TABLE 2.
Assessment of bias related to study quality items and totals in the randomized controlled trials (RCTs)1
Source of potential bias (and notes) | No. of RCTs | Combined mean and SE of the residual difference from trend | Statistical significance of the mean residual difference from zero, based on the z test | SD of difference among studies | SE of treatment difference among studies | Among-studies variance | ||
k | Mean | SE | P > |z| |
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τ | I 2 | ||
% of the control glycemic response | % of the control glycemic response | % of the control glycemic response | ||||||
1. Randomization used for allocation | Yes | 37 | 0 | 1 | 0.97 | 9 | 6 | 0.70 |
No | — | — | — | — | — | — | — | |
2. Randomization method considered unbiased | Yes | 33 | 0 | 1 | 0.98 | 8 | 7 | 0.71 |
(all with no) | No | 4 | 5 | 7 | 0.57 | 13 | 10 | 0.56 |
(all with no except reference 28) | No | 3 | 1 | 6 | 0.85 | 10 | 7 | 0.49 |
3. Baseline data (blood glucose and insulin) available and similar across treatments | Yes | 37 | 0 | 1 | 0.97 | 9 | 6 | 0.70 |
No | 0 | — | — | — | — | — | — | |
4. Double blinding | Yes | 10 | 0 | 2 | 0.94 | 7 | 4 | 0.48 |
(otherwise single blinding allowing potential for investigator bias) | No | 27 | 1 | 2 | 0.97 | 9 | 7 | 0.71 |
5. Treatments indistinguishable (placebo satisfactory) | Yes | 37 | 0 | 1 | 0.98 | 9 | 6 | 0.70 |
No | 0 | — | — | — | — | — | — | |
6. Dropouts < 20% of participants | Yes | 35 | 0 | 1 | 0.84 | 9 | 7 | 0.70 |
No | 2 | −2 | 3 | 0.42 | 4 | — | — | |
7. Adequate explanation of dropouts (including mention of zero dropouts) | Yes | 37 | 0 | 1 | 0.98 | 9 | 6 | 0.71 |
No | 0 | — | — | — | — | — | — | |
8. Crossover study design was used (appropriate to acute responses) | Yes | 37 | 0 | 1 | 0.98 | 9 | 6 | 0.71 |
No | 0 | — | — | — | — | — | — | |
9. Report addresses potential adverse effects | Yes | 37 | 0 | 1 | 0.98 | 9 | 6 | 0.71 |
No | 0 | — | — | — | — | — | — | |
10. English language used in article or abstract | Yes | 35 | 0 | 2 | 0.90 | 10 | 8 | 0.74 |
No | 2 | 0 | 6 | 0.95 | 9 | — | — | |
11. Funding was independent of a for-profit organization | Yes | 0 | — | — | — | — | — | — |
No | 37 | 0 | 1 | 0.98 | 9 | 6 | 0.71 | |
12. Setting was independent of funding organization (place of study and participants) | Yes | 10 | 0 | 2 | 0.98 | 7 | 4 | 0.41 |
No | 27 | 0 | 2 | 0.87 | 9 | 7 | 0.75 | |
Potentially the highest quality of the 37 RCTs (11/12 possible yeses) | Yes | 4 | 1 | 3 | 0.86 | 6 | 0 | 0.00 |
No | 33 | 0 | 2 | 0.90 | 9 | 7 | 0.72 | |
Quality range | 10 or 11 | 10 | 0 | 2 | 0.86 | 8 | 5 | 0.53 |
(no. of yeses from a possible of 12) | 8 or 9 | 27 | 0 | 2 | 0.91 | 9 | 7 | 0.74 |
6 or 7 | 0 | — | — | — | — | — | — |
Both individual quality items and the sum of the specified quality items are provided, the former approach being preferred (55). k, number of studies contributing to the combined mean; P > |z|, level of statistical significance based on the z test; τ2, among-studies variance; I2, among-studies variance expressed as a fraction of the sum of τ2 and the within-studies combined SE2.