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Effect Size in Education Research×Effect Size×
CampoEducationStatistica per la ricerca
FamigliaProcess / pipelineProcess / pipeline
Anno di origine19881988
IdeatoreStatistical methodology (Cohen; Glass; Hedges & Olkin) applied in educationJacob Cohen
TipoStandardized index of the magnitude of an effect or differenceConcept
Fonte seminaleCohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Lawrence Erlbaum Associates. ISBN: 9780805802832Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Lawrence Erlbaum Associates. ISBN: 0-8058-0283-5
AliasEducational Effect Size, Standardized Mean Difference in Education, Hedges' g in Education, Effect Size ReportingES, Cohen's d, standardized effect, practical significance
Correlati24
SintesiAn effect size is a standardized, scale-free measure of the magnitude of a difference or relationship — how big an effect is, not just whether it is statistically significant. In education research it is the common currency for reporting intervention impacts and for combining studies in meta-analysis, with the standardized mean difference (Cohen's d, or its bias-corrected form Hedges' g) the most familiar. Effect sizes let researchers compare effects across studies, outcomes, and scales, and translate statistical results into terms practitioners can weigh.Effect size quantifies the magnitude of a research finding independent of sample size. While a p-value tells you whether a result is statistically significant, an effect size tells you how big the result is. Jacob Cohen formalized effect size measurement in behavioral sciences (1988), establishing standard benchmarks (small = 0.2, medium = 0.5, large = 0.8 for Cohen's d). Effect sizes are essential for meta-analysis, power analysis, and communicating the practical importance of research findings.
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