title: Improved statistical power of Alzheimer clinical trials by item-response theory: proof of concept by application to the activities of daily living scale.
abstract: Discovery of effective treatment for Alzheimer disease (AD) depends upon the availability of outcome measures that exhibit good sensitivity to rates of longitudinal decline on global functional performance. The Alzheimer's Disease Cooperative Study-Activities of Daily Living inventory (ADCS-ADL) is a frequently used functional endpoint in clinical trials for AD that assesses patient functional ability on the basis of informant ratings of patient performance on a variety of everyday tasks. Previous research has shown that the items comprising the ADCS-ADL are sensitive to characteristic longitudinal trajectories in AD. However, standard procedures for combining information from individual items into an overall test score may not make full use of the information provided by informant responses. The current study explored an application of item-response theory (IRT) techniques to the calculation of test scores on the ADCS-ADL. Using data from 2 ADCS clinical trials on mild-to-moderate AD patients we found that IRT based scoring increased sensitivity to change in functional ability and improved prospective statistical power of the ADCS-ADL as an outcome measure in clinical trials.
authors.affiliation: Department of Neuroscience, University of California San Diego, La Jolla, CA 92037, USA.
authors.forename: M Colin
authors.initials: MC
authors.lastname: Ard
authors.forename: Douglas R
authors.initials: DR
authors.lastname: Galasko
authors.forename: Steven D
authors.initials: SD
authors.lastname: Edland
mesh_terms: D000203:Activities of Daily Living; D000368:Aged; D000544:Alzheimer Disease / Q000188:drug therapy*; D002800:Cholinesterase Inhibitors / Q000627:therapeutic use; D002986:Clinical Trials as Topic; D005260:Female; D006801:Humans; D008297:Male; D008962:Models, Theoretical; D016896:Treatment Outcome
chemical_list: D002800:Cholinesterase Inhibitors