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用于痴呆症患者的具身对话代理:主题文献分析。

Embodied Conversational Agents for Patients With Dementia: Thematic Literature Analysis.

机构信息

Model of Care and New Technologies, IRCCS INRCA - National Institute of Health and Science on Aging, Ancona, Italy.

Unit of Neurology, IRCCS INRCA - National Institute of Health and Science on Aging, Ancona, Italy.

出版信息

JMIR Mhealth Uhealth. 2021 Jul 16;9(7):e25381. doi: 10.2196/25381.

Abstract

BACKGROUND

As the world's population rapidly ages, the number of older adults with cognitive impairment will also increase. Several studies have identified numerous complex needs of people with dementia, which assistive technologies still fail to support. Recent trends have led to an increasing focus on the use of embodied conversational agents (ECAs) as virtual entities able to interact with a person through natural and familiar verbal and nonverbal communication. The use of ECAs could improve the accessibility and acceptance of assistive technologies matching those high-level needs that are not well covered to date.

OBJECTIVE

The aim of this thematic literature analysis was to map current studies in the field of designing ECAs for patients with dementia in order to identify the existing research trend and possible gaps that need to be covered in the near future. The review questions in this study were as follows: (1) what research frameworks are used to study the interaction between patients with dementia and ECAs? (2) what are the findings? and (3) what are the barriers reported in these studies?

METHODS

Separate literature searches were conducted in PubMed, Web of Science, Scopus, and Embase databases by using specific umbrella phrases to target the population (patients with dementia) and the technology-based intervention (embodied conversational agent). Studies that met the inclusion criteria were appraised through the Mixed Methods Appraisal Tool and then discussed in a thematic analysis.

RESULTS

The search process identified 115 records from the databases and study references. After duplicates (n=45) were removed, 70 papers remained for the initial screening. A total of 7 studies were finally included in the qualitative synthesis. A thematic analysis of the reviewed studies identified major themes and subthemes: the research frameworks used to gather users' perspectives on ECAs (theme 1), the insights shared by the 7 studies as well as the value of user involvement in the development phases and the challenge of matching the system functionalities with the users' needs (theme 2), and the main methodological and technical problems faced by each study team (theme 3).

CONCLUSIONS

Our thematic literature analysis shows that the field of ECAs is novel and poorly discussed in the scientific community and that more sophisticated study designs and proofs of efficacy of the approach are required. Therefore, by analyzing the main topic of the narrative review, this study underscores the challenge of synchronizing and harmonizing knowledge, efforts, and challenges in the dementia care field and its person-centered paradigm through the user-centered design approach. Enabling strict collaboration between interdisciplinary research networks, medical scientists, technology developers, patients, and their formal and informal caregivers is still a great challenge in the field of technologies for older adults.

摘要

背景

随着世界人口的迅速老龄化,认知障碍的老年人数量也将增加。多项研究已经确定了痴呆症患者的许多复杂需求,但辅助技术仍无法满足这些需求。最近的趋势导致人们越来越关注使用体现式对话代理(ECA)作为能够通过自然而熟悉的口头和非口头交流与个人进行交互的虚拟实体。ECA 的使用可以提高辅助技术的可及性和接受度,从而满足迄今为止尚未得到充分满足的这些高级需求。

目的

本主题文献分析旨在绘制目前为痴呆症患者设计 ECA 的研究领域,以确定现有的研究趋势和未来需要解决的可能差距。本研究的审查问题如下:(1)使用什么研究框架来研究痴呆症患者与 ECA 之间的交互?(2)有哪些发现?以及(3)这些研究报告了哪些障碍?

方法

通过使用特定的伞形短语针对人群(痴呆症患者)和基于技术的干预措施(体现式对话代理),在 PubMed、Web of Science、Scopus 和 Embase 数据库中分别进行了单独的文献搜索。符合纳入标准的研究通过混合方法评估工具进行评估,然后进行主题分析。

结果

搜索过程从数据库和研究参考文献中确定了 115 条记录。删除重复项(n=45)后,仍有 70 篇论文进行初步筛选。最终共有 7 项研究被纳入定性综合分析。对综述研究进行主题分析确定了主要主题和子主题:用于收集用户对 ECA 看法的研究框架(主题 1)、7 项研究分享的见解以及用户参与开发阶段的价值以及匹配系统功能与用户需求的挑战(主题 2),以及每个研究团队面临的主要方法学和技术问题(主题 3)。

结论

我们的主题文献分析表明,ECA 领域是一个新颖的领域,在科学界讨论得很少,需要更复杂的研究设计和方法来证明该方法的有效性。因此,通过分析叙述性综述的主要主题,本研究强调了通过以用户为中心的设计方法在痴呆症护理领域及其以人为中心的范式中协调和协调知识、努力和挑战的挑战。在老年人技术领域,实现跨学科研究网络、医学科学家、技术开发者、患者及其正式和非正式护理人员的严格合作仍然是一个巨大的挑战。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0109/8325086/0df428ccd9c0/mhealth_v9i7e25381_fig1.jpg

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