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Hedges, Larry V.; Hedberg, Eric C. – Grantee Submission, 2013
Background: Cluster randomized experiments that assign intact groups such as schools or school districts to treatment conditions are increasingly common in educational research. Such experiments are inherently multilevel designs whose sensitivity (statistical power and precision of estimates) depends on the variance decomposition across levels.…
Descriptors: Correlation, Multivariate Analysis, Educational Experiments, Academic Achievement
Hedges, Larry V.; Hedberg, E. C. – Evaluation Review, 2013
Background: Cluster-randomized experiments that assign intact groups such as schools or school districts to treatment conditions are increasingly common in educational research. Such experiments are inherently multilevel designs whose sensitivity (statistical power and precision of estimates) depends on the variance decomposition across levels.…
Descriptors: Correlation, Multivariate Analysis, Educational Experiments, Statistical Analysis
McNamara, Kelly A.; Selig, James P.; Hawley, Patricia H. – Early Child Development and Care, 2010
The present work addresses the associations between self-reported maternal parenting behaviours and aggression, personality and peer regard of children (n = 119) in early childhood (ages three-six years). A k-means cluster analysis derived types of mothers based on their relative use of autonomy support and restrictive control. Outcomes included…
Descriptors: Mothers, Child Rearing, Personality, Multivariate Analysis