The efficacy of incorporating Artificial Intelligence (AI) chatbots in brief gratitude and self-affirmation interventions: Evidence from two exploratory experiments

Jing Wen Hung , Andree Hartanto , Adalia Y.H. Goh , Zoey K.Y. Eun , K.T.A. Sandeeshwara Kasturiratna , Zhi Xuan Lee , Nadyanna M. Majeed
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Abstract

Numerous studies have demonstrated that positive psychology interventions, including brief interventions, can significantly improve well-being outcomes. These findings are particularly important given that many of these interventions are brief and self-administered, making them both accessible and scalable for large populations. However, the efficacy of positive psychology interventions is often constrained by small effect sizes. In light of advancements in generative Artificial Intelligence (AI), this study explored whether integrating AI chatbots into positive psychology interventions could enhance their efficacy compared to traditional self-administered approaches. Study 1 examined the efficacy of a gratitude intervention delivered through Snapchat's My AI, while Study 2 evaluated a self-affirmation intervention integrated with a customized ChatGPT. Both studies employed within-subject experimental designs. Contrary to our hypotheses, the integration of AI did not yield incremental improvements in gratitude outcomes (Study 1), or self-view outcomes (Study 2) compared to existing non-AI interventions. However, exploratory analyses revealed that the AI-integrated self-affirmation intervention significantly enhanced life satisfaction and medium-arousal positive affect, suggesting potential benefits for selected well-being outcomes. These findings indicate that while AI integration in brief, self-administered positive psychology interventions may enhance certain outcomes, its suitability varies across intervention types. Further research is needed to better understand the contexts in which AI can effectively augment positive psychology interventions.
将人工智能(AI)聊天机器人纳入简短的感恩和自我肯定干预的功效:来自两个探索性实验的证据
许多研究表明,积极心理学干预,包括简短的干预,可以显著提高幸福感。这些发现尤其重要,因为许多这些干预措施是简短的和自我管理的,使它们既可获得又可扩展到大量人群。然而,积极心理学干预的效果往往受到小效应量的限制。鉴于生成式人工智能(AI)的进步,本研究探讨了与传统的自我管理方法相比,将AI聊天机器人整合到积极心理学干预中是否可以提高其疗效。研究1检查了通过Snapchat的My AI提供的感恩干预的效果,而研究2评估了与定制ChatGPT相结合的自我肯定干预。两项研究都采用了受试者内实验设计。与我们的假设相反,与现有的非人工智能干预相比,人工智能的整合并没有在感恩结果(研究1)或自我看法结果(研究2)方面产生渐进式的改善。然而,探索性分析显示,人工智能集成的自我肯定干预显着提高了生活满意度和中等唤醒的积极影响,表明对选定的幸福结果有潜在的好处。这些发现表明,虽然人工智能整合、自我管理的积极心理学干预可能会提高某些结果,但其适用性因干预类型而异。需要进一步的研究来更好地理解人工智能可以有效地增强积极心理学干预的背景。
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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