Interactive Conversational Agents for Perinatal Health: A Mixed Methods Systematic Review.

IF 2.7 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Healthcare Pub Date : 2025-02-08 DOI:10.3390/healthcare13040363
Samira Amil, Sié-Mathieu-Aymar-Romaric Da, James Plaisimond, Geneviève Roch, Maxime Sasseville, Frédéric Bergeron, Marie-Pierre Gagnon
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Abstract

Background: Interactive conversational agents (chatbots) simulate human conversation using natural language processing and artificial intelligence. They enable dynamic interactions and are used in various fields, including education and healthcare. Objective: This systematic review aims to identify and synthesize studies on chatbots for women and expectant parents in the preconception, pregnancy, and postnatal period through 12 months postpartum. Methods: We searched in six electronic bibliographic databases (MEDLINE (Ovid), CINAHL (EBSCO), Embase, Web of Science, Inspec, and IEEE Xplore) using a pre-defined search strategy. We included sources if they focused on women in the preconception period, pregnant women and their partners, mothers, and fathers/coparents of babies up to 12 months old. Two reviewers independently screened studies and all disagreements were resolved by a third reviewer. Two reviewers independently extracted and validated data from the included studies into a standardized form and conducted quality appraisal. Results: Twelve studies met the inclusion criteria. Seven were from the USA, with others from Brazil, South Korea, Singapore, and Japan. The studies reported high user satisfaction, improved health intentions and behaviors, increased knowledge, and better prevention of preconception risks. Chatbots also facilitated access to health information and interactions with health professionals. Conclusion: We provide an overview of interactive conversational agents used in the perinatal period and their applications. Digital interventions using interactive conversational agents have a positive impact on knowledge, behaviors, attitudes, and the use of health services. Interventions using interactive conversational agents may be more effective than those using methods such as individual or group face-to-face delivery.

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围产期健康的交互式会话代理:混合方法系统综述。
背景:交互式会话代理(聊天机器人)使用自然语言处理和人工智能模拟人类对话。它们支持动态交互,并用于各个领域,包括教育和医疗保健。目的:本系统综述旨在识别和综合女性和准父母在孕前、孕期、产后至产后12个月期间的聊天机器人研究。方法:采用预先设定的检索策略,对MEDLINE (Ovid)、CINAHL (EBSCO)、Embase、Web of Science、Inspec和IEEE Xplore等6个电子书目数据库进行检索。如果资料来源集中在孕前妇女、孕妇及其伴侣、母亲、父亲/ 12个月以下婴儿的父母,我们就会纳入资料来源。两位审稿人独立筛选研究,所有分歧由第三位审稿人解决。两名审稿人独立地从纳入的研究中提取和验证数据,并将其转化为标准化形式,并进行质量评估。结果:12项研究符合纳入标准。其中7人来自美国,其他来自巴西、韩国、新加坡和日本。这些研究报告了较高的用户满意度,改善了健康意愿和行为,增加了知识,并更好地预防了孕前风险。聊天机器人还促进了获取卫生信息和与卫生专业人员的互动。结论:我们提供了在围产期及其应用中使用的交互式会话代理的概述。使用交互式对话代理的数字干预措施对知识、行为、态度和卫生服务的使用产生积极影响。使用交互式会话代理的干预可能比使用个人或团体面对面交付等方法更有效。
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来源期刊
Healthcare
Healthcare Medicine-Health Policy
CiteScore
3.50
自引率
7.10%
发文量
0
审稿时长
47 days
期刊介绍: Healthcare (ISSN 2227-9032) is an international, peer-reviewed, open access journal (free for readers), which publishes original theoretical and empirical work in the interdisciplinary area of all aspects of medicine and health care research. Healthcare publishes Original Research Articles, Reviews, Case Reports, Research Notes and Short Communications. We encourage researchers to publish their experimental and theoretical results in as much detail as possible. For theoretical papers, full details of proofs must be provided so that the results can be checked; for experimental papers, full experimental details must be provided so that the results can be reproduced. Additionally, electronic files or software regarding the full details of the calculations, experimental procedure, etc., can be deposited along with the publication as “Supplementary Material”.
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