Marzi Claudia, Narzisi Antonio, Milone Annarita, Masi Gabriele, Pirrelli Vito
Institute for Computational Linguistics, National Research Council, 56124 Pisa, Italy.
IRCCS Stella Maris Foundation, 56018 Pisa, Italy.
Brain Sci. 2022 Sep 29;12(10):1316. doi: 10.3390/brainsci12101316.
The paper proposes an ecological and portable protocol for the large-scale collection of reading data in high-functioning autism spectrum disorder (ASD) children based on recording the finger movements of a subject reading a text displayed on a tablet touchscreen. By capitalizing on recent evidence that movements of a finger that points to a scene or text during visual exploration or reading may approximate eye fixations, we focus on recognition of written content and function words, pace of reading, and accuracy in reading comprehension. The analysis showed significant differences between typically developing and ASD children, with the latter group exhibiting greater variation in levels of reading ability, slower developmental pace in reading speed, less accurate comprehension, greater dependency on word length and word frequency, less significant prediction-based processing, as well as a monotonous, steady reading pace with reduced attention to weak punctuation. Finger-tracking patterns provides evidence that ASD readers may fail to integrate single word processing into major syntactic structures and lends support to the hypothesis of an impaired use of contextual information to predict upcoming stimuli, suggesting that difficulties in perception may arise as difficulties in prediction.
本文提出了一种基于记录受试者在平板电脑触摸屏上阅读文本时的手指动作,用于大规模收集高功能自闭症谱系障碍(ASD)儿童阅读数据的生态便携方案。利用最近的证据表明,在视觉探索或阅读过程中指向场景或文本的手指动作可能近似于眼睛注视,我们专注于书面内容和功能词的识别、阅读速度以及阅读理解的准确性。分析表明,发育正常的儿童和ASD儿童之间存在显著差异,后一组在阅读能力水平上表现出更大的差异,阅读速度的发育速度较慢,理解能力不太准确,对单词长度和词频的依赖性更大,基于预测的处理不太显著,以及阅读节奏单调、稳定,对弱标点的关注度降低。手指跟踪模式提供了证据,表明ASD读者可能无法将单个单词处理整合到主要的句法结构中,并支持了关于受损使用上下文信息来预测即将出现的刺激的假设,这表明感知困难可能表现为预测困难。