Are interventions in reproductive medicine assessed for plausible and clinically relevant effects? A systematic review of power and precision in trials and meta analyses
Abstract STUDY QUESTION How much statistical power do randomised controlled trials (RCTs) and meta analyses have to investigate the effectiveness of interventions in reproductive medicine? SUMMARY ANSWER The largest trials in reproductive medicine are unlikely to detect plausible improvements in live birth rate (LBR) and meta analyses do not make up for this shortcoming. WHAT IS KNOWN ALREADY Effectiveness of interventions is best evaluated using RCTs. In order to be informative, these trials should be designed to have sufficient power to detect the smallest clinically relevant effect. Similar trials can subsequently be pooled in meta analyses to more precisely estimate treatment effects. STUDY DESIGN, SIZE, DURATION A review of power and precision in 199 RCTs and meta analyses from 107 Cochrane Reviews was conducted. PARTICIPANTS/MATERIALS, SETTING, METHODS Systematic reviews published by Cochrane Gynaecology and Fertility with the primary outcome live birth were identified. For each live birth (or ongoing pregnancy) meta analysis and for the largest RCT in each, we calculated the power to detect absolute improvements in LBR of varying sizes. Additionally, the 95% CIs of estimated treatment effects from each meta analysis and RCT were recorded, as these indicate the precision of the result. MAIN RESULTS AND THE ROLE OF CHANCE Median (interquartile range) power to detect an improvement in LBR of 5 percentage points (pp) (e.g. 25 30% was 13% (8 21% for RCTs and 16% (9 33% for meta analyses. No RCTs and only 2% of meta analyses achieved 80% power to detect an improvement of 5 pp. Median power was high (85% for trials and 93% for meta analyses) only in relation to 20 pp absolute LBR improvement, although substantial numbers of trials and meta analyses did not achieve 80% power even for this improbably large effect size. Median width of 95% CIs was 25 pp and 21 pp for RCTs and meta analyses, respectively. We found that 28% of Cochrane Reviews with LBR as the primary outcome contain no live birth (or ongoing pregnancy) data. LARGE SCALE DATA The data used in this study may be accessed at https:/osf.io/852tn/?view_only=90f1579ce72747ccbe572992573197bd. LIMITATIONS, REASONS FOR CAUTION The design and analysis decisions used in this study are predicted to overestimate the power of trials and meta analyses, and the size of the problem is therefore likely understated. For some interventions, it is possible that larger trials not reporting live birth or ongoing pregnancy have been conducted, which were not included in our sample. In relation to meta analyses, we calculated power as though all participants were included in a single trial. This ignores heterogeneity between trials in a meta analysis, and will cause us to overestimate power. WIDER IMPLICATIONS OF THE FINDINGS Trials capable of detecting realistic improvements in LBR are lacking in reproductive medicine, and meta analyses are not large enough to overcome this deficiency. This situation will lead to unwarranted pessimism as well as unjustified enthusiasm regarding reproductive interventions, neither of which are consistent with the practice of evidence based medicine or the idea of informed patient choice. However, RCTs and meta analyses remain vital to establish the effectiveness of fertility interventions. We discuss strategies to improve the evidence base and call for collaborative studies focusing on the most important research questions. STUDY FUNDING/COMPETING INTEREST(S) There was no specific funding for this study. KS and SL declare no conflict of interest. AV consults for the Human Fertilisation and Embryology Authority (HFEA) all fees are paid directly to AV's employer. JW declares that publishing research benefits his career. SR is a Statistical Editor for Human Reproduction. JW and AV are Statistical Editors for Cochrane Gynaecology and Fertility. DRB is funded by the NHS as Scientific Director of a clinical IVF service. PROSPERO REGISTRATION NUMBER None.
Human reproduction