Table 2.
Pooled post‐intervention and follow‐up effects of mindfulness‐based interventions on psychological and physical health outcomes and proposed mediators in cancer patients and survivors
Sample size | Heterogeneityb | Global effect sizes | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Post‐intervention | K | N | Q | df | P | I2 | Hedges's g c | 95% CI | P | Failsafe Nd | Criterione |
Psychological distressa | 29 | 3274 | 45.1 | 28 | .022 | 37.9 | 0.32 | 0.22‐0.41 | <.001 | 536 | 155 |
Adj. for publication bias f | (31) | 0.29 | 0.19‐0.40 | ‐ | |||||||
Anxiety | 13 | 1396 | 18.4 | 12 | .104 | 34.8 | 0.36 | 0.22‐0.51 | <.001 | 138 | 75 |
Adj. for publication bias f | (15) | 0.33 | 0.15‐0.50 | ‐ | |||||||
Depression | 13 | 1406 | 34.7 | 12 | .001 | 65.4 | 0.38 | 0.18‐0.58 | <.001 | 126 | 75 |
PTSD symptoms | 6 | 482 | 4.4 | 5 | .488 | 0.0 | 0.09 | −0.08‐0.27 | .299 | ‐ | ‐ |
Fear of cancer recurrence | 4 | 838 | 3.7 | 3 | .291 | 19.8 | 0.29 | 0.12‐0.45 | .001 | 13 | 30 |
Pain | 4 | 587 | 5.7 | 3 | .125 | 47.7 | 0.18 | −0.07‐0.43 | .152 | ‐ | ‐ |
Sleep disturbance | 8 | 1021 | 28.0 | 7 | <.001 | 75.0 | 0.22 | −0.07‐0.50 | .137 | ‐ | ‐ |
Fatigue | 6 | 626 | 11.9 | 5 | <.036 | 58.1 | 0.51 | 0.22‐0.79 | .001 | 43 | 40 |
Quality of life | 9 | 987 | 34.2 | 8 | <.001 | 76.6 | 0.26 | −0.02‐0.55 | .066 | ‐ | ‐ |
Mindfulness skills | 17 | 2138 | 28.9 | 16 | .025 | 44.5 | 0.23 | 0.11‐0.36 | <.001 | 93 | 95 |
Self‐compassion | 6 | 335 | 2.4 | 5 | .796 | 0.0 | 0.42 | 0.21‐0.64 | <.001 | 20 | 40 |
Rumination | 3 | 361 | 2.7 | 2 | .258 | 26.3 | 0.43 | 0.14‐0.72 | .003 | 7 | 25 |
Follow‐up | |||||||||||
Psychological distressa | 18 | 2207 | 28.6 | 17 | .038 | 40.6 | 0.19 | 0.07‐0.30 | 002 | 76 | 100 |
Anxiety | 8 | 1048 | 15.7 | 7 | .028 | 55.3 | 0.36 | 0.15‐0.56 | .001 | 51 | 50 |
Depression | 8 | 1058 | 13.9 | 7 | .053 | 49.7 | 0.20 | 0.01‐0.40 | .040 | 14 | 50 |
PTSD symptoms | 6 | 482 | 5.2 | 5 | .386 | 4.7 | 0.17 | −0.02‐0.35 | .072 | ‐ | ‐ |
Pain | 4 | 587 | 1.4 | 3 | .698 | 0.0 | 0.20 | 0.04‐0.36 | .016 | 1 | 30 |
Sleep disturbance | 8 | 1021 | 17.8 | 7 | .013 | 60.7 | 0.23 | 0.00‐0.45 | .047 | 15 | 50 |
Fatigue | 6 | 645 | 25.8 | 5 | .001 | 80.6 | 0.40 | −0.01‐0.80 | .057 | ‐ | ‐ |
Quality of life | 5 | 615 | 7.9 | 4 | .096 | 49.2 | 0.09 | −0.15‐0.32 | .477 | ‐ | ‐ |
Mindfulness skills | 11 | 1450 | 11.7 | 10 | .309 | 14.2 | 0.20 | 0.08‐0.32 | .001 | 31 | 65 |
Self‐compassion | 5 | 332 | 1.9 | 4 | .758 | 0.0 | 0.32 | 0.10‐0.54 | .005 | 7 | 35 |
Abbreviation: PTSD, post‐traumatic stress disorder.
Bold values indicate statistical significance.
Primary outcome variable—psychological distress, anxiety, and depression.
Q‐statistic: P values < .1 taken to suggest heterogeneity. I2 statistic: 0% (no heterogeneity), 25% (low heterogeneity), 50% (moderate heterogeneity), and 75% (high heterogeneity).
ES = Hedges's g. A positive value indicates an effect size in the hypothesized direction. All ESs were combined using a random effects model. Conventions: small (0.2); medium (0.5); and large (0.8).29
Failsafe N = number of non‐significant studies that would bring the P value to non‐significant (P > .05).
A Failsafe N exceeding the criterion (5x+10) indicates a robust result.34
If analyses indicated possible publication bias, missing studies were imputed and an adjusted ESR calculated (italics).33 K indicates number of published studies + number of imputed studies.
[Correction added on 28 October 2019, after first online publication: In Table 2, under follow‐up, in the psychological distress row, the P is missing a point before the number and it has been corrected from ‘038’ to ‘.038’ and the I2 in the same row has been corrected from ‘40.’ to ‘40.6’. The alignment of columns has also been fixed in this current version.]