Table 5.
Risk of Bias Moderator Analyses
Moderator | k | Effect size | Standard error | Qbetween |
p (Qbetween) |
---|---|---|---|---|---|
Allocation to treatment groups | 1.322 | .250 | |||
Randomization of individual subjects | 74 | 0.267 | 0.047 | ||
Subjects not individually randomized | 34 | 0.363 | 0.069 | ||
Allocation concealment | 0.080 | .777 | |||
Allocation concealed | 18 | 0.328 | 0.112 | ||
Did not report allocation concealed | 90 | 0.362 | 0.048 | ||
Data collector masking | 2.930 | .087 | |||
Data collectors masked to group assignment | 29 | 0.210 | 0.057 | ||
Did not report data collectors masked to group assignment | 79 | 0.340 | 0.500 | ||
Intention-to-treat approach | 0.061 | .805 | |||
Reported intention-to-treat approach | 23 | 0.277 | 0.098 | ||
Did not report intention-to-treat approach | 85 | 0.304 | 0.044 | ||
Publication status | 0.417 | .518 | |||
Published articles | 96 | 0.310 | 0.043 | ||
Dissertations, presentations, unpublished reports | 12 | 0.230 | 0.116 | ||
Adherence measured with medication event monitoring system | 2.925 | .087 | |||
Medication event monitoring system | 10 | 0.621 | 0.202 | ||
Did not use medication event monitoring system | 98 | 0.269 | 0.038 | ||
Adherence measured with pharmacy refill data | 0.001 | .974 | |||
Pharmacy refill data | 13 | 0.299 | 0.090 | ||
Did not use pharmacy refill data | 95 | 0.303 | 0.046 | ||
Adherence measured with pill counts | 0.001 | .979 | |||
Pill counts | 23 | 0.299 | 0.078 | ||
Did not use pill counts | 85 | 0.297 | 0.046 | ||
Adherence measured by self-report | 2.349 | .125 | |||
Self-report adherence data | 46 | 0.232 | 0.059 | ||
Did not use self-report data | 62 | 0.352 | 0.052 |
k denotes number of comparisons, effect size is standardized mean difference, Q is a conventional heterogeneity statistic.