Modeling missing binary outcome data while preserving transitivity assumption yielded more credible network meta-analysis results

Application of arm-specific scenarios for binary MOD requires modification in complex networks to ensure valid transitivity assumption. Analysts should model, rather than exclude or impute MOD, to provide bias-adjusted results.