• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

医疗保健中聊天机器人的角色、用户、益处和局限性:快速综述。

Roles, Users, Benefits, and Limitations of Chatbots in Health Care: Rapid Review.

机构信息

Department of Family Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada.

Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montreal, QC, Canada.

出版信息

J Med Internet Res. 2024 Jul 23;26:e56930. doi: 10.2196/56930.

DOI:10.2196/56930
PMID:39042446
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11303905/
Abstract

BACKGROUND

Chatbots, or conversational agents, have emerged as significant tools in health care, driven by advancements in artificial intelligence and digital technology. These programs are designed to simulate human conversations, addressing various health care needs. However, no comprehensive synthesis of health care chatbots' roles, users, benefits, and limitations is available to inform future research and application in the field.

OBJECTIVE

This review aims to describe health care chatbots' characteristics, focusing on their diverse roles in the health care pathway, user groups, benefits, and limitations.

METHODS

A rapid review of published literature from 2017 to 2023 was performed with a search strategy developed in collaboration with a health sciences librarian and implemented in the MEDLINE and Embase databases. Primary research studies reporting on chatbot roles or benefits in health care were included. Two reviewers dual-screened the search results. Extracted data on chatbot roles, users, benefits, and limitations were subjected to content analysis.

RESULTS

The review categorized chatbot roles into 2 themes: delivery of remote health services, including patient support, care management, education, skills building, and health behavior promotion, and provision of administrative assistance to health care providers. User groups spanned across patients with chronic conditions as well as patients with cancer; individuals focused on lifestyle improvements; and various demographic groups such as women, families, and older adults. Professionals and students in health care also emerged as significant users, alongside groups seeking mental health support, behavioral change, and educational enhancement. The benefits of health care chatbots were also classified into 2 themes: improvement of health care quality and efficiency and cost-effectiveness in health care delivery. The identified limitations encompassed ethical challenges, medicolegal and safety concerns, technical difficulties, user experience issues, and societal and economic impacts.

CONCLUSIONS

Health care chatbots offer a wide spectrum of applications, potentially impacting various aspects of health care. While they are promising tools for improving health care efficiency and quality, their integration into the health care system must be approached with consideration of their limitations to ensure optimal, safe, and equitable use.

摘要

背景

随着人工智能和数字技术的进步,聊天机器人或会话代理已成为医疗保健领域的重要工具。这些程序旨在模拟人类对话,满足各种医疗保健需求。然而,目前尚无关于医疗保健聊天机器人角色、用户、益处和局限性的综合综述,无法为该领域的未来研究和应用提供信息。

目的

本综述旨在描述医疗保健聊天机器人的特征,重点介绍其在医疗保健途径中的各种角色,用户群体、益处和局限性。

方法

与健康科学图书馆员合作制定并在 MEDLINE 和 Embase 数据库中实施的搜索策略,对 2017 年至 2023 年发表的文献进行了快速综述。纳入了报告医疗保健中聊天机器人角色或益处的原始研究。两名评审员双屏筛选搜索结果。对提取的关于聊天机器人角色、用户、益处和局限性的数据进行内容分析。

结果

综述将聊天机器人角色分为 2 个主题:远程医疗服务的提供,包括患者支持、护理管理、教育、技能建设和健康行为促进,以及为医疗保健提供者提供行政协助。用户群体涵盖患有慢性病的患者以及患有癌症的患者、关注生活方式改善的个体以及女性、家庭和老年人等各种人群。医疗保健专业人员和学生以及寻求心理健康支持、行为改变和教育增强的群体也是重要用户。医疗保健聊天机器人的益处也分为 2 个主题:改善医疗保健质量和效率以及医疗保健提供的成本效益。确定的局限性包括伦理挑战、医学法律和安全问题、技术困难、用户体验问题以及社会和经济影响。

结论

医疗保健聊天机器人提供了广泛的应用,可能会影响医疗保健的各个方面。虽然它们是提高医疗保健效率和质量的有前途的工具,但在将其纳入医疗保健系统时,必须考虑到其局限性,以确保安全、公平地使用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/57ca/11303905/25e1ff0bdc41/jmir_v26i1e56930_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/57ca/11303905/c105c7428cd0/jmir_v26i1e56930_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/57ca/11303905/25e1ff0bdc41/jmir_v26i1e56930_fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/57ca/11303905/c105c7428cd0/jmir_v26i1e56930_fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/57ca/11303905/25e1ff0bdc41/jmir_v26i1e56930_fig2.jpg

相似文献

1
Roles, Users, Benefits, and Limitations of Chatbots in Health Care: Rapid Review.医疗保健中聊天机器人的角色、用户、益处和局限性:快速综述。
J Med Internet Res. 2024 Jul 23;26:e56930. doi: 10.2196/56930.
2
Evaluation of the Current State of Chatbots for Digital Health: Scoping Review.评估数字健康领域的聊天机器人现状:范围综述。
J Med Internet Res. 2023 Dec 19;25:e47217. doi: 10.2196/47217.
3
Artificial Intelligence Chatbot Behavior Change Model for Designing Artificial Intelligence Chatbots to Promote Physical Activity and a Healthy Diet: Viewpoint.人工智能聊天机器人行为改变模型设计人工智能聊天机器人促进身体活动和健康饮食:观点。
J Med Internet Res. 2020 Sep 30;22(9):e22845. doi: 10.2196/22845.
4
Utilization of Self-Diagnosis Health Chatbots in Real-World Settings: Case Study.自我诊断健康聊天机器人在真实环境中的应用:案例研究。
J Med Internet Res. 2021 Jan 6;23(1):e19928. doi: 10.2196/19928.
5
Transforming Health Care Through Chatbots for Medical History-Taking and Future Directions: Comprehensive Systematic Review.通过聊天机器人进行病史采集实现医疗保健变革及未来方向:全面系统综述
JMIR Med Inform. 2024 Aug 29;12:e56628. doi: 10.2196/56628.
6
The Use of Artificial Intelligence-Based Conversational Agents (Chatbots) for Weight Loss: Scoping Review and Practical Recommendations.基于人工智能的对话代理(聊天机器人)在减肥中的应用:范围综述与实用建议。
JMIR Med Inform. 2022 Apr 13;10(4):e32578. doi: 10.2196/32578.
7
Chatbots That Deliver Contraceptive Support: Systematic Review.提供避孕支持的聊天机器人:系统评价。
J Med Internet Res. 2024 Feb 27;26:e46758. doi: 10.2196/46758.
8
A systematic review of artificial intelligence-powered (AI-powered) chatbot intervention for managing chronic illness.人工智能驱动的(AI 驱动)聊天机器人干预管理慢性疾病的系统评价。
Ann Med. 2024 Dec;56(1):2302980. doi: 10.1080/07853890.2024.2302980. Epub 2024 Mar 11.
9
Feasibility and Acceptability of Chatbots for Nutrition and Physical Activity Health Promotion Among Adolescents: Systematic Scoping Review With Adolescent Consultation.青少年营养与身体活动健康促进聊天机器人的可行性与可接受性:包含青少年咨询的系统综述
JMIR Hum Factors. 2023 May 5;10:e43227. doi: 10.2196/43227.
10
Conversational AI and Vaccine Communication: Systematic Review of the Evidence.会话式人工智能与疫苗传播:证据的系统评价。
J Med Internet Res. 2023 Oct 3;25:e42758. doi: 10.2196/42758.

引用本文的文献

1
Artificial intelligence and health empowerment in rural communities and landslide- or avalanche-isolated contexts: real case at a fictitious location.农村社区以及受山体滑坡或雪崩影响地区的人工智能与健康赋能:虚构地点的真实案例
Front Digit Health. 2025 Aug 26;7:1655154. doi: 10.3389/fdgth.2025.1655154. eCollection 2025.
2
Evaluating the Accuracy, Completeness, and Readability of Chatbot Responses to Refractive Surgery-Related Patient Questions: A Comparative Analysis of ChatGPT and Google Gemini.评估聊天机器人对屈光手术相关患者问题回答的准确性、完整性和可读性:ChatGPT与谷歌Gemini的比较分析
Cureus. 2025 Jul 29;17(7):e88980. doi: 10.7759/cureus.88980. eCollection 2025 Jul.
3

本文引用的文献

1
Chatbot Artificial Intelligence for Genetic Cancer Risk Assessment and Counseling: A Systematic Review and Meta-Analysis.聊天机器人人工智能在遗传癌症风险评估和咨询中的应用:系统评价和荟萃分析。
JCO Clin Cancer Inform. 2023 Sep;7:e2300123. doi: 10.1200/CCI.23.00123.
2
Guided versus unguided chatbot-delivered cognitive behavioral intervention for individuals with moderate-risk and problem gambling: A randomized controlled trial (GAMBOT2 study).导览式与非导览式聊天机器人提供的认知行为干预对中风险和问题赌博者的效果:一项随机对照试验(GAMBOT2 研究)。
Addict Behav. 2024 Feb;149:107889. doi: 10.1016/j.addbeh.2023.107889. Epub 2023 Oct 13.
3
Promoting trust and intention to adopt health information generated by ChatGPT among healthcare customers: An empirical study.
促进医疗保健客户对ChatGPT生成的健康信息的信任和采用意愿:一项实证研究。
Digit Health. 2025 Aug 28;11:20552076251374121. doi: 10.1177/20552076251374121. eCollection 2025 Jan-Dec.
4
Measurement, drivers, and outcomes of patient-initiated secure messaging use and intensity: a scoping review.患者发起的安全消息使用情况、驱动因素及结果的测量与强度:一项范围综述
JAMIA Open. 2025 Aug 10;8(4):ooaf087. doi: 10.1093/jamiaopen/ooaf087. eCollection 2025 Aug.
5
Assessing the adherence of large language models to clinical practice guidelines in Chinese medicine: a content analysis.评估大型语言模型对中医临床实践指南的遵循情况:一项内容分析
Front Pharmacol. 2025 Jul 25;16:1649041. doi: 10.3389/fphar.2025.1649041. eCollection 2025.
6
Features of Remote Patient Monitoring Systems That Implement Integrated Care: A Perspective Aligned With Current Challenges for Digital Health Technologies Comment on "Towards A Framework for Implementing Remote Patient Monitoring From an Integrated Care Perspective: A Scoping Review".实施综合护理的远程患者监测系统的特点:与数字健康技术当前挑战相一致的观点 对“从综合护理角度构建远程患者监测框架:一项范围综述”的评论
Int J Health Policy Manag. 2025;14:8724. doi: 10.34172/ijhpm.8724. Epub 2025 Mar 11.
7
Evaluating the Performance of State-of-the-Art Artificial Intelligence Chatbots Based on the WHO Global Guidelines for the Prevention of Surgical Site Infection: Cross-Sectional Study.基于世界卫生组织预防手术部位感染全球指南评估最先进的人工智能聊天机器人的性能:横断面研究
J Med Internet Res. 2025 Jul 31;27:e75567. doi: 10.2196/75567.
8
Bayesian mediation analysis using patient-reported outcomes from AI chatbots to infer causal pathways in clinical trials.使用人工智能聊天机器人的患者报告结局进行贝叶斯中介分析,以推断临床试验中的因果路径。
PLoS One. 2025 Jul 24;20(7):e0326517. doi: 10.1371/journal.pone.0326517. eCollection 2025.
9
Empowering tomorrow's public health researchers and clinicians to develop digital health interventions using chatbots, virtual reality, and other AI technologies.助力未来的公共卫生研究人员和临床医生利用聊天机器人、虚拟现实及其他人工智能技术开发数字健康干预措施。
Front Public Health. 2025 Jul 8;13:1577076. doi: 10.3389/fpubh.2025.1577076. eCollection 2025.
10
Evaluating the Usability of an HIV Prevention Artificial Intelligence Chatbot in Malaysia: National Observational Study.评估马来西亚一款预防艾滋病人工智能聊天机器人的可用性:全国性观察研究。
JMIR Hum Factors. 2025 Jul 15;12:e70034. doi: 10.2196/70034.
Promoting informed approaches in precision oncology and clinical trial participation for Black patients with cancer: Community-engaged development and pilot testing of a digital intervention.
促进癌症黑人患者精准肿瘤学和临床试验参与的知情方法:数字干预措施的社区参与式开发和试点测试。
Cancer. 2024 Oct 15;130 Suppl 20(Suppl 20):3561-3577. doi: 10.1002/cncr.35049. Epub 2023 Oct 13.
4
Conversational AI and Vaccine Communication: Systematic Review of the Evidence.会话式人工智能与疫苗传播:证据的系统评价。
J Med Internet Res. 2023 Oct 3;25:e42758. doi: 10.2196/42758.
5
Factors Influencing the Acceptability, Acceptance, and Adoption of Conversational Agents in Health Care: Integrative Review.影响医疗保健中会话代理的可接受性、接受度和采用的因素:综合回顾。
J Med Internet Res. 2023 Sep 26;25:e46548. doi: 10.2196/46548.
6
A chatbot-delivered intervention for optimizing social media use and reducing perceived isolation among rural-living LGBTQ+ youth: Development, acceptability, usability, satisfaction, and utility.一种通过聊天机器人提供的干预措施,用于优化社交媒体使用并减少农村地区 LGBTQ+ 青年的孤独感:开发、可接受性、可用性、满意度和效用。
Internet Interv. 2023 Sep 9;34:100668. doi: 10.1016/j.invent.2023.100668. eCollection 2023 Dec.
7
Development, Validation, and Usability of the Chatbot ESTOMABOT to Promote Self-care of People With Intestinal Ostomy.用于促进肠造口患者自我护理的聊天机器人ESTOMABOT的开发、验证及可用性
Comput Inform Nurs. 2023 Dec 1;41(12):1037-1045. doi: 10.1097/CIN.0000000000001075.
8
Personalized Medical Terminology Learning Game: Guess the Term.个性化医学术语学习游戏:猜术语。
Games Health J. 2024 Apr;13(2):84-92. doi: 10.1089/g4h.2023.0054. Epub 2023 Sep 12.
9
Implementation of artificial intelligence Chatbot in peritoneal dialysis nursing care: Experience from a Taiwan medical center.人工智能聊天机器人在腹膜透析护理中的应用:来自台湾某医学中心的经验。
Nephrology (Carlton). 2023 Dec;28(12):655-662. doi: 10.1111/nep.14239. Epub 2023 Sep 12.
10
Chatbot-Delivered Online Intervention to Promote Seasonal Influenza Vaccination During the COVID-19 Pandemic: A Randomized Clinical Trial.新冠疫情期间利用聊天机器人在线干预促进季节性流感疫苗接种:一项随机临床试验。
JAMA Netw Open. 2023 Sep 5;6(9):e2332568. doi: 10.1001/jamanetworkopen.2023.32568.