Atypical and variable attention patterns reveal reduced contextual priors in children with autism spectrum disorder

先验概率 心理学 推论 自闭症谱系障碍 动作(物理) 自闭症 典型地发展 认知心理学 背景(考古学) 发展心理学 计算机科学 人工智能 贝叶斯概率 古生物学 物理 量子力学 生物
作者
Wenwen Hou,Cheng Rong,Zhong Zhao,Haotian Liao,Jing Li
出处
期刊:Autism Research [Wiley]
卷期号:17 (8): 1572-1585
标识
DOI:10.1002/aur.3194
摘要

Accumulating evidence suggests that individuals with autism spectrum disorder (ASD) show impairments in using contextual priors to predict others' actions and make intention inference. Yet less is known about whether and how children with ASD acquire contextual priors during action observation and how contextual priors relate to their action prediction and intention inference. To form proper contextual priors, individuals need to observe the social scenes in a reliable manner and focus on socially relevant information. By employing a data-driven scan path method and areas of interest (AOI)-based analysis, the current study investigated how contextual priors would relate to action prediction and intention understanding in 4-to-9-year-old children with ASD (N = 56) and typically developing (TD) children (N = 50) during free viewing of dynamic social scenes with different intentions. Results showed that children with ASD exhibited higher intra-subject variability when scanning social scenes and reduced attention to socially relevant areas. Moreover, children with high-level action prediction and intention understanding showed lower intra-subject variability and increased attention to socially relevant areas. These findings suggest that altered fixation patterns might restrain children with ASD from acquiring proper contextual priors, which has cascading downstream effects on their action prediction and intention understanding.
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