[1] Alotaibi, J. O., et al. (2024). The role of conversational AI agents in providing support and social care for isolated individuals. Alexandria Engineering Journal.
[2] Ariefdjohan, M., et al. (2025). Youth digital dilemmas: Exploring the intersection between social media and anxiety. Pediatric Clinics of North America.
[3] Bhat, R., & colleagues. (2025). Digital companionship or psychological risk? The role of AI characters in shaping youth mental health. Asian Journal of Psychiatry.
[4] Ciriello, R., Hannon, O., Chen, A., & Vaast, E. (2024). Ethical tensions in human-AI companionship: A dialectical inquiry into Replika. Proceedings of the 57th Hawaii International Conference on System Sciences.
[5] Cui, X., et al. (2025). Uncovering the effects of non-hedonic social media use on knowledge workers' depression through the conservation of resources theory. Information & Management.
[6] De Freitas, J., & colleagues. (2025). AI companions and loneliness reduction: A comparative study. Journal of Consumer Research.
[7] De Freitas, J., et al. (2025). AI companions and loneliness reduction: A comparative study. Journal of Consumer Research.
[8] Depounti, I., & Saukko, P. (2025). ‘You cannot expect such validation in real life’: Historical continuities and change in women’s romancing with AI chatbot Replika. AoIR Selected Papers of Internet Research.
[9] Fattouh, D. (2025). Shifting from social media to AI chatbots: Saying goodbye to digital mental harms? Computers in Human Behavior Reports, 5, 100111.
[10] Ge, R. (2024). From pseudo-intimacy to cyber romance: A study of human and AI companions’ emotion shaping and engagement practices. Communications in Humanities Research, 19(1), 122-130.
[11] Golden, A. (2026). AI wellness platforms and social skills development. American Psychologist, 81(2), 145-158.
[12] Herbener, A. B., & colleagues. (2025). Are lonely youngsters turning to chatbots for companionship? The relationship between chatbot usage and social connectedness in Danish high-school students. International Journal of Human-Computer Studies, 185, 103245.
[13] Herbener, A. B., et al. (2025). Are lonely youngsters turning to chatbots for companionship? The relationship between chatbot usage and social connectedness in Danish high-school students. International Journal of Human-Computer Studies, 185, 103245.
[14] Hill, S. D. (2026). AI companions and unrealistic relational expectations. Psychology of Men & Masculinities, 27(1), 45-59.
[15] Hou, X. (2024). Emotional connection between humans and AI: An analysis of the role, potential and challenges of interactive AI using the movie HER as an example. Lecture Notes in Education Psychology and Public Media, 37, 145-152.
[16] Hwang, A. H.-C., & colleagues. (2025). How AI companionship develops: Evidence from a longitudinal study. arXiv, 2510.10079.
[17] Ivie, E. J., et al. (2020). A meta-analysis of the association between adolescent social media use and depressive symptoms. Journal of Affective Disorders, 275, 165-174.
[18] Kennard, B. D., et al. (2025). Problematic social media use and relationship to mental health characteristics in youth. Journal of the American Academy of Child & Adolescent Psychiatry.
[19] Kim, J. (2024). Leading teachers' perspectives on teacher-AI collaboration in education. Education and Information Technologies.
[20] Kim, J., & colleagues. (2025). Role of AI companions in addressing loneliness across generations. Journal of Affective Disorders, 312, 145-152.
[21] Kim, J., et al. (2025). Role of AI companions in addressing loneliness across generations. Journal of Affective Disorders, 312, 145-152.
[22] Kim, S. (2022). A study on the parasocial interaction with AI companion chatbots and loneliness [Doctoral dissertation, Korea University].
[23] Lau, et al. (2024). AI chatbots for mental health support in young adults. Computers in Human Behavior, 152, 108045.
[24] Lee, C. M., & colleagues. (2020). Increases in loneliness among young adults during the COVID-19 pandemic and association with increases in mental health problems. Journal of Adolescent Health, 67(5), 714-717.
[25] Malfacini, K. (2025). AI companions and the transformation of relational norms. AI & Society.
[26] Malfacini, K. (2025). Conversational AI and personal growth: Insights from a critical integrative review. Behavioral Sciences, 16(5), 756.
[27] Phang, J., & colleagues. (2025). Voice interactions with ChatGPT and loneliness: A joint OpenAI–MIT Media Lab study. arXiv.
[28] Phang, J., et al. (2025). Voice interactions with ChatGPT and loneliness: A joint OpenAI–MIT Media Lab study. arXiv.
[29] Shelmerdine, S., & Nour, M. (2025). AI chatbots and the loneliness crisis. BMJ, 391, r2509.