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knowledge_assessment:q-matrix [2012/07/05 13:34] jpetrovic |
knowledge_assessment:q-matrix [2012/07/05 13:56] jpetrovic |
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When forming a correlation matrix, we lose individual student data in favor of calculating average relationships between questions. The q-matrix method is optimized to assign each student the most appropriate knowledge state, using all available response data for each student. | When forming a correlation matrix, we lose individual student data in favor of calculating average relationships between questions. The q-matrix method is optimized to assign each student the most appropriate knowledge state, using all available response data for each student. | ||
+ | As Sellers found in her research, the results obtained through | ||
+ | q-matrix analysis seem to describe relationships among variables in interpretable ways. | ||
+ | Factor analysis and principal components analysis, on the other hand, do not readily offer | ||
+ | interpretable results. |