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Updated: May 2, 2026

An Application for Pairing with Wearable Devices to Monitor Personal Health Status
Published on: February 3, 2022
Tracking human activity and well-being in natural environments using wearable sensors and experience sampling
Sean T Doherty1, Christopher J Lemieux1, Culum Canally1
1Wilfrid Laurier University, 75 University Ave. West, Waterloo, Ontario, Canada.
This study used smartphone sensors and Experience Sampling Methods (ESM) to track nature contact and well-being. Findings show this combined approach effectively captures in-situ experiences and perceived health benefits from nature.
Area of Science:
- Environmental Psychology
- Digital Health
- Human-Computer Interaction
Background:
- Existing research on nature contact and well-being often relies on generalized self-reports.
- The in-situ experience and specific environmental factors influencing health benefits remain underexplored.
Purpose of the Study:
- To explore the use of smartphone-based Experience Sampling Methods (ESM) combined with sensor data for studying nature contact.
- To comprehensively investigate the perceived health and well-being impacts of in-situ nature experiences.
Main Methods:
- Developed custom software for passive tracking of Global Positioning Systems (GPS) and accelerometer data.
- Actively prompted participants with ESM surveys (moods, emotions, audio responses) during park visits.
- Utilized pilot test data to assess data quality and participant engagement.
Main Results:
- GPS and accelerometer data clearly identified participant activities (walking, cycling, etc.).
- ESM surveys yielded rich qualitative data, with participants providing detailed audio responses.
- Participants were willing to share insights into their experiences and perceived health impacts.
Conclusions:
- Combining passive sensing with interactive ESM surveys offers a feasible and less burdensome method for studying nature contact.
- This integrated approach enhances the ability to understand how nature contact promotes health and well-being.
- Future large-scale studies can leverage these techniques for deeper insights.
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