Laboratory comparison of consumer-grade and research-established wearables for monitoring heart rate, body temperature, and physical acitivity in sub-Saharan Africa
Feasibility and measurement performance are context-specific.
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Summary
Compares consumer-grade and established research devices under standardized conditions for field research in Africa.
The summary describes the published study and the sources listed below.
Scientific notes: 2026-11-11 · Research connections: 12 November 2026Key findings
Key findings
Device agreement depended on activity and outcome, demonstrating why field studies require measurement-specific validation.
Study design & setting
Study design and methods
Population, setting or evidence base
Berlin laboratory, September 2021: 22 healthy young adults recruited; 21 evaluable per comparison. Single rest/incremental treadmill session.
Methods
Paired comparisons against ECG, heat-flux temperature, accelerometry and calorimetry.
Limits to interpretation
Limitations
Young, fair-skinned sample; Treadmill movement differs from farming; Some reference measures were estimates rather than gold standards.
Research relevance
Research relevance
Supports cautious interpretation and device-specific quality assurance.
People, places & projects
Research connections
Labels identify published coauthors, study settings, planned protocol settings and wider methods or network connections.
Coauthors with research profiles
Sites & research settings
Projects & methods connections
Published sources & review scope
Sources
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