Skip to main content
Peer-reviewed Authoritative — Peer-reviewed venues, standards bodies, regulators, official government publications

Generative artificial intelligence addiction is prospectively associated with psychotic-like experiences: Evidence from a two-wave longitudinal mediation and network study

A two-wave longitudinal study of 582 adolescents and young adults testing whether self-reported generative-AI addiction at baseline predicts psychotic-like experiences one month later, and whether information overload and rumination carry the association. Baseline GAI addiction predicted follow-up psychotic-like experiences, rumination mediated the path, and a cross-lagged panel network analysis linked baseline psychotic-like experiences to rumination items at follow-up.

Publisher

Computers in Human Behavior Reports (Elsevier); Southern Medical University; Jilin University of Finance and Economics; South China Normal University

Published

9 Sept 2026

Added

1 month ago

Key Findings

  • Baseline generative-AI addiction was associated with psychotic-like experiences at one-month follow-up (beta = 0.19, p < .001).
  • Rumination was a significant mediator; information overload was not an independent mediator but contributed through a serial path via rumination.
  • Cross-lagged panel network analysis showed baseline psychotic-like experiences relatively strongly associated with rumination-related nodes at the second wave.
  • The authors present this as longitudinal evidence that cognitive processes, particularly rumination, may partly link problematic generative-AI use to psychotic-like experiences.

Methodology Notes

Two-wave longitudinal survey, n = 582 adolescents and young adults (China), one-month interval, self-report scales for GAI addiction, information overload, rumination and psychotic-like experiences; serial mediation models and cross-lagged panel network analysis. Online publication date 2026-09-09 per OpenAlex; Crossref assigns the December 2026 issue. Open access. ScienceDirect blocks automated fetching from this workspace, so the record was built from the OpenAlex deposited abstract and Crossref metadata; full text not read. Short follow-up interval and a single-country student-age sample limit inference; the measure is psychotic-like experiences, not clinical psychosis.

Authors

Siyao Tang, Miao Yu, Xianghui Zhang, Zheng Zhang

Tags

longitudinalpsychotic-like-experiencesruminationgenerative-ai-addictionchinaelsevier

Cite This

APA

Siyao Tang et al. (2026). Generative artificial intelligence addiction is prospectively associated with psychotic-like experiences: Evidence from a two-wave longitudinal mediation and network study. Computers in Human Behavior Reports (Elsevier); Southern Medical University; Jilin University of Finance and Economics; South China Normal University. https://doi.org/10.1016/j.chbr.2026.101301

Related Insights

Preprint

Delusions and Harms Associated with AI Chatbot Use: Early Evidence from 185 Real-World Reports

arXiv (King's College London Institute of Psychiatry, Psychology and Neuroscience; South London and Maudsley NHS Foundation Trust; The Human Line Project) · 7 Sept 2026

Peer-reviewed

Artificial Intelligence at the Boundary of Spiritual Experience and Psychopathology: A Scoping Review of Evidence from Turkiye, the USA, the UK, Poland, South Korea, and Israel

Journal of Religion and Health (Springer); Prince of Songkla University; Universitas Padjadjaran; Universitas Sumatera Utara · 13 Sept 2026

Preprint

AI Psychosis: Does Conversational AI Amplify Delusion-Related Language?

arXiv (University of Illinois Urbana-Champaign); accepted to EMNLP 2026 Main Conference · 20 Mar 2026

Preprint

Beyond Benefit or Risk: Perceived Impact Profiles of Human-AI Affective Interaction and Their Associations with Psychological Functioning

arXiv (Beijing Normal University, Faculty of Psychology; The Ohio State University) · 15 Sept 2026

Peer-reviewed

Initial Psychometric Evaluation of the Problematic Use of Generative Artificial Intelligence Scale Among Chinese School Students

Behavioral Sciences (MDPI); Wenzhou Medical University; The Chinese University of Hong Kong · 28 Sept 2026

Peer-reviewed

Comparing AI chatbot users and non-users in Germany: Reasons for use, addictive AI chatbot use, mental health, and loneliness

Computers in Human Behavior (Elsevier) · 22 Sept 2026

Preprint

A Taxonomy of AI Chatbot Harms in Substance Use Disorder Recovery: Content Analysis of Online Recovery Communities

JMIR Preprints (JMIR Publications) · 23 Sept 2026