Issues in the selection of a summary statistic for meta‐analysis of clinical trials with binary outcomes
National Institute for Health and Care Research · Ludwig Cancer Research
Abstract
Meta-analysis of binary data involves the computation of a weighted average of summary statistics calculated for each trial. The selection of the appropriate summary statistic is a subject of debate due to conflicts in the relative importance of mathematical properties and the ability to intuitively interpret results. This paper explores the process of identifying a summary statistic most likely to be consistent across trials when there is variation in control group event rates. Four summary statistics are considered: odds ratios (OR); risk differences (RD) and risk ratios of beneficial (RR(B)); and harmful outcomes (RR(H)). Each summary statistic corresponds to a different pattern of predicted absolute…
Citation impact
- FWCI
- 22.49
- Percentile
- 100%
- References
- 45
Authors
1Topics & keywords
- Statistic
- Statistics
- Meta-analysis
- Sample size determination
- Relative risk
- Econometrics
- Summary statistics
- Test statistic