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作为虚拟社会支持来源的人工智能聊天机器人:对孤独和焦虑管理的启示。

Artificial intelligence chatbots as a source of virtual social support: Implications for loneliness and anxiety management.

作者信息

Merrill Kelly, Mikkilineni Sai Datta, Dehnert Marco

机构信息

School of Communication, Film, and Media Studies, University of Cincinnati, Cincinnati, Ohio, USA.

College of Communication & Information Sciences, The University of Alabama, Tuscaloosa, Alabama, USA.

出版信息

Ann N Y Acad Sci. 2025 Jul;1549(1):148-159. doi: 10.1111/nyas.15400. Epub 2025 Jun 26.

Abstract

Loneliness, social isolation, and anxiety affect millions of people across the world. Communication technologies, including artificial intelligence (AI) chatbots, can potentially offer support to those experiencing mental health challenges by providing companionship and support. Specifically, social AI can mimic human interaction, which may help alleviate loneliness and anxiety through person-centered messaging. Despite growing AI usage, there is limited research on the effectiveness of specific message types in this context. Thus, this study employed a 2 (person-centered message: high vs. low) × 2 (context: loneliness vs. anxiety) between-subjects design to test how different supportive messages from social AI chatbots impact subsequent outcomes. Results revealed that high person-centered messages are associated with increased emotional validation. Furthermore, the quality of social support and interpersonal warmth (IW) mediated the relationship between high person-centered messages and emotional validation. Finally, the mediation effect between high person-centered messages and emotional validation via the quality of emotional support was moderated by social presence, but not the mediation effect between high person-centered messages and emotional validation via IW. These results demonstrate the importance of developing social AI chatbots that employ messages high in person-centeredness, as these messages are most important for addressing mental health concerns.

摘要

孤独、社交隔离和焦虑影响着全球数百万人。包括人工智能(AI)聊天机器人在内的通信技术,有可能通过提供陪伴和支持,为那些面临心理健康挑战的人提供帮助。具体而言,社交人工智能可以模仿人类互动,这可能通过以用户为中心的信息传递来帮助减轻孤独感和焦虑感。尽管人工智能的使用日益增加,但在这种背景下,关于特定信息类型有效性的研究却很有限。因此,本研究采用了一种2(以用户为中心的信息:高与低)×2(情境:孤独与焦虑)的组间设计,以测试社交人工智能聊天机器人发出的不同支持性信息如何影响后续结果。结果显示,高度以用户为中心的信息与增强的情感确认相关。此外,社会支持的质量和人际温暖度(IW)在高度以用户为中心的信息与情感确认之间起中介作用。最后,通过情感支持质量在高度以用户为中心的信息与情感确认之间的中介作用受到社交临场感的调节,但通过IW在高度以用户为中心的信息与情感确认之间的中介作用则不受此调节。这些结果证明了开发以高度以用户为中心的信息的社交人工智能聊天机器人的重要性,因为这些信息对于解决心理健康问题最为重要。

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