使用数字对话代理(聊天机器人)进行育儿干预的可行性和可接受性:系统回顾。

IF 2.1 Q2 PEDIATRICS JMIR Pediatrics and Parenting Pub Date : 2024-10-07 DOI:10.2196/55726
Max C Klapow, Andrew Rosenblatt, Jamie Lachman, Frances Gardner
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引用次数: 0

摘要

背景:育儿干预对于促进家庭幸福、减少针对儿童的暴力和改善儿童发展成果至关重要;然而,推广这些计划仍是一项挑战。之前的综述描述了其他更强大的数字育儿干预形式(如通过网络、移动应用程序和视频会议)的可行性、可接受性和有效性。最近,聊天机器人技术作为一种可能的模式出现,可用于调整育儿计划并将其提供给更多的人群(例如,终身健康育儿、不可思议的岁月和三重育儿):本研究旨在回顾使用聊天机器人提供育儿干预的证据,并评估实施的可行性、这些干预的可接受性以及初步结果:本综述对数据库进行了全面检索,包括 Web of Science、MEDLINE、Scopus、ProQuest 和 Cochrane Central Register of Controlled Trials。检索时使用了《Cochrane 干预措施系统性综述手册》和 PRISMA(系统性综述和 Meta 分析首选报告项目)指南。符合条件的研究以 0 至 18 岁儿童的父母为对象;通过互联网、移动应用程序或短信等数字平台使用聊天机器人;通过养育子女改善家庭福祉。研究还包括实施措施、可接受性以及任何已报告的初步有效性措施:在 1766 项初步结果中,有 10 项研究符合纳入标准。纳入的研究主要在高收入国家进行(8/10,80%),显示出较高的平均保留率(72.8%),并报告了较高的可接受性(10/10,100%)。然而,由于在干预措施、测量方法和研究质量方面存在明显的异质性,因此有必要进行谨慎的解释。报告偏差、参与度测量方法的操作性不明确以及平台限制被认为是解释研究结果的限制因素:这是第一项对聊天机器人实施育儿计划的可行性和可接受性进行审查的研究。虽然初步证据表明聊天机器人可用于实施育儿计划,但进一步的研究、标准化报告和扩大有效性测试的规模对于充分发挥聊天机器人在促进家庭幸福方面的益处至关重要。
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The Feasibility and Acceptability of Using a Digital Conversational Agent (Chatbot) for Delivering Parenting Interventions: Systematic Review.

Background: Parenting interventions are crucial for promoting family well-being, reducing violence against children, and improving child development outcomes; however, scaling these programs remains a challenge. Prior reviews have characterized the feasibility, acceptability, and effectiveness of other more robust forms of digital parenting interventions (eg, via the web, mobile apps, and videoconferencing). Recently, chatbot technology has emerged as a possible mode for adapting and delivering parenting programs to larger populations (eg, Parenting for Lifelong Health, Incredible Years, and Triple P Parenting).

Objective: This study aims to review the evidence of using chatbots to deliver parenting interventions and assess the feasibility of implementation, acceptability of these interventions, and preliminary outcomes.

Methods: This review conducted a comprehensive search of databases, including Web of Science, MEDLINE, Scopus, ProQuest, and Cochrane Central Register of Controlled Trials. Cochrane Handbook for Systematic Review of Interventions and PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines were used to conduct the search. Eligible studies targeted parents of children aged 0 to 18 years; used chatbots via digital platforms, such as the internet, mobile apps, or SMS text messaging; and targeted improving family well-being through parenting. Implementation measures, acceptability, and any reported preliminary measures of effectiveness were included.

Results: Of the 1766 initial results, 10 studies met the inclusion criteria. The included studies, primarily conducted in high-income countries (8/10, 80%), demonstrated a high mean retention rate (72.8%) and reported high acceptability (10/10, 100%). However, significant heterogeneity in interventions, measurement methods, and study quality necessitate cautious interpretation. Reporting bias, lack of clarity in the operationalization of engagement measures, and platform limitations were identified as limiting factors in interpreting findings.

Conclusions: This is the first study to review the implementation feasibility and acceptability of chatbots for delivering parenting programs. While preliminary evidence suggests that chatbots can be used to deliver parenting programs, further research, standardization of reporting, and scaling up of effectiveness testing are critical to harness the full benefits of chatbots for promoting family well-being.

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来源期刊
JMIR Pediatrics and Parenting
JMIR Pediatrics and Parenting Medicine-Pediatrics, Perinatology and Child Health
CiteScore
5.00
自引率
5.40%
发文量
62
审稿时长
12 weeks
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