References

Bae Brandtzæg, P. B., Skjuve, M., Kristoffer Dysthe, K. K., & Følstad, A. (2021). When the Social Becomes Non-Human: Young People’s Perception of Social Support in Chatbots. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, 1–13. https://doi.org/10.1145/3411764.3445318

Boine, C. (2023). Emotional Attachment to AI Companions and European Law. https://doi.org/10.21428/2c646de5.db67e c7f

Dosovitsky, G., & Bunge, E. L. (2021). Bonding With Bot: User Feedback on a Chatbot for Social Isolation. Frontiers in Digital Health, 3. https://doi.org/10.3389/fdgth.2021.735053

Franze, A., Galanis, C. R., & King, D. L. (2023). Social chatbot use (e.g., ChatGPT) among individuals with social deficits: Risks and opportunities. https://doi.org/10.1556/2006.2023.00057

Hamdoun, S., Monteleone, R., Bookman, T., & Michael, K. (2023). AI-Based and Digital Mental Health Apps: Balancing Need and Risk. IEEE Technology and Society Magazine, 42(1), 25–36. https://doi.org/10.1109/MTS.2023.3241309

Jeong, S., Alghowinem, S., Aymerich-Franch, L., Arias, K., Lapedriza, A., Picard, R., Park, H. W., & Breazeal, C. (2020). A Robotic Positive Psychology Coach to Improve College Students’ Wellbeing. 2020 29th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 187–194. https://doi.org/10.1109/RO-MAN47096.2020.9223588

Koulouri, T., Macredie, R. D., & Olakitan, D. (2022). Chatbots to Support Young Adults’ Mental Health: An Exploratory Study of Acceptability. ACM Trans. Interact. Intell. Syst., 12(2), 11:1-11:39. https://doi.org/10.1145/3485874

Kretzschmar, K., Tyroll, H., Pavarini, G., Manzini, A., & Singh, I. (2019). Can Your Phone Be Your Therapist? Young People’s Ethical Perspectives on the Use of Fully Automated Conversational Agents (Chatbots) in Mental Health Support. Biomedical Informatics Insights, 11, 1178222619829083. https://doi.org/10.1177/1178222619829083

Maples, B., Cerit, M., Vishwanath, A., & Pea, R. (2024). Loneliness and suicide mitigation for students using GPT3-enabled chatbots. Npj Mental Health Research, 3(1), 1–6. https://doi.org/10.1038/s44184-023-00047-6

Pham, K. T., Nabizadeh, A., & Selek, S. (2022). Artificial Intelligence and Chatbots in Psychiatry. Psychiatric Quarterly, 93(1), 249–253. https://doi.org/10.1007/s11126-022-09973-8

Schaadhardt, A., Fu, Y., Pratt, C. G., & Pratt, W. (2023). “Laughing so I don’t cry”: How TikTok users employ humor and compassion to connect around psychiatric hospitalization. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 1–13. https://doi.org/10.1145/3544548.3581559

Ta-Johnson, V. P., Boatfield, C., Wang, X., DeCero, E., Krupica, I. C., Rasof, S. D., Motzer, A., & Pedryc, W. M. (2022). Assessing the Topics and Motivating Factors Behind Human-Social Chatbot Interactions: Thematic Analysis of User Experiences. JMIR Human Factors, 9(4), e38876. https://doi.org/10.2196/38876

Taddeo, M. (2009). Defining Trust and E-Trust: From Old Theories to New Problems. International Journal of Technology and Human Interaction, 5(2), 23–35. https://doi.org/10.4018/jthi.2009040102

Williams, M., Carroll, M., Narang, A., Weisser, C., Murphy, B., & Dragan, A. (2025). On Targeted Manipulation and Deception when Optimizing LLMs for User Feedback (No. arXiv:2411.02306). arXiv. https://doi.org/10.48550/arXiv.2411.02306

Yu, S.-C., Chen, H.-R., & Yang, Y.-W. (2024a). Development and validation the Problematic ChatGPT Use Scale: A preliminary report. Current Psychology, 43(31), 26080–26092. https://doi.org/10.1007/s12144-024-06259-z

Zhou, L., Gao, J., Li, D., & Shum, H.-Y. (2020). The Design and Implementation of XiaoIce, an Empathetic Social Chatbot. Computational Linguistics, 46(1), 53–93. https://doi.org/10.1162/coli_a_00368