Stock-selection timing test for ESG mutual funds
| Stock-selection opportunity measure: FF6 alpha | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| No of funds | Percentage of funds in t-stat critical values (%) | ||||||||
| t ≤ −2.575 | t ≤ −1.960 | t ≤ −1.645 | t ≤ −1.282 | t ≥ 1.282 | t ≥ 1.645 | t ≥ 1.960 | t ≥ 2.575 | ||
| All funds | 309 | 8.41 | 13.92 | 21.36 | 27.51 | 35.92 | 25.89 | 20.39 | 12.62 |
| UK | 198 | 5.56 | 10.61 | 19.19 | 26.26 | 42.42 | 30.30 | 24.75 | 15.15 |
| France | 62 | 14.52 | 19.35 | 24.19 | 27.42 | 22.58 | 17.74 | 12.90 | 9.68 |
| Germany | 49 | 12.24 | 20.41 | 26.53 | 32.65 | 26.53 | 18.37 | 12.24 | 6.12 |
| Stock-selection opportunity measure: FF6 alpha | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| No of funds | Percentage of funds in | ||||||||
| All funds | 309 | 8.41 | 13.92 | 21.36 | 27.51 | 35.92 | 25.89 | 20.39 | 12.62 |
| UK | 198 | 5.56 | 10.61 | 19.19 | 26.26 | 42.42 | 30.30 | 24.75 | 15.15 |
| France | 62 | 14.52 | 19.35 | 24.19 | 27.42 | 22.58 | 17.74 | 12.90 | 9.68 |
| Germany | 49 | 12.24 | 20.41 | 26.53 | 32.65 | 26.53 | 18.37 | 12.24 | 6.12 |
Note(s): The table above reports the stock-selection timing coefficients gi estimated using the following cross-sectional equation: ACTi,t = ci + giSSOt+1 + εi, t+1, where ACTi,t denotes the fund portfolio turnover in monthly period t and SSOt+1 represents the stock-selection opportunity in period t+1. Portfolio turnover is defined according to Yan and Zhang (2009). To measure stock-selection opportunity, we calculate the average positive alpha value estimated from daily returns during period t+1 using the model described in Eq. (4). The columns report the percentage of funds whose individual t-statistics exceed or fall below the specified critical values. The t-statistics are corrected for heteroskedasticity and autocorrelation using the Newey and West (1987) method. The sample period spans from January 1, 2012, to December 31, 2024
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