25 citations · 75 across the 17 of their papers we have counts for
8 papers · 1 filter
Participant-Mediated Collection of Sensitive Digital Trace Data: The CANDOR Research Infrastructure
Andrew Zhao, Rijul Magu, Ekta Raj +2
Digital trace data provide rich measures of behavior in everyday settings, but the research ecosystem supporting their collection is constrained by declining platform API access an…
AI as We Describe It: How Large Language Models and Their Applications in Health are Represented Across Channels of Public Discourse
Jiawei Zhou, Lei Zhang, Mei Li +2
Representation shapes public attitudes and behaviors. With the recent advances and rapid adoption of LLMs, the way these systems are introduced will negotiate societal expectations…
The Role of Partisan Culture in Mental Health Language Online
Sachin R. Pendse, Ben Rochford, Neha Kumar +1
The impact of culture on how people express distress in online support communities is increasingly a topic of interest within Computer Supported Cooperative Work (CSCW) and Human-C…
Communication styles and reader preferences of LLM- and human-authored COVID-19 information explanations: a case study
Jiawei Zhou, Kritika Venkatachalam, Minje Choi +2
With the wide adoption of large language models (LLMs) in information assistance, it is essential to examine their alignment with human communication styles and values. We situate…
Linguistic Comparison of AI- and Human-Written Responses to Online Mental Health Queries
Koustuv Saha, Yoshee Jain, Violeta J. Rodriguez +1
The ubiquity and widespread use of digital and online technologies have transformed mental health support, with online mental health communities (OMHCs) providing safe spaces for p…
ExploreSelf: Fostering User-driven Exploration and Reflection on Personal Challenges with Adaptive Guidance by Large Language Models
Inhwa Song, SoHyun Park, Sachin R. Pendse +3
Expressing stressful experiences in words is proven to improve mental and physical health, but individuals often disengage with writing interventions as they struggle to organize t…
The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support
Inhwa Song, Sachin R. Pendse, Neha Kumar +1
People experiencing severe distress increasingly use Large Language Model (LLM) chatbots as mental health support tools. Discussions on social media have described how engagements…
Using Audio Data to Facilitate Depression Risk Assessment in Primary Health Care
Adam Valen Levinson, Abhay Goyal, Roger Ho Chun Man +7
Telehealth is a valuable tool for primary health care (PHC), where depression is a common condition. PHC is the first point of contact for most people with depression, but about 25…