Tag: Digital Mental Health Interventions
Engagement related more to baseline characteristics than outcomes
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in MedicineWhat the study found The study found several associations between engagement and patient or caregiver characteristics, but these associations were inconsistent in how strong they were and what they showed. There was more evidence that baseline characteristics affected engagement than evidence that engagement affected outcomes. Why the authors say this matters The authors conclude that…
Facial-video heart rate variability modestly distinguished depressive symptoms
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in PsychiatryStacking ensemble classifier combines facial video-derived heart rate variability with demographics to screen depression with moderate discrimination. AUROC 0.64 achieved across 1453 individuals.
Video increased mental health literacy, but not help-seeking intentions
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in PsychologyStudy evaluates narrative video intervention to improve mental health literacy and reduce stigma among Latinx adults, revealing gender differences and complex factors influencing help-seeking.
AI companions may support emotion regulation in socially anxious students
Phenomenological study examining AI companions’ role in emotion regulation support for university students with social anxiety, identifying benefits and technological dependence risks.
Reasoning-based LLMs may predict antidepressant response
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in PsychiatryStudy evaluates reasoning-based large language models for predicting 12-week remission in depressive disorder patients undergoing antidepressant monotherapy.
A single-case design was feasible for testing advisor training
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in PsychologyStudy demonstrates feasibility of single-case experimental designs for evaluating agricultural advisor training in digital mental health interventions for farmers.
