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支持孕妇和产后妇女心理健康需求的聊天机器人(家长时刻):设计与试点研究

Chatbot to Support the Mental Health Needs of Pregnant and Postpartum Women (Moment for Parents): Design and Pilot Study.

作者信息

McAlister Kelsey, Baez Lara, Huberty Jennifer, Kerppola Marianna

机构信息

Fit Minded Inc, 14848 N 46th Place, Phoenix, AZ, 85032, United States, 1 (602) 935-6986.

Poisera Inc (dba Moment for Parents), Ann Arbor, MI, United States.

出版信息

JMIR Form Res. 2025 Apr 8;9:e72469. doi: 10.2196/72469.

Abstract

BACKGROUND

Maternal mental health disorders are prevalent, yet many individuals do not receive adequate support due to stigma, financial constraints, and limited access to care. Digital interventions, particularly chatbots, have the potential to provide scalable, low-cost support, but few are tailored specifically to the needs of perinatal individuals.

OBJECTIVE

This study aimed to (1) design and develop Moment for Parents, a tailored chatbot for perinatal mental health education and support, and (2) assess usability through engagement, usage patterns, and user experience.

METHODS

This study used a human-centered design to develop Moment for Parents, a rules-based chatbot to support pregnant and postpartum individuals. In phase 1, ethnographic interviews (n=43) explored user needs to inform chatbot development. In phase 2, a total of 108 pregnant and postpartum individuals were recruited to participate in a pilot test and had unrestricted access to the chatbot. Engagement was tracked over 8 months to assess usage patterns and re-engagement rates. After 1 month, participants completed a usability, relevance, and satisfaction survey, providing key insights for refining the chatbot.

RESULTS

Key themes that came from the ethnographic interviews in phase 1 included the need for trusted resources, emotional support, and better mental health guidance. These insights informed chatbot content, including mood-based exercises and coping strategies. Re-engagement was high (69/108, 63.9%), meaning users who had stopped interacting for at least 1 week returned to the chatbot at least once. A large proportion (28/69, 40.6%) re-engaged 3 or more times. Overall, 28/30 (93.3%) found the chatbot relevant for them, though some noted repetitive content and limited response options.

CONCLUSIONS

The Moment for Parents chatbot successfully engaged pregnant and postpartum individuals with higher-than-typical retention and re-engagement patterns. The findings underscore the importance of flexible, mood-based digital support tailored to perinatal needs. Future research should examine how intermittent chatbot use influences mental health outcomes and refine content delivery to enhance long-term engagement and effectiveness.

摘要

背景

孕产妇心理健康障碍很常见,但由于耻辱感、经济限制和获得护理的机会有限,许多人没有得到足够的支持。数字干预措施,特别是聊天机器人,有潜力提供可扩展的低成本支持,但很少有专门针对围产期人群的需求进行定制。

目的

本研究旨在(1)设计并开发“父母时刻”,这是一款为围产期心理健康教育和支持量身定制的聊天机器人,(2)通过参与度、使用模式和用户体验来评估其可用性。

方法

本研究采用以用户为中心的设计来开发“父母时刻”,这是一个基于规则的聊天机器人,用于支持孕妇和产后女性。在第一阶段,进行了人种学访谈(n = 43),以探索用户需求,为聊天机器人的开发提供信息。在第二阶段,共招募了108名孕妇和产后女性参与试点测试,她们可以不受限制地使用聊天机器人。在8个月内跟踪参与度,以评估使用模式和重新参与率。1个月后,参与者完成了一项关于可用性、相关性和满意度的调查,为优化聊天机器人提供了关键见解。

结果

第一阶段人种学访谈得出的关键主题包括对可靠资源、情感支持和更好的心理健康指导的需求。这些见解为聊天机器人的内容提供了信息,包括基于情绪的练习和应对策略。重新参与率很高(69/108,63.9%),这意味着那些至少停止互动1周的用户至少返回聊天机器人一次。很大一部分(28/69,40.6%)用户重新参与了3次或更多次。总体而言,28/30(93.3%)的人认为聊天机器人与他们相关,不过有些人指出内容重复且回复选项有限。

结论

“父母时刻”聊天机器人成功地吸引了孕妇和产后女性,其留存率和重新参与率高于一般水平。研究结果强调了根据围产期需求定制灵活的、基于情绪的数字支持的重要性。未来的研究应探讨间歇性使用聊天机器人如何影响心理健康结果,并优化内容传递以提高长期参与度和有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86eb/11999380/d43ff70dcf5b/formative-v9-e72469-g001.jpg

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