Background
Methods
Data sources and searches
Study selection
Data collection process and data items
Risk of bias in individual studies
Summary measures
Proportional contextual effect (PCE)
Placebo effect in Cochrane review
Data synthesis and analysis
Results
Search results
Included studies
Characteristic | Trials (k = 186) |
---|---|
Number of patients | 16,655 |
Proportion of women (SD) | 58.6 (28.6) |
Mean age, years (SD) | 39.9 (17.1) |
Condition | |
Abortion, n (%) | 3 (1.6) |
Anxiety, n (%) | 3 (1.6) |
Asthma, n (%) | 3 (1.6) |
Cancer, n (%) | 5 (2.9) |
Dementia, n (%) | 3 (1.6) |
Depression, n (%) | 9 (4.8) |
Fibromyalgia, n (%) | 3 (1.6) |
Headache, n (%) | 8 (4.3) |
Hypertension, n (%) | 7 (3.8) |
Insomnia, n (%) | 5 (2.9) |
Low back pain, n (%) | 3 (1.6) |
Obesity, n (%) | 8 (4.3) |
Osteoarthritis, n (%) | 5 (2.9) |
Phobia, n (%) | 3 (1.6) |
Schizophrenia, n (%) | 3 (1.6) |
Smoking, n (%) | 9 (4.8) |
Surgery/procedure, n (%) | 45 (24.2) |
Othera, n (%) | 61 (32.8) |
No. center | |
Single, n (%) | 97 (52.1) |
Unclear, n (%) | 56 (30.1) |
Multi, n (%) | 33 (17.7) |
Type of intervention | |
Psychological, n (%) | 62 (33.3) |
Pharmacological, n (%) | 56 (30.1) |
Physical, n (%) | 68 (36.6) |
Study duration | |
< 4 weeks, n (%) | 83 (44.6) |
4 to 8 weeks, n (%) | 44 (23.7) |
8 to 12 weeks, n (%) | 27 (14.5) |
> 12 weeks, n (%) | 32 (17.2) |
Outcome domain | |
Anxiety, n (%) | 9 (4.8) |
Depression, n (%) | 10 (5.4) |
Diastolic blood pressure, n (%) | 7 (3.8) |
Medication use, n (%) | 9 (4.8) |
Nausea, n (%) | 9 (4.8) |
Pain, n (%) | 53 (28.5) |
Sleep disturbance, n (%) | 6 (3.2) |
Smoking cessation, n (%) | 9 (4.8) |
Weight, n (%) | 8 (4.3) |
Otherb, n (%) | 66 (35.5) |
High risk, n (%) | 170 (91.4) |
Risk of bias within studies
Proportional contextual effect
Study characteristic | Trials (k) | Patients (n) | PCE (95% CI) | τ2 | I2 | P |
---|---|---|---|---|---|---|
Overall (REML) | 186 | 16,655 | 0.54 (0.46 to 0.64) | 1.027 | 93.6 | |
Overall (REML, sensitivity analysis) | 168 | 15,765 | 0.72 (0.67 to 0.79) | 0.208 | 85.7 | |
Overall (D-L random) | 186 | 16,655 | 0.59 (0.54 to 0.65) | 0.253 | ||
Overall (Fixed) | 186 | 16,655 | 0.82 (0.80 to 0.83) | 0.253 | ||
Allocation concealment | 1.005 | 93.6 | 0.024 | |||
Clearly concealed | 28 | 4322 | 0.82 (0.55 to 1.21) | |||
Not clearly concealed | 158 | 12,333 | 0.50 (0.41 to 0.59) | |||
Blinding of patients and providers | 1.034 | 93.6 | 0.451 | |||
Clearly a double-blind design | 59 | 6477 | 0.62 (0.46 to 0.84) | |||
Clearly not a double-blind design | 97 | 8275 | 0.49 (0.39 to 0.62) | |||
Unclear | 30 | 1903 | 0.55 (0.37 to 0.82) | |||
Blinding of outcome assessor | 0.967 | 93.5 | 0.002 | |||
Clearly stated that outcome assessor was blinded | 81 | 7614 | 0.72 (0.56 to 0.91) | |||
Not stated that outcome assessor was blinded | 105 | 9041 | 0.43 (0.34 to 0.54) | |||
Low risk of bias | 1.016 | 93.6 | 0.084 | |||
Clearly concealed allocation, dropout rate ≤15%, sample size > 49 | 16 | 3360 | 0.83 (0.50 to 1.40) | |||
Criteria not fulfilled | 170 | 13,295 | 0.51 (0.43 to 0.61) | |||
Information to participants | 1.029 | 93.6 | 0.477 | |||
Not informed that trial involved placebo | 22 | 2150 | 0.64 (0.39 to 1.03) | |||
Informed that trial involved placebo or not stated | 164 | 14,505 | 0.53 (0.44 to 0.63) | |||
Time of outcome measurement | 1.029 | 93.6 | 0.578 | |||
< 4 weeks | 83 | 6422 | 0.60 (0.47 to 0.76) | |||
4–8 weeks | 44 | 2614 | 0.55 (0.38 to 0.78) | |||
> 8–12 weeks | 27 | 2597 | 0.42 (0.27 to 0.65) | |||
> 12 weeks | 32 | 5022 | 0.50 (0.34 to 0.75) | |||
Type of intervention | 1.005 | 93.4 | 0.026 | |||
Pharmacological | 56 | 6523 | 0.61 (0.45 to 0.82) | |||
Physical | 68 | 6649 | 0.64 (0.50 to 0.83) | |||
Psychological | 62 | 3483 | 0.38 (0.28 to 0.52) | |||
Type of outcome | 1.029 | 93.7 | 0.523 | |||
Patient-reported outcomes that are observable | 42 | 3605 | 0.59 (0.41 to 0.84) | |||
Patient-reported outcomes that are non-observable | 88 | 7987 | 0.57 (0.45 to 0.72) | |||
Observer-reported outcomes dependent on patient cooperation | 25 | 1143 | 0.53 (0.34 to 0.83) | |||
Observer-reported outcomes that were not dependent on patient cooperation | 22 | 1314 | 0.42 (0.24 to 0.74) | |||
Laboratory outcomes | 9 | 2606 | 0.31 (0.14 to 0.68) | |||
Settings | 1.041 | 93.6 | 0.890 | |||
Single center | 97 | 5268 | 0.54 (0.42 to 0.68) | |||
Multicenter | 33 | 7394 | 0.51 (0.35 to 0.73) | |||
Unclear | 56 | 3993 | 0.57 (0.42 to 0.78) | |||
Patient´s condition | 0.996 | 93.4 | 0.028 | |||
Chronic condition | 119 | 9771 | 0.47 (0.38 to 0.58) | |||
Non-chronic condition | 67 | 6884 | 0.68 (0.52 to 0.88) | |||
Type of outcome | 1.015 | 93.6 | 0.083 | |||
Binary outcome | 39 | 5654 | 0.71 (0.50 to 1.01) | |||
Continuous outcome | 147 | 11,001 | 0.50 (0.42 to 0.60) | |||
Sample sizea | 1.028 | 93.6 | 0.199 | |||
≤ 70 participants | 93 | 2893 | 0.48 (0.37 to 0.61) | |||
≥ 71 participants | 93 | 13,762 | 0.60 (0.48 to 0.74) | |||
Publication year | 1.02 | 93.5 | 0.116 | |||
Published before 2000 | 120 | 8961 | 0.49 (0.39 to 0.60) | |||
Published in 2000 or later | 66 | 7694 | 0.64 (0.49 to 0.83) | |||
Meta-regression of continuous variables | Trials (k) | Patients (n) | Slope (95% CI) | τ2 | I2 | P |
Publication year | 186 | 16,655 | 1.00 (0.98 to 1.02) | 1.035 | 93.58 | 0.989 |
Sample size | 186 | 16,655 | 1.00 (1.00 to 1.00) | 1.026 | 93.54 | 0.162 |
Mean age | 175 | 15,538 | 0.99 (0.98 to 0.99) | 1.048 | 93.86 | 0.004 |
Percentage of females | 163 | 15,259 | 1.01 (1.00 to 1.01) | 0.8824 | 92.54 | 0.044 |
Placebo effect (SMD) | 186 | 16,655 | 1.55 (1.07 to 2.24) | 1.005 | 93.51 | 0.027 |