Evidence map›Paper›PMID 34325692›Full record

ArticleBMC public health2021

Association between temperature exposure and cognition: a cross-sectional analysis of 20,687 aging adults in the United States.

Anam M Khan, Jessica M Finlay, Philippa Clarke, Ketlyne Sol, Robert Melendez, Suzanne Judd, Carina J Gronlund

Abstract read
In one paragraph

Article in BMC public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
29citing 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

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

  1. Pooled it
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  14. The correlation between high temperature and cognitive function: a CHARLS 2018 cross-sectional study.Archives of public health = Archives belges de sante publique · 2025
    Article
  15. Home Ambient Temperature and Self-Reported Attention in Community-Dwelling Older Adults.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025
    Observational
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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

7 authors.

Anam M KhanDepartment of Epidemiology, School of Public Health, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109-2029, USA. anammk@umich.edu.ORCID 0000-0003-0617-9243
Jessica M FinlaySocial Environment and Health, Institute for Social Research, University of Michigan, 426 Thompson Street, Ann Arbor, MI, 48104, USA.
Philippa ClarkeDepartment of Epidemiology, School of Public Health, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, 48109-2029, USA.
Ketlyne SolSocial Environment and Health, Institute for Social Research, University of Michigan, 426 Thompson Street, Ann Arbor, MI, 48104, USA.
Robert MelendezSocial Environment and Health, Institute for Social Research, University of Michigan, 426 Thompson Street, Ann Arbor, MI, 48104, USA.
Suzanne JuddDepartment of Biostatistics, University of Alabama at Birmingham, Ryals Public Health Building (RPHB), 1665 University Boulevard, Birmingham, AL, 35233, USA.
Carina J GronlundSocial Environment and Health, Institute for Social Research, University of Michigan, 426 Thompson Street, Ann Arbor, MI, 48104, USA.

Funding

VCID and Stroke in a Bi-racial National CohortU01NS041588 · NINDS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI CUSHMAN, MARY, HOWARD, GEORGE · 2002 to 2022
$96.0M
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
Strategic Vision & Impact on Environmental HealthP30ES017885 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Dana Dolinoy · 2011 to 2026
$21.3M
Cognitive Resilience and Community Context: Examining the role of Neighborhood Built and Social Environments for Slowing the Progression of Dementia among older AmericansRF1AG057540 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CLARKE, PHILIPPA · 2017 to 2019
$3.0M
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
ENHANCE: Developing a Clinical Geography Tool to Intervene in Cognitive Decline through Neighborhood DesignF32AG064815 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI FINLAY, JESSICA MARIE · 2019 to 2021
$128k
CIHRNCATS NIH HHS UL1 TR002240NIA NIH HHS F32 AG064815NIA NIH HHS RF1 AG057540NIEHS NIH HHS P30 ES017885NIEHS NIH HHS R00 ES026198NINDS NIH HHS U01 NS041588
6 · The paper itself

Abstract

backgroundOlder adults are particularly vulnerable to the adverse health effects of extreme temperature-related events. A growing body of literature highlights the importance of the natural environment, including air pollution and sunlight, on cognitive health. However, the relationship between exposure to outdoor temperatures and cognitive functioning, and whether there exists any differences across climate region, remains largely unexplored. We address this gap by examining the temperature-cognition association, and whether there exists any variation across climate regions in a national cohort of aging adults.

methodsIn this cross-sectional study, we obtained data on temperature exposure based on geocoded residential location of participants in the REasons for Geographic And Racial Differences in Stroke (REGARDS) study. For each participant, this information was linked to their cognitive scores from Word List Learning and Recall tests to assess cognitive functioning. We used distributed lag non-linear models (dlnm) to model temperature effects over 2 days. Multivariable linear regression was used to compute temperature-cognitive functioning associations, adjusted for important covariates. Region-specific ("Dry", "Mediterranean/oceanic", "Tropical" and "Continental") associations were examined by including an interaction term between climate region and temperature.

resultsAmongst 20,687 individuals (mean age = 67.8; standard deviation = 9.2), exposure to region-specific extreme cold temperatures in the "dry" region (e.g., Arizona) over 2 days was associated with lower cognitive scores (Mean Difference [MD]: -0.76, 95% Confidence Interval [CI]: - 1.45, - 0.07). Associations remained significant for cumulative effects of temperature over 2 days. Extremely cold exposure in the "Mediterranean/oceanic" region (e.g., California) over 2 days was also associated with significantly lower cognitive performance (MD: -0.25, 95% CI: - 0.47, - 0.04). No significant associations were observed for exposure to hot temperatures. Cognitive performance was slightly higher in late summer and fall compared to early summer.

conclusionWe noted adverse cognitive associations with cold temperatures in traditionally warmer regions of the country and improved cognition in summer and early fall seasons. While we did not observe very large significant associations, this study deepens understanding of the impact of climate change on the cognitive health of aging adults and can inform clinical care and public health preparedness plans.

Indexed as

Cold TemperatureHot TemperatureAgedAgingArizonaCognitionCross-Sectional StudiesHumansTemperatureUnited StatesAgingClimate and contextCognitive performanceDlnmExtreme coldExtreme heatOlder adultsREGARDSTemperature

Identifiers

PMID34325692
PMCPMC8323228

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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.