Literature DB >> 10844724

Application of item response theory for development of a global functioning measure of dementia with linear measurement properties.

D Mungas1, B R Reed.   

Abstract

An ideal measure of global functioning for patients with dementia would discriminate at very high and very low levels of functioning and would have linear measurement properties such that a given change in score corresponds to the same amount of change in underlying ability at any part of the ability continuum. Using item response theory methods, linearity of test measurement can be directly assessed and items can be selected to construct a test with desired measurement characteristics. The purpose of this study was to apply item response theory methods to evaluating and developing global functioning scales. Subjects were 1207 patients who had received comprehensive dementia evaluations. Items were selected from two measures of cognitive functioning (Mini Mental State Examination, MMS; Blessed Information Memory Concentration Test, BIMCT) and one measure of independent functioning (Blessed-Roth Dementia Rating Scale, BRDRS). The MMS and BIMCT showed significant non-linearity of measurement, especially at low and high ability levels. A brief composite measure was created by selecting from the three instruments 25 items that fit a uniform distribution of item difficulty across the entire range of ability measured by the three instruments. This composite measure and the BRDRS showed better linearity of measurement than the other two instruments. Results have implications for development of a psychometrically sophisticated, brief measure of global functioning for clinical and research use in dementia. Copyright 2000 John Wiley & Sons, Ltd.

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Mesh:

Year:  2000        PMID: 10844724     DOI: 10.1002/(sici)1097-0258(20000615/30)19:11/12<1631::aid-sim451>3.0.co;2-p

Source DB:  PubMed          Journal:  Stat Med        ISSN: 0277-6715            Impact factor:   2.373


  38 in total

1.  Immediate list recall as a measure of short-term episodic memory: insights from the serial position effect and item response theory.

Authors:  Brandon E Gavett; Julie E Horwitz
Journal:  Arch Clin Neuropsychol       Date:  2011-12-02       Impact factor: 2.813

2.  Development and assessment of a composite score for memory in the Alzheimer's Disease Neuroimaging Initiative (ADNI).

Authors:  Paul K Crane; Adam Carle; Laura E Gibbons; Philip Insel; R Scott Mackin; Alden Gross; Richard N Jones; Shubhabrata Mukherjee; S McKay Curtis; Danielle Harvey; Michael Weiner; Dan Mungas
Journal:  Brain Imaging Behav       Date:  2012-12       Impact factor: 3.978

3.  Robust Bayesian hierarchical model using normal/independent distributions.

Authors:  Geng Chen; Sheng Luo
Journal:  Biom J       Date:  2015-12-29       Impact factor: 2.207

4.  The δ latent dementia phenotype in the uniform data set: Cross-validation and extension.

Authors:  Brandon E Gavett; Vanessa Vudy; Mary Jeffrey; Samantha E John; Ashita S Gurnani; Jason W Adams
Journal:  Neuropsychology       Date:  2014-08-25       Impact factor: 3.295

5.  [Item response theory and its application in neurology. Measurement of activity limitations in neurologic patients].

Authors:  S Gauggel; M Böcker; P Zimmermann; C Privou; D Lutz
Journal:  Nervenarzt       Date:  2004-12       Impact factor: 1.214

6.  Patterns of cognitive function in aging: the Rotterdam Study.

Authors:  Yoo Young Hoogendam; Albert Hofman; Jos N van der Geest; Aad van der Lugt; Mohammad Arfan Ikram
Journal:  Eur J Epidemiol       Date:  2014-02-20       Impact factor: 8.082

7.  Extension of an iterative hybrid ordinal logistic regression/item response theory approach to detect and account for differential item functioning in longitudinal data.

Authors:  Shubhabrata Mukherjee; Laura E Gibbons; Elizabeth Kristjansson; Paul K Crane
Journal:  Psychol Test Assess Model       Date:  2013-04-01

8.  Age and education effects on relationships of cognitive test scores with brain structure in demographically diverse older persons.

Authors:  Dan Mungas; Bruce R Reed; Sarah Tomaszewski Farias; Charles Decarli
Journal:  Psychol Aging       Date:  2009-03

9.  Agreement in cognitive and clinical assessments in Alzheimer's disease.

Authors:  Rochelle E Tractenberg; Paul S Aisen
Journal:  Dement Geriatr Cogn Disord       Date:  2009-03-17       Impact factor: 2.959

Review 10.  Item response theory facilitated cocalibrating cognitive tests and reduced bias in estimated rates of decline.

Authors:  Paul K Crane; Kaavya Narasimhalu; Laura E Gibbons; Dan M Mungas; Sebastien Haneuse; Eric B Larson; Lewis Kuller; Kathleen Hall; Gerald van Belle
Journal:  J Clin Epidemiol       Date:  2008-05-05       Impact factor: 6.437

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