Health and Social Media

会議の名前
CHI 2022
“I Don't Even Remember What I Read”: How Design Influences Dissociation on Social Media
要旨

Many people have experienced mindlessly scrolling on social media. We investigated these experiences through the lens of normative dissociation: total cognitive absorption, characterized by diminished self-awareness and reduced sense of agency. To explore user experiences of normative dissociation and how design affects the likelihood of normative dissociation, we deployed Chirp, a custom Twitter client, to 43 U.S. participants. Experience sampling and interviews revealed that sometimes, becoming absorbed in normative dissociation on social media felt like a beneficial break. However, people also reported passively slipping into normative dissociation, such that they failed to absorb any content and were left feeling like they had wasted their time. We found that designed interventions--including custom lists, reading history labels, time limit dialogs, and usage statistics--reduced normative dissociation. Our findings demonstrate that interaction designs intended to capture attention likely do so by harnessing people’s natural inclination to seek normative dissociation experiences. This suggests that normative dissociation may be a more productive framing than addiction for discussing social media overuse.

著者
Amanda Baughan
University of Washington, Seattle, Washington, United States
Mingrui Ray. Zhang
University of Washington, Seattle, Washington, United States
Raveena Rao
University of Washington, Seattle, Washington, United States
Kai Lukoff
University of Washington , Seattle , Washington, United States
Anastasia Schaadhardt
University of Washington, Seattle, Washington, United States
Lisa D.. Butler
University at Buffalo, Buffalo, New York, United States
Alexis Hiniker
University of Washington, Seattle, Washington, United States
論文URL

https://dl.acm.org/doi/abs/10.1145/3491102.3501899

動画
Community Dynamics in Technospiritual Interventions: Lessons Learned from a Church-based mHealth Pilot
要旨

HCI researchers have increasingly examined how social context shapes health behaviors. Much of this work operates at the interpersonal level. Communities such as churches play important roles in supporting wellbeing and addressing health inequities. While some work has investigated creating digital health tools for religious populations, few have explicitly focused on the incorporation of community support in the form of prayer support. Embedding health interventions in any community has the potential to support or challenge the community’s dynamics. We report on findings from interviews with 17 church members who used a church-based mHealth application over a 4-week period and provide guidelines for developers based on these results. Through their use of the system, participants characterized several community dynamics including a desire for social intimacy, communicating care, creating opportunities for fellowship, maintaining privacy and discretion, and building community connections, and how these dynamics influence their aspirations for a church-based health app.

著者
Teresa K.. O'Leary
Northeastern University, Boston, Massachusetts, United States
Dhaval Parmar
Northeastern University, Boston, Massachusetts, United States
Stefan Olafsson
Northeastern University, Boston, Massachusetts, United States
Michael Paasche-Orlow
Boston University, Boston, Massachusetts, United States
Timothy Bickmore
Northeastern University, Boston, Massachusetts, United States
Andrea G. Parker
Georgia Tech, Atlanta, Georgia, United States
論文URL

https://dl.acm.org/doi/abs/10.1145/3491102.3517700

動画
"I Will Not Drink With You Today": A Topic-Guided Thematic Analysis of Addiction Recovery on Reddit
要旨

Recovery from addiction is a journey that requires a lifetime of support from a strong network of peers. Many people seek out this support through online communities, like those on Reddit. However, as these communities developed outside of existing aid groups and medical practice, it is unclear how they enable recovery. Their scale also limits researchers' ability to engage through traditional qualitative research methods. To study these groups, we performed a topic-guided thematic analysis that used machine-generated topic models to purposively sample from two recovery subreddits: r/stopdrinking and r/OpiatesRecovery. We show that these communities provide access to an experienced and accessible support group whose discussions include consequences, reflections, and celebrations, but that also play a distinct metacommunicative role in supporting formal treatment. We discuss how these communities can act as knowledge sources to improve in-person recovery support and medical practice, and how computational techniques can enable HCI researchers to study communities at scale.

著者
Robert P. Gauthier
University of Waterloo, Waterloo, Ontario, Canada
Mary Jean Costello
Homewood Research Institute, Guelph, Ontario, Canada
James R. Wallace
University of Waterloo, Waterloo, Ontario, Canada
論文URL

https://dl.acm.org/doi/abs/10.1145/3491102.3502076

動画
User Perspectives and Ethical Experiences of Apps for Depression: A Qualitative Analysis of User Reviews
要旨

Apps for depression can increase access to mental health care but concerns abound with disparities between academic development of apps and those available through app stores. Reviews highlighted ethical shortcomings of these self-management tools, with a need for greater insight into how ethical issues are experienced by users. We addressed these gaps by exploring user reviews of such apps to better understand user experiences and ethical issues. We conducted a thematic analysis of 2,217 user reviews sampled from 40 depression apps in Google Play and Apple App Store, totaling over 77,500 words. Users reported positive and negative experiences, with ethical implications evident in areas of benefits, adverse effects, access, usability and design, support, commercial models, autonomy, privacy, and transparency. We integrated our elements of ethically designed apps for depression and principles of nonmaleficence, beneficence, justice, autonomy, and virtue, and we conclude with implications for ethical design of apps for depression.

著者
Dionne Bowie-DaBreo
Lancaster University, Lancaster, United Kingdom
Corina Sas
Lancaster University, Lancaster, United Kingdom
Heather Iles-Smith
Salford Royal NHS Foundation Trust, Salford, United Kingdom
Sandra I. Sünram-Lea
Lancaster University, Lancaster, United Kingdom
論文URL

https://dl.acm.org/doi/abs/10.1145/3491102.3517498

動画
Mood Worlds: A Virtual Environment for Autonomous Emotional Expression
要旨

Immersive interactive technologies such as virtual reality (VR) have the potential to foster well-being. While VR applications have been successfully used to evoke positive emotions through the presetting of light, colour and scenery, the experiential potential of allowing users to independently create a virtual environment (VE) has not yet been sufficiently addressed. To that end, we explore how the autonomous design of a VE can affect emotional engagement and well-being. We present Mood Worlds -- a VR application allowing users to visualise their emotions by self-creating a VE. In an exploratory evaluation (N=16), we found that Mood Worlds is an effective tool supporting emotional engagement. Additionally, we found that an autonomous creation process in VR increases positive emotions and well-being. Our work shows that VR can be an effective tool to visualise emotions, thereby increasing positive affect. We discuss opportunities and design requirements for VR as positive technology.

著者
Nadine Wagener
University of Bremen, Bremen, Germany
Jasmin Niess
University of St. Gallen, St. Gallen, Switzerland
Yvonne Rogers
UCL Interaction Centre, London, United Kingdom
Johannes Schöning
University of St. Gallen, St. Gallen, Switzerland
論文URL

https://dl.acm.org/doi/abs/10.1145/3491102.3501861

動画