Literature DB >> 21208660

Applying computerized adaptive testing to the CES-D scale: a simulation study.

Niels Smits1, Pim Cuijpers, Annemieke van Straten.   

Abstract

In this paper we studied the appropriateness of developing an adaptive version of the Center of Epidemiological Studies-Depression (CES-D, Radloff, 1977) scale. Computerized Adaptive Testing (CAT) involves the computerized administration of a test in which each item is dynamically selected from a pool of items until a pre-specified measurement precision is reached. Two types of analyses were performed using the CES-D responses of a large sample of adolescents (N=1392). First, it was shown that the items met the psychometric requirements needed for CAT. Second, CATs were simulated by using the existing item responses as if they had been collected adaptively. CATs selecting only a small number of items gave results which, in terms of depression measurement and criterion validity, were only marginally different from the results of full CES-D assessment. It was concluded that CAT is a very fruitful way of improving the efficiency of the CES-D questionnaire. The discussion addresses the strengths and limitations of the application of CAT in mental health research.
Copyright © 2010 Elsevier Ltd. All rights reserved.

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Year:  2011        PMID: 21208660     DOI: 10.1016/j.psychres.2010.12.001

Source DB:  PubMed          Journal:  Psychiatry Res        ISSN: 0165-1781            Impact factor:   3.222


  20 in total

1.  The Usability of CAT System for Assessing the Depressive Level of Japanese-A Study on Psychometric Properties and Response Behavior.

Authors:  Noboru Iwata; Kenichi Kikuchi; Yuya Fujihara
Journal:  Int J Behav Med       Date:  2016-08

2.  Validation of the Computerized Adaptive Test for Mental Health in Primary Care.

Authors:  Andrea K Graham; Alexa Minc; Erin Staab; David G Beiser; Robert D Gibbons; Neda Laiteerapong
Journal:  Ann Fam Med       Date:  2019-01       Impact factor: 5.166

3.  Introducing BREAST-Q Computerized Adaptive Testing: Short and Individualized Patient-Reported Outcome Assessment following Reconstructive Breast Surgery.

Authors:  Danny A Young-Afat; Christopher Gibbons; Anne F Klassen; Andrew J Vickers; Stefan J Cano; Andrea L Pusic
Journal:  Plast Reconstr Surg       Date:  2019-03       Impact factor: 4.730

4.  The development and validation of static and adaptive screeners to measure the severity of panic disorder, social anxiety disorder, and obsessive compulsive disorder.

Authors:  Matthew Sunderland; Philip J Batterham; Alison L Calear; Natacha Carragher
Journal:  Int J Methods Psychiatr Res       Date:  2017-04-03       Impact factor: 4.035

5.  Assessment of self-reported negative affect in the NIH Toolbox.

Authors:  Paul A Pilkonis; Seung W Choi; John M Salsman; Zeeshan Butt; Tara L Moore; Suzanne M Lawrence; Nicholas Zill; Jill M Cyranowski; Morgen A R Kelly; Sarah S Knox; David Cella
Journal:  Psychiatry Res       Date:  2012-10-22       Impact factor: 3.222

6.  The computerized adaptive diagnostic test for major depressive disorder (CAD-MDD): a screening tool for depression.

Authors:  Robert D Gibbons; Giles Hooker; Matthew D Finkelman; David J Weiss; Paul A Pilkonis; Ellen Frank; Tara Moore; David J Kupfer
Journal:  J Clin Psychiatry       Date:  2013-07       Impact factor: 4.384

7.  Development of a computerized adaptive test for Schizotypy assessment.

Authors:  Eduardo Fonseca-Pedrero; Luis Fernando Menéndez; Mercedes Paino; Serafín Lemos-Giráldez; José Muñiz
Journal:  PLoS One       Date:  2013-09-03       Impact factor: 3.240

8.  A proof of principle for using adaptive testing in Routine Outcome Monitoring: the efficiency of the Mood and Anxiety Symptoms Questionnaire -Anhedonic Depression CAT.

Authors:  Niels Smits; Frans G Zitman; Pim Cuijpers; Margien E den Hollander-Gijsman; Ingrid V E Carlier
Journal:  BMC Med Res Methodol       Date:  2012-01-10       Impact factor: 4.615

9.  Applying computer adaptive testing to optimize online assessment of suicidal behavior: a simulation study.

Authors:  Derek Paul De Beurs; Anton Lm de Vries; Marieke H de Groot; Jos de Keijser; Ad Jfm Kerkhof
Journal:  J Med Internet Res       Date:  2014-09-11       Impact factor: 5.428

10.  Electronic Quality of Life Assessment Using Computer-Adaptive Testing.

Authors:  Chris Gibbons; Peter Bower; Karina Lovell; Jose Valderas; Suzanne Skevington
Journal:  J Med Internet Res       Date:  2016-09-30       Impact factor: 5.428

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