Evidence map›Paper›PMID 39177999›Full record

ArticleJAMA network open2024

Neighborhood-Level Disparities in Hypertension Prevalence and Treatment Among Middle-Aged Adults.

Madeleine M Blazel, Adam T Perzynski, Paul R Gunsalus, Lyla Mourany, Douglas D Gunzler, Robert W Jones, Elizabeth R Pfoh, Jarrod E Dalton

Abstract read
In one paragraph

Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing 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

18 citing papers in PubMed.

  1. Review
  2. The social environment and cognitive aging over the life course: laying out critical concepts and research gaps.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Review
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  7. From Co-Design to Quality Improvement: Using the Double Diamond Framework to Develop Primary Care Redesign Priorities for Hypertension Care.Health expectations : an international journal of public participation in health care and health policy · 2026
    Article
  8. Article
  9. Article
  10. Area deprivation, social vulnerability, and post-pregnancy blood pressure.medRxiv : the preprint server for health sciences · 2026
    Article
  11. Article
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  13. Article
  14. Trends in ischemic heart disease mortality among older adults with co-existing colorectal cancer in the US (1999-2023): a 25-Year retrospective study.The Egyptian heart journal : (EHJ) : official bulletin of the Egyptian Society of Cardiology · 2025
    Article
  15. Article
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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

8 authors.

Madeleine M BlazelCleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, Ohio.
Adam T PerzynskiCenter for Healthcare Research and Policy, Case Western Reserve University/MetroHealth Medical Center, Cleveland, Ohio.
Paul R GunsalusQuantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio.
Lyla MouranyQuantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio.
Douglas D GunzlerCenter for Healthcare Research and Policy, Case Western Reserve University/MetroHealth Medical Center, Cleveland, Ohio.
Robert W JonesCleveland Clinic Value-Based Operations, Cleveland Clinic, Cleveland, Ohio.
Elizabeth R PfohCenter for Value-Based Care Research, Cleveland Clinic, Cleveland, Ohio.
Jarrod E DaltonQuantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio.

Funding

Digital Twin Neighborhoods for Research on Place-Based Health Inequalities in Mid-LifeR01AG080486 · NIA · CLEVELAND CLINIC LERNER COM-CWRU · PI JARROD DALTON, Adam Thomas Perzynski · 2023 to 2026
$2.5M
NIA NIH HHS R01 AG080486
6 · The paper itself

Abstract

Importance: Hypertension in middle-aged adults (35-50 years) is associated with poorer health outcomes in late life. Understanding how hypertension varies by race and ethnicity across levels of neighborhood disadvantage may allow for better characterization of persistent disparities. Objective: To evaluate spatial patterns of hypertension diagnosis and treatment by neighborhood socioeconomic position and racial and ethnic composition. Design, Setting, and Participants: In this cross-sectional study of middle-aged adults in Cuyahoga County, Ohio, who encountered primary care in 2019, geocoded electronic health record data were linked to the area deprivation index (ADI), a neighborhood disadvantage measure, at the US Census Block Group level (ie, neighborhood). Neighborhoods were stratified by ADI quintiles, with the highest quintile indicating the most disadvantage. Data were analyzed between August 7, 2023, and June 1, 2024. Exposure: Essential hypertension. Main Outcomes and Measures: The primary outcome was a clinician diagnosis of essential hypertension. Spatial analysis was used to characterize neighborhood-level patterns of hypertension prevalence and treatment. Interaction analysis was used to compare hypertension prevalence by racial and ethnic group within similar ADI quintiles. Results: A total of 56 387 adults (median [IQR] age, 43.1 [39.1-46.9] years; 59.8% female) across 1157 neighborhoods, which comprised 3.4% Asian, 31.1% Black, 5.5% Hispanic, and 60.0% White patients, were analyzed. A gradient of hypertension prevalence across ADI quintiles was observed, with the highest vs lowest ADI quintile neighborhoods having a higher hypertension rate (50.7% vs 25.5%) and a lower treatment rate (61.3% vs 64.5%). Of the 315 neighborhoods with predominantly Black (>75%) patient populations, 200 (63%) had a hypertension rate greater than 35% combined with a treatment rate of less than 70%; only 31 of 263 neighborhoods (11.8%) comprising 5% or less Black patient populations met this same criterion. Compared with a spatial model without covariates, inclusion of ADI and percentage of Black patients accounted for 91% of variation in hypertension diagnosis prevalence among men and 98% among women. Men had a higher prevalence of hypertension than women across race and ADI quintiles, but the association of ADI and hypertension risk was stronger in women. Sex prevalence differences were smallest between Black men and women, particularly in the highest ADI quintile (1689 [60.0%] and 2592 [56.0%], respectively). Conclusions and Relevance: These findings show an association between neighborhood deprivation and hypertension prevalence, with disparities observed particularly among Black patients, emphasizing a need for structural interventions to improve community health.

Indexed as

Healthcare DisparitiesHealth Status DisparitiesHypertensionNeighborhood CharacteristicsAdultCross-Sectional StudiesEthnicityFemaleHumansMaleMiddle AgedOhioPrevalenceRacial Groups

Identifiers

PMID39177999
PMCPMC11344236

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.