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. 2026 Aug 17;16:1860273. doi: 10.3389/fonc.2026.1860273

Table 2.

Subgroup analysis of moderating variables.

Moderators Homogeneity test Category Number of studies Number of samples Effect size and 95% CI Two-tailed test
Q P I2(%) Q P
Intervention content 103.89 <0.001 71.68 Yoga 10 724 -0.71 (-0.97, -0.46) 24.26 <0.001
Aerobic exercise 12 1067 -0.53 (-0.78, -0.28) 37.69 <0.001
Pilates 2 74 -0.80 (-1.70, 0.10) 3.40 0.082
Aerobic and resistance exercise 4 130 -0.58 (-1.25, 0.09) 10.45 0.089
Traditional Chinese exercises 3 236 -0.79 (-1.69, 0.12) 24.33 0.089
Single intervention time 76.07 <0.001 69.93 >60min/time 7 517 -0.48 (-0.80, -0.15) 16.53 0.004
60min/time 10 644 -1.02 (-1.19, -0.84) 9.21 <0.001
<60min/time 6 499 -0.52 (-0.88, -0.16) 18.63 0.005
Intervention frequency 91.26 <0.001 69.35 1–2 times/week 12 675 -0.56 (-0.84, -0.28) 33.86 <0.001
3 times/week 14 1119 -0.87 (-1.07, -0.66) 32.44 <0.001
>3times/week 3 238 -0.17 (-0.49, 0.15) 2.81 0.309
Intervention duration 103.89 <0.001 71.68 3–8 weeks 11 818 -0.76 (-1.07, -0.45) 49.22 <0.001
10–12 weeks 16 1099 -0.42 (-0.60, -0.24) 28.25 <0.001
>12 weeks 4 314 -1.01 (-1.32, -0.71) 4.53 <0.001
Intervention forms 103.89 <0.001 71.68 Group 17 1074 -0.65 (-0.91, -0.40) 66.60 <0.001
Individual 14 1157 -0.60 (-0.82, -0.38) 36.94 <0.001

Q, Cochran’s Q statistic; P, P value; I2, I-squared statistic; CI, confidence interval; g, Hedges’g.