Navigating relationships with GenAI chatbots: User attitudes, acceptability, and potential

Laura M. Vowels , Rachel R.R. Francois-Walcott , Maëlle Grandjean , Joëlle Darwiche , Matthew J. Vowels
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Abstract

Despite the growing adoption of GenAI chatbots in health and well-being contexts, little is known about public attitudes toward their use for relationship support or the factors shaping acceptance and effectiveness. This study aims to address the research gap across three studies. Study 1 involved five focus groups with 30 young people to gauge general attitudes toward GenAI chatbots in relationship contexts. Study 2 evaluated user experiences during a single relationship intervention session with 20 participants. Study 3 quantitatively measured changes in attitudes toward GenAI chatbots and online interventions among 260 participants, assessed before, immediately after, and two weeks following their interaction with a GenAI chatbot or a writing task. Three main themes emerged in Studies 1 and 2: Accessible First-Line Treatment, Artificial Advice for Human Connection, and Internet Archive. Additionally, Study 1 revealed themes of Privacy vs. Openness and Are We in a Black Mirror Episode?, while Study 2 uncovered themes of Exceeding Expectations and Supporting Neurodivergence. The Study 3 results indicated that GenAI chatbot interactions led to reduced effort expectancy and short-term effects in increased acceptance and decreased objections to GenAI chatbots, though these effects were not sustained at a two-week follow-up. Both intervention types improved general attitudes toward online interventions, suggesting that exposure can enhance the uptake of digital health tools. This research underscores the evolving role of GenAI chatbots in augmenting therapeutic practices, highlighting their potential for personalized, accessible, and effective relationship interventions in the digital age.
导航与GenAI聊天机器人的关系:用户态度、可接受性和潜力
尽管GenAI聊天机器人在健康和幸福环境中的应用越来越多,但公众对使用它们来支持关系的态度或影响接受度和有效性的因素知之甚少。本研究旨在解决三个研究之间的研究差距。研究1涉及5个30名年轻人的焦点小组,以评估在恋爱环境中对GenAI聊天机器人的普遍态度。研究2评估了20名参与者在单一关系干预阶段的用户体验。研究3定量测量了260名参与者对GenAI聊天机器人和在线干预的态度变化,评估了他们在与GenAI聊天机器人或写作任务互动之前、之后和两周后的态度变化。研究1和研究2中出现了三个主要主题:无障碍一线治疗、人际关系的人工建议和互联网档案。此外,研究1揭示了隐私与开放和我们是否处于黑镜情节的主题?,而研究2揭示了超出预期和支持神经分化的主题。研究3的结果表明,GenAI聊天机器人的互动降低了工作量预期,并在短期内增加了对GenAI聊天机器人的接受度和反对度,尽管这些影响在两周的随访中并未持续。这两种干预措施都改善了人们对在线干预措施的普遍态度,这表明接触在线干预措施可以提高对数字健康工具的接受程度。这项研究强调了GenAI聊天机器人在增强治疗实践方面不断发展的作用,强调了它们在数字时代个性化、可访问和有效的关系干预方面的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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