Literature DB >> 30869966

Advances in applications of item response theory to clinical assessment.

Michael L Thomas1.   

Abstract

Item response theory (IRT) is moving to the forefront of methodologies used to develop, evaluate, and score clinical measures. Funding agencies and test developers are routinely supporting IRT work, and the theory has become closely tied to technological advances within the field. As a result, familiarity with IRT has grown increasingly relevant to mental health research and practice. But to what end? This article reviews advances in applications of IRT to clinical measurement in an effort to identify tangible improvements that can be attributed to the methodology. Although IRT shares similarities with classical test theory and factor analysis, the approach has certain practical benefits, but also limitations, when applied to measurement challenges. Major opportunities include the use of computerized adaptive tests to prevent conditional measurement error, multidimensional models to prevent misinterpretation of scores, and analyses of differential item functioning to prevent bias. Whereas these methods and technologies were once only discussed as future possibilities, they are now accessible because of recent support of IRT-focused clinical research. Despite this, much work still remains in widely disseminating methods and technologies from IRT into mental health research and practice. Clinicians have been reluctant to fully embrace the approach, especially in terms or prospective test development and adaptive item administration. Widespread use of IRT technologies will require continued cooperation among psychometricians, clinicians, and other stakeholders. There are also many opportunities to expand the methodology, especially with respect to integrating modern measurement theory with models from personality and cognitive psychology as well as neuroscience. (PsycINFO Database Record (c) 2019 APA, all rights reserved).

Entities:  

Year:  2019        PMID: 30869966      PMCID: PMC6745011          DOI: 10.1037/pas0000597

Source DB:  PubMed          Journal:  Psychol Assess        ISSN: 1040-3590


  46 in total

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Journal:  Neuropsychology       Date:  2013-03       Impact factor: 3.295

4.  Modernizing quality of life assessment: development of a multidimensional computerized adaptive questionnaire for patients with schizophrenia.

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Journal:  Qual Life Res       Date:  2017-03-25       Impact factor: 4.147

5.  Which mini-mental state exam items can be used to screen for delirium and cognitive impairment?

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6.  Measuring depression using item response theory: an examination of three measures of depressive symptomatology.

Authors:  Thomas M Olino; Lan Yu; Daniel N Klein; Paul Rohde; John R Seeley; Paul A Pilkonis; Peter M Lewinsohn
Journal:  Int J Methods Psychiatr Res       Date:  2012-01-31       Impact factor: 4.035

Review 7.  Construct validity: advances in theory and methodology.

Authors:  Milton E Strauss; Gregory T Smith
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8.  Comparisons across depression assessment instruments in adolescence and young adulthood: an item response theory study using two linking methods.

Authors:  Thomas M Olino; Lan Yu; Dana L McMakin; Erika E Forbes; John R Seeley; Peter M Lewinsohn; Paul A Pilkonis
Journal:  J Abnorm Child Psychol       Date:  2013-11

9.  Differential item functioning of DSM-IV depressive symptoms in individuals with a history of mania versus those without: an item response theory analysis.

Authors:  Lauren M Weinstock; David Strong; Lisa A Uebelacker; Ivan W Miller
Journal:  Bipolar Disord       Date:  2009-05       Impact factor: 6.744

10.  Item response theory and validity of the NEO-FFI in adolescents.

Authors:  Ruth Spence; Matthew Owens; Ian Goodyer
Journal:  Pers Individ Dif       Date:  2012-10
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Authors:  Jeggan Tiego; Christine Lochner; Konstantinos Ioannidis; Matthias Brand; Dan J Stein; Murat Yücel; Jon E Grant; Samuel R Chamberlain
Journal:  Psychol Assess       Date:  2021-04-08

3.  Bayesian modeling of item heterogeneity in dichotomous recognition memory data and prospects for computerized adaptive testing.

Authors:  Emrah Düzel; Gabriel Ziegler; Jeremie Güsten; David Berron
Journal:  Sci Rep       Date:  2022-01-24       Impact factor: 4.379

4.  Race and Sex Bias in the Autism Diagnostic Observation Schedule (ADOS-2) and Disparities in Autism Diagnoses.

Authors:  Zachary J Williams
Journal:  JAMA Netw Open       Date:  2022-04-01

5.  Cross-cultural measurement invariance of the purpose in life test - Short form (PIL-SF) in seven Latin American countries.

Authors:  Tomás Caycho-Rodríguez; Lindsey W Vilca; Mauricio Cervigni; Miguel Gallegos; Pablo Martino; Manuel Calandra; Cesar Armando Rey Anacona; Claudio López-Calle; Rodrigo Moreta-Herrera; Edgardo René Chacón-Andrade; Marlon Elías Lobos-Rivera; Perla Del Carpio; Yazmín Quintero; Erika Robles; Macerlo Panza Lombardo; Olivia Gamarra Recalde; Andrés Buschiazzo Figares; Michael White; Carmen Burgos Videla; Carlos Carbajal-León
Journal:  Curr Psychol       Date:  2022-07-28

6.  Measuring Depression in Autistic Adults: Psychometric Validation of the Beck Depression Inventory-II.

Authors:  Zachary J Williams; Jonas Everaert; Katherine O Gotham
Journal:  Assessment       Date:  2020-08-29
  6 in total

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