RESOURCES
Dataset: Loneliness and Well-being in Finnish Immigrants
Loneliness & Well-Being Dataset
This open-access dataset, published on Dryad in 2025, provides a unique multimodal collection of physiological signals,
smartphone usage, and survey data from 39 first-generation Finnish immigrants over 28 days.
It includes raw and processed signals from wearables (Oura Ring, Samsung Galaxy Watch Active 2), passive smartphone
data (AWARE framework), and validated mental health questionnaires (PHQ-9, PSS, UCLA Loneliness, etc.).
The dataset enables research on loneliness, stress, mental health, and well-being in real-world settings and is
shared under a CC0 (public domain) license.
Loneliness and well-being in Finnish immigrants: A multimodal dataset from wearables and passive data collection
Publisher: Dryad • Published: Jun 11, 2025 • DOI:
10.5061/dryad.qz612jmrn
Longitudinal multimodal data (wearables + passive phone + EMA/surveys) from 39 first-generation immigrants (28 days).
Includes raw/processed PPG, IMU, sleep, activity, phone usage, and validated scales (e.g., PHQ-9, PSS, UCLA Loneliness).
Cite this dataset
Loneliness and well-being in Finnish immigrants: A multimodal dataset from wearables and passive data collection [Dataset]. Dryad.
https://doi.org/10.5061/dryad.qz612jmrn
- Contact person:
Amir M. Rahmani