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利用设计科学和人工智能改善健康传播:ChronologyMD 案例分析。

Using design science and artificial intelligence to improve health communication: ChronologyMD case example.

机构信息

School of Public Health, University of California, Berkeley, USA.

出版信息

Patient Educ Couns. 2013 Aug;92(2):211-7. doi: 10.1016/j.pec.2013.04.006. Epub 2013 May 29.

Abstract

OBJECTIVE

This paper describes how design science theory and methods and use of artificial intelligence (AI) components can improve the effectiveness of health communication.

METHODS

We identified key weaknesses of traditional health communication and features of more successful eHealth/AI communication. We examined characteristics of the design science paradigm and the value of its user-centered methods to develop eHealth/AI communication. We analyzed a case example of the participatory design of AI components in the ChronologyMD project intended to improve management of Crohn's disease.

RESULTS

eHealth/AI communication created with user-centered design shows improved relevance to users' needs for personalized, timely and interactive communication and is associated with better health outcomes than traditional approaches. Participatory design was essential to develop ChronologyMD system architecture and software applications that benefitted patients.

CONCLUSION

AI components can greatly improve eHealth/AI communication, if designed with the intended audiences. Design science theory and its iterative, participatory methods linked with traditional health communication theory and methods can create effective AI health communication.

PRACTICE IMPLICATIONS

eHealth/AI communication researchers, developers and practitioners can benefit from a holistic approach that draws from theory and methods in both design sciences and also human and social sciences to create successful AI health communication.

摘要

目的

本文介绍了设计科学理论和方法以及人工智能 (AI) 组件的使用如何提高健康传播的效果。

方法

我们确定了传统健康传播的关键弱点和更成功的电子健康/人工智能传播的特点。我们研究了设计科学范式的特点及其用户为中心的方法的价值,以开发电子健康/人工智能传播。我们分析了 ChronologyMD 项目中人工智能组件的参与式设计案例,旨在改善克罗恩病的管理。

结果

采用用户为中心设计创建的电子健康/人工智能传播,在满足用户对个性化、及时和互动交流的需求方面显示出了更好的相关性,并且与传统方法相比,其健康结果也更好。参与式设计对于开发 ChronologyMD 系统架构和软件应用程序至关重要,这些应用程序使患者受益。

结论

如果为目标受众设计,人工智能组件可以极大地改善电子健康/人工智能传播。设计科学理论及其迭代、参与式方法与传统健康传播理论和方法相结合,可以创建有效的人工智能健康传播。

实践意义

电子健康/人工智能传播的研究人员、开发人员和从业人员可以从综合方法中受益,该方法借鉴设计科学以及人文和社会科学的理论和方法,以创建成功的人工智能健康传播。

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