ArticleEnvironment international2023
Characterizing vulnerabilities to climate change across the United States.
Article in Environment international, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
29 citing papers in PubMed.
- Direct and spillover hospitalisation patterns during climate hazards across regions of different health-system resilience levels in China: a nationwide retrospective analysis.The Lancet. Planetary health · 2026Observational
- Prenatal heat stress and predicted postpartum cardiovascular disease risk: a longitudinal cohort study.Scientific reports · 2026Article
- Occupational characteristics are missing from heat vulnerability indices: a study in New York and New Jersey.Environmental health : a global access science source · 2026Article
- Article
- Prenatal exposure to heat stress and postpartum depressive symptoms in the MADRES cohort in urban Los Angeles.Environmental research · 2026Article
- Impact of Climate Change on Rheumatology Care: A Global Perspective.Rheumatic diseases clinics of North America · 2026Review
- Ethical dilemmas in climate change and healthcare delivery: a cross-sectional survey of US patient perspectives.BMC medicine · 2026Article
- An updated modeling framework and sensitivity analysis of methodology for the climate health vulnerability index.Nature communications · 2026Article
- Regular Medicaid Home Visits and Emergency Department Use Among Older Adults During Extreme Heat.JAMA network open · 2026Article
- Community resilience indicators to inform geospatial health analyses: curating the resilience domain of the North Carolina multi-stressors database (NCMSD).Frontiers in public health · 2026Article
- Article
- How can academic researchers more effectively contribute to environmental toxicology and health efforts for regulatory decisions, policymakers, nonprofits, and communities?Journal of toxicology and environmental health. Part B, Critical reviews · 2026Review
- An environmental vulnerability index framework supporting targeted public health interventions at the census tracts level.Journal of exposure science & environmental epidemiology · 2026Article
- Climate Vulnerability Index and Incident Type 2 Diabetes in a Large Integrated Health Care System.JAMA network open · 2025Article
- Time Profile of U.S. Neighborhoods: Datasets of Time Use at Social Infrastructure Places.Scientific data · 2025Article
- Adverse Birth Outcomes Associated with Heat Stress and Wildfire Smoke Exposure During Preconception and Pregnancy.Environmental science & technology · 2025Article
- Marine Microplastic Levels and the Prevalence of Cardiometabolic Diseases in US Coastline Counties.Journal of the American Heart Association · 2025Article
- Climate Vulnerability and Cardiovascular-Kidney-Metabolic Disease in the United States.Journal of the American Heart Association · 2025Article
- Impact of Marine Microplastics on Neurologic and Functional Disabilities: A Population-Level Study.European journal of neurology · 2025Article
- The role of climate and population change in global flood exposure and vulnerability.Nature communications · 2025Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
Climate change will cause a range of related risks, including increases in infectious and chronic disease, intensified social and economic stresses, and more frequent extreme weather events. Vulnerable groups will be disproportionately affected due to greater exposure to climate risks and lower ability to prepare, adapt, and recover from their effects. Better understanding of the intersection of vulnerability and climate change risks is required to identify the most important drivers of future climate risks and effectively build resilience and deploy targeted adaptation efforts. Incorporating community stakeholder input, we identified and integrated available public health, social, economic, environmental, and climate data in the United States (U.S.), comprising 184 indicators, to develop a Climate Vulnerability Index (CVI) composed of four baseline vulnerabilities (health, social/economic, infrastructure, and environment) and three climate change risks (health, social/economic, extreme events). We find that the vulnerability to and risks from climate change are highly heterogeneous across the U.S. at the census tract scale, and geospatially cluster into complementary areas with similar climate risks but differing baseline vulnerabilities. Our results therefore demonstrate that not only are climate change risks both broadly and variably distributed across the U.S., but also that existing disparities are often further exacerbated by climate change. The CVI thus lays a data-driven, scientific foundation for future research on the intersection of climate change risks with health and other inequalities, while also identifying health impacts of climate change as the greatest research gap. Moreover, given U.S. government initiatives surrounding climate and equity, the CVI can be instrumental in empowering communities and policymakers to better prioritize resources and target interventions, providing a template for addressing local-scale climate and environmental justice globally.
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Registered trials
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