๐๐ผ๐ป๐ฒ๐น๐ถ๐ป๐ฒ๐๐ ๐ฎ๐ป๐ฑ ๐ช๐ฒ๐น๐น ๐๐ฒ๐ถ๐ป๐ด ๐ถ๐ป ๐๐ถ๐ป๐ป๐ถ๐๐ต ๐๐บ๐บ๐ถ๐ด๐ฟ๐ฎ๐ป๐๐: ๐ ๐ ๐๐น๐๐ถ๐บ๐ผ๐ฑ๐ฎ๐น ๐๐ฎ๐๐ฎ๐๐ฒ๐ ๐ณ๐ฟ๐ผ๐บ ๐ช๐ฒ๐ฎ๐ฟ๐ฎ๐ฏ๐น๐ฒ๐ ๐ฎ๐ป๐ฑ ๐ฃ๐ฎ๐๐๐ถ๐๐ฒ ๐๐ฎ๐๐ฎ ๐๐ผ๐น๐น๐ฒ๐ฐ๐๐ถ๐ผ๐ป provides one of the most comprehensive resources to date on daily behavior, physiology, and emotional states in real life.
The study followed 39 first generation immigrants in Finland for 28 days and combined continuous data from wearables with smartphone derived digital behavior and validated ecological momentary assessments.
๐ง๐ต๐ฒ ๐ฑ๐ฎ๐๐ฎ๐๐ฒ๐ ๐ถ๐ป๐ฐ๐น๐๐ฑ๐ฒ๐:
โข Raw physiological signals, sleep metrics, heart rate and heart rate variability
โข Activity and movement data from wearables
โข Screen events, calls, messages and notifications from smartphones
โข Daily short surveys on loneliness and affect delivered multiple times each day
โข Weekly questionnaires on stress, depression, social connectedness and well being
This multimodal structure makes the dataset valuable for modeling temporal patterns, identifying digital markers of loneliness, and building new approaches for early detection, prevention and support in mental health.
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Centralive supported data collection on this project by enabling continuous monitoring, participant engagement and secure data flow.
