articleEducational Evaluation and Policy AnalysisMar 1, 2007Closed access

Intraclass Correlation Values for Planning Group-Randomized Trials in Education

Northwestern University · University of Chicago

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Abstract

Experiments that assign intact groups to treatment conditions are increasingly common in social research. In educational research, the groups assigned are often schools. The design of group-randomized experiments requires knowledge of the intraclass correlation structure to compute statistical power and sample sizes required to achieve adequate power. This article provides a compilation of intraclass correlation values of academic achievement and related covariate effects that could be used for planning group-randomized experiments in education. It also provides variance component information that is useful in planning experiments involving covariates. The use of these values to compute the statistical power…

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Topics & keywords

Keywords
  • Intraclass correlation
  • Randomized controlled trial
  • Covariate
  • Randomized experiment
  • Statistical power
  • Psychology
  • Correlation
  • Variance (accounting)
UN Sustainable Development Goals
  • Quality Education
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