Ultra-brief student concern texts analyzed with NLP associate with lower physical activity during academic concern weeks and poorer sleep plus lower heart rate variability during emotional exhaustion weeks, complementing wearable sensing.
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A case study of a teen-centered EMA platform found that gamification and a centralized dashboard sustained engagement and eased oversight, but technical instability and rigid data structures raised privacy issues and hindered analysis, yielding design guidelines for youth research apps.
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A Formative Study of Brief Affective Text as a Complement to Wearable Sensing for Longitudinal Student Health Monitoring
Ultra-brief student concern texts analyzed with NLP associate with lower physical activity during academic concern weeks and poorer sleep plus lower heart rate variability during emotional exhaustion weeks, complementing wearable sensing.
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Participation and Power: A Case Study of Using Ecological Momentary Assessment to Engage Adolescents in Academic Research
A case study of a teen-centered EMA platform found that gamification and a centralized dashboard sustained engagement and eased oversight, but technical instability and rigid data structures raised privacy issues and hindered analysis, yielding design guidelines for youth research apps.