Intraclass Correlation Coefficient Cheat Sheet - Duke University
Intraclass Correlation Coefficient Cheat Sheet
PURPOSE
This document provides an introductory description of the intraclass correlation coefficient (ICC), a descriptive statistic that is important for the design and analysis of cluster-randomized trials. In a cluster randomized trial, instead of being randomized by individual participant, the unit of randomization is a cluster, such as a group of participants being seen at a hospital, clinic, or primary-care practice, although the outcomes may still be measured at an individual level.
DEFINITION
The intraclass correlation coefficient (ICC) is a descriptive statistic that describes the extent to which outcomes 1) within each cluster are likely to be similar or 2) between different clusters are likely to be different from each other, relative to outcomes from other clusters. The ICC is an important tool for cluster-randomized pragmatic trials because this value helps determine the sample size needed to detect a treatment effect. Although it ranges from 0 to 1 theoretically, the ICC for most pragmatic cluster-randomized trials is typically ................
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