a Psychosocial Rehabilitation Centre , INTRAS Foundation , Zamora , Spain.
b University of Salamanca, INTRAS Foundation , Salamanca, Zamora , Spain.
Aging Ment Health. 2019 Mar;23(3):365-375. doi: 10.1080/13607863.2017.1423033. Epub 2018 Jan 22.
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 R, p = 0.012), and Affect-GRADIOR speed of processing score improved MMSE predictive power from 0.547 to 0.563 (Cox & Snell R, 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.
本研究旨在对基于计算机的情感识别测试 Affect-GRADIOR 进行初步验证,该测试适用于老年人。该研究评估了其在筛查阿尔茨海默病(AD)和遗忘型轻度认知障碍(aMCI)患者中的可用性、可靠性和有效性。
该测试对 212 名参与者(69.37±6.20 岁)进行了评估,这些参与者根据详细的神经学、神经心理学、实验室和神经影像学证据被分为三组(健康对照组,n=69;AD 组,n=84;aMCI 组,n=59)。通过问卷和自动评估收集了可用性数据。
经过验证的测试包含 53 个刺激和 7 个练习项(每种情绪一个)。参与者报告称,Affect-GRADIOR 易于访问且用户友好。它具有很高的内部一致性(有序 Cronbach's α=0.96)。测试-重测信度相关性显著且稳健(r=0.840,p<0.001)。探索性因素分析支持评估的七种情绪的七因素模型(中性表情、快乐、惊讶、厌恶、悲伤、愤怒和恐惧)。受试者工作特征曲线分析表明,该测试能够区分健康老年人与 AD 和 aMCI 病例。正确答案得分将 MMSE 的预测能力从 0.547 提高到 0.560(Cox 和 Snell R,p=0.012),而 Affect-GRADIOR 的加工速度得分将 MMSE 的预测能力从 0.547 提高到 0.563(Cox 和 Snell R,p=0.010)。
Affect-GRADIOR 是一种用于评估认知障碍和无认知障碍老年人面部识别情感的有效工具。