Af. Dechamplain et Kl. Tang, CHIDIM - A FORTRAN PROGRAM FOR ASSESSING THE DIMENSIONALITY OF BINARYITEM RESPONSES BASED ON MCDONALDS NONLINEAR FACTOR-ANALYTIC MODEL, Educational and psychological measurement, 57(1), 1997, pp. 174-178
Citations number
15
Categorie Soggetti
Psychology, Educational","Psychologym Experimental","Mathematical, Methods, Social Sciences","Mathematics, Miscellaneous
The assumption of unidimensionality is central to most item response t
heory (IRT) models. procedures based on McDonald's nonlinear factor an
alytic model and accompanying principle of weak local independence hav
e proven to be useful with respect to identifying the number of dimens
ions underlying a set of binary item responses. In particular, an appr
oximate chi-square statistic, which tests the null hypothesis that the
off-diagonal elements of a residual correlation matrix are equal to z
ero after fitting an m-factor model to a set of item responses, was sh
own to be accurate in identifying the true number of dimensions underl
ying various simulated test structures. This article briefly describes
CHIDIM, a FORTRAN computer program that calculates the approximate ch
i-square statistic. The use of the program and the interpretation of t
he results are illustrated through a simulated data set.