ArticleJMIR mHealth and uHealth2022
Wearables for Measuring Health Effects of Climate Change-Induced Weather Extremes: Scoping Review.
Article in JMIR mHealth and uHealth, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- A comprehensive review of thermal ablation technologies for transdermal drug delivery: mechanisms, commercial products, and future smart systems.Drug delivery and translational research · 2026Review
- Data Considerations for Estimating Ambient Heat Exposure for Environmental Epidemiological Studies.Current environmental health reports · 2026Review
- Investigating environmental heat exposure and its effects on maternal and fetal health in rural Northern Ghana (Physio-HeMAB Study): a study protocol for a cluster randomized trial.BMC public health · 2026Article
- Working conditions and state of health of employees working indoor and outdoor with varying levels of physical demand: Insights from the BIBB/BAuA employment survey 2024.BMC public health · 2026Article
- Cool Solutions in Hot Times: The Case for Digital Health in Heatwave Action Plans.Online journal of public health informatics · 2025Article
- Burden of heat stress on residual work capacity among farmers living with chronic HIV in Siaya county, Kenya: a longitudinal observational study protocol.BMC public health · 2025Observational
- Digital technologies for climate-related health education, behavior and risk reduction: a systematic scoping review.NPJ digital medicine · 2025Article
- Wearable device monitoring of HIV health in the face of climate change and weather exposures: protocol for a mixed-methods study.BMJ open · 2025Article
- Acceptability and feasibility of research grade wearables for monitoring heat stress in Kenyan farmers.NPJ digital medicine · 2025Article
- The impact of climatic factors on negative sentiments: An analysis of human expressions from X platform in Germany.iScience · 2025Article
- Impacts of temperature and solar radiation changes in northern Europe on key population health behaviors: a scoping review of reviews.Scandinavian journal of public health · 2025Article
- Laboratory comparison of consumer-grade and research-established wearables for monitoring heart rate, body temperature, and physical acitivity in sub-Saharan Africa.Frontiers in physiology · 2025Article
- Modelling personal temperature exposure using household and outdoor temperature and questionnaire data: Implications for epidemiological studies.Environment international · 2024Article
- Assessment of Heat Exposure and Health Outcomes in Rural Populations of Western Kenya by Using Wearable Devices: Observational Case Study.JMIR mHealth and uHealth · 2024Observational
- Assessing the Effect of Extreme Weather on Population Health Using Consumer-Grade Wearables in Rural Burkina Faso: Observational Panel Study.JMIR mHealth and uHealth · 2023Observational
- Widening the lens of population-based health research to climate change impacts and adaptation: the climate change and health evaluation and response system (CHEERS).Frontiers in public health · 2023Article
- Developing Climate Change and Health Impact Monitoring with eHealth at the South East Asia Community Observatory and Health and Demographic Surveillance Site, Malaysia (CHIMES).Frontiers in public health · 2023Article
- The role of sensors for building individual climate resilience and mitigating the impact on health services from extreme weather events such as heatwaves: A perspective review.The journal of climate change and healthArticle
Corrections and comments
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Authors and funding
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAlthough climate change is one of the biggest global health threats, individual-level and short-term data on direct exposure and health impacts are still scarce. Wearable electronic devices (wearables) present a potential solution to this research gap. Wearables have become widely accepted in various areas of health research for ecological momentary assessment, and some studies have used wearables in the field of climate change and health. However, these studies vary in study design, demographics, and outcome variables, and existing research has not been mapped.
objectiveIn this review, we aimed to map existing research on wearables used to detect direct health impacts and individual exposure during climate change-induced weather extremes, such as heat waves or wildfires.
methodsWe conducted a scoping review according to the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) framework and systematically searched 6 databases (PubMed [MEDLINE], IEEE Xplore, CINAHL [EBSCOhost], WoS, Scopus, Ovid [MEDLINE], and Google Scholar). The search yielded 1871 results. Abstracts and full texts were screened by 2 reviewers (MK and IM) independently using the inclusion and exclusion criteria. The inclusion criteria comprised studies published since 2010 that used off-the-shelf wearables that were neither invasive nor obtrusive to the user in the setting of climate change-related weather extremes. Data were charted using a structured form, and the study outcomes were narratively synthesized.
resultsThe review included 55,284 study participants using wearables in 53 studies. Most studies were conducted in upper-middle-income and high-income countries (50/53, 94%) in urban environments (25/53, 47%) or in a climatic chamber (19/53, 36%) and assessed the health effects of heat exposure (52/53, 98%). The majority reported adverse health effects of heat exposure on sleep, physical activity, and heart rate. The remaining studies assessed occupational heat stress or compared individual- and area-level heat exposure. In total, 26% (14/53) of studies determined that all examined wearables were valid and reliable for measuring health parameters during heat exposure when compared with standard methods.
conclusionsWearables have been used successfully in large-scale research to measure the health implications of climate change-related weather extremes. More research is needed in low-income countries and vulnerable populations with pre-existing conditions. In addition, further research could focus on the health impacts of other climate change-related conditions and the effectiveness of adaptation measures at the individual level to such weather extremes.
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