Selection of Unidimensional Scales From a Multidimensional Item Bank in the Polytomous Mokken I RT Model
Year: 1995
Type: article
Abstract: An automated item selection procedure for selecting unidimensional scales of polytomous items from multi dimensional datasets is developed for use in the context of the Mokken item response theory model of monotone homogeneity (Mokken & Lewis, 1982). The selection procedure is directly based on the selection procedure proposed by Mokken (1971, p. 187) and relies heavily on the scalability coefficient H (Loevinger, 1948; Molenaar, 1991). New theoretical results relating the latent model structure to H are provided. The item selec tion procedure requires selection of a lower bound for H. A simulation study determined ranges of H for which the unidimensional item sets were retrieved from multidimensional datasets. If multidimensionality is suspected in an empirical dataset, well-chosen lower bound values can be used effectively to detect the unidi mensional scales.
Authors: Bas T. Hemker, Klaas Sijtsma, Ivo W. Molenaar
Institutions: Utrecht University, University of Groningen
Language: English
Field: Decision Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W2012566583