Background/History
Sleep disturbance is increasingly recognized as one of the key transdiagnostic risk factors across psychiatric disorders. The SleepHealth Mobile App Study aimed to understand real-world factors impacting people’s sleep and daytime functioning in naturalistic settings. Study participants completed surveys related to sleep health during onboarding along with sleep diaries documenting factors affecting their daily sleep.
Purpose
To assess whether the personality traits learned from participants’ sleep diaries are associated with sleep quality and daytime functioning.
Benefits
How we can improve sleep quality by finding the cross-section analysis of features
How
Extracting psycholinguistic features and finding correlation with SleepHealth provided features
Further reading
https://docs.google.com/document/d/1kgu1X_iP020l24sIaXFPv2ov40oyudKH_-lLPvF5J9Y/edit?usp=sharing
Additional information
Resource Stack
| Resource | Location |
|---|---|
| Point of Contact | |
| Admin | |
| Project Tracking | https://github.com/aid4mh/sleepHealth_dataAnalysis/projects/1 |
| Code Repo | |
| GDrive | https://drive.google.com/drive/folders/1UE1mlN76LZ55-I7QFB27qZb8luVXLNJI?usp=sharing |