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成人获得性和发育性语言障碍的数据可视化和决策:范围综述。

Data visualization and decision making in adults with acquired and developmental language disabilities: A scoping review.

机构信息

Department of Language and Communication Science, School of Health and Psychological Sciences, City St George's, University of London, London, UK.

Department of Computer Science, University of North Carolina, Chapel Hill, North Carolina, USA.

出版信息

Int J Lang Commun Disord. 2024 Nov-Dec;59(6):2617-2631. doi: 10.1111/1460-6984.13105. Epub 2024 Aug 20.

Abstract

BACKGROUND

Accessibility of data visualization has been explored for users with visual disabilities but the needs of users with language disabilities have seldom been considered.

AIM

This scoping review synthesised what is known about data visualization for adults with language disabilities, specifically the acquired language disability, aphasia and Developmental Language Disorder. It sought to extract key findings and identify what practices support effective visualization for decision making for people with language disabilities.

METHOD

Papers were included if they investigated visualization of data, and the consumers of the data visualization were people with aphasia or developmental language disability. Seven databases were searched: CINAHL, Academic Search, Medline, PsychINFO, Ovid, ACM Digital Library and IEEE Xplore. Included studies were charted to extract title, author(s), year, country, paper type, scientific field, participant number(s), participant group(s), main topic, subtopic, method, task description, task category, data visualization, summary, key findings relevant to the review question, and guidelines or recommendations. Narrative synthesis was used to describe how people with language disability have interacted with data visualization from a range of literature.

MAIN CONTRIBUTION

Six studies (seven publications) were included in the review. One study came from the field of health, one from a disability rights collaboration and four studies from computer science. No studies satisfying the review criteria explored data visualization for Developmental Language Disorder; however, five studies explored participants with cognitive disabilities that included impairments of language, so these were included. A range of visualization designs were found. Studies predominantly explored understanding of visualization (4/6). One study explored how to express data visually, and one explored the use of the visualization that is, for an action, choice, or decision. Cognitively accessible data visualization practices were described in four papers and synthesized. Supportive practices reported were reducing the cognitive load associated with processing a visualization and increasing personal relevance of data visualization.

CONCLUSION

Accessible data visualization for adults with aphasia and Developmental Language Disorder has only minimally been explored. Practices to specifically support users with language disability are not yet apparent. As data use in making everyday decisions is widespread, future research should explore how people with language disabilities make use of data visualization.

WHAT THIS PAPER ADDS

What is already known on this subject Visual resources are used widely to support people with language disabilities in understanding of language. That is, icons, maps timelines and so forth, are used to support auditory processing. However, data visualization is used routinely by people without a language disability to support everyday decisions for example, visualization of live traffic data is used to provide users with the best route to their destination. It is unclear whether any work has explored data visualization for people with language disabilities.  What this paper adds to existing knowledge This paper brings together research on the use of data visualization by adults with either Developmental Language Disorder or aphasia, collectively people with language disabilities. It highlights a gap in the design of inclusive data visualization for language disabilities and the minimal research exploring the use of data visualization for decision making in these populations. What are the clinical implications of this work? Access to data can be empowering. It has potential to enable agency in decisions and increase social participation. The existing gap in knowledge about how to design inclusive data visualization for people with language disabilities thus poses a risk of exclusion and threats to informed decision making. Highlighting the current field of literature may drive research and clinical activity.

摘要

背景

数据可视化的可访问性已经针对视觉障碍用户进行了探讨,但语言障碍用户的需求很少被考虑到。

目的

本综述旨在综合研究针对成年语言障碍用户(具体为获得性语言障碍、失语症和发育性语言障碍患者)的数据可视化,以提取关键发现,并确定哪些实践支持语言障碍患者有效地进行决策可视化。

方法

如果研究涉及数据可视化,且数据可视化的使用者为失语症或发育性语言障碍患者,则纳入研究。检索了七个数据库:CINAHL、Academic Search、Medline、PsychINFO、Ovid、ACM 数字图书馆和 IEEE Xplore。纳入的研究被图表化,以提取标题、作者、年份、国家、论文类型、科学领域、参与者人数、参与者群体、主要主题、子主题、方法、任务描述、任务类别、数据可视化、总结、与综述问题相关的关键发现以及指南或建议。使用叙述性综合方法描述了语言障碍患者如何从各种文献中与数据可视化进行交互。

主要贡献

本综述纳入了六项研究(七篇文献)。一项研究来自健康领域,一项来自残疾权益合作组织,四项研究来自计算机科学领域。没有研究满足综述标准,探索了发育性语言障碍的数据可视化;然而,有五项研究探索了认知障碍患者的可视化设计,包括语言障碍,因此这些研究也被纳入。研究发现了各种可视化设计。研究主要探索了对可视化的理解(6/6)。一项研究探索了如何以视觉方式表达数据,一项研究探索了可视化的使用,即用于动作、选择或决策。有四篇论文描述并综合了认知上可访问的数据可视化实践。报告的支持性实践包括减少处理可视化相关的认知负荷,以及增加数据可视化的个人相关性。

结论

针对成年失语症和发育性语言障碍患者的可访问数据可视化仅得到了初步探索。针对语言障碍患者的特定支持实践尚未明显出现。由于数据在日常决策中的使用越来越广泛,未来的研究应该探索语言障碍患者如何使用数据可视化。

本文的贡献

  • 已知领域:视觉资源被广泛用于帮助语言障碍患者理解语言。也就是说,图标、地图、时间线等用于支持听觉处理。然而,数据可视化经常被没有语言障碍的人用于支持日常决策,例如,实时交通数据的可视化用于为用户提供最佳的目的地路线。目前还不清楚是否有任何研究探索过语言障碍患者的数据可视化。

  • 新增知识:本文汇集了关于成年人使用数据可视化的研究,包括发育性语言障碍或失语症患者,统称为语言障碍患者。它突出了为语言障碍患者设计包容性数据可视化方面的差距,以及在这些人群中探索数据可视化用于决策的研究很少。

临床意义

获取数据具有赋权作用。它有可能使人们能够在决策中发挥作用,并增加社会参与度。因此,语言障碍患者的数据可视化设计方面的知识差距以及对如何设计包容性数据可视化的了解不足,可能会导致排斥,并对知情决策构成威胁。强调当前的文献领域可能会推动研究和临床活动。

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