Literature DB >> 23929270

Development of the CAT-ANX: a computerized adaptive test for anxiety.

Robert D Gibbons, David J Weiss, Paul A Pilkonis, Ellen Frank, Tara Moore, Jong Bae Kim, David J Kupfer.   

Abstract

OBJECTIVE: The authors developed a computerized adaptive test for anxiety that decreases patient and clinician burden and increases measurement precision.
METHOD: A total of 1,614 individuals with and without generalized anxiety disorder from a psychiatric clinic and community mental health center were recruited. The focus of the present study was the development of the Computerized Adaptive Testing-Anxiety Inventory (CAT-ANX). The Structured Clinical Interview for DSM-IV was used to obtain diagnostic classifications of generalized anxiety disorder and major depressive disorder.
RESULTS: An average of 12 items per subject was required to achieve a 0.3 standard error in the anxiety severity estimate and maintain a correlation of 0.94 with the total 431-item test score. CAT-ANX scores were strongly related to the probability of a generalized anxiety disorder diagnosis. Using both the Computerized Adaptive Testing-Depression Inventory and the CAT-ANX, comorbid major depressive disorder and generalized anxiety disorder can be accurately predicted.
CONCLUSIONS: Traditional measurement fixes the number of items but allows measurement uncertainty to vary. Computerized adaptive testing fixes measurement uncertainty and allows the number and content of items to vary, leading to a dramatic decrease in the number of items required for a fixed level of measurement uncertainty. Potential applications for inexpensive, efficient, and accurate screening of anxiety in primary care settings, clinical trials, psychiatric epidemiology, molecular genetics, children, and other cultures are discussed.

Entities:  

Mesh:

Year:  2014        PMID: 23929270      PMCID: PMC4052830          DOI: 10.1176/appi.ajp.2013.13020178

Source DB:  PubMed          Journal:  Am J Psychiatry        ISSN: 0002-953X            Impact factor:   18.112


  8 in total

1.  Development of a computer-adaptive test for depression (D-CAT).

Authors:  Herbert Fliege; Janine Becker; Otto B Walter; Jakob B Bjorner; Burghard F Klapp; Matthias Rose
Journal:  Qual Life Res       Date:  2005-12       Impact factor: 4.147

Review 2.  Meta-analysis of the factor structures of four depression questionnaires: Beck, CES-D, Hamilton, and Zung.

Authors:  Alan B Shafer
Journal:  J Clin Psychol       Date:  2006-01

3.  The latent symptom structure of the Beck Depression Inventory-II in outpatients with major depression.

Authors:  Lena C Quilty; K Anne Zhang; R Michael Bagby
Journal:  Psychol Assess       Date:  2010-09

4.  Parsing the general and specific components of depression and anxiety with bifactor modeling.

Authors:  Leonard J Simms; Daniel F Grös; David Watson; Michael W O'Hara
Journal:  Depress Anxiety       Date:  2008       Impact factor: 6.505

5.  Using computerized adaptive testing to reduce the burden of mental health assessment.

Authors:  Robert D Gibbons; David J Weiss; David J Kupfer; Ellen Frank; Andrea Fagiolini; Victoria J Grochocinski; Dulal K Bhaumik; Angela Stover; R Darrell Bock; Jason C Immekus
Journal:  Psychiatr Serv       Date:  2008-04       Impact factor: 3.084

6.  Evaluation of item candidates: the PROMIS qualitative item review.

Authors:  Darren A DeWalt; Nan Rothrock; Susan Yount; Arthur A Stone
Journal:  Med Care       Date:  2007-05       Impact factor: 2.983

7.  Development of a computerized adaptive test for depression.

Authors:  Robert D Gibbons; David J Weiss; Paul A Pilkonis; Ellen Frank; Tara Moore; Jong Bae Kim; David J Kupfer
Journal:  Arch Gen Psychiatry       Date:  2012-11

8.  Computerized adaptive measurement of depression: a simulation study.

Authors:  William Gardner; Katherine Shear; Kelly J Kelleher; Kathleen A Pajer; Oommen Mammen; Daniel Buysse; Ellen Frank
Journal:  BMC Psychiatry       Date:  2004-05-06       Impact factor: 3.630

  8 in total
  31 in total

Review 1.  Annual Research Review: Maternal antidepressant use during pregnancy and offspring neurodevelopmental problems - a critical review and recommendations for future research.

Authors:  Ayesha C Sujan; A Sara Öberg; Patrick D Quinn; Brian M D'Onofrio
Journal:  J Child Psychol Psychiatry       Date:  2018-12-05       Impact factor: 8.982

2.  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

3.  Validation of Computerized Adaptive Testing in an Outpatient Nonacademic Setting: The VOCATIONS Trial.

Authors:  Eric D Achtyes; Scott Halstead; LeAnn Smart; Tara Moore; Ellen Frank; David J Kupfer; Robert Gibbons
Journal:  Psychiatr Serv       Date:  2015-06-01       Impact factor: 3.084

4.  Computerized Adaptive Tests for Rapid and Accurate Assessment of Psychopathology Dimensions in Youth.

Authors:  Robert D Gibbons; David J Kupfer; Ellen Frank; Benjamin B Lahey; Brandie A George-Milford; Candice L Biernesser; Giovanna Porta; Tara L Moore; Jong Bae Kim; David A Brent
Journal:  J Am Acad Child Adolesc Psychiatry       Date:  2019-08-26       Impact factor: 8.829

5.  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

6.  A comparison of computer adaptive tests (CATs) and short forms in terms of accuracy and number of items administrated using PROMIS profile.

Authors:  Eisuke Segawa; Benjamin Schalet; David Cella
Journal:  Qual Life Res       Date:  2019-10-08       Impact factor: 4.147

7.  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

8.  Advances in applications of item response theory to clinical assessment.

Authors:  Michael L Thomas
Journal:  Psychol Assess       Date:  2019-03-14

Review 9.  Without Wasting a Word: Extreme Improvements in Efficiency and Accuracy Using Computerized Adaptive Testing for Mental Health Disorders (CAT-MH).

Authors:  Robert D Gibbons; Frank V deGruy
Journal:  Curr Psychiatry Rep       Date:  2019-07-01       Impact factor: 5.285

10.  Depression and anxiety symptoms across pregnancy and the postpartum in low-income Black and Latina women.

Authors:  Elizabeth S Wenzel; Robert D Gibbons; Michael W O'Hara; Jennifer Duffecy; Pauline M Maki
Journal:  Arch Womens Ment Health       Date:  2021-05-10       Impact factor: 3.633

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