UBMS | LBMS | LBMF | Aerobic fitness | |||||
χ2 (df), p values | β (95% CI) | χ2 (df), p values | β (95% CI) | χ2 (df), p values | β (95% CI) | χ2 (df), p values | β (95% CI) | |
Effect of exercise | 0.20 (0.14 to 0.26)* | 0.29 (0.23 to 0.35)* | 0.16 (0.08 to 0.24)* | 0.28 (0.23 to 0.34)* | ||||
Demographic moderators | ||||||||
Age continuous | 0.10 (1), 0.76 | 0.57 (1), 0.45 | 0.70 (1), 0.40 | 6.22 (1), 0.01* | ||||
Age < 50 | 0.41 (0.31 to 0.52)* | |||||||
Age 50–70 | 0.22 (0.15 to 0.29)* | |||||||
Age > 70 | 0.23 (0.07 to 0.40)* | |||||||
Sex | 0.97 (1), 0.32 | 0.59 (1), 0.44 | 2.17 (1), 0.14 | 0.00 (1), 0.98 | ||||
Marital status | 1.90 (1), 0.17 | 5.12 (1), 0.02* | 0.84 (1), 0.36 | 1.78 (1), 0.18 | ||||
Partner | 0.22 (0.14 to 0.30)* | |||||||
Unmarried/living alone | 0.37 (0.23 to 0.51)* | |||||||
Education level | 0.02 (1), 0.88 | 2.71 (1), 0.10 | 2.03 (1), 0.16 | 0.97 (1), 0.33 | ||||
Clinical moderators | ||||||||
BMI continuous | 0.68 (1), 0.41 | 0.19 (1), 0.66 | 1.15 (1), 0.28 | 0.00 (1), 0.98 | ||||
Cancer type | 0.77 (4), 0.94 | 0.26 (1), 0.61 | 2.06 (4), 0.73 | 7.69 (5), 0.17 | ||||
Breast cancer versus other cancer types | 0.47 (1), 0.50 | 0.26 (1), 0.61 | 0.58 (1), 0.45 | 0.77 (1), 0.38 | ||||
Surgery | 0.32 (1), 0.57 | 1.71 (1), 0.19 | 0.02 (1), 0.88 | 3.34 (1), 0.07 | ||||
Chemotherapy | 0.06 (1), 0.81 | 0.00 (1), 0.95 | 2.42 (1), 0.12 | 0.34 (1), 0.56 | ||||
Radiotherapy | 0.61 (1), 0.43 | 2.88 (1), 0.09 | 1.80 (1), 0.18 | 0.60 (1), 0.44 | ||||
Hormone therapy for breast cancer | 0.84 (1), 0.36 | 0.00 (1), 0.96 | 0.58 (1), 0.45 | 1.83 (1), 0.18 | ||||
Intervention-related moderators | ||||||||
Timing of intervention | 4.17 (1), 0.04* | 0.02 (1), 0.90 | 1.04 (1), 0.31 | 2.05 (1), 0.15 | ||||
During | 0.26 (0.17 to 0.36)* | |||||||
Following | 0.13 (0.06 to 0.21)* | |||||||
Delivery mode†– supervised versus unsupervised | 0.19 (0.05 to 0.34)*† | 0.30 (0.12 to 0.48)*† | 0.02 (-0.16 to 0.19)† | 0.23 (0.12 to 0.34)*† | ||||
Supervised | 0.23 (0.17 to 0.30)* | 0.30 (0.25 to 0.36)* | 0.34 (0.28 to 0.40)* | |||||
Unsupervised | 0.11 (−0.06 to 0.28) | 0.13 (−0.17 to 0.44) | 0.19 (0.07 to 0.32)* | |||||
Intervention duration (weeks) | 1.69 (2), 0.43 | 2.57 (2), 0.28 | 1.10 (2), 0.58 | 8.47 (2), 0.01*‡ | ||||
≤12 | 0.38 (0.30 to 0.46)* | |||||||
> to 12–24 | 0.27 (0.17 to 0.38)* | |||||||
> to 24 | 0.14 (−0.02 to 0.30) | |||||||
Exercise-related moderators for supervised exercise | ||||||||
Frequency | 17.11 (1), < to 0.01* | 0.01 (1), 0.92 | 0.05 (1), 0.83 | 0.29 (1), 0.59 | ||||
< to 3 times/week | 0.16 (0.11 to 0.22)* | |||||||
≥3 times/week | 0.49 (0.28 to 0.70)* | |||||||
Intensity†– Moderate–vigorous and vigorous versus low–moderate and moderate | 0.11 (−0.04 to 0.27)† | −0.12 (−0.34 to 0.09)† | −0.04 (−0.17 to 0.10)† | 0.04 (−0.09 to 0.17)† | ||||
Type† | ||||||||
AE+RE versus AE | 0.26 (0.07 to 0.44)* | 0.42 (0.25 to 0.59)* | – | −0.08 (−0.22 to 0.06) | ||||
RE versus AE | 0.54 (0.37 to 0.71)* | 0.29 (0.14 to 0.44)* | – | −0.31 (−0.49 to -0.13)* | ||||
RE+impact training versus AE | 0.27 (0.04 to 0.50)* | 0.28 (0.07 to 0.48)* | – | −0.21 (−0.48 to 0.06) | ||||
RE versus AE+RE | 0.28 (0.14 to 0.43)* | −0.13 (−0.26 to -0.01)* | – | −0.23 (−0.42 to -0.03)* | ||||
RE+impact training versus AE+RE | 0.02 (−0.16 to 0.19) | −0.14 (−0.30 to 0.02) | -0.00 (-0.16 to 0.16) | −0.13 (−0.37 to 0.12) | ||||
RE+impact training versus RE | −0.27 (−0.47 to -0.07)* | −0.01 (−0.18 to 0.16) | – | 0.10 (−0.20 to 0.40) | ||||
Time of exercise session (min) | 14.01 (2), 0.01* | 9.07 (2), 0.01* | 0.05 (1), 0.83 | 1.48 (2), 0.48 | ||||
≥ 30 | 0.49 (0.28 to 0.70)* | 0.31 (0.15 to 0.47)* | ||||||
> to 30–60 | 0.16 (0.09 to 0.23)* | 0.26 (0.19 to 0.34)* | ||||||
> to 60 | 0.42 (0.24 to 0.60)* | 0.51 (0.40 to 0.62)* | ||||||
Weekly exercise volume | 3.48 (1), 0.06 | 1.46 (1), 0.23 | 0.05 (1), 0.83 | 0.10 (1), 0.75 | ||||
Exercise-related moderators for unsupervised exercise | ||||||||
Frequency | 0.56 (1), 0.46 | – | – | 1.47 (1), 0.22 | ||||
Intensity†– moderate–vigorous and vigorous versus | – | – | – | 0.14 (−0.17 to 0.45)† | ||||
low-moderate and moderate | ||||||||
Type†– AE+RE versus AE | 0.12 (−0.23 to 0.47) | – | – | −0.16 (−0.39 to 0.06) | ||||
Time of exercise session (min) | 0.03 (1), 0.86 | – | – | 8.86 (1), < to 0.01* | ||||
≤ 30 | 0.28 (0.13 to 0.42)* | |||||||
> to 30–60 | − 0.14 (−0.39 to 0.11) | |||||||
Weekly exercise volume | – | – | – | 1.47 (1), 0.23 |
*Statistically significant.
†Interaction testing for a study-level moderator was not possible, and differences between subgroups were tested using dummy variables. Regression coefficients (β difference_in_effect) and 95% CIs are reported, which represent the between group difference in z-scores.
‡Log likelihood ratio not significant after correction for delivery mode (χ2=4.35, p=0.11).
AE, aerobic exercise; LBMS, lower body muscle strength; LBMF, lower body muscle function; RE, resistance exercise; UBMS, upper body muscle strength.