Chatbots and mental health: Insights into the safety of generative AI

Cited by (214)

Items 101–200 of 214

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11. "AI that’s so good it almost seems human:" Risk and Hype Cycles of AI and Chatbots in Mobile Mental Health Apps
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12. From Functional Glitches to Ethical Lapses: Exploring Chinese Users’ Forgiveness for GenAI Chatbots’ Moral Failures
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15. SoulCare: A Privacy-Focused, Locally-Run AI Chatbot for Supporting Mental Health
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16. Increasing use of generative artificial intelligence by teenagers
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18. HopeBot: An AI-Powered Mental Health Chatbot Built to Support College Students
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19. How generative AI companions alleviate situational vulnerability and enhance consumer well-being
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20. Suicide-Prevention Technology Toward Co-production with Caregivers
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21. ''If it helps then it doesn't matter'': Exploring Non-User Views on Chatbot Companionship through Story Completion
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22. A scoping review on conversational AI in mental health: A human-centered perspective
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23. The Embodiment of Vulnerability: How Consumers Judge Empathy Gaps in Artificial Intelligence‐Driven Healthcare
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24. AI Chatbots and Psychotherapy: Overcoming Skepticism Through Responsible Innovation
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25. The Silent Guardian: Symmetry's Subtle Influence on Safety Cues and Consumer Behavior
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26. How Consumers Evaluate Human, AI , and Hybrid Therapists: Psychological Pathways to Expected Service Satisfaction
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27. When AI Fails: The Impacts of Hallucinations and Service Errors on Customer Loyalty and Word of Mouth
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28. Factors Associated With an LLM Arriving at the Same Diagnosis as a Musculoskeletal Specialist
    Alexander Drost (24182938), Emily H. Jaarsma, David Ring, Aydin Azarpey · 2026 · Journal of the American Academy of Orthopaedic Surgeons
29. How positive minds embrace AI: serial mediation via psychological capital and emotional reactivity and the Turkish validation of the AI-Interaction Positivity Scale in Turkish university students
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30. Supporting Student Mental Health With the Safespace Generative AI Chatbot: Mixed Methods Feasibility Study
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31. From Friends to Lovers: Understanding Motivations and Barriers in AI Companionship
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32. Artificial intelligence and unconditional love: the rise of generative AI as an alternative form of mental health support
    Vincent Miller, Mark J. Hill, Tiago Moreira · 2026 · Communication and Change
33. Evaluating AI-based Mental Health Interventions
    Ashish Sharma · 2026 · ACM eBooks
34. Latent profiles of generative artificial intelligence use among Chinese college students: Associations with depression and anxiety
    Haoyang Shi, Tongyi Zhang, Zihao Wang, Xiaolong Yang, Zixuan Shao, Xiaofeng Ma · 2026 · Journal of Affective Disorders
35. MANAS: Integrating Advanced AI for Personalized Mental Health Support, Crisis Intervention, and Medical Insights
    S. Gayathri, Mutyala Sri Pradeep, N Siva Sai Lakshmi Vara Prasad · 2025 · International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT)
36. Detecting and Preventing Harmful Behaviors in AI Companions: Development and Evaluation of the SHIELD Supervisory System
    Ziv Ben‐Zion, Paul Raffelhüschen, Max Zettl, Antonia M. Lüönd, Achim Burrer, Philipp Homan, Tobias R. Spiller · 2025 · Research Square
37. "AI that’s so good it almost seems human": An App Review on the Risk and Hype Cycles of AI and Chatbots in Mobile Mental Health Apps (Preprint)
    Katherine di Bona, Kiran Ijaz, Naseem Ahmadpour · 2024
38. Putnam Products: Is Non-alcoholic Beer Beer or Oat Milk Milk?
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39. Functional intersubjectivity: Toward a well-being framework for AI companions
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40. Functional intersubjectivity: Toward a well-being framework for AI companions
    Zhicheng Lin · 2025
41. Functional intersubjectivity: Toward a well-being framework for AI companions
    Zhicheng Lin · 2025
42. Responsible Artificial Intelligence for Healthcare: Trends, Challenges, and Opportunities
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43. Ethics in AI-Based Mental Health Care
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44. LARGE LANGUAGE MODEL BASED CHATBOTS – A CHANCE FOR CLOSING THE MENTAL HEALTH TREATMENT GAP OR A THREAT TO THE PUBLIC HEALTH? A NARRATIVE REVIEW
    Tomasz Ufniarski, Maria Ufniarska, Aleksandra Piech, Karolina Pasierb, Karol Poplicha, Martyna Grodzińska, Bartłomiej Siuzdak, Justyna Moszkowicz, Piotr Sobkiewicz, Patrycja Kardasz et al. · 2025 · International Journal of Innovative Technologies in Social Science
45. The New Normal and the Era of Misknowledge—Understanding Generative AI and Its Impacts on Knowledge Work
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46. Trauma-Informed Conversational Agents for Mental Health: Understanding User Perspectives and Experiences (Preprint)
    Xintong Lu, Shion Guha, Rachel Pfafman, Jessica Annette Pater, Courtney L. Washington, Fayika Farhat Nova · 2025
47. Co‐Intelligence: Living and Working With AI (1st Edition). By EthanMollick, Portfolio / Penguin Random House, 2024. 256 pp. $17.79 (hardcover).
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48. Self-Disclosure in Romantic Human–AI Relationships: Motives, Mechanisms and Nonlinear Trajectories
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49. AI-enhanced therapeutic alliance: bridging AI innovation and mental health care
    Manimegalai R, V. M, Thulseram Naidu K. B, R. M · 2025 · Mental Health and Social Inclusion
50. Adaptive Neuro-Empathic Therapeutic Intelligence (ANETI): A Multimodal AI System for Context-Aware Counseling
    Rahul Punj, Sumanshu Jindal, Er. Shikha Kamal, Gitanjali Gupta · 2025 · Asian Conference on Innovation in Technology (ASIANCON)
51. Bridging Connection? Digital Spaces and Communities
    Sophie C. Lewis, Karen F. Willis, Lorraine D. Smith, Maja Lindegaard Moensted, Marika Franklin, Leslie A. Dubbin, Anne E. Rogers · 2025 · Springer eBooks
52. A RAG-Driven Conversational System for Citizen Information Requests at Ecuador's Tax Authority
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53. Predictive Analytics with Multimodal Inputs for Mental Health Assessment
    Md Khadimul Islam Zim, Arun Singh · 2025 · IEEE International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT)
54. Editorial: Digital information for patient education, volume II
    Xiaofei Zhang, Feng Guo, Paul Hong Lee · 2026 · Frontiers in Public Health
55. Advancing digital mental healthcare: the role of artificial intelligence and natural language processing in powering medical chatbots for future healthcare interventions
    Maharaja Muthuvairam Subbulakshmi, Manikandan Jayaraman, Jeyakanthan Jeyaraman · 2026 · Expert Review of Medical Devices
56. AI-companion interactions with simulated famous personalities
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57. Promise or Peril? Exploring Black Adults' Perspectives on the Use of Artificial Intelligence in Health Contexts
    Andrea G. Parker, Laura Vardoulakis, Christina Harrington · 2026 · CHI Conference on Human Factors in Computing Systems
58. Suicide-Related Responses From AI Chatbots Through Application Programming Interfaces and Consumer-Facing Apps: Observational Cross-Sectional Comparative Study
    Jonathan Cantor, Ellice Huang, Li Ang Zhang, Adrián Salas, Fang Zhang, Angela Burnett, Andrew J. Lohn, Pat Pataranutaporn, Benjamin M. Rader, Hao Yu et al. · 2026 · Journal of Medical Internet Research
59. Case Report: Suicide Attempt in an Adolescent with Psychotic Depression and ADHD Following AI Chatbot Interaction
    Berkan Şahin, Cansu Çobanoğlu Osmanlı, Aleyna Kılınç · 2026 · Düzce Tıp Fakültesi Dergisi
60. The Dark Side of Generative AI: A Cross‐Domain Systematic Investigation
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61. Harnessing emotional AI for mental health: technostress and user appraisals in chatbot engagement
    Lin Jia, Li Z, Xiangru Liu, Zhijun Yan, Yichuan Wang · 2026 · Industrial Management & Data Systems
62. Exploring user engagement with AI-enabled chatbot for well-being: A cross-national survey in the United States and China
    Yanrong Yang, Jorge Tavares, Tiago Oliveira · 2026 · International Journal of Information Management Data Insights
63. Efficacy of a web application as a self-help intervention for nightmares: a randomized controlled trial
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64. Aristotle and Confucianism on AI Friendship
    Andrew Tsz Wan Hung · 2026 · Springer eBooks
65. AI chatbots for health information seeking among Chinese patients with precancerous ENT lesions: a descriptive qualitative study
    Ying Huang, Qian Liang, Zhifeng Lin, M Zhang, Liu X, Li Ding, Rui Peng, Rong Yu · 2026 · BMJ Open
66. Emotional support or emotional release? A dual-path model of emotional intelligence of AI companions on user engagement
    Yiyao Chen, Yongqiang Sun, Yiwen Zhang, Ying Wang · 2026 · Information Technology and People
67. FeelUp: AI Powered Emotion Sharing and Support Platform
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68. AI-generated Video Summaries and Consumer Engagement on Digital Content Platforms: Evidence from Bilibili
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69. Immersivity and narrativity in the 3D computer animation Incantation of an Avatar (Down, down, baby, I want some AI please): a brain network model based approach
    Andrea Ackerman · 2026 · Frontiers in Human Dynamics
70. A Multimodel AI System for Comprehensive Mental Health Emotion Monitoring
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71. Trauma-informed conversational agents for mental health: understanding user perspectives and experiences
    Xintong Lu, Shion Guha, Rachel Pfafman, Jessica Annette Pater, Courtney L. Washington, Fayika Farhat Nova · 2026 · Frontiers in Digital Health
72. People Like Us: Heightened Preference for Ingroup Providers in Mental Healthcare
    Phyllis Xue Wang, Zhengyu Shi, Jinjie Chen, Qiyuan Wang · 2026 · Journal of Marketing
73. Consumer AI Interactions
    Christian Hildebrand · 2026
74. Early-stage mapping of human and organizational impacts of generative artificial intelligence in business contexts: A bibliometric analysis
    Shahidul Islam · 2026 · Social Sciences & Humanities Open
75. A Checklist for Trustworthy, Safe, and User-Friendly Mental Health Chatbots
    Shreya Haran, Samiha Thatikonda, Dong Whi Yoo, Koustuv Saha · 2026 · Lecture notes in computer science
76. Reimagining Therapy: Consumer Perceptions of Generative AI in Mental Health
    Kaiwen Xue, Sven Tuzovic, Udo Rainer Gottlieb · 2026 · Journal of Consumer Affairs
77. Commentaries on “Generative grounded theory ( GGT ): Inductive theory building in the age of generative AI ”
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78. Notes
    David Atkinson · 2026
79. When AI speaks: user imaginaries of generative AI and freedom of expression
    Petter Bae Brandtzæg, Xi Wang · 2026 · AI & Society
80. Beyond the Assigned Label: The Predictive Role of AI Acceptance and Disclosure Labels in Mental Health Chatbots
    Pejman Ebrahimi, Lynn Miriam Weisker, Johannes Schneider, Hari Mohan Pandey · 2026 · Journal of Technology in Behavioral Science
81. Creation of Cognitive Behavioral Chatbots for Mental Health
    Monika Joshi, J. Pushpa, M. Sharon, Manoranjan Dash · 2026 · Wiley eBooks
82. Therapeutic Alliance With Artificial Intelligence: A Critical Analysis of Digital Relationship Formation
    Marc Augustin · 2026 · The Journal of Humanistic Counseling
83. Designing Theory-Driven GenAI Health Coach Chatbots: A Tutorial in Conceptualization, Development, and Evaluation (Preprint)
    Lorien C. Abroms, Rosemary Huntriss, Manal Baqer, April Idalski Carcone, John A. Updegraff, Carol Brennan, Shaon Lahiri · 2026
84. High-Stakes AI Chatbot Systems in Mental Health Care: A Systematic Literature Review from a Critical Safety Perspective
    Deniz Türk, Dezhi Wu · 2026 · IEEE International Conference on Healthcare Informatics (ICHI)
85. How digital medicine redefines the landscape of care: Ethical and legal consequences in the case of psychiatry
    Sandra Anna Just, Brita Elvevåg · 2026 · Digital Health
86. Supplementary Material for Evaluating AI-Based Mental Health Interventions
    Ashish Sharma · 2026 · ACM eBooks
87. Human–AI Collaboration to Empower People Seeking Support
    Ashish Sharma · 2026 · ACM eBooks
88. Bibliography
    2026 · ACM eBooks
89. Author’s Biography/Index
    2026 · ACM eBooks
90. Supplementary Materials for Human–AI Collaboration to Empower People Providing Support
    Ashish Sharma · 2026 · ACM eBooks
91. Human–AI Collaboration to Empower People Providing Support
    Ashish Sharma · 2026 · ACM eBooks
92. Introduction
    Ashish Sharma · 2026 · ACM eBooks
93. Acknowledgments
    2026 · ACM eBooks
94. Supplementary Materials for Human–AI Collaboration to Empower People Seeking Support
    Ashish Sharma · 2026 · ACM eBooks
95. Conclusion
    2026 · ACM eBooks
96. An integrated AI-IoT framework for elderly mental health monitoring: architecture and offline feasibility evaluation
    Mahmoud Elkhodr, Heba El-Halabi, Abdallah AL Sabbagh · 2026 · Neural Computing and Applications
97. The Use of Artificial Intelligence Systems in Mental Health Treatment: A Thematic Review
    Joshua Frankenfield, Briana M. Sobel, Barbara Chaparro · 2026 · Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care
98. Artificial Intelligence and Consumer Well‐Being: A Cross‐Domain Systematic Review
    Setar Lytle, Mahesh Gopinath · 2026 · International Journal of Consumer Studies
99. Generative AI emotion recognition from bodily gestures and vocal tone reveals modality-specific performance and positivity bias
    David Piterman, Hadar Dery, Kfir Bar, Gunther Meinlschmidt, Alon Geller, Dorit Hadar‐Shoval, Zohar Elyoseph, Elad Refoua · 2026 · Scientific Reports
100. The Impact of Chatbot Type and Normative Messaging on Chatbot Usage Intention Based on the Health Technology Acceptance Model: Randomized Controlled Trial
     Yi Liao, Anne C. Madeo, Caitlin G. Allen, Melissa Kristen Frey, Whitney Espinel, Chelsey R. Schlechter, Ravi Sharaf, Kensaku Kawamoto, Guilherme Del Fiol, Kimberly A. Kaphingst · 2026 · Journal of Medical Internet Research