Exceptional Children · 2020 · 54 citations · 78 references
EducationEducational PsychologyMathematics EducationExperimental DesignMathematics InstructionMeta-analysisEvidence-based InterventionsMathematical Learning DifficultiesMathematical Learning DisabilitiesMathematics InterventionModerator AnalysisTiered Intervention FrameworkAcademic Intervention DesignExperimental StudiesMathematics Learning DisabilitiesMixed-effects Meta-regressionRobust Analysis Of VarianceRobust EstimationTiered Mathematics InterventionVariance Estimation
This meta-analysis examined the effectiveness of supplemental Tier-2 mathematics interventions for students with mathematics difficulties (MD). We reviewed 39 experimental and quasi-experimental studies that included 40 independent samples, with 61 treatment groups. Utilizing robust variance estimation (RVE), results revealed a treatment effect of 0.41. Mixed-effects meta-regression analyses revealed that Tier-2 interventions were moderated by intervention model type, group size, and type of measure. We present recommendations for future research and implementation of mathematics practices.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Discovering statistics using R
Choice Reviews Online · 2012 · 2.6K citations