• 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