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Adolescents heavily rely on social media to build and maintain close relationships, yet current platform designs often make self-disclosure feel risky or uncomfortable. Through a three-part study involving 19 teens aged 13-18, we identify…

Human-Computer Interaction · Computer Science 2026-02-03 JaeWon Kim , Robert Wolfe , Ramya Bhagirathi Subramanian , Mei-Hsuan Lee , Jessica Colnago , Alexis Hiniker

Through co-design interviews ($N=19$) and a design evaluation survey (N=136) with U.S. teens ages 13-18, we investigated teens' privacy management on social media. Our study revealed that 28% of teens with public accounts and 15% with…

Human-Computer Interaction · Computer Science 2026-02-03 JaeWon Kim , Soobin Cho , Robert Wolfe , Jishnu Hari Nair , Alexis Hiniker

We analyzed 1,596 sub-conversations within 451 direct message (DM) conversations from 67 teens (ages 13-17) who engaged in private discussions about body image on Instagram. Our findings show that teens often receive support when sharing…

Human-Computer Interaction · Computer Science 2025-04-04 Abdulmalik Alluhidan , Jinkyung Katie Park , Mamtaj Akter , Rachel Rodgers , Afsaneh Razi , Pamela J. Wisniewski

The debate on whether social media has a net positive or negative effect on youth is ongoing. Therefore, we conducted a thematic analysis on 2,061 posts made by 1,038 adolescents aged 15-17 on an online peer-support platform to investigate…

Human-Computer Interaction · Computer Science 2025-04-22 Abdulmalik Alluhidan , Mamtaj Akter , Ashwaq Alsoubai , Jinkyung Park , Pamela Wisniewski

As teenage use of social media platform continues to proliferate, so do concerns about teenage privacy and safety online. Prior work has established that privacy on networked publics, such as social media, is complex, requiring users to…

Human-Computer Interaction · Computer Science 2022-08-05 Dora Zhao , Mikako Inaba , Andrés Monroy-Hernández

This study investigates the meta-issues surrounding social media, which, while theoretically designed to enhance social interactions and improve our social lives by facilitating the sharing of personal experiences and life events, often…

Social and Information Networks · Computer Science 2024-12-12 Sunil Arora , Sahil Arora , John D. Hastings

Social media platforms are often criticized for fostering antisocial behavior rather than prosocial behavior. Yet, testing interventions to encourage prosocial dispositions, such as open-mindedness, has been hindered by researchers' limited…

Social and Information Networks · Computer Science 2026-01-23 Marie Neubrander , Markus Reiter-Haas , Ben Rochford , Max Allamong , Christopher Bail , Sunshine Hillygus , Alexander Volfovsky

Many people learn programming independently from online resources and often report struggles in achieving their personal learning goals. Learners frequently describe their experiences as isolating and frustrating, challenged by abundant…

Human-Computer Interaction · Computer Science 2025-07-31 Sami Saeed Alghamdi , Christopher Bull , Ahmed Kharrufa

Adolescent girls face significant mental health challenges during their transition to adulthood, often experiencing heightened stress from various sources. While various interactive technologies for self-disclosure had been explored to…

Human-Computer Interaction · Computer Science 2025-05-19 Xinglin Sun , Caroline Claisse , Runhua Zhang , Xinyu Wu , Jialin Yuan , Qi Wang

People candidly discuss sensitive topics online under the perceived safety of anonymity; yet, for many, this perceived safety is tenuous, as miscalibrated risk perceptions can lead to over-disclosure. Recent advances in Natural Language…

Human-Computer Interaction · Computer Science 2026-02-02 Isadora Krsek , Meryl Ye , Wei Xu , Alan Ritter , Laura Dabbish , Sauvik Das

Social media is central to how young people maintain relationships, develop identity, and access communities, yet dominant platform designs often leave youth feeling disempowered rather than supported. My dissertation argues that youth…

Human-Computer Interaction · Computer Science 2026-05-25 JaeWon Kim

Drawing on observations from three prior studies with youth aged 13--24, we examine how metaphor shapes the way young people reason about privacy and imagine privacy designs beyond settings panels. Spatial metaphors made complex permission…

Human-Computer Interaction · Computer Science 2026-05-26 JaeWon Kim , Alexis Hiniker

Social Networks allow users to self-present by sharing personal contents with others which may add comments. Recent studies highlighted how the emotions expressed in a post affect others' posts, eliciting a congruent emotion. So far, no…

Social and Information Networks · Computer Science 2016-07-26 Andrea Guazzini , Elisa Guidi , Cristina Cecchini , Monica Milani , Daniele Vilone , Patrizia Meringolo

We present a design framework for friendship-supportive youth social media, derived from a synthesis of five empirical studies with 331 youth participants (ages 13-25) using interviews, co-design, surveys, diary studies, and a field…

Human-Computer Interaction · Computer Science 2026-05-25 JaeWon Kim , Alexis Hiniker

The Metaverse is poised to be a future platform that redefines what it means to communicate, socialize, and interact with each other. Yet, it is important for us to consider avoiding the pitfalls of social media platforms we use today;…

Human-Computer Interaction · Computer Science 2023-11-29 Yun Suen Pai , Mark Armstrong , Kinga Skiers , Anish Kundu , Danyang Peng , Yixin Wang , Tamil Selvan Gunasekaran , Chi-Lan Yang , Kouta Minamizawa

TikTok has been criticized for its low privacy standards, but little is known about how its adolescent users protect their privacy. Based on interviews with 54 adolescents in Switzerland, this study provides a comprehensive understanding of…

Social and Information Networks · Computer Science 2023-06-16 Nico Ebert , Tim Geppert , Joanna Strycharz , Melanie Knieps , Michael Hönig , Elke Brucker-Kley

Social media platforms regularly track, aggregate, and monetize adolescents' data, yet provide them with little visibility or agency over how algorithms construct their digital identities and make inferences about them. We introduce…

Human-Computer Interaction · Computer Science 2026-01-13 Yui Kondo , Kevin Dunnell , Isobel Voysey , Qing Hu , Victoria Paesano , Phi H Nguyen , Qing Xiao , Jun Zhao , Luc Rocher

Social media platforms provide users with a profile description field, commonly known as a ``bio," where they can present themselves to the world. A growing literature shows that text in these bios can improve our understanding of online…

Computation and Language · Computer Science 2024-09-19 Navid Madani , Rabiraj Bandyopadhyay , Briony Swire-Thompson , Michael Miller Yoder , Kenneth Joseph

Diversity-aware platform design is a paradigm that responds to the ethical challenges of existing social media platforms. Available platforms have been criticized for minimizing users' autonomy, marginalizing minorities, and exploiting…

In this position paper we approach problems concerning critical digital and information literacy with ideas to provide more digestible explanations of abstract concepts through interface design. In particular, we focus on social media…

Human-Computer Interaction · Computer Science 2021-06-04 Jan Wolff
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