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RACares:基于系统综述指导移动健康关系代理开发的概念设计。

RACares: a conceptual design to guide mHealth relational agent development based on a systematic review.

作者信息

Islam Ashraful, Chaudhry Beenish Moalla, Islam Aminul

机构信息

Center for Computational and Data Sciences, Independent University Bangladesh, Dhaka, Bangladesh.

Department of Computer Science and Engineering, Independent University Bangladesh, Dhaka, Bangladesh.

出版信息

Mhealth. 2024 Jan 8;10:11. doi: 10.21037/mhealth-23-46. eCollection 2024.

Abstract

BACKGROUND

A relational agent (RA) is a digital tool tailored to communicate with users, aiming to establish a sense of social ease and emotional bond, particularly focusing on their health and well-being concerns. A mobile health (mHealth) RA is particularly crafted to communicate with users within their mobile devices. As healthcare becomes increasingly digital, these mHealth RAs can serve as personal health assistants, e.g., guiding users through medical regimens, offering reminders for medication, providing emotional support during health crises, or even aiding in mental well-being exercises. Their accessibility, especially for those in remote areas, can bridge the gap between patients and immediate health assistance, revolutionizing the way healthcare is approached and delivered.

METHODS

In this paper, our primary focus is introducing a conceptual design for mHealth RAs with the aim of enhanced user engagement, personalized health interventions, consistent support, data collection and monitoring, and enhanced multimodal accessibility. To develop this conceptual design, we employed an inductive approach. This involved conducting a qualitative analysis on data gathered from a systematic literature review of RAs. Consequently, this analysis allowed us to identify a taxonomy of key design features essential for RAs.

RESULTS

This paper provides a conceptual design of mHealth RAs which includes five stages: user input receiving stage, input processing stage, data analysis stage, output processing stage, and output generation stage. A stage is a logical assembly of interconnected functionalities (components) that work together to accomplish a certain objective or set of goals. Each stage's outputs are used as inputs in the stages that follow after it. There is also a Data and Personalization Controller for aiding the data analysis stage. The stages are logically arranged one after another as follows: input, process, analysis, and output.

CONCLUSIONS

The conceptual design aims to create RAs for various mHealth applications, including patient education, mental health counseling, and chronic disease management. This design is crucial in digital health research as it enhances patient-RA interactions, potentially improving health outcomes and experiences in non-life-threatening scenarios where RAs can be an alternative to human healthcare professionals (HCPs).

摘要

背景

关系代理(RA)是一种为与用户沟通而量身定制的数字工具,旨在营造社交舒适感和情感纽带,尤其关注用户的健康和幸福问题。移动健康(mHealth)关系代理经过专门设计,可在用户的移动设备内与他们进行沟通。随着医疗保健日益数字化,这些移动健康关系代理可以充当个人健康助手,例如指导用户遵循医疗方案、提供用药提醒、在健康危机期间提供情感支持,甚至协助进行心理健康锻炼。它们的可及性,特别是对于偏远地区的人们来说,可以弥合患者与即时医疗援助之间的差距,彻底改变医疗保健的提供方式。

方法

在本文中,我们主要关注介绍移动健康关系代理的概念设计,目的是增强用户参与度、实现个性化健康干预、提供持续支持、进行数据收集和监测以及提高多模式可及性。为了开发这个概念设计,我们采用了归纳法。这包括对从关系代理的系统文献综述中收集的数据进行定性分析。因此,这种分析使我们能够确定关系代理必不可少的关键设计特征分类。

结果

本文提供了移动健康关系代理的概念设计,包括五个阶段:用户输入接收阶段、输入处理阶段、数据分析阶段、输出处理阶段和输出生成阶段。一个阶段是相互关联的功能(组件)的逻辑组合,这些功能共同协作以实现某个目标或一组目标。每个阶段的输出用作后续阶段的输入。还有一个数据和个性化控制器来辅助数据分析阶段。这些阶段按逻辑顺序依次排列如下:输入、处理、分析和输出。

结论

该概念设计旨在为各种移动健康应用创建关系代理,包括患者教育、心理健康咨询和慢性病管理。这种设计在数字健康研究中至关重要,因为它增强了患者与关系代理的互动,有可能在非危及生命的场景中改善健康结果和体验,在这些场景中关系代理可以替代人类医疗保健专业人员(HCP)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed37/10839507/b709e48ce40d/mh-10-23-46-f1.jpg

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