August 2, 2025Open Access

Harnessing Digital Phenotyping to Advance University Student Mental Health (Brightline): Study Protocol for a Prospective Observational Study

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SISakura ItoNanyang Technological University CAChin‐Siang AngWorld Health Organization - Pakistan OKOnno P. KampmanHong Kong University of Science and Technology

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Implication

Observational study identifies digital biomarkers of depression and anxiety in university students using wearables, suggesting innovative mental health monitoring strategies.

Key Points

The study aims to leverage digital phenotyping to improve mental health among university students.
Passive data from wearables and active self-report questionnaires will be collected over six months.
500 students from Singapore will participate to identify behavioral biomarkers of mental health issues.
Findings will inform predictive models to identify at-risk students, enhancing mental health intervention strategies.

Cite This Study

Ito et al. (2025) studied this question.

synapsesocial.com/papers/689a0c72e6551bb0af8cffc4 https://doi.org/10.1101/2025.07.31.25332472

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Implication

Observational study identifies digital biomarkers of depression and anxiety in university students using wearables, suggesting innovative mental health monitoring strategies.

Harnessing Digital Phenotyping to Advance University Student Mental Health (Brightline): Study Protocol for a Prospective Observational Study

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Key Points

Cite This Study

Harnessing Digital Phenotyping to Advance University Student Mental Health (Brightline): Study Protocol for a Prospective Observational Study

Discussion

Member takes

Implication

Key Points

Cite This Study

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