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Task Characteristics Influence Facial Emotion Recognition Age-Effects: A Meta-Analytic Review

机译:任务特征影响面部情感识别年龄效应:Meta-Inalytic评论

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Relative to their young counterparts, older adults are poorer at recognizing facial expressions. A 2008 meta-analysis of 17 facial emotion recognition data sets showed that these age-related difficulties are not uniform. Rather, they are greatest for the emotions of anger, fear, and sadness, comparative with happiness and surprise, with no age-effect found for disgust. Since then, there have been many methodological advances in assessing emotion recognition. The current comprehensive meta-analysis systematically tested the influence of task characteristics (e.g., photographs vs. videos). The metaanalysis included 102 data sets that compared facial emotion recognition in older and young adult samples (N = 10,526). With task type combined, the pattern of age-effects across emotions was mostly consistent with the previous meta-analysis (i.e., largest age-effects for anger, fear, sadness; no effect for disgust). However, the magnitude and direction of age-effects were strongly influenced by elements of task design. Specifically, videos produced relatively moderate age-effects across all emotions, which indicates that older adults may not exhibit a positivity effect for facial emotion recognition. For disgust recognition, older adults demonstrated superior accuracy to young adults for the most common image set (Pictures of Facial Affect). However, they were poorer than young adults at recognizing this emotion for all other stimulus formats and image sets, which suggests that they do not retain disgust recognition. We discuss the implications that such diversity in the age-effects produced by different facial emotion recognition task designs has for understanding real-world deficits and task selection in future emotion recognition studies.
机译:相对于他们的年轻同行,老年人识别面部表情较差。 2008年的17个面部情感识别数据集的Meta分析表明,这些与年龄相关的困难并不均匀。相反,他们对愤怒,恐惧和悲伤的情绪最大,比较幸福和惊喜,没有针对厌恶的年龄效应。从那时起,评估情感认可时已经存在许多方法研究。目前的综合元分析系统地测试了任务特征的影响(例如,照片与视频)。元分析包括102个数据集,比较年龄和年轻成人样本中的面部情感识别(n = 10,526)。随着任务类型的组合,情绪的年龄效应模式大多是与先前的荟萃分析一致(即,最大的愤怒,恐惧,悲伤的年龄效应;没有对厌恶的影响)。然而,年龄效应的大小和方向受到任务设计的要素的强烈影响。具体而言,视频在所有情绪中产生了相对适度的年龄效应,这表明老年人可能对面部情感识别产生阳性效应。为了令人厌恶的认可,老年人对最常见的图像集(面部影响的图片)展示了对年轻成年人的高精度。然而,他们比年轻人对所有其他刺激格式和图像集的情绪更差,这表明他们不会保持令人厌恶的认可。我们讨论了不同面部情感识别任务设计产生的年龄效应中这种多样性的含义,用于了解未来情感认可研究中的现实世界赤字和任务选择。

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