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 correlations with SleepHealth collected features

Further reading

SBM2022 abstract:

https://docs.google.com/document/d/1kgu1X_iP020l24sIaXFPv2ov40oyudKH_-lLPvF5J9Y/edit?usp=sharing

Additional information

Nature Paper:

https://www.nature.com/articles/s41597-020-00753-2

Resource Stack