Evidence map›Paper›PMID 33528535›Full record

ArticleJAMA2021

Association Between County-Level Change in Economic Prosperity and Change in Cardiovascular Mortality Among Middle-aged US Adults.

Sameed Ahmed M Khatana, Atheendar S Venkataramani, Ashwin S Nathan, Elias J Dayoub, Lauren A Eberly, Dhruv S Kazi, Robert W Yeh, Nandita Mitra, S V Subramanian, Peter W Groeneveld

Abstract read
In one paragraph

Article in JAMA, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed
–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

27 citing papers in PubMed.

  1. Observational
  2. Article
  3. Association of neighborhood economic trajectories and risk of mortality among older adults.Archives of public health = Archives belges de sante publique · 2026
    Article
  4. Using AI to Improve Individual and Population Health.International journal of public health · 2026
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  16. The Ecology of Economic Distress and Life Expectancy.International journal of public health · 2024
    Article
  17. Health and Wealth in America.International journal of public health · 2024
    Article
  18. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Sameed Ahmed M KhatanaDivision of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Atheendar S VenkataramaniThe Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia.
Ashwin S NathanDivision of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Elias J DayoubPenn Cardiovascular Outcomes, Quality, & Evaluative Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Lauren A EberlyDivision of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Dhruv S KaziRichard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts.
Robert W YehRichard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts.
Nandita MitraThe Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia.
S V SubramanianHarvard T.H. Chan School of Public Health, Boston, Massachusetts.
Peter W GroeneveldPenn Cardiovascular Outcomes, Quality, & Evaluative Research Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia.

Funding

Training Program in Cardiovascular Biology and MedicineT32HL007843 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI THOMAS P. CAPPOLA, Sharlene M Day · 1996 to 2026
$11.0M
Association of Health Insurance with Access to Cardiovascular CareK23HL153772 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI KHATANA, SAMEED AHMED MUSTAFA · 2020 to 2024
$981k
NHLBI NIH HHS K23 HL153772NHLBI NIH HHS T32 HL007843
6 · The paper itself

Abstract

Importance: After a decline in cardiovascular mortality for nonelderly US adults, recent stagnation has occurred alongside rising income inequality. Whether this is associated with underlying economic trends is unclear. Objective: To assess the association between changes in economic prosperity and trends in cardiovascular mortality in middle-aged US adults. Design, Setting, and Participants: Retrospective analysis of the association between change in 7 markers of economic prosperity in 3123 US counties and county-level cardiovascular mortality among 40- to 64-year-old adults (102 660 852 individuals in 2010). Exposures: Mean rank for change in 7 markers of economic prosperity between 2 time periods (baseline: 2007-2011 and follow-up: 2012-2016). A higher mean rank indicates a greater relative increase or lower relative decrease in prosperity (range, 5 to 92; mean [SD], 50 [14]). Main Outcomes and Measures: Mean annual percentage change (APC) in age-adjusted cardiovascular mortality rates. Generalized linear mixed-effects models were used to estimate the additional APC associated with a change in prosperity. Results: Among 102 660 852 residents aged 40 to 64 years living in these counties in 2010 (51% women), 979 228 cardiovascular deaths occurred between 2010 and 2017. Age-adjusted cardiovascular mortality rates did not change significantly between 2010 and 2017 in counties in the lowest tertile for change in economic prosperity (mean [SD], 114.1 [47.9] to 116.1 [52.7] deaths per 100 000 individuals; APC, 0.2% [95% CI, -0.3% to 0.7%]). Mortality decreased significantly in the intermediate tertile (mean [SD], 104.7 [38.8] to 101.9 [41.5] deaths per 100 000 individuals; APC, -0.4% [95% CI, -0.8% to -0.1%]) and highest tertile for change in prosperity (100.0 [37.9] to 95.1 [39.1] deaths per 100 000 individuals; APC, -0.5% [95% CI, -0.9% to -0.1%]). After accounting for baseline prosperity and demographic and health care-related variables, a 10-point higher mean rank for change in economic prosperity was associated with 0.4% (95% CI, 0.2% to 0.6%) additional decrease in mortality per year. Conclusions and Relevance: In this retrospective study of US county-level mortality data from 2010 to 2017, a relative increase in county-level economic prosperity was significantly associated with a small relative decrease in cardiovascular mortality among middle-aged adults. Individual-level inferences are limited by the ecological nature of the study.

Indexed as

AdultCardiovascular DiseasesEmploymentFemaleHumansIncomeLinear ModelsMaleMiddle AgedMortalityRetrospective StudiesUnited States

Identifiers

PMID33528535
PMCPMC7856543

What OpenQuestion holds

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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.