Literature DB >> 32616955

Improving Measurement Precision in Experimental Psychopathology Using Item Response Theory.

Leah M Feuerstahler1, Niels Waller2, Angus MacDonald2.   

Abstract

Although item response models have grown in popularity in many areas of educational and psychological assessment, there are relatively few applications of these models in experimental psychopathology. In this article, we explore the use of item response models in the context of a computerized cognitive task designed to assess visual working memory capacity in people with psychosis as well as healthy adults. We begin our discussion by describing how item response theory can be used to evaluate and improve unidimensional cognitive assessment tasks in various examinee populations. We then suggest how computerized adaptive testing can be used to improve the efficiency of cognitive task administration. Finally, we explore how these ideas might be extended to multidimensional item response models that better represent the complex response processes underlying task performance in psychopathological populations.
© The Author(s) 2019.

Entities:  

Keywords:  cognitive assessment; computerized adaptive testing; item response theory

Year:  2019        PMID: 32616955      PMCID: PMC7307489          DOI: 10.1177/0013164419892049

Source DB:  PubMed          Journal:  Educ Psychol Meas        ISSN: 0013-1644            Impact factor:   2.821


  19 in total

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