DocumentCode :
139887
Title :
Item response analysis of Alzheimer´s disease assessment scale
Author :
Verma, Naveen ; Markey, Mia K.
Author_Institution :
Dept. of Biomed. Eng., Univ. of Texas at Austin, Austin, TX, USA
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
2476
Lastpage :
2479
Abstract :
Alzheimer´s Disease Assessment Scale-cognitive subscale (ADAS-cog) suffers from low sensitivity in detecting changes in Alzheimer´s disease progression in clinical trials of disease-modifying treatments. A comprehensive psychometric analysis of the items in ADAS-cog assessment can help in identifying and improving the insensitive items. Item response theory provides a suitable framework for investigating the ADAS-cog items; however, it requires prior information on the underlying latent construct for reliable analysis. In this study, we perform an exploratory item response analysis to investigate the latent construct underlying the relationships between the ADAS-cog item responses. The results indicate that the underlying latent construct of ADAS-cog is multidimensional in nature with the latent factors measuring cognitive declines in several domains (such as memory, praxis, and language domains).
Keywords :
diseases; neurophysiology; patient diagnosis; patient treatment; psychology; ADAS-cog assessment; ADAS-cog item responses; Alzheimer´s Disease Assessment Scale-cognitive subscale; Alzheimer´s disease progression; Item response theory; clinical trials; cognitive declines; comprehensive psychometric analysis; disease-modifying treatments; exploratory item response analysis; insensitive item; language domains; latent construct; latent factors; memory; praxis; prior information; Alzheimer´s disease; Clinical trials; Correlation; Data models; Load modeling; Loading;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6944124
Filename :
6944124
Link To Document :
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