ArticleEnvironmental health perspectives2019
Evidence for Urban-Rural Disparity in Temperature-Mortality Relationships in Zhejiang Province, China.
Article in Environmental health perspectives, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 3 of them syntheses that pooled it.
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Who cites it
50 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Building the model: a review of input structures in extreme temperature-health.Environmental health : a global access science source · 2026Pooled it
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- Heatwave Definition and Impact on Cardiovascular Health: A Systematic Review.Public health reviews · 2023Pooled it
- El Niño-Southern Oscillation and Diarrhea Risk among Young Children in Low- and Middle-Income Countries.Environmental health perspectives · 2026Article
- Association between extreme temperature events and intrinsic capacity trajectories among middle-aged and older adults: the China Health and Retirement Longitudinal Study (CHARLS).BMC public health · 2026Article
- Epidemiologically validated spatial modelling reveals fine-scale heat health risks.Environmental science and ecotechnology · 2026Article
- Association of Environmental Factors and Aging Levels Under Different Urbanization Levels in China.GeoHealth · 2026Article
- A satellite based machine learning approach for estimating high resolution daily average air temperature in a megacity in Brazil.Scientific reports · 2026Article
- Environmental cold exposure and cardiovascular mortality: biological mechanisms, regional heterogeneity, and public health implications.Frontiers in public health · 2026Review
- Heat- and Cold-Related Mortality Burden in the US From 2000 to 2020.JAMA network open · 2025Article
- Ambient temperature and non-accidental mortality: A nationwide space-time-stratified case-crossover study within the 100 million Brazilian Cohort.Environment international · 2025Article
- Study of socioeconomic differences of long-term PMBMC public health · 2025Article
- Community-level risk factors for temperature-related mortality in France.Environmental epidemiology (Philadelphia, Pa.) · 2025Article
- Inequality in mortality risk of older adults between rural and urban areas exposure to temperature variations in China.BMC public health · 2025Article
- Widowhood disparities in nonaccidental mortality attributable to heat waves and ozone.Eco-Environment & Health · 2025Article
- How Systemic Barriers Can Impact Health Inequities When Facing Climate Change Stressors: A Scoping Review of Global Differences.GeoHealth · 2025Review
- Estimating Heat-Related Mortality Burden Changes under Type-Specific Green and Blue Space Scenarios in China.Environmental health perspectives · 2025Article
- The differential effect of ambient temperature on age-specific and sex-specific mortality in the 300 largest cities of Russia, 2000-19: a first national time-series study.The Lancet. Planetary health · 2025Article
- Heat and hospitalization risks among people with disabilities in South Korea.Nature communications · 2025Article
- Global, regional, and national burden of ischemic heart disease attributed to non-optimal temperature, 1990-2021: an age-period-cohort analysis of the global burden of disease study.Frontiers in cardiovascular medicine · 2025Article
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Authors and funding
18 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundTemperature-related mortality risks have mostly been studied in urban areas, with limited evidence for urban-rural differences in the temperature impacts on health outcomes.
objectivesWe investigated whether temperature-mortality relationships vary between urban and rural counties in China.
methodsWe collected daily data on 1 km gridded temperature and mortality in 89 counties of Zhejiang Province, China, for 2009 and 2015. We first performed a two-stage analysis to estimate the temperature effects on mortality in urban and rural counties. Second, we performed meta-regression to investigate the modifying effect of the urbanization level. Stratified analyses were performed by all-cause, nonaccidental (stratified by age and sex), cardiopulmonary, cardiovascular, and respiratory mortality. We also calculated the fraction of mortality and number of deaths attributable to nonoptimum temperatures associated with both cold and heat components. The potential sources of the urban-rural differences were explored using meta-regression with county-level characteristics.
resultsIncreased mortality risks were associated with low and high temperatures in both rural and urban areas, but rural counties had higher relative risks (RRs), attributable fractions of mortality, and attributable death counts than urban counties. The urban-rural disparity was apparent for cold (first percentile relative to minimum mortality temperature), with an RR of 1.47 [95% confidence interval (CI): 1.32, 1.62] associated with all-cause mortality for urban counties, and 1.98 (95% CI: 1.87, 2.10) for rural counties. Among the potential sources of the urban-rural disparity are age structure, education, GDP, health care services, air conditioners, and occupation types.
conclusionsRural residents are more sensitive to both cold and hot temperatures than urban residents in Zhejiang Province, China, particularly the elderly. The findings suggest past studies using exposure-response functions derived from urban areas may underestimate the mortality burden for the population as a whole. The public health agencies aimed at controlling temperature-related mortality should develop area-specific strategies, such as to reduce the urban-rural gaps in access to health care and awareness of risk prevention. Future projections on climate health impacts should consider the urban-rural disparity in mortality risks. https://doi.org/10.1289/EHP3556.
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