Language Learning · 2011 · 372 citations · 187 references
Language StudiesInstructionSecond Language StudiesLanguage EducationSecond Language EducationSecond Language TeachingLanguage InterventionLanguage LearningLearner StrategiesSecond Language AcquisitionForeign Language InstructionSecond Language Pedagogy
Research on the effects of second language strategy instruction (SI) has been extensive yet inconclusive. This meta‐analysis, therefore, aims to provide a reliable, quantitative measure of the effect of SI as well as a description of the relationship between SI and the variables that moderate its effectiveness (i.e., different learning contexts, treatments, and outcome variables). A comprehensive search was conducted to collect the population of SI studies. Effect sizes were calculated for 61 primary studies, contributing a total of 95 unique samples, all of which were coded for potential moderators. The findings indicate a small to medium overall effect of SI ( d = 0.49). Variables found to moderate its effectiveness include type and number of strategies, learning context (second vs. foreign language), and length of intervention. Following a contextualized interpretation of the results, the article concludes with a discussion of theoretical, practical, and methodological implications.
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Statistical Power Analysis for the Behavioral Sciences
Keith E. Muller, Jacob Cohen · Technometrics · 1989 · 83.9K citations
The file drawer problem and tolerance for null results.
Robert Rosenthal · Psychological Bulletin · 1979 · 8.6K citations