Evidence map›Paper›PMID 40127909›Full record

ArticleJournal of epidemiology and community health2025

Association between spatial social polarisation and high blood pressure in older adults.

Hoda S Abdel Magid, Samuel Jaros, Gina S Lovasi, Andrea L Rosso, Annabel X Tan, David H Rehkopf, Lorene M Nelson, Michelle Carlson, Suzanne E Judd, Michelle C Odden

Abstract read
In one paragraph

Article in Journal of epidemiology and community health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

What it found

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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.

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

1 citing paper in PubMed.

  1. Article
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

10 authors.

Hoda S Abdel MagidDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA hmagid@usc.edu.ORCID http://orcid.org/0000-0002-5270-1197
Samuel JarosEpidemiology and Community Health, Stanford University, Stanford, California, USA.
Gina S LovasiUrban Health Collaborative, Drexel University, Philadelphia, Pennsylvania, USA.ORCID http://orcid.org/0000-0003-2613-9599
Andrea L RossoUniversity of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID http://orcid.org/0000-0001-5890-9856
Annabel X TanDepartment of Epidemiology and Population Health, Stanford University, Stanford, California, USA.ORCID http://orcid.org/0000-0001-8368-0301
David H RehkopfDepartment of Epidemiology and Population Health, Stanford University, Stanford, California, USA.ORCID http://orcid.org/0000-0002-7597-6513
Lorene M NelsonDepartment of Epidemiology and Population Health, Stanford University, Stanford, California, USA.ORCID http://orcid.org/0000-0002-9813-8088
Michelle CarlsonDepartment of Epidemiology, Johns Hopkins University, Baltimore, Maryland, USA.
Suzanne E JuddSchool of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, USA.
Michelle C OddenDepartment of Epidemiology and Population Health, Stanford University, Stanford, California, USA.ORCID http://orcid.org/0000-0002-5974-3648

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
Stanford Center for Clinical & Translational Education and Research (Spectrum)UL1TR003142 · NCATS · STANFORD UNIVERSITY · PI O'HARA, RUTH M · 2019 to 2023
$45.0M
Maternal Outcomes and Neurodevelopmental Effects of Antiepileptic Drugs (MONEAD)U01NS038455 · NINDS · STANFORD UNIVERSITY · PI MATTHEWS, ABIGAIL GOREN, MEADOR, KIMFORD J · 2012 to 2022
$27.7M
Exceptional Survival: Trajectories to Functional Aging (CHS All Stars)R01AG023629 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI NEWMAN, ANNE B. · 2004 to 2016
$9.5M
CARDIOVASCULAR HEALTH STUDY (CHS) - TASK AREA C, STUDY CLOSEOUT75N92021D00006 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE · 2021 to 2024
$8.4M
CHS research resources for the cardiovascular health of older adultsU01HL130114 · NHLBI · UNIVERSITY OF WASHINGTON · PI BURKE, GREGORY L, KRONMAL, RICHARD A · 2016 to 2019
$6.6M
CHS Events Follow-up StudyU01HL080295 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE M · 2005 to 2008
$4.6M
Infrastructure for mentored access to CHS data and specimensR01HL172803 · NHLBI · UNIVERSITY OF WASHINGTON · PI James S Floyd, Michelle Christina Odden · 2025 to 2026
$2.7M
Stanford BSSR Pre-Doctoral Training Program at the Intersection of Data Sciences with Behavioral, Social, and Population Health ResearchT32HL151323 · NHLBI · STANFORD UNIVERSITY · PI Michelle Christina Odden, David H Rehkopf · 2020 to 2026
$1.6M
ConProject-003R56AG049970 · NIA · DREXEL UNIVERSITY · PI LOVASI, GINA S · 2022 to 2023
$1.3M
Leveraging Spatial Epidemiology to Reduce Hypertension DisparitiesR00HL161479 · NHLBI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ABDEL MAGID, HODA · 2023 to 2025
$863k
Leveraging Spatial Epidemiology to Reduce Hypertension DisparitiesK99HL161479 · NHLBI · STANFORD UNIVERSITY · PI ABDEL MAGID, HODA · 2022 to 2022
$167k
NCATS NIH HHS UL1 TR003142NHLBI NIH HHS 75N92021D00006NHLBI NIH HHS HHSN268200800007CNHLBI NIH HHS HHSN268201200036CNHLBI NIH HHS HHSN268201800001CNHLBI NIH HHS K99 HL161479NHLBI NIH HHS N01 HC055222NHLBI NIH HHS N01 HC085079NHLBI NIH HHS N01 HC085080NHLBI NIH HHS N01 HC085081NHLBI NIH HHS N01 HC085082NHLBI NIH HHS N01 HC085083NHLBI NIH HHS N01 HC085086NHLBI NIH HHS R00 HL161479NHLBI NIH HHS R01 HL172803NHLBI NIH HHS T32 HL151323NHLBI NIH HHS U01 HL080295NHLBI NIH HHS U01 HL130114NIA NIH HHS R01 AG023629NIA NIH HHS R56 AG049970NIDA NIH HHS F31 DA057107NINDS NIH HHS U01 NS038455NINDS NIH HHS U01 NS041588
6 · The paper itself

Abstract

backgroundUsing data from the Cardiovascular Health Study (CHS) and the REasons for Geographic And Racial Differences in Stroke (REGARDS) study, we investigate the association between socioeconomic polarisation and blood pressure outcomes in black and white adults. We also validate previous findings that joint racial/ethnic and income measures of spatial social polarisation (SSP) outperform single domain measures.

methodsWe conducted a cross-sectional analysis using a retrospective cohort combining CHS (recruited 1989-1990 and 1992-1993) and REGARDS (recruited 2003-2007). The study included 5888 CHS participants aged ≥65 years and 30 183 REGARDS participants aged ≥45 years. SSP was measured using the Index of Concentration at the Extremes for education, race/ethnicity, income, home ownership, and joint race/ethnicity and income at ZIP code, census tract and county levels. The SSP measures were modelled against the presence of high blood pressure and systolic blood pressure.

resultsThe sample had a mean age of 66 (SD: 9), was majority female (56%), white/other (63%), and at least high school graduates (85%). A total of 26% had high blood pressure, with a mean systolic blood pressure of 129 mm Hg (SD: 18). Census tract-level models showed low-income black areas had 25% (95% CI 11%-40%) higher odds of high blood pressure and 1.8 mm Hg (95% CI 1.0-2.5) higher mean systolic blood pressure than high-income White areas.

conclusionGreater SSP is associated with a higher risk of high blood pressure and higher systolic blood pressure. Further investigating and reducing polarisation could help mitigate cardiovascular health disparities, improving outcomes for socioeconomically deprived communities.

Indexed as

Black or African AmericanHealth Status DisparitiesHypertensionWhiteAgedBlood PressureCross-Sectional StudiesFemaleHumansMaleMiddle AgedRetrospective StudiesSocioeconomic FactorsUnited StatesBLOOD PRESSURESOCIAL SCIENCESSPATIAL ANALYSIS

Identifiers

PMID40127909
PMCPMC12321185

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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.