5 papers
A Formative Study of Brief Affective Text as a Complement to Wearable Sensing for Longitudinal Student Health Monitoring
Tamunotonye Harry, Johanna Hidalgo, Matthew Price +7
Wearable devices capture physiological and behavioral data with increasing fidelity, but the psychological context shaping these outcomes is difficult to recover from sensor data a…
Taste for Privacy: How Context, Identity, and Lived-Experience Shape Information Sharing Preferences
Juniper Lovato, Laurent Hébert-Dufresne, Mohsen Ghasemizade +6
Privacy preferences are not fixed individual traits, they depend on context and lived experiences. In this study, we analyze 2,912 survey responses from 782 college students collec…
Identifying Body Composition Measures That Correlate with Self-Compassion and Social Support
Enerson Poon, Mikaela Irene Fudolig, Johanna E. Hidalgo +8
This study explores the relationship between body composition metrics, self-compassion, and social support among college students. Using seasonal body composition data from the InB…
Aim High, Stay Private: Differentially Private Synthetic Data Enables Public Release of Behavioral Health Information with High Utility
Mohsen Ghasemizade, Juniper Lovato, Christopher M. Danforth +5
Sharing health and behavioral data raises significant privacy concerns, as conventional de-identification methods are susceptible to privacy attacks. Differential Privacy (DP) prov…
Collective sleep and activity patterns of college students from wearable devices
Mikaela Irene Fudolig, Laura S. P. Bloomfield, Matthew Price +11
To optimize interventions for improving wellness, it is essential to understand habits, which wearable devices can measure with greater precision. Using high temporal resolution bi…