International Journal of Mathematical Education in Science and Technology · 2008 · 78 citations · 18 references
EducationEducational PsychologyInstructionCalculus EducationInstructional DesignMathematics InstructionAbility GroupingInstructional Program EvaluationSmall-group LearningStudent Achievement AnalysisBiasesBinary Logistic RegressionCourse Content AnalysisGroup SettingsLearning Outcome AnalysisLogistic RegressionSelection Bias Analysis
Supplemental Instruction (SI) incorporates collaborative learning in small, peer-led, group settings in order to integrate instruction in learning and reasoning skills with course content. Several meta-analyses speak to the efficacy of SI but fail to address selection bias due to ability/motivation and gender. In this study, SI was paired with a first year calculus for non-majors course. An ANCOVA indicated that: ability/motivation, as measured by prior grade point average, was a useful predictor of course letter grade; gender differences were statistically significant but trivial; and, SI participation was statistically and practically significant, a 1.8 letter grade improvement after correction for selection bias. For the pass/fail analysis, a sequential binary logistic regression indicated there was a sizable statistically significant improvement with SI participation after accounting for gender and ability/motivation selection biases. The odds of success were 2.7 times greater for the SI participants. No gender differences of any significance were found.
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The Language Instinct: How the Mind Creates Language
Nolan Miller, Gerda Oldham, Steven Pinker · The Antioch Review · 1994 · 2K citations
Robert Blanc, Larry E. DeBuhr, Deanna C. Martin · The Journal of Higher Education · 1983 · 281 citations