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Aging Ment Health. 2018 Jan 22:1-11. doi: 10.1080/13607863.2017.1423033. [Epub ahead of print]

Usability study and pilot validation of a computer-based emotion recognition test for older adults with Alzheimer's disease and amnestic mild cognitive impairment.

Author information

a Psychosocial Rehabilitation Centre , INTRAS Foundation , Zamora , Spain.
b University of Salamanca, INTRAS Foundation , Salamanca, Zamora , Spain.
c Institute of Education Sciences, University of Salamanca , Salamanca , Spain.
d Development Department , INTRAS Foundation , Valladolid , Spain.
e Centre For Dementia Research, School of Health and Community , Leeds Beckett University , Leeds United Kingdom.
f Department of PsychiatryBurgos University Hospital , Burgos , Spain.
g Department of Neurology , Burgos University Hospital , Burgos , Spain.
h Research & Development Department, Iberian Research Psycho-sciences Institute , INTRAS Foundation , Zamora , Spain.
i Department of Psychiatry and Mental Health , Zamora Regional Hospital , Zamora , Spain.



This study aimed to carry out a pilot validation of Affect-GRADIOR, a computer-based emotion recognition test, with older adults. The study evaluated its usability, reliability and validity for the screening of people with Alzheimer´s disease (AD) and amnestic mild cognitive impairment (aMCI).


The test was administered to 212 participants (76.37 ± 6.20 years) classified into three groups (healthy controls, n = 69; AD, n = 84; and aMCI, n = 59) on the basis of detailed neurological, neuropsychological, laboratory and neuro-imaging evidence. Data on usability were collected by means of a questionnaire and automated evaluation.


The validated test comprised 53 stimuli and 7 practice items (one per emotion). Participants reported that Affect-GRADIOR was accessible and user-friendly. It had high internal consistency (ordinal Cronbach's α = 0.96). Test-retest reliability correlations were significant and robust (r = 0.840, p < 0.001). Exploratory factor analysis supported a seven-factor model of the emotions assessed (neutral expression, happiness, surprise, disgust, sadness, anger and fear). Receiver operating characteristic curve analyses suggested that the test discriminated healthy older adults from AD and aMCI cases. Correct answer score improved MMSE predictive power from 0.547 to 0.560 (Cox & Snell R2, p = 0.012), and Affect-GRADIOR speed of processing score improved MMSE predictive power from 0.547 to 0.563 (Cox & Snell R2, p = 0.010).


Affect-GRADIOR is a valid instrument for the assessment of the facial recognition of emotions in older adults with and without cognitive impairment.


Alzheimer disease; Emotion; affect; mild cognitive impairment; neuropsychology

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