Table 4.
Sample | Effect Size Statistic | Heterogeneity | |||||
---|---|---|---|---|---|---|---|
Subgroups | K | N | r | 95% CI | Z | Q | p |
Type of sport | |||||||
Team sport | 13 | 1109 | 0.16 ** | [0.07, 0.25] | 3.28 | 0.29 | 0.96 |
Individual sport | 4 | 470 | 0.19 ** | [0.10, 0.27] | 4.04 | ||
Both of them | 3 | 588 | 0.1 5* | [0.02, 0.29] | 2.21 | ||
A clear allocation not possible | 2 | 1264 | 0.15 | [−0.05, 0.33] | 1.43 | ||
Level of expertise in sports | |||||||
Elite athletes | 2 | 56 | 0.32 * | [0.06, 0.54] | 2.35 | 4.52 | 0.34 |
Professional athletes | 12 | 1199 | 0.14 ** | [0.04, 0.23] | 2.80 | ||
Amateur athletes | 1 | 28 | 0.25 | [−0.14, 0.57] | 1.28 | ||
From elite to amateur athletes | 5 | 1805 | 0.15 ** | [0.05, 0.24] | 2.94 | ||
A clear allocation not possible | 2 | 343 | 0.25 ** | [0.15, 0.35] | 4.72 | ||
Measurement of sports performance | |||||||
Level of expertise | 6 | 1809 | 0.12 * | [0.03, 0.22] | 2.50 | 3.89 | 0.27 |
Statistical accounts | 11 | 847 | 0.16 ** | [0.05, 0.26] | 2.75 | ||
Assessment of sports performance | 4 | 723 | 0.23 ** | [0.16, 0.30] | 6.31 | ||
Physiological parameters | 1 | 52 | 0.26 | [−0.01, 0.50] | 1.86 | ||
Conceptualisation of EI | |||||||
Ability approach to emotional intelligence | 5 | 517 | 0.19 * | [0.02, 0.35] | 2.20 | 4.98 | 0.17 |
Mixed models of emotional intelligence | 5 | 379 | 0.03 | [−0.11, 0.17] | 0.48 | ||
Trait approach to emotional intelligence | 5 | 1356 | 0.19 * | [0.04, 0.32] | 2.53 | ||
A clear allocation not possible | 7 | 1179 | 0.20 ** | [0.15, 0.26] | 7.01 | ||
Measurement of EI | |||||||
self-report | 20 | 3322 | 0.16 ** | [0.11, 0.22] | 5.47 | 0.30 | 0.58 |
ability-test | 2 | 109 | 0.37 | [−0.37, 0.82] | 0.97 | ||
Number of citations | |||||||
0–10 | 10 | 1305 | 0.15 ** | [0.09, 0.21] | 4.88 | 2.31 | 0.51 |
11–50 | 5 | 1712 | 0.19 ** | [0.07, 0.30] | 3.18 | ||
>50 | 6 | 214 | 0.21 | [−0.05, 0.43] | 1.59 | ||
Not specified | 1 | 200 | 0.25 ** | [0.12, 0.38] | 3.64 | ||
Peer reviewed document | |||||||
Peer-reviewed documents | 16 | 2350 | 0.14 ** | [0.06, 0.22] | 3.54 | 1.50 | 0.22 |
Non peer-reviewed documents | 6 | 1081 | 0.20 ** | [0.14, 0.26] | 6.68 | ||
Year of publication | |||||||
2001–2009 | 7 | 244 | 0.25 * | [0.01, 0.46] | 2.00 | 0.47 | 0.49 |
2010–2018 | 15 | 3187 | 0.16 ** | [0.11, 0.22] | 5.77 |
Random effect model. k = study numbers; N = total sample size; r = effect size (Pearson’s r); CI = confidence interval [lower limit, upper limit]; Z = Z-Value; * p < 0.05; ** p < 0.01; Q = Q-value total between subgroups. p = p-value.