Table 3.
The pooled effects of intervention on subjective well-being (SWB) and test of heterogeneity: three-level random-effects meta-analysis.
Significance test(s) of SMD = 0 | Tests of heterogeneity | ||||||
---|---|---|---|---|---|---|---|
SMD | SE | t | P | Heterogeneity statistic (Q)* | Degrees of freedom | p | |
Overall | 0.51 | 0.10 | 5.22 | <0.01 | 413.99 | 53 | <0.01 |
BY INTERVENTION | |||||||
Physical activity | 0.58 | 0.32 | 1.81 | 0.10 | 135.72 | 11 | <0.01 |
Mindfulness | 0.86 | 0.34 | 2.54 | 0.03 | 122.88 | 12 | <0.01 |
CB based approach | 0.22 | 0.09 | 2.60 | 0.03 | 33.32 | 10 | <0.01 |
Other psychological | 0.56 | 0.16 | 3.46 | 0.01 | 49.03 | 11 | <0.01 |
Environmental | 0.13 | 0.10 | 1.32 | 0.41 | 0.57 | 1 | 0.45 |
Multicomponent | 0.04 | 0.13 | 0.32 | 0.77 | 2.21 | 3 | 0.53 |
BY OUTCOME | |||||||
Evaluative WB | 0.46 | 0.18 | 2.53 | 0.02 | 95.93 | 14 | <0.01 |
Hedonic WB | 0.35 | 0.16 | 2.22 | 0.04 | 236.68 | 26 | <0.01 |
Eudemonic WB | 0.58 | 0.13 | 4.47 | 0.047 | 2.80 | 2 | 0.25 |
QOL | 0.77 | 0.25 | 3.07 | 0.02 | 44.76 | 8 | <0.01 |
SWB, subjective well-being; CB, cognitive behavioral; WB, well-being; SMD, standardized mean difference; SE, standard error.
The variation in SMD attributable to heterogeneity was tested by Q statistic.