Principal components analysis of agitation outcomes in Alzheimer's disease

J Psychiatr Res. 2016 Aug:79:4-7. doi: 10.1016/j.jpsychires.2016.04.004. Epub 2016 Apr 16.

Abstract

Background: We developed a composite measure of agitation as a secondary outcome of change over time in the Citalopram for Agitation in Alzheimer's disease study (CitAD). CitAD demonstrated a positive effect of citalopram on agitation on the Neurobehavioral Rating Scale agitation subscale (NBRS-A). CitAD included additional agitation measures such as the Cohen-Mansfield Agitation Inventory and the Neuropsychiatric Inventory.

Methods: We performed principal components analyses on change in individual item of these scales for the same, original CitAD subjects.

Results: The first principal component accounted for 12.6% of the observed variance and was composed of items that appear to reflect agitation. The effect size for citalopram calculated using this component was 0.53 (95% CI 0.22-0.83) versus 0.32 for the NBRS-A (95% CI 0.01-0.62).

Conclusions: Results suggest that a composite measure of change in agitation might be more sensitive than change in a single primary agitation measure.

Keywords: Agitation; Alzheimer's disease; Principal component analysis.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, U.S. Gov't, Non-P.H.S.
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Alzheimer Disease / complications
  • Alzheimer Disease / drug therapy*
  • Alzheimer Disease / psychology*
  • Citalopram / therapeutic use*
  • Humans
  • Principal Component Analysis
  • Psychiatric Status Rating Scales
  • Psychomotor Agitation / complications
  • Psychomotor Agitation / drug therapy*
  • Psychotropic Drugs / therapeutic use*
  • Severity of Illness Index
  • Treatment Outcome

Substances

  • Psychotropic Drugs
  • Citalopram