Monitoring biopsychosocial (BPS) health and wellbeing indices through wearable sensor devices and affective (emotions and mood) mobile app: The development of predictive algorithms to better understand and improve health.
Not Applicable
Withdrawn
- Conditions
- Determining algorithms/profiles between affective states and physiological markers (such as heart rate variability, sleep quality, activity levels, social interaction)Mental Health - Studies of normal psychology, cognitive function and behaviour
- Registration Number
- ACTRN12614001304628
- Lead Sponsor
- Federation Universtiy
- Brief Summary
Not available
- Detailed Description
Not available
Recruitment & Eligibility
- Status
- Withdrawn
- Sex
- All
- Target Recruitment
- 200
Inclusion Criteria
Adults with access to the internet, an internet-connected mobile phone.
Exclusion Criteria
Unable to attend appointments with research staff at Federation University, pregnant, having a documented life threatening illness (e.g., cancer), traumatic brain injury, cardiovascular disease, or a current untreated severe (psychotic) mental illness.
Study & Design
- Study Type
- Observational
- Study Design
- Not specified
- Primary Outcome Measures
Name Time Method Affective mood states as measured by the Affective mobile app in real time. <br>[Measured five times a day (random alerts) by the Affective mobile app. The completion of the survey will take between 1-3 minutes and the number of days whereby participants will be asked to complete the daily affective app survey's range from 1 day to 4 weeks.]
- Secondary Outcome Measures
Name Time Method Psychological self report measures (PHQ-9, GAD-7, Kessler 6, Difficulties in Emotional Regulation Scale, Emotional Regulation Scale, Mindfulness Awareness, Perceived Stress Scale, Personality Traits, Mental Health Continuum and the Flourishing Scale) will be recorded for possible sub-group analysis, classification and predictors of biometric data patterns.[The psychological self report measures will be administered once, prior to the using the affective mobile app and wearing the biometric devices. ];Biometric data (heart rate, heart rate variability, respiration rate, skin temperature, movement, galvanic skin response) as measured by the biometric devices. [Continuously for a period of 24 hours and up to 4 weeks.]