Practice effects due to serial cognitive assessment: Implications for preclinical Alzheimer's disease randomized controlled trials

Abstract Introduction Practice effects are characteristic of nearly all standard cognitive tasks when repeated during serial assessments and are frequently important confounders in clinical trials. Methods We summarize evidence that gains in neuropsychological test performance scores associated with...

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Main Authors: Terry E. Goldberg, Philip D. Harvey, Keith A. Wesnes, Peter J. Snyder, Lon S. Schneider
Format: Article
Language:English
Published: Wiley 2015-03-01
Series:Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring
Subjects:
Online Access:https://doi.org/10.1016/j.dadm.2014.11.003
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spelling doaj-102a2a1dd120448ab7e9c1a394e473252020-11-25T02:55:47ZengWileyAlzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring2352-87292015-03-011110311110.1016/j.dadm.2014.11.003Practice effects due to serial cognitive assessment: Implications for preclinical Alzheimer's disease randomized controlled trialsTerry E. Goldberg0Philip D. Harvey1Keith A. Wesnes2Peter J. Snyder3Lon S. Schneider4Litwin Zucker Center for the Study of Alzheimer's DiseaseFeinstein Institute, Hofstra North Shore LIJ School of MedicineManhassetNYUSADepartment of Psychiatry and Behavioral SciencesUniversity of Miami Miller School of MedicineMiamiFLUSAWesnes CognitionStreatley on ThamesUKDepartment of NeurologyAlpert Medical School of Brown University & Rhode Island HospitalProvidenceRIUSADepartments of Psychiatry, Neurology, and GerontologyKeck School of Medicine, University of Southern CaliforniaLos AngelesCAUSAAbstract Introduction Practice effects are characteristic of nearly all standard cognitive tasks when repeated during serial assessments and are frequently important confounders in clinical trials. Methods We summarize evidence that gains in neuropsychological test performance scores associated with practice effects occur as artifactual changes associated with serial testing within clinical trials. We identify and emphasize such gains in older, non–cognitively impaired individuals and estimate an effect size of 0.25 for composite cognitive measures in older populations assessed three times in a 6‐ to 12‐month period. Results We identified three complementary approaches that can be used to attenuate practice effects: (1) massed practice in a prebaseline period to reduce task familiarity effects; (2) tests designed to reduce practice‐related gains so that item‐specific driven improvements are minimized by using tasks that minimize strategy and/or maximize interitem interference; and (3) well‐matched alternate forms. Discussion We have drawn attention to and increased awareness of practice effect–related gains that could result in type 1 or type 2 errors in trials. Successfully managing practice effects will eliminate a large source of error and reduce the likelihood of misinterpretation of clinical trials outcomes.https://doi.org/10.1016/j.dadm.2014.11.003Alzheimer's diseasePractice effectsCognitionClinical trialsSerial assessmentPreclinical Alzheimer's disease
collection DOAJ
language English
format Article
sources DOAJ
author Terry E. Goldberg
Philip D. Harvey
Keith A. Wesnes
Peter J. Snyder
Lon S. Schneider
spellingShingle Terry E. Goldberg
Philip D. Harvey
Keith A. Wesnes
Peter J. Snyder
Lon S. Schneider
Practice effects due to serial cognitive assessment: Implications for preclinical Alzheimer's disease randomized controlled trials
Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring
Alzheimer's disease
Practice effects
Cognition
Clinical trials
Serial assessment
Preclinical Alzheimer's disease
author_facet Terry E. Goldberg
Philip D. Harvey
Keith A. Wesnes
Peter J. Snyder
Lon S. Schneider
author_sort Terry E. Goldberg
title Practice effects due to serial cognitive assessment: Implications for preclinical Alzheimer's disease randomized controlled trials
title_short Practice effects due to serial cognitive assessment: Implications for preclinical Alzheimer's disease randomized controlled trials
title_full Practice effects due to serial cognitive assessment: Implications for preclinical Alzheimer's disease randomized controlled trials
title_fullStr Practice effects due to serial cognitive assessment: Implications for preclinical Alzheimer's disease randomized controlled trials
title_full_unstemmed Practice effects due to serial cognitive assessment: Implications for preclinical Alzheimer's disease randomized controlled trials
title_sort practice effects due to serial cognitive assessment: implications for preclinical alzheimer's disease randomized controlled trials
publisher Wiley
series Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring
issn 2352-8729
publishDate 2015-03-01
description Abstract Introduction Practice effects are characteristic of nearly all standard cognitive tasks when repeated during serial assessments and are frequently important confounders in clinical trials. Methods We summarize evidence that gains in neuropsychological test performance scores associated with practice effects occur as artifactual changes associated with serial testing within clinical trials. We identify and emphasize such gains in older, non–cognitively impaired individuals and estimate an effect size of 0.25 for composite cognitive measures in older populations assessed three times in a 6‐ to 12‐month period. Results We identified three complementary approaches that can be used to attenuate practice effects: (1) massed practice in a prebaseline period to reduce task familiarity effects; (2) tests designed to reduce practice‐related gains so that item‐specific driven improvements are minimized by using tasks that minimize strategy and/or maximize interitem interference; and (3) well‐matched alternate forms. Discussion We have drawn attention to and increased awareness of practice effect–related gains that could result in type 1 or type 2 errors in trials. Successfully managing practice effects will eliminate a large source of error and reduce the likelihood of misinterpretation of clinical trials outcomes.
topic Alzheimer's disease
Practice effects
Cognition
Clinical trials
Serial assessment
Preclinical Alzheimer's disease
url https://doi.org/10.1016/j.dadm.2014.11.003
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