Cluster randomized trials: Considerations for design and analysis

H Chakraborty, G Lyons - Journal of Statistical Theory and Practice, 2015 - Springer
Scientists often use randomized controlled trials to compare a newly developed treatment to
the existing one, or to a placebo. Patients are randomly assigned to a treatment, and they …

The intra‐cluster correlation coefficient in cluster randomized trials: a review of definitions

SM Eldridge, OC Ukoumunne… - International Statistical …, 2009 - Wiley Online Library
The intra‐cluster correlation coefficient (ICC) of the primary outcome plays a key role in the
design and analysis of cluster randomized trials (CRTs), but the precise definition of this …

Intraclass correlation coefficient

MK Campbell, JM Grimshaw… - Wiley Encyclopedia of …, 2007 - Wiley Online Library
Increasingly researchers are recognizing that in many situations, using a cluster‐
randomized trial (in which groups of individuals are randomized rather than individuals …

Allowing for imprecision of the intracluster correlation coefficient in the design of cluster randomized trials

RM Turner, A Toby Prevost… - Statistics in medicine, 2004 - Wiley Online Library
The sample size required for a cluster randomized trial depends on the magnitude of the
intracluster correlation coefficient (ICC). The usual sample size calculation makes no …

Does it decay? Obtaining decaying correlation parameter values from previously analysed cluster randomised trials

J Kasza, R Bowden, Y Ouyang… - … Methods in Medical …, 2023 - journals.sagepub.com
A frequently applied assumption in the analysis of data from cluster randomised trials is that
the outcomes from all participants within a cluster are equally correlated. That is, the …

Intra‐cluster correlation selection for cluster randomized trials

PM Westgate - Statistics in medicine, 2016 - Wiley Online Library
In this paper, we give focus to cluster randomized trials, also known as group randomized
trials, which randomize clusters, or groups, of subjects to different trial arms, such as …

Association of intracluster correlation measures with outcome prevalence for binary outcomes in cluster randomised trials.

MY AM, A Caille, SM Eldridge… - Statistical Methods in …, 2021 - europepmc.org
In cluster randomised trials, a measure of intracluster correlation such as the intraclass
correlation coefficient (ICC) should be reported for each primary outcome. Providing …

Intracluster correlation coefficients in cluster randomized trials: empirical insights into how should they be reported

MK Campbell, JM Grimshaw, DR Elbourne - BMC Medical Research …, 2004 - Springer
Background Increasingly, researchers are recognizing that there are many situations where
the use of a cluster randomized trial may be more appropriate than an individually …

Measures of between‐cluster variability in cluster randomized trials with binary outcomes

A Thomson, R Hayes, S Cousens - Statistics in Medicine, 2009 - Wiley Online Library
Cluster randomized trials (CRTs) are increasingly used to evaluate the effectiveness of
health‐care interventions. A key feature of CRTs is that the observations on individuals …

Association of intracluster correlation measures with outcome prevalence for binary outcomes in cluster randomised trials

AM Mbekwe Yepnang, A Caille… - … Methods in Medical …, 2021 - journals.sagepub.com
In cluster randomised trials, a measure of intracluster correlation such as the intraclass
correlation coefficient (ICC) should be reported for each primary outcome. Providing …