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理解社会认知与单词难度之间的关系:对自闭症谱系障碍个体的基于语言的分析

Understanding the Relationship between Social Cognition and Word Difficulty. A Language Based Analysis of Individuals with Autism Spectrum Disorder.

作者信息

Aramaki E, Shikata S, Miyabe M, Usuda Y, Asada K, Ayaya S, Kumagaya S

机构信息

Eiji Aramaki, Kyoto University Design School, Kyoto, Japan, E-mail:

出版信息

Methods Inf Med. 2015;54(6):522-9. doi: 10.3414/ME15-01-0038. Epub 2015 Sep 22.

Abstract

BACKGROUND

Few quantitative studies have been conducted on the relationship between society and its languages. Individuals with autistic spectrum disorder (ASD) are known to experience social hardships, and a wide range of clinical information about their quality of life has been provided through numerous narrative analyses. However, the narratives of ASD patients have thus far been examined mainly through qualitative approaches.

OBJECTIVES

In this study, we analyzed adults with ASD to quantitatively examine the relationship between language abilities and ASD severity scores.

METHODS

We generated phonetic transcriptions of speeches by 16 ASD adults at an ASD workshop, and divided the participants into 2 groups according to their Social Responsiveness Scale(TM), 2nd Edition (SRS(TM)-2) scores (where higher scores represent more severe ASD): Group A comprised high-scoring ASD adults (SRS(TM)-2 score: ≥ 76) and Group B comprised low- and intermediate-scoring ASD adults (SRS(TM)-2 score: < 76). Using natural language processing (NLP)-based analytical methods, the narratives were converted into numerical data according to four language ability indicators, and the relationships between the language ability scores and ASD severity scores were compared.

RESULTS AND DISCUSSION

Group A showed a marginally negative correlation with the level of Japanese word difficulty (p < .10), while the "social cognition" subscale of the SRS(TM)-2 score showed a significantly negative correlation (p < .05) with word difficulty. When comparing only male participants, Group A demonstrated a significantly lower correlation with word difficulty level than Group B (p < .10).

CONCLUSION

Social communication was found to be strongly associated with the level of word difficulty in speech. The clinical applications of these findings may be available in the near future, and there is a need for further detailed study on language metrics designed for ASD adults.

摘要

背景

关于社会与其语言之间的关系,很少有定量研究。已知患有自闭症谱系障碍(ASD)的个体经历社交困难,并且通过大量的叙述性分析提供了关于他们生活质量的广泛临床信息。然而,迄今为止,ASD患者的叙述主要通过定性方法进行研究。

目的

在本研究中,我们分析了成年ASD患者,以定量研究语言能力与ASD严重程度评分之间的关系。

方法

我们在一个ASD研讨会上生成了16名成年ASD患者的语音转录,并根据他们的社交反应量表(TM)第二版(SRS(TM)-2)评分将参与者分为两组(得分越高表示ASD越严重):A组包括高得分的成年ASD患者(SRS(TM)-2评分:≥76),B组包括低得分和中等得分的成年ASD患者(SRS(TM)-2评分:<76)。使用基于自然语言处理(NLP)的分析方法,根据四个语言能力指标将叙述转换为数值数据,并比较语言能力得分与ASD严重程度得分之间的关系。

结果与讨论

A组与日语单词难度水平呈微弱的负相关(p<.10),而SRS(TM)-2评分的“社会认知”子量表与单词难度呈显著负相关(p<.05)。仅比较男性参与者时,A组与单词难度水平的相关性显著低于B组(p<.10)。

结论

发现社交沟通与言语中的单词难度水平密切相关。这些发现的临床应用可能在不久的将来实现,并且需要对针对成年ASD患者设计的语言指标进行进一步的详细研究。

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