An Overview of Software for Conducting Dimensionality Assessment in Multidimensional Models

Dubravka Svetina, Roy Levy

Research output: Contribution to journalArticle

4 Scopus citations

Abstract

An overview of popular software packages for conducting dimensionality assessment in multidimensional models is presented. Specifically, five popular software packages are described in terms of their capabilities to conduct dimensionality assessment with respect to the nature of analysis (exploratory or confirmatory), types of data (dichotomous, ordered polytomous, continuous, missingness), technical details, and statistics used for dimensionality assessment. Following descriptions of existing software packages, several promising potentially broadly applicable approaches are described that have been proposed but are not yet implemented in widely available software.

Original languageEnglish (US)
Pages (from-to)659-669
Number of pages11
JournalApplied Psychological Measurement
Volume36
Issue number8
DOIs
StatePublished - Nov 1 2012

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Keywords

  • current and emerging approaches
  • dimensionality assessment
  • multidimensional models

ASJC Scopus subject areas

  • Social Sciences (miscellaneous)
  • Psychology (miscellaneous)

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