | −0.14 | 0.06 | −0.00 | 0.14 * |
(1.02) | (−0.34) | (1.57) | (1.36) | (−0.16) | (0.41) | (−1.80) | (−0.64) | (−0.82) | (0.64) | (−0.01) | (1.66) | |
High Sustainability | −0.17 * | 0.01 | −0.05 | −0.05 | 0.05 | 0.02 | 0.13 | −0.28 | −0.05 | −0.18 | 0.08 | −0.06 |
×Active Fund | (−1.85) | (0.22) | (−0.78) | (−0.65) | (0.68) | (0.29) | (0.41) | (−1.05) | (−0.21) | (−1.17) | (0.56) | (−0.38) |
N | 44,910 | 44,910 | 44,910 | 21,046 | 21,046 | 21,046 | 3859 | 3859 | 3859 | 20,005 | 20,005 | 20,005 |
Adj. R2 | 0.199 | 0.146 | 0.152 | 0.179 | 0.150 | 0.136 | 0.387 | 0.158 | 0.136 | 0.159 | 0.134 | 0.179 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Fang, F.; Parida, S. Do Active Sustainable Equity Funds Outperform Their Passive Peers? Evidence from the COVID-19 Pandemic. J. Risk Financial Manag. 2025, 18, 530. https://doi.org/10.3390/jrfm18100530
Fang F, Parida S. Do Active Sustainable Equity Funds Outperform Their Passive Peers? Evidence from the COVID-19 Pandemic. Journal of Risk and Financial Management. 2025; 18(10):530. https://doi.org/10.3390/jrfm18100530
Chicago/Turabian StyleFang, Fei, and Sitikantha Parida. 2025. "Do Active Sustainable Equity Funds Outperform Their Passive Peers? Evidence from the COVID-19 Pandemic" Journal of Risk and Financial Management 18, no. 10: 530. https://doi.org/10.3390/jrfm18100530
APA StyleFang, F., & Parida, S. (2025). Do Active Sustainable Equity Funds Outperform Their Passive Peers? Evidence from the COVID-19 Pandemic. Journal of Risk and Financial Management, 18(10), 530. https://doi.org/10.3390/jrfm18100530