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Sosu, Edward M.; McWilliam, Angus; Gray, Donald S. – Journal of Mixed Methods Research, 2008
This article argues that a mixed methods approach is useful in understanding the complexity that underlies teachers' commitment to environmental education. Using sequential and concurrent procedures, the authors demonstrate how different methodological approaches highlighted different aspects of teacher commitment. The quantitative survey examined…
Descriptors: Environmental Education, Research Methodology, Qualitative Research, Interviews
Min, Kyung-Seok – Asia Pacific Education Review, 2007
Most researchers agree that psychological/educational tests are sensitive to multiple traits, implying the need for a multidimensional item response theory (MIRT). One limitation of applying a MIRT in practice is the difficulty in establishing equivalent scales of multiple traits. In this study, a new MIRT linking method was proposed and evaluated…
Descriptors: Item Response Theory, Multidimensional Scaling, Multitrait Multimethod Techniques, Concept Mapping

Marsh, Herbert W. – Applied Psychological Measurement, 1989
Three multitrait-multimethod studies are described, which indicated that ill-defined solutions were frequent, and alternative parameterizations tended only to mask this problem. Moreover, method factors sometimes represented trait variance as opposed to method variance. However, specification of method effects as correlated uniqueness proved more…
Descriptors: Construct Validity, Factor Analysis, Methods Research, Multitrait Multimethod Techniques