Evidence map›Paper›PMID 31029138›Full record

ArticleEnvironmental health : a global access science source2019

Assessing the magnitude and uncertainties of the burden of selected diseases attributable to extreme heat and extreme precipitation under a climate change scenario in Michigan for the period 2041-2070.

Carina J Gronlund, Lorraine Cameron, Claire Shea, Marie S O'Neill

Abstract read
In one paragraph

Article in Environmental health : a global access science source, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. The impact of heat and cold events on direct, indirect, and intangible healthcare costs: a systematic review.The European journal of health economics : HEPAC : health economics in prevention and care · 2026
    Article
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  8. Adverse heat-health outcomes and critical environmental limits (Pennsylvania State University Human Environmental Age Thresholds project).American journal of human biology : the official journal of the Human Biology Council · 2023
    Review
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  10. Health effects from heat waves in France: an economic evaluation.The European journal of health economics : HEPAC : health economics in prevention and care · 2022
    Article
  11. Article
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  13. Factors That Influence Climate Change-Related Mortality in the United States: An Integrative Review.International journal of environmental research and public health · 2021
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Carina J GronlundCenter for Social Epidemiology and Population Health, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI, 48109-2029, USA. gronlund@umich.edu.ORCID 0000-0002-0533-745X
Lorraine CameronMichigan Climate and Health Adaptation Program, Division of Environmental Health, Michigan Department of Health and Human Services, 333 S. Grand Ave, Lansing, MI, 48909, USA.
Claire SheaMichigan Climate and Health Adaptation Program, Division of Environmental Health, Michigan Department of Health and Human Services, 333 S. Grand Ave, Lansing, MI, 48909, USA.
Marie S O'NeillDepartments of Epidemiology and Environmental Health Sciences, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI, 48109-2029, USA.

Funding

Michigan Institute for Clinical and Health Research (MICHR)UL1TR002240 · NCATS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LUMENG, JULIE C, MASHOUR, GEORGE ALEXANDER · 2017 to 2022
$54.9M
Michigan Institute for Clinical and Health Research (MCHR)UL1TR000433 · NCATS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MASHOUR, GEORGE ALEXANDER · 2012 to 2016
$49.9M
University of Michigan ERC-supplement (TRT)T42OH008455 · OH · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI NEITZEL, RICHARD L · 2005 to 2025
$32.3M
Strategic Vision & Impact on Environmental HealthP30ES017885 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Maureen Agnes Sartor · 2011 to 2026
$21.3M
Causal Mechanisms for Sustainable Adaptation to Adverse Heat and Precipitation Health EffectsR00ES026198 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI GRONLUND, CARINA · 2019 to 2021
$732k
MICHIGAN BUILDING RESILIENCE AGAINST CLIMATE EFFECTS (M-BRACE)UE1EH001124 · EH · MICHIGAN STATE DEPARTMENT OF HEALTH AND HUMAN SERVICES · PI CAMERON, LORRAINE L · 2013 to 2015
$565k
Causal Mechanisms for Sustainable Adaptation to Adverse Heat and Precipitation Health EffectsK99ES026198 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI GRONLUND, CARINA · 2017 to 2018
$216k
NCATS NIH HHS 2UL1TR000433-06NCATS NIH HHS UL1 TR000433NCATS NIH HHS UL1 TR002240NCEH CDC HHS EH001124NCEH CDC HHS UE1 EH001124NIEHS NIH HHS K99 ES026198NIEHS NIH HHS K99ES026198NIEHS NIH HHS P30 ES017885NIEHS NIH HHS R00 ES026198NIOSH CDC HHS T42 OH008455NIOSH CDC HHS T42 OH008455-09
6 · The paper itself

Abstract

backgroundExtreme heat (EH) and extreme precipitation (EP) events are expected to increase with climate change in many parts of the world. Characterizing the potential future morbidity and mortality burden of EH and EP and associated costs, as well as uncertainties in the estimates, can identify areas for public health intervention and inform adaptation strategies. We demonstrate a burden of disease and uncertainty assessment using data from Michigan, USA, and provide approaches for deriving these estimates for locations lacking certain data inputs.

methodsCase-crossover analysis adapted from previous Michigan-specific modeling was used to characterize the historical EH-mortality relationship by county poverty rate and age group. Historical EH-associated hospitalization and emergency room visit risks from the literature were adapted to Michigan. In the U.S. Environmental Protection Agency's BenMAP software, we used a novel approach, with multiple spatially-varying exposures, to estimate all non-accidental mortality and morbidity occurring on EH days (EH days; days where maximum temperature 32.2-35 C or > 35 C) and EP days. We did so for two time periods: the "historical" period (1971-2000), and the "projected" period (2041-2070), by county.

resultsThe rate of all non-accidental mortality associated with EH days increased from 0.46/100,000 persons historically to 2.9/100,000 in the projected period, for 240 EH-attributable deaths annually. EH-associated ED visits increased from 12/100,000 persons to 68/100,000 persons, for 7800 EH-attributable emergency department visits. EP-associated ED visits increased minimally from 1.7 to 1.9/100,000 persons. Mortality and morbidity were highest among those aged 65+ (91% of all deaths). Projected health costs are dominated by EH-associated mortality ($280 million) and EH-associated emergency department visits ($14 million). A variety of sources contribute to a moderate-to-high degree of uncertainty around the point estimates, including uncertainty in the magnitude of climate change, population composition, baseline health rates, and exposure-response estimates.

conclusionsThe approach applied here showed that health burden due to climate may significantly rise for all Michigan counties by midcentury. The costs to health care and uncertainties in the estimates, given the potential for substantial attributable burden, provide additional information to guide adaptation measures for EH and EP.

Indexed as

Climate ChangeMorbidityRainSnowCross-Over StudiesExtreme HeatGeographyIncidenceMichiganModels, TheoreticalRisk AssessmentSocioeconomic FactorsUncertaintyClimate changeEmergency departmentExtreme heatExtreme precipitationHospitalizationMorbidityMortality

Identifiers

PMID31029138
PMCPMC6487044

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.