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Health, Healthcare, and Wellbeing / Passive Sensing, Behavior Modeling, and Mental State Prediction

How can social media data be used effectively to improve mental health services under ethical and data bias challenges?

helpResearch questionPassive Sensing, Behavior Modeling, and Mental State Prediction

How can social media data be used effectively to improve mental health services under ethical and data bias challenges?

IUI '22Employing Social Media to Improve Mental Health: Pitfalls, Lessons Learned, and the Next Frontier

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helpResearch questionPassive Sensing, Behavior Modeling, and Mental State Prediction

Can smart rings detect perimenopausal depression early by monitoring physiological indicators?

UbiComp '24Smart Rings for Early Detection of Peri-menopausal Depression: A Research Protocol

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Which physiological changes are most strongly associated with perimenopausal depression symptoms and can smart rings capture them?

UbiComp '24Smart Rings for Early Detection of Peri-menopausal Depression: A Research Protocol

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What are participants' experiences and improvement suggestions for using smart rings for perimenopausal depression detection?

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Can weekly mental health prediction models support users' long-term planning more effectively than short-term predictions?

UbiComp '24A Long-Term Perspective on Planning the Future: The Effectiveness of Weekly Mental Health Prediction

helpResearch questionPassive Sensing, Behavior Modeling, and Mental State Prediction

How can new mental health metrics (e.g., 'psychological debt') enhance user understanding of behavior-future mental state relationships?

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Are users more willing to proactively plan work and leisure in systems based on mental health predictions?

UbiComp '24A Long-Term Perspective on Planning the Future: The Effectiveness of Weekly Mental Health Prediction

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