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Chatbots have become increasingly prevalent. A growing body of research focused on the issue of human trust in AI. However, most existing user studies are conducted primarily with adult groups, overlooking teenagers who are also engaging…

Human-Computer Interaction · Computer Science 2025-12-09 Siyu Qiu , Anqi Lin , Shiya Wang , Xingyu Lan

AI companions are increasingly popular among teenagers, yet current platforms lack safeguards to address developmental risks and harmful normalization. Despite growing concerns, little is known about how parents and developmental psychology…

Human-Computer Interaction · Computer Science 2025-10-14 Yaman Yu , Mohi , Aishi Debroy , Xin Cao , Karen Rudolph , Yang Wang

Generative AI systems are increasingly embedded in everyday life, yet empirical understanding of how psychological risk associated with AI use emerges, is experienced, and is regulated by users remains limited. We present a large-scale…

Computation and Language · Computer Science 2026-02-11 Jianfeng Zhu , Karin G. Coifman , Ruoming Jin

AI-powered companion chatbots (AICCs) such as Replika are increasingly popular, offering empathetic interactions, yet their psychosocial impacts remain unclear. We examined how engaging with AICCs shaped wellbeing and how users perceived…

Human-Computer Interaction · Computer Science 2026-02-03 Yunhao Yuan , Jiaxun Zhang , Talayeh Aledavood , Renwen Zhang , Koustuv Saha

As large language model (LLM)-enhanced chatbots become increasingly expressive and socially responsive, many users begin forming companionship-like bonds with them. This study investigates how using AI companions relates to psychological…

Human-Computer Interaction · Computer Science 2026-05-06 Yutong Zhang , Dora Zhao , Jeffrey T. Hancock , Robert Kraut , Diyi Yang

The widespread use of Generative Artificial Intelligence (GAI) among teenagers has led to significant misuse and safety concerns. To identify risks and understand parental controls challenges, we conducted a content analysis on Reddit and…

Human-Computer Interaction · Computer Science 2024-10-31 Yaman Yu , Tanusree Sharma , Melinda Hu , Justin Wang , Yang Wang

Young people are among the fastest adopters of generative AI, yet research emphasises adult-designed tools and experiments rather than playful, self-directed youth use. We analysed discourse from 4,172 users in Character.AI's official…

Human-Computer Interaction · Computer Science 2026-04-20 Annabel Blake , Marcus Carter , Eduardo Velloso

General-purpose conversational AI chatbots and AI companions increasingly provide young adolescents with emotionally supportive conversations, raising questions about how conversational style shapes anthropomorphism and emotional reliance.…

Human-Computer Interaction · Computer Science 2025-12-19 Pilyoung Kim , Yun Xie , Sujin Yang

AI companion chatbots increasingly shape how people seek social and emotional connection, sometimes substituting for relationships with romantic partners, friends, teachers, or even therapists. When these systems adopt those metaphorical…

Computers and Society · Computer Science 2026-04-23 Vibhor Agarwal , Ke Zhou , Edyta Paulina Bogucka , Daniele Quercia

The quickly growing popularity of AI companions poses risks to mental health, personal wellbeing, and social relationships. Past work has identified many individual factors that can drive human-companion interaction, but we know little…

Human-Computer Interaction · Computer Science 2025-10-14 Angel Hsing-Chi Hwang , Fiona Li , Jacy Reese Anthis , Hayoun Noh

Artificial intelligence chatbots have achieved unprecedented adoption, with millions now using these systems for emotional support and companionship in contexts of widespread social isolation and capacity-constrained mental health services.…

Individuals are turning to increasingly anthropomorphic, general-purpose chatbots for AI companionship, rather than roleplay-specific platforms. However, not much is known about how individuals perceive and conduct their relationships with…

Generative AI (GAI) is reshaping the way young users engage with technology. This study introduces a taxonomy of risks associated with youth-GAI interactions, derived from an analysis of 344 chat transcripts between youth and GAI chatbots,…

Human-Computer Interaction · Computer Science 2025-02-27 Yaman Yu , Yiren Liu , Jacky Zhang , Yun Huang , Yang Wang

The use of large language model (LLM)-based AI chatbots among college students has increased rapidly, yet little is known about how individual psychological attributes shape students' interaction patterns with these technologies. This…

Computers and Society · Computer Science 2026-01-09 Ziqi Lin , Taiyu Hou

Companion chatbots offer a potential solution to the growing epidemic of loneliness, but their impact on users' psychosocial well-being remains poorly understood, raising critical ethical questions about their deployment and design. This…

Human-Computer Interaction · Computer Science 2025-08-12 Auren R. Liu , Pat Pataranutaporn , Pattie Maes

AI chatbots, built using large language models, are increasingly integrated into society and mimic the patterns of human text exchanges. While previous research has raised concerns that humans may form romantic attachment to chatbots, the…

Human-Computer Interaction · Computer Science 2026-03-03 Julia Kieserman , Cat Mai , Sara Lignell , Lucy Qin , Athanasios Andreou , Damon McCoy , Rosanna Bellini

Recent reports on generative AI chatbot use raise concerns about its addictive potential. An in-depth understanding is imperative to minimize risks, yet AI chatbot addiction remains poorly understood. This study examines how to characterize…

Human-Computer Interaction · Computer Science 2026-01-21 M. Karen Shen , Jessica Huang , Olivia Liang , Ig-Jae Kim , Dongwook Yoon

As people increasingly seek emotional support and companionship from AI chatbots, understanding how such interactions impact mental well-being becomes critical. We conducted a four-week randomized controlled experiment (n=981, >300k…

Romantic AI chatbots have quickly attracted users, but their emotional use raises concerns about privacy and safety. As people turn to these systems for intimacy, comfort, and emotionally significant interaction, they often disclose highly…

Computers and Society · Computer Science 2026-03-26 Kazi Ababil Azam , Imtiaz Karim , Dipto Das

Youth are active users and stakeholders of artificial intelligence (AI), yet they are often not included in responsible AI (RAI) practices. Emerging efforts in RAI largely focus on adult populations, missing an opportunity to get unique…

Human-Computer Interaction · Computer Science 2025-02-27 Jaemarie Solyst , Cindy Peng , Wesley Hanwen Deng , Praneetha Pratapa , Jessica Hammer , Amy Ogan , Jason Hong , Motahhare Eslami
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