Characteristics of Facial Emotion Recognition in Children Aged 7-8 with High-Functioning ASD Using an Eye-Tracker

IF 0.4 Q4 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Communication Sciences and Disorders-CSD Pub Date : 2023-09-30 DOI:10.12963/csd.23988
Da-Hye Lim, Gyung-Hun Hong
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Abstract

Objectives: The purpose of the present study was to investigate characteristics of peer’s facial emotion recognition (FER) in children with high-functioning autism spectrum disorder (HF-ASD) through gaze patterns; and to suggest implications through comparison with typically developing (TD children). Methods: The participants were 10 children with HF-ASD aged 7-8 years and 10 children with TD matched on chronological age. Children performed FER tasks consisting of two types of stimuli (static, dynamic) for four basic emotions (happy, sad, anger, surprise) and their eye movement were measured while they performed the task using an eye-tracker. The emotion recognition accuracy, proportion of fixation, and heatmap were analyzed, and correlation analysis was conducted. Results: The HF-ASD group performed significantly poorer than the TD group in overall emotion recognition and made significantly more errors only in anger. There was no statistically significant difference in emotion recognition between static and dynamic stimuli in both groups. There was no interaction effect between group and emotion type and areas of interest (AOI). Only the interaction effect between emotion type and AOI was significant in the TD group. The HF-ASD group tended to look more at the mouth than the eyes and look relatively more at non-feature area of the faces compared to the TD group. These gaze patterns seem to affect the accuracy depending on emotion types. Conclusion: Children with HF-ASD have deficits in FER and show gaze patterns different with TD peers. The results of this study suggest that a deficit in FER of children with HF-ASD is related to gaze pattern.
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基于眼动仪的7-8岁高功能ASD儿童面部情绪识别特征研究
目的:通过注视模式探讨高功能自闭症谱系障碍(HF-ASD)儿童同伴面部情绪识别的特征;并通过与正常发育儿童(TD儿童)的比较提出建议。方法:选取7 ~ 8岁HF-ASD患儿10例和实足年龄匹配的TD患儿10例。孩子们执行由两种类型的刺激(静态,动态)组成的四种基本情绪(快乐,悲伤,愤怒,惊讶)的FER任务,并在他们执行任务时使用眼动仪测量他们的眼球运动。分析情绪识别正确率、注视比例和热图,并进行相关分析。结果:HF-ASD组在整体情绪识别上的表现明显低于TD组,仅在愤怒情绪上的错误明显高于TD组。两组患者在静态刺激和动态刺激下的情绪识别差异无统计学意义。情绪类型与兴趣领域(AOI)之间无交互作用。在TD组中,只有情绪类型与AOI的交互作用显著。与TD组相比,HF-ASD组倾向于更多地关注嘴巴而不是眼睛,并且相对更多地关注面部的非特征区域。这些凝视模式似乎会根据情绪类型影响其准确性。结论:HF-ASD患儿在注视功能上存在缺陷,且注视模式与TD患儿不同。本研究结果提示,HF-ASD患儿的视觉功能缺陷与注视模式有关。
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来源期刊
Communication Sciences and Disorders-CSD
Communication Sciences and Disorders-CSD AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY-
CiteScore
0.90
自引率
80.00%
发文量
0
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