PASSReviewer 1· 85% conf
Statistical analyses are adequately described and appropriate for the study design; tests are named, effect estimates with 95% CIs are reported, software is identified, and data presentation follows clinical trial conventions.
Evidence
direct quote[Methods, Statistical analysis]
“We used linear mixed models to estimate differences in primary and secondary continuous outcomes between groups, with time and the interaction between time and group as fixed effects variables, and subject (participant ID) as random effect.”direct quote[Methods, Statistical analysis]
“We checked the normality of residuals by visually inspecting QQ plots. For variables that were not normally distributed, bias corrected and accelerated bootstrap confidence intervals based on 3000 bootstrap samples were calculated.”direct quote[Results, Primary outcome]
“There was no statistically significant difference between the intervention and control groups in two hour plasma glucose concentrations during a 75 g oral glucose tolerance test (mean difference 0.48 mmol/L, 95% confidence interval −0.05 to 1.01, P=0.08) at gestational week 28.”PASSReviewer 2· 90% conf
Statistical tests are named, assumptions checked, exact p-values and CIs reported, software identified, and data presentation is adequate; no arithmetic errors detected.
Evidence
direct quote[Methods, Statistical analysis]
“We used linear mixed models... We checked the normality of residuals by visually inspecting QQ plots.”direct quote[Table 2]
“Two hour plasma glucose during OGTT... 0.48 (−0.05 to 1.01) 0.08”direct quote[Methods, Statistical analysis]
“Statistical analyses were performed using IBM SPSS Statistics 29.0 and STATA MP version 18.”WARNReviewer 3· 90% conf
Statistical tests are named, software is identified, data presentation is adequate with error bars defined and individual points shown for PAI data, but exact p-values are reported for primary outcome but some secondary outcomes report only threshold values ('P=0.57' is exact; 'P<0.05' is not used), assumptions are checked (QQ plots, bootstrap for non-normal), effect sizes with CIs are reported, and mathematical plausibility is acceptable (no obvious errors).
Evidence
direct quote[Methods, Statistical analysis]
“We used linear mixed models to estimate differences in primary and secondary continuous outcomes between groups... We checked the normality of residuals by visually inspecting QQ plots. For variables that were not normally distributed, bias corrected and accelerated bootstrap confidence intervals based on 3000 bootstrap samples were calculated. Additionally, we used Fisher’s exact test to compare GDM prevalence at gestational week 12 and χ² test at gestational week 28, and Student’s t test to compare time to pregnancy between groups.”direct quote[Table 2]
“Difference (intervention−control) Estimated effect (95%CI) P value ... 0.48 (−0.05 to 1.01) 0.08”direct quote[Figure 4 caption]
“Bars show mean PAI points per week, error bars show standard deviation, and symbols show individual data.”