About this trial
This observational study will employ a multi-modal observation methodology, integrating data from wearable devices and smartphones to establish comprehensive digital biomarkers for identifying symptoms of mental health conditions in university students. The study aims to identify the digital behavioural markers associated with mental health conditions, develop predictive algorithms for mental health states from digital markers, and identify university students at risk for mental health conditions.
Eligibility criteria
Qualifiers
Be aged 18 years or older.
Be a current full-time undergraduate student.
Own a smartphone with Wi-Fi, 4G, and Bluetooth capabilities.
Possess adequate English language proficiency.
Disqualifiers
Are part-time students.
Have a current diagnosis of any mental health disorder or a past diagnosis with any bipolar disorder, substance use disorder, or any psychotic disorder.
Are currently undergoing mental health treatment.
Lack sufficient English proficiency.
Trial design
Treatments tested in this trial
- Observational
Treatment groups
Sponsors and collaborators
Nanyang Technological University
Lead sponsor
Ministry of Health, Singapore
Collaborator