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The AI Genie Phenomenon and Three Types of AI Chatbot Addiction: Escapist Roleplays, Pseudosocial Companions, and Epistemic Rabbit Holes
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“In addition, concerns have been raised about the possibility of addiction to social chatbots, including by users who report experiencing addiction (Shen et al., 2026).”
From How Do Fans Use AI Social Chatbots? A Multi-Method Exploration of Fan Accounts (2026) · cites this paper as Shen et al., 2026
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A simple method to assess and report thematic saturation in qualitative research
Guest, G., Namey, E., & Chen, M. (2020) · PLOS ONE · doi:10.1371/journal.pone.0232076 · Cited by 2,929
Demirci, K., Akgönül, M., & Akpinar, A. (2015) · Journal of Behavioral Addictions · doi:10.1556/2006.4.2015.010 · Cited by 1,529 · cited 2×
“Technology addictions have adverse impacts such as social withdrawals, job loss, poorer mental health, and sleep issues [16, 31].”
InfluentialOnline Social Network Site Addiction: A Comprehensive Review
Andreassen, C. S. (2015) · Current Addiction Reports · doi:10.1007/s40429-015-0056-9 · Cited by 1,212
Griffiths, M., & University of Plymouth (1995) · Clinical Psychology Forum · doi:10.53841/bpscpf.1995.1.76.14 · Cited by 443
Behavioral Addictions: An Overview
Karim, R., & Chaudhri, P. (2012) · Journal of Psychoactive Drugs · doi:10.1080/02791072.2012.662859 · Cited by 239 · cited 1×
“Addictive behaviours often begin with intentional, directed, or casual use, but can escalate into compulsive, dependent patterns through repeated reinforcement of reward pathways [58, 60].”
Exploring the mechanism of social media addiction: an empirical study from WeChat users
Cao, X., Gong, M., Yu, L., & Dai, B. (2020) · Internet Research · doi:10.1108/intr-08-2019-0347 · Cited by 158
Zhang, R., Li, H., Meng, H., Zhan, J., Gan, H., & Lee, Y.-C. (2025) · Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3713429 · Cited by 123
The Development and Validation of an Artificial Intelligence Chatbot Dependence Scale
Zhang, X., Yin, M., Zhang, M., Li, Z., & Li, H. (2025) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2024.0240 · Cited by 52
Understanding Teen Overreliance on AI Companion Chatbots Through Self-Reported Reddit Narratives
Namvarpour, M. (., Brofsky, B., Medina, J. Y., Akter, M., & Razi, A. (2026) · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3772318.3790597 · Cited by 24
Zhang, X., Li, H., Yin, M., Zhang, M., Li, Z., & Chen, Z. (2026) · International Journal of Human–Computer Interaction · doi:10.1080/10447318.2025.2545464 · Cited by 21
Flagged first, then by citations
Research works printed but not linked: 62
- Canfer Akbulut, Laura Weidinger, Arianna Manzini, Iason Gabriel, and Verena Rieser. 2025. All Too Human? Mapping and Mitigating the Risks from Anthropomorphic AI. In Proceedings of the 2024 AAAI/ACM Conference on AI, Ethics, and Society (San Jose, California, USA) (AIES ’24). AAAI Press, Washington, DC, USA, 13–26.
- Lize Alberts Ulrik Lyngs and Max Van Kleek. 2024. Computers as bad social actors: Dark patterns and anti-patterns in interfaces that act socially. Proceedings of the ACM on Human-Computer Interaction 8 CSCW1 (2024) 1–25. · DOI
- 10.1176/appi.books.9780890425596 · DOI · Paper page
- Sarbottam Bhagat Eui J. Jeong and Dan J. Kim. 2020. The Role of Individuals’ Need for Online Social Interactions and Interpersonal Incompetence in Digital Game Addiction. International journal of human-computer interaction 36 5 (2020) 449–463. · DOI
- Harry Brignull. 2023. Deceptive patterns – exposing the tricks tech companies use to control you (first ed.). Testimonium Ltd, Eastbourne, England, UK. 1–10 pages.
- Yuanyuan Chen Mengyun Wang Shujuan Yuan and Yan Zhao. 2025. Development and validation of the conversational AI dependence scale for Chinese college students. Frontiers in psychology 16 (2025) 1621540. · DOI
- 10.1145/3613904.3641989 · DOI
- Víctor Ciudad-Fernández Cora von Hammerstein and Joël Billieux. 2025. People are not becoming “AIholic”: Questioning the “ChatGPT addiction” construct. Addictive Behaviors 166 (2025) 108325. 10.1016/j.addbeh.2025.108325 · DOI · Paper page
- Keren Cohen and Charlotte Jones. 2022. The Role of Psychological Resilience and Family Dysfunction in the Relationship Between Parental Behavioural Addictions and Adult Mental Health. 9 pages. 10.46853/001c.38664 · DOI
- Claudio Colace. 2004. Dreaming in Addiction: A Study on the Motivational Bases of Dreaming Processes. Neuro-psychoanalysis (Madison Conn.) 6 2 (2004) 165–179. · DOI
- Mustafa Danışman Gamze Zengin İspir and Kübra Sezer Katar. 2024. A Significant Area of Research on Relapse Prevention in Addiction Treatment: Drug-Related Dreams. Psikiyatride güncel yaklaşimlar 16 4 (2024) 767–768. · DOI
- M. De Choudhury and S. De. 2014. Mental Health Discourse on reddit: Self-Disclosure Social Support and Anonymity. Proceedings of the International AAAI Conference on Web and Social Media 8 (2014) 71–80. 10.1609/icwsm.v8i1.14526 · DOI · Paper page
- Jacobs DF. 1986. A general theory of addictions: A new theoretical model. J Gambling Studies 2 (1986) 15–31. 10.1007/BF01019931 · DOI · Paper page
- Giovanni Di Franco. 2015. Multiple correspondence analysis: one only or several techniques? Quality & Quantity 50 (04 2015) 1299–1315. 10.1007/s11135-015-0206-0 · DOI
- 10.1109/SIEDS58326.2023.10137912 · DOI
- Kathrin C. J. Eschmann Duarte F M M Pereira Ashvanti Valji Vera Dehmelt and Matthias J. Gruber. 2023. Curiosity and mesolimbic functional connectivity drive information seeking in real life. Social cognitive and affective neuroscience 18 1 (2023) 1. · DOI
- 10.1145/3170427.3188553 · DOI
- Casey Fiesler Michael Zimmer Nicholas Proferes Sarah Gilbert and Naiyan Jones. 2024. Remember the Human: A Systematic Review of Ethical Considerations in Reddit Research. Proceedings of the ACM on Human-Computer Interaction 8 GROUP Article 5 (Feb. 2024) 33 pages. 10.1145/3633070 · DOI · Paper page
- 10.1145/3491102.3502076 · DOI
- Jon E. Grant Marc N. Potenza Aviv Weinstein and David A. Gorelick. 2010. Introduction to Behavioral Addictions. The American journal of drug and alcohol abuse 36 5 (2010) 233–241. · DOI · Paper page
- Mark Griffiths. 2005. The biopsychosocial approach to addiction. Psyke & Logos 26 (07 2005) 18. 10.7146/pl.v26i1.8200 · DOI
- Nicholas Guenzel and Dennis McChargue. 2023. Addiction Relapse Prevention. In Addiction Relapse Prevention. StatPearls, Treasure Island (FL).
- Selim Gunuc. 2015. Relationships and associations between video game and Internet addictions: Is tolerance a symptom seen in all conditions. Computers in Human Behavior 49 (2015) 517–525. 10.1016/j.chb.2015.03.063 · DOI
- Jesús Gómez-Bujedo Óscar M. Lozano Pedro J. Pérez-Moreno José A. Lorca-Marín Fermín Fernández-Calderón Carmen Diaz-Batanero and Enrique Moraleda-Barreno. 2020. Personality Traits and Impulsivity Tasks Among Substance Use Disorder Patients: Their Relations and Links With Retention in Treatment. Frontiers in psychiatry 11 (2020) 566240. · DOI
- MA Habib. 2019. Internet Addiction: The Emergence of a New Clinical Disorder. Anwer Khan Modern Medical College journal 10 2 (2019) 103–104. · DOI
- Shupeng Heng and Ziwan Zhang. 2025. Attachment Anxiety and Problematic Use of Conversational Artificial Intelligence: Mediation of Emotional Attachment and Moderation of Anthropomorphic Tendencies. Psychology Research and Behavior Management 18 (08 2025) 1775–1785. 10.2147/PRBM.S531805 · DOI · Paper page
- Hanyun Huang Lihong Shi and Xin Pei. 2025. When AI Becomes a Friend: The “Emotional” and “Rational” Mechanism of Problematic Use in Generative AI Chatbot Interactions. International Journal of Human–Computer Interaction 0 0 (2025) 1–19. arXiv:10.1080/10447318.2025.2536622 · DOI
- Yiting Huang and Hanyun Huang. 2024. Exploring the Effect of Attachment on Technology Addiction to Generative AI Chatbots: A Structural Equation Modeling Analysis. International Journal of Human–Computer Interaction 0 0 (2024) 1–10. arXiv:10.1080/10447318.2024.2426029 · DOI · Paper page
- Christina M. Juchem Antonia Bendau Leonie C. Bandurski Nico J. Reich Saskia Baumgardt and Eva Asselmann. 2024. Personality changes related to presence and treatment of substance use (disorders): a systematic review. Psychological Medicine 54 9 (2024) 1905–1929. 10.1017/S003329172400093X · DOI
- Daniel L. King Marcus C. E. Herd and Paul H. Delfabbro. 2017. Tolerance in Internet Gaming Disorder: A Need for Increasing Gaming Time or Something Else? Journal of Behavioral Addictions 6 4 (2017) 525–533. 10.1556/2006.6.2017.072 · DOI
- Cherie Lacey and Catherine Caudwell. 2020. Cuteness as a ’dark pattern’ in home robots. In Proceedings of the 14th ACM/IEEE International Conference on Human-Robot Interaction (Daegu, Republic of Korea) (HRI ’19). IEEE Press, Piscataway, NJ, USA, 374–381.
- Simone Lanette Phoebe K. Chua Gillian Hayes and Melissa Mazmanian. 2018. How Much is ’Too Much’? The Role of a Smartphone Addiction Narrative in Individuals’ Experience of Use. Proc. ACM Hum.-Comput. Interact. 2 CSCW Article 101 (Nov. 2018) 22 pages. 10.1145/3274370 · DOI
- Jeroen S. Lemmens Patti M. Valkenburg and Jochen Peter. 2011. Psychosocial causes and consequences of pathological gaming. Computers in human behavior 27 1 (2011) 144–152. · DOI
- 10.1145/3613904.3642479 · DOI
- 10.1145/3411763.3441360 · DOI
- 10.1145/3411764.3445467 · DOI · Paper page
- Sibel Maral Nagihan Naycı Huzeyfe Bilmez Elif Erdemir and Seydi Ahmet Satici. 2025. Problematic ChatGPT Use Scale: AI-Human Collaboration or Unraveling the Dark Side of ChatGPT. 27 pages. 10.1007/s11469-025-01509-y · DOI
- Erica McIntyre Karl K.K. Wiener and Anthony J. Saliba. 2015. Compulsive Internet use and relations between social connectedness and introversion. Computers in Human Behavior 48 (2015) 569–574. 10.1016/j.chb.2015.02.021 · DOI · Paper page
- 10.1145/3544548.3580695 · DOI
- Marci R. Mitchell and Marc N. Potenza. 2014. Addictions and Personality Traits: Impulsivity and Related Constructs. Current behavioral neuroscience reports 1 1 (2014) 1–12. · DOI
- Justin M. Mittelstädt Julia Maier Panja Goerke Frank Zinn and Michael Hermes. 2024. Large language models can outperform humans in social situational judgments. Scientific reports 14 1 (2024) 27449–10. · DOI
- 10.1145/3491101.3519829 · DOI
- 10.1145/3544548.3580729 · DOI
- Mohammad Namvarpour Brandon Brofsky Jessica Medina Mamtaj Akter and Afsaneh Razi. 2025. Romance Relief and Regret: Teen Narratives of Chatbot Overreliance. 10.48550/arXiv.2507.15783 · DOI
- Rachel O’Donovan. 2016. To boldly go where no psychologist has gone before: Effects of participation in fandom activities on parasocial relationships. Journal of Applied Psychology and Social Science 2 1 (2016) 41–61.
- 10.1007/978-3-031-46238-2_13 · DOI · Paper page
- Frank W Paulus Susanne Ohmann Alexander Von Gontard and Christian Popow. 2018. Internet gaming disorder in children and adolescents: a systematic review. Developmental Medicine & Child Neurology 60 7 (2018) 645–659. · DOI
- Tabitha M. Powledge. 1999. Addiction and the brain: The dopamine pathway is helping researchers find their way through the addiction maze. BioScience 49 7 (1999) 513–519. 10.2307/1313471 · DOI
- Omar E. Santangelo Sandro Provenzano and Alberto Firenze. 2022. Risk Factors for Addictive Behaviors: A General Overview. International journal of environmental research and public health 19 11 (2022) 6583. · DOI
- Mustafa Savci and Ferda Aysan. 2017. Technological Addictions and Social Connectedness: Predictor Effect of Internet Addiction Social Media Addiction Digital Game Addiction and Smartphone Addiction on Social Connectedness. Düşünen adam (Bakırköy Ruh ve Sinir Hastalıkları Hastanesi) 30 3 (2017) 202–216. · DOI
- Alexander Serenko and Ofir Turel. 2020. Directing Technology Addiction Research in Information Systems: Part I. Understanding Behavioral Addictions. ACM SIGMIS Database: the DATABASE for Advances in Information Systems 51 3 (2020) 81–96. · DOI
- 10.1145/3706599.3720003 · DOI · Paper page
- Nadia Sourial Christina Wolfson Bin Zhu Jacqueline Quail John Fletcher Sathya Karunananthan Karen Bandeen-Roche Francois Beland and Howard Bergman. 2009. Correspondence analysis is a useful tool to uncover the relationships among categorical variables. Journal of clinical epidemiology 63 (11 2009) 638–46. 10.1016/j.jclinepi.2009.08.008 · DOI
- Vladan Starcevic and Yasser Khazaal. 2017. Relationships between Behavioural Addictions and Psychiatric Disorders: What Is Known and What Is Yet to Be Learned? Frontiers in psychiatry 8 (2017) 53. · DOI
- Antonius van Rooij Michelle Colder Carras Daniel Kardefelt-Winther Jing Shi Espen Aarseth Dr. Anthony Bean Karin Bergmark Anne Brus Mark Coulson Jory Deleuze Pravin Dullur Elza Dunkels Johan Edman Malte Elson Peter Etchells Anne Fiskaali Isabela Granic Jeroen Jansz and Andrew Przybylski. 2018. A weak scientific basis for gaming disorder: Let us err on the side of caution. Journal of Behavioral Addictions 7 (03 2018). 10.1556/2006.7.2018.19 · DOI · Paper page
- Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang and Ming Zhou. 2020. MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers. arxiv:https://arXiv.org/abs/2002.10957 [cs.CL] https://arxiv.org/abs/2002.10957 · arXiv
- Yuntian Xie Ying Li Taowen Yu and Yuxuan Liu. 2025. Metacognitions about generative AI use: psychometric and network analysis among Chinese college students. 20 pages. 10.1007/s10639-025-13584-8 · DOI
- Ala Yankouskaya Magnus Liebherr and Raian Ali. 2025. Can ChatGPT Be Addictive? A Call to Examine the Shift from Support to Dependence in AI Conversational Large Language Models. Hum-Cent Intell Syst 5 (2025) 77–89. 10.1007/s44230-025-00090-w · DOI · Paper page
- Ruiqi Yao Guijie Qi Dongfang Sheng Hua Sun and Jiacheng Zhang. 2025. Connecting self-esteem to problematic AI chatbot use: the multiple mediating roles of positive and negative psychological states. Frontiers in Psychology Volume 16 - 2025 (2025) 15 pages. 10.3389/fpsyg.2025.1453072 · DOI
- Sen-Chi Yu Hong-Ren Chen and Yu-Wen Yang. 2024. Development and validation the Problematic ChatGPT Use Scale: a preliminary report. Current psychology (New Brunswick N.J.) 43 31 (2024) 26080–26092. · DOI
- Leah Zhang-Kennedy Maxwell Keleher and Michaela Valiquette. 2024. Navigating the Gray: Design Practitioners’ Perceptions Toward the Implementation of Privacy Dark Patterns. Proc. ACM Hum.-Comput. Interact. 8 CSCW1 Article 97 (April 2024) 26 pages. 10.1145/3637374 · DOI
- Tao Zhou and Chunlei Zhang. 2024. Examining generative AI user addiction from a C-A-C perspective. Technology in Society 78 (2024) 102653. 10.1016/j.techsoc.2024.102653 · DOI
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How Do Fans Use AI Social Chatbots? A Multi-Method Exploration of Fan Accounts
Lopez, S. C., & Taylor, L. D. (2026) · Behavioral Sciences · doi:10.3390/bs16091481
Metadata
- Authors
- Shen, M. K., Huang, J., Liang, O., Kim, I.-J., & Yoon, D.
- Affiliations
- University of British Columbia, Vancouver, British Columbia, Canada
- Georgia Institute of Technology, Atlanta, Georgia, USA
- AI&Robotics Institute, Korea Institute of Science and Technology, Seoul, Republic of Korea
- Computer Science, University of British Columbia, Vancouver, British Columbia, Canada
- Venue
- Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems
- Publisher
- ACM
- Published
- 2026-04-13
- Pages
- 1-17
- Cited by
- 5
- References
- 10
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