The Journal of Experimental Education · 2007 · 37 citations · 29 references
EducationEducational AssessmentMathematics EducationDifferential Item FunctioningItem Response TheoryPsychometricsAbility EstimationAbility GroupingFractions UnderstandingItem Characteristic CurvesLatent Trait ModelingMultidimensional Item Response TheoryFraction ConceptsFraction SenseFractions TeachingItem Response DimensionalityUnit Fraction Concept
Abstract Understanding students' conceptual deficiencies of fractions is an essential step toward effective teaching. The authors proposed a novel 2-component multidimensional item response theory (MIRT) model to analyze students' conceptual deficiencies of fractions in a group-wise fashion. They identified 5 latent classes for the 5th and 6th graders in Taiwan on the basis of latent class analysis with 2,612 students involved. With the 2-component MIRT model, the authors estimated students' latent abilities in 3 primary concepts of fractions: equal sharing, units, and equivalent fractions. Students' latent abilities in the fraction concepts characterized each latent class. The authors found the units concept to be a common conceptual deficiency of all students, revealing an important flaw in current teachings of fraction concepts in Taiwan. Keywords: equal sharing conceptequivalent fractions conceptfractionslatent class analysismultidimensional item response theoryunits concept
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Testing the number of components in a normal mixture
Yungtai Lo · Biometrika · 2001 · 4.5K citations
Item Response Theory: Parameter Estimation Techniques.
Frank B. Baker · Biometrics · 1994 · 405 citations
Education, Educational Assessment, Educational Measurement +14