Taking the Analysis of Trial-Based Economic Evaluations to the Next Level: The Importance of Accounting for Clustering.

Although OLS produced similar cost-effectiveness outcomes, it substantially underestimated the amount of variation in the data compared with MLM. To prevent suboptimal conclusions and a possible waste of scarce resources, it is important to use MLM in trial-based economic evaluations when data are clustered.