ArticleThe Science of the total environment2019
Degrees and dollars - Health costs associated with suboptimal ambient temperature exposure.
Article in The Science of the total environment, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 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.
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
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Climate change, trending outcomes for the care of older people, and financial expenditure: a systematic review and narrative synthesis.BMC public health · 2026Pooled it
- Economic burden, health burden and predictive analysis of diabetes attributed to non-optimal temperature in global from 1990 to 2030.Journal of diabetes and metabolic disorders · 2025Article
- Long-term exposure to extreme heat and cold and cognitive decline in older adults: Results from the Reasons for Geographic and Racial Differences in Stroke (REGARDS) cohort.Environmental research · 2025Article
- Performance Under Fire: Older Adult Cognitive Risks and Protections Under Heat Strain.The Gerontologist · 2024Article
- The significant mechanism and treatments of cell death in heatstroke.Apoptosis : an international journal on programmed cell death · 2024Review
- The 2023 report of the Lancet Countdown on health and climate change: the imperative for a health-centred response in a world facing irreversible harms.Lancet (London, England) · 2023Review
- Health effects from heat waves in France: an economic evaluation.The European journal of health economics : HEPAC : health economics in prevention and care · 2022Article
- Indoor apparent temperature, cognition, and daytime sleepiness among low-income adults in a temperate climate.Indoor air · 2022Article
- Extreme Weather and Climate Change: Population Health and Health System Implications.Annual review of public health · 2021Review
- 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
4 authors.
Funding
Abstract
Suboptimal ambient temperature exposure significantly affects public health. Previous studies have primarily focused on risk assessment, with few examining the health outcomes from an economic perspective. To inform environmental health policies, we estimated the economic costs of health outcomes associated with suboptimal temperature in the Minneapolis/St. Paul Twin Cities Metropolitan Area. We used a distributed lag nonlinear model to estimate attributable fractions/cases for mortality, emergency department visits, and emergency hospitalizations at various suboptimal temperature levels. The analyses were stratified by age group (i.e., youth (0-19 years), adult (20-64 years), and senior (65+ years)). We considered both direct medical costs and loss of productivity during economic cost assessment. Results show that youth have a large number of temperature-related emergency department visits, while seniors have large numbers of temperature-related mortality and emergency hospitalizations. Exposures to extremely low and high temperatures lead to $2.70 billion [95% empirical confidence interval (eCI): $1.91 billion, $3.48 billion] (costs are all based on 2016 USD value) economic costs annually. Moderately and extremely low and high temperature leads to $9.40 billion [eCI: $6.05 billion, $12.57 billion] economic costs. The majority of the economic costs are consistently attributed to cold (>75%), rather than heat exposures and to mortality (>95%), rather than morbidity. Our findings support prioritizing temperature-related health interventions designed to minimize the economic costs by targeting seniors and to reduce attributable cases by targeting youth.
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Registered trials
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