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Rrita Zejnullahi – Society for Research on Educational Effectiveness, 2021
Background: Meta-analysis is considered to be the gold standard for evidence synthesis. It involves combining data from multiple independent sources to produce a summary estimate with improved precision. Traditionally, meta-analysis methods have been applied to a large collection of studies, and past research efforts have indicated its numerous…
Descriptors: Meta Analysis, Randomized Controlled Trials, Sample Size, Best Practices
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Hansford, Nathaniel; Schechter, Rachel L. – International Journal of Modern Education Studies, 2023
Meta-analyses are systematic summaries of research that use quantitative methods to find the mean effect size (standardized mean difference) for interventions. Critics of meta-analysis point out that such analyses can conflate the results of low- and high-quality studies, make improper comparisons and result in statistical noise. All these…
Descriptors: Meta Analysis, Best Practices, Randomized Controlled Trials, Criticism
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Avery H. Closser; Adam Sales; Anthony F. Botelho – Grantee Submission, 2024
Emergent technologies present platforms for educational researchers to conduct randomized controlled trials (RCTs) and collect rich data on study students' performance, behavior, learning processes, and outcomes in authentic learning environments. As educational research increasingly uses methods and data collection from such platforms, it is…
Descriptors: Data Analysis, Educational Research, Randomized Controlled Trials, Sampling
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Avery H. Closser; Adam Sales; Anthony F. Botelho – Educational Technology Research and Development, 2024
Emergent technologies present platforms for educational researchers to conduct randomized controlled trials (RCTs) and collect rich data to study students' performance, behavior, learning processes, and outcomes in authentic learning environments. As educational research increasingly uses methods and data collection from such platforms, it is…
Descriptors: Data Analysis, Educational Research, Randomized Controlled Trials, Sampling
Andy J. Frey; Jason W. Small; Hill M. Walker; Brandon Mitchell; John R. Seeley; Edward G. Feil; Jon Lee; Steven R. Forness – Remedial and Special Education, 2023
Early intervention efforts have been effective in reducing disruptive behaviors and the probability of poor developmental outcomes. Early interventions include common practice elements to improve social functioning and decrease problem behaviors that disrupt the teaching-learning process. The First Step Next intervention has been well validated…
Descriptors: Replication (Evaluation), Randomized Controlled Trials, Early Intervention, Behavior Disorders