Health measurements
Anchor wearable observations in study-specific measurements of health and lung function.
Health-assessment component with a Nouna respiratory study example
Measurements & outputs
Research workflow
Use trained staff and the approved measurement protocol to obtain interpretable assessments.
Combine measurements with repeated respiratory questionnaires, wearables and exposure records in the Nouna study example.
Interpretation & current limits
Documented applications & research context
Links identify relevant studies and settings. Configuration and implementation stage differ between projects.
Publications & evidence
Read the study-specific methods, results and limitations. The framework paper describes the wider approach.
Introduces the modular CHEERS framework linking population surveillance, environmental measurements and individual health data.
Methods, findings & limitations ↗Methods in exchange
Source & scope
Content and images draw on Sandra Barteit’s Freiburg lecture, The Impact of Climate Change on Human Health: Lessons from Low- and Middle-Income Countries, slides 30, 47. Publication pages provide the corresponding research evidence. Reviewed 12 November 2026.
Images extracted from the lecture retain the original device or research illustration. Product images identify examples used in the source material.