Vanhée Loïs, Andersson Gerhard, Garcia Danilo, Sikström Sverker
Department of Computing Sciences, Umeå University, Sweden.
The Norwegian College of Fishery Science, UiT The Arctic University of Norway, Norway.
Appl Psychol Health Well Being. 2025 May;17(2):e70033. doi: 10.1111/aphw.70033.
Recent years have seen a sharply rising interest in the scientific area dedicated to the study of the use of Artificial Intelligence (AI) for Cognitive Behavioral Therapy (CBT) research and applications (AI4CBT for brevity). Yet, little is known about how this interest is realized and hence the overall status, prospects, and possible challenges of AI4CBT as a field (e.g. breadth of the field, key topics and methods, key producing countries/institutions/authors, interdisciplinary grounding). This paper addresses this gap by developing a broad-spectrum bibliometric analysis towards acquiring a comprehensive overview of the AI4CBT field. Four key dimensions are analyzed (productivity, producers, productions, and contents) along the array of bibliographic metrics, including production trends over time, leading contributors at various levels, co-authorship, citation, and keywords co-occurrence networks, publication formats, key venues, methodological trends, and disciplinary assessment. The paper concludes by framing the status of AI4CBT as a scientific field, allowing to tie it to scientific and applicative challenges and opportunities that AI4CBT may encounter and offer as it further develops.
近年来,致力于研究将人工智能(AI)用于认知行为疗法(CBT)研究与应用(简称为AI4CBT)的科学领域受到的关注急剧增加。然而,对于这种关注是如何实现的,以及AI4CBT作为一个领域的整体现状、前景和可能面临的挑战(例如该领域的广度、关键主题和方法、主要产出国家/机构/作者、跨学科基础),人们却知之甚少。本文通过开展广泛的文献计量分析来填补这一空白,以全面了解AI4CBT领域。沿着一系列文献计量指标分析了四个关键维度(生产力、生产者、产出和内容),包括随时间的产出趋势、各级主要贡献者、共同作者关系、引用情况以及关键词共现网络、出版格式、关键期刊、方法学趋势和学科评估。本文最后阐述了AI4CBT作为一个科学领域的现状,以便将其与AI4CBT在进一步发展过程中可能遇到和提供的科学及应用方面的挑战与机遇联系起来。