ArticleInternational journal of environmental research and public health2022
A Multistate Study on Housing Factors Influential to Heat-Related Illness in the United States.
Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
What it found
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Who cites it
5 citing papers in PubMed.
- A framework for impact based heat stress warning system for a coastal city in India.Scientific reports · 2026Article
- Community Assets as Protective Factors Buffering Health Effects of Environmental Hazards: Framework and Considerations for Environmental Epidemiologists.Environmental research, health : ERH · 2026Article
- Heat-Related Health Risks for People Experiencing Homelessness: A Rapid Review.Journal of urban health : bulletin of the New York Academy of Medicine · 2025Review
- Assessment of heat stress contributing factors in the indoor environment among vulnerable populations in Klang Valley using principal component analysis (PCA).Scientific reports · 2024Article
- Perceptions of the health risk from hot days and the cooling effect of urban green spaces: a case study in Xi'an, China.Frontiers in public health · 2023Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
As climate change increases the frequency and intensity of devastating and unpredictable extreme heat events, developments to the built environment should consider instigating practices that minimize the likelihood of indoor overheating during hot weather. Heatwaves are the leading cause of death among weather-related causes worldwide, including in developed and developing countries. In this empirical study, a four-step approach was used to collect, extract and analyze data from twenty-seven states in the United States. Three housing characteristic categories (i.e., general housing conditions, living conditions, and housing thermal inertia) and eight variables were extracted from the American Housing Survey database, ResStock database and CDC's National Environmental Public Health Tracking Network. Multivariable regression models were used to understand the influential variables, a multicollinearity test was used to determine the dependence of those variables, and then a logistic model was used to verify the results. Three variables-housing age (HA), housing crowding ratio (HCR), and roof condition (RC)-were found to be correlated with the risk of heat-related illness (HRI) indexes. Then, a logistic regression model was generated using the three variables to predict the risk of heat-related emergency department visits (EDV) and heat-related mortality (MORD) on a state level. The results indicate that the proposed logistic regression model correctly predicted 100% of the high-risk states for MORD for the eight states tested. Overall, this analysis provides additional evidence about the housing character variables that influence HRI. The outcomes also reinforce the concept of the built environment determined health and demonstrate that the built environment, especially housing, should be considered in techniques for mitigating climate change-exacerbated health conditions.
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Registered trials
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