Person:
Embretson,
Susan E.
Publication Search Results
Construct Validity and Cognitive Diagnostic Assessment
Multicomponent Latent Trait Models for Complex Tasks
Person:
Embretson,
Susan E.
1 - 2 of 2
Item
Cognitive diagnostic assessment (CDA) is increasingly a major focus in psychological and educational measurement. Instead of inferring a general response tendency or behavior consistency of an examinee over
a target domain of measurement, diagnostic assessment results provide a detailed account of the underlying cognitive basis of the examinee's performance by mining the richer information that is afforded by
specific response patterns.
Item
Contemporary views on cognitive theory (e.g., Sternberg and Perez, 2005) regard typical measurement tasks, such as ability and achievement test items, multidimensional, rather than unidimensional. Assessing the
levels and the sources of multidimensionality in an item domain is important for item selection as well as for
item revision and development. In this paper, multicomponent latent trait models (MLTM) and traditional multidimensional item response theory models are described mathematically and compared for the nature of
the dimensions that can be estimated. Then, sonic applications are presented to provide examples of MLTM. Last, practical estimation procedures are described, along with syntax, for the estimation of MLTM and a related model.