Suppr超能文献

基于对话代理的电子健康干预的用户体验和潜在健康影响:一项观察性队列研究方案

User Experience and Potential Health Effects of a Conversational Agent-Based Electronic Health Intervention: Protocol for an Observational Cohort Study.

作者信息

Hurmuz Marian Z M, Jansen-Kosterink Stephanie M, Op den Akker Harm, Hermens Hermie J

机构信息

eHealth Group, Roessingh Research and Development, Enschede, Netherlands.

Biomedical Signals and Systems Group, Faculty of Electrical Engineering, Mathematics and Computer Science, University of Twente, Enschede, Netherlands.

出版信息

JMIR Res Protoc. 2020 Apr 3;9(4):e16641. doi: 10.2196/16641.

Abstract

BACKGROUND

While the average human life expectancy has increased remarkably, the length of life with chronic conditions has also increased. To limit the occurrence of chronic conditions and comorbidities, it is important to adopt a healthy lifestyle. Within the European project "Council of Coaches," a personalized coaching platform was developed that supports developing and maintaining a healthy lifestyle.

OBJECTIVE

The primary aim of this study is to assess the user experience with and the use and potential health effects of a fully working Council of Coaches system implemented in a real-world setting among the target population, specifically older adults or adults with type 2 diabetes mellitus or chronic pain.

METHODS

An observational cohort study with a pretest-posttest design will be conducted. The study population will be a dynamic cohort consisting of older adults, aged ≥55 years, as well as adults aged ≥18 years with type 2 diabetes mellitus or chronic pain. Each participant will interact in a fully automated manner with Council of Coaches for 5 to 9 weeks. The primary outcomes are user experience, use of the program, and potential effects (health-related factors). Secondary outcomes include demographics, applicability of the virtual coaches, and user interaction with the virtual coaches.

RESULTS

Recruitment started in December 2019 and is conducted through mass mailing, snowball sampling, and advertisements in newspapers and social media. This study is expected to conclude in August 2020.

CONCLUSIONS

The results of this study will either confirm or reject the hypothesis that a group of virtual embodied conversational coaches can keep users engaged over several weeks of interaction and contribute to positive health outcomes.

TRIAL REGISTRATION

The Netherlands Trial Register: NL7911; https://www.trialregister.nl/trial/7911.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/16641.

摘要

背景

虽然人类平均预期寿命显著提高,但患有慢性病的寿命也有所增加。为了限制慢性病和合并症的发生,采取健康的生活方式很重要。在欧洲项目“教练理事会”中,开发了一个个性化的教练平台,以支持培养和维持健康的生活方式。

目的

本研究的主要目的是评估在现实环境中针对目标人群(特别是老年人或患有2型糖尿病或慢性疼痛的成年人)实施的全面运行的教练理事会系统的用户体验、使用情况及其潜在的健康影响。

方法

将进行一项采用前测-后测设计的观察性队列研究。研究人群将是一个动态队列,包括年龄≥55岁的老年人以及年龄≥18岁患有2型糖尿病或慢性疼痛的成年人。每位参与者将以完全自动化的方式与教练理事会互动5至9周。主要结果是用户体验、项目使用情况以及潜在影响(与健康相关的因素)。次要结果包括人口统计学特征、虚拟教练的适用性以及用户与虚拟教练的互动情况。

结果

招募工作于2019年12月开始,通过群发邮件、滚雪球抽样以及在报纸和社交媒体上刊登广告的方式进行。本研究预计于2020年8月结束。

结论

本研究结果将证实或否定这样一个假设,即一组虚拟化身对话教练能够在数周的互动中让用户保持参与,并有助于实现积极的健康结果。

试验注册

荷兰试验注册库:NL7911;https://www.trialregister.nl/trial/7911。

国际注册报告识别码(IRRID):PRR1-10.2196/16641。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7cb0/7165305/6e1a1ef70e7b/resprot_v9i4e16641_fig1.jpg

相似文献

2
Evaluation of a virtual coaching system eHealth intervention: A mixed methods observational cohort study in the Netherlands.
Internet Interv. 2022 Feb 5;27:100501. doi: 10.1016/j.invent.2022.100501. eCollection 2022 Mar.
3
Assistive Conversational Agent for Health Coaching: A Validation Study.
Methods Inf Med. 2019 Jun;58(1):9-23. doi: 10.1055/s-0039-1688757. Epub 2019 May 22.
10
Automatic topic selection for long-term interaction with embodied conversational agents in health coaching: A micro-randomized trial.
Internet Interv. 2022 Feb 6;27:100502. doi: 10.1016/j.invent.2022.100502. eCollection 2022 Mar.

引用本文的文献

2
Rapid Review on the Concept of Positive Health and Its Implementation in Practice.
Healthcare (Basel). 2024 Mar 16;12(6):671. doi: 10.3390/healthcare12060671.
4
Automatic topic selection for long-term interaction with embodied conversational agents in health coaching: A micro-randomized trial.
Internet Interv. 2022 Feb 6;27:100502. doi: 10.1016/j.invent.2022.100502. eCollection 2022 Mar.
5
Evaluation of a virtual coaching system eHealth intervention: A mixed methods observational cohort study in the Netherlands.
Internet Interv. 2022 Feb 5;27:100501. doi: 10.1016/j.invent.2022.100501. eCollection 2022 Mar.
6
A Review of Virtual Coaching Systems in Healthcare: Closing the Loop With Real-Time Feedback.
Front Digit Health. 2020 Sep 30;2:567502. doi: 10.3389/fdgth.2020.567502. eCollection 2020.

本文引用的文献

2
Assessing usability of eHealth technology: A comparison of usability benchmarking instruments.
Int J Med Inform. 2019 Aug;128:24-31. doi: 10.1016/j.ijmedinf.2019.05.001. Epub 2019 May 5.
3
Development and validation of the Working Alliance Inventory Dutch version for use in rehabilitation setting.
Physiother Theory Pract. 2019 Dec;35(12):1292-1303. doi: 10.1080/09593985.2018.1471112. Epub 2018 May 7.
5
6
Why is changing health-related behaviour so difficult?
Public Health. 2016 Jul;136:109-16. doi: 10.1016/j.puhe.2016.03.030. Epub 2016 May 13.
9
Health in an ageing world--what do we know?
Lancet. 2015 Feb 7;385(9967):484-6. doi: 10.1016/S0140-6736(14)61597-X. Epub 2014 Nov 6.
10
Global life expectancy has risen, reports WHO.
BMJ. 2014 May 16;348:g3369. doi: 10.1136/bmj.g3369.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验