ArticleBMC emergency medicine2015
A spatial analysis of heat stress related emergency room visits in rural Southern Ontario during heat waves.
Article in BMC emergency medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it, 30 citations in OpenAlex.
- The Impact of Climate Change on Health Services in Low- and Middle-Income Countries: A Systematised Review and Thematic Analysis.International journal of environmental research and public health · 2024Pooled it
- Extreme heat and pediatric health in a warming world: a space-time stratified case-crossover investigation in Ontario, Canada.Environmental health : a global access science source · 2025Article
- Perennial disaster patterns in Central Europe since 2000 and implications for hospital preparedness planning - a cross-sectional analysis.Scientific reports · 2025Article
- A scoping review of the impact of extreme weather events on health outcomes and healthcare utilization in rural and remote areas.BMC health services research · 2024Article
- Assessment of heat stress contributing factors in the indoor environment among vulnerable populations in Klang Valley using principal component analysis (PCA).Scientific reports · 2024Article
- Identifying heat thresholds for South Africa towards the development of a heat-health warning system.International journal of biometeorology · 2024Article
- Impacts of compounding drought and heatwave events on child mental health: insights from a spatial clustering analysis.Discover mental health · 2024Article
- A comparison of the effect of weather and climate on emergency department visitation in Roanoke and Charlottesville, Virginia.Environmental research · 2020Article
- At-a-glance - Climate change impacts on health and wellbeing in rural and remote regions across Canada: a synthesis of the literature.Health promotion and chronic disease prevention in Canada : research, policy and practice · 2019Review
- Observational
- Understanding Weather and Hospital Admissions Patterns to Inform Climate Change Adaptation Strategies in the Healthcare Sector in Uganda.International journal of environmental research and public health · 2018Article
- Establishing Heat Alert Thresholds for the Varied Climatic Regions of British Columbia, Canada.International journal of environmental research and public health · 2018Article
Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn Southern Ontario, climate change may have given rise to an increasing occurrence of heat waves since the year 2000, which can cause heat stress to the general public, and potentially have detrimental health consequences. Heat waves are defined as three consecutive days with temperatures of 32 °C and above. Heat stress is the level of discomfort. A variety of heat stress indices have been proposed to measure heat stress (e.g., the heat stress index (HSI)), and has been shown to predict increases in morbidity and/or mortality rates in humans and other species. Maps visualizing the distribution of heat stress can provide information about related health risks and insight for control strategies. Information to inform heat wave preparedness models in Ontario was previously only available for major metropolitan areas.
methodsHospitals in communities of fewer than 100,000 individuals were recruited for a pilot study by telephone. The number of people visiting the emergency room or 24-hour urgent care service was collected for a total of 27 days, covering three heat waves and six 3-day control periods from 2010-2012. The heat stress index was spatially predicted using data from 37 weather stations across Southern Ontario by geostatistical kriging. Poisson regression modeling was applied to determine the rate of increased number of emergency room visits in rural hospitals with respect to the HSI.
resultsDuring a heat wave, the average rate of emergency room visits was 1.11 times higher than during a control period (IRR = 1.11, CI95% (IRR) = (1.07,1.15), p ≤ 0.001). In a univariable model, HSI was not a significant predictor of emergency room visits, but when accounting for the confounding effect of a spatial trend polynomial in the hospital location coordinates, a one unit increase in HSI predicted an increase in daily emergency rooms visits by 0.4% (IRR = 1.004, CI95%(IRR) = (1.0005,1.007), p = 0.024) across the region. One high-risk cluster and no low risk clusters were identified in the southwestern portion of the study area by the spatial scan statistic during heat waves. The high-risk cluster is located in a region with high levels of heat stress during heat waves.
conclusionsThis finding will aid hospitals and rural public health units in preventing and preparing for emergencies of foreseeable heat waves. Future research is needed to assess the relation between heat stress and individual characteristics and demographics of rural communities in Ontario.
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