Evidence mapPaperPMID 41728335Full record

ArticlemedRxiv : the preprint server for health sciences2026

Area deprivation, social vulnerability, and post-pregnancy blood pressure.

Allison E Gaffey, Matthew M Burg, Andrea C Kozai, Virginia R Nuckols, Jun Wu, Kiarri Kershaw, William Grobman, Bethany Barone Gibbs

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Allison E GaffeyDepartment of Internal Medicine (Cardiovascular Medicine), Yale School of Medicine, New Haven, CT.ORCID 0000-0002-2960-2772
Matthew M BurgDepartment of Internal Medicine (Cardiovascular Medicine), Yale School of Medicine, New Haven, CT.ORCID 0000-0002-1263-2385
Andrea C KozaiUniversity of Pittsburgh, Pittsburgh, PA.ORCID 0000-0001-8568-0911
Virginia R NuckolsDepartment of Kinesiology and Applied Physiology, University of Delaware, Newark DE.ORCID 0000-0001-5879-5991
Jun WuDepartment of Environmental and Occupational Health, School of Population & Public Health, University of California, Irvine, Irvine, CA.
Kiarri KershawDepartment of Preventive Medicine and Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL.ORCID 0000-0002-0063-6397
William GrobmanDepartment of Obstetrics and Gynecology, Brown University, Providence, RI.
Bethany Barone GibbsDepartment of Epidemiology and Biostatistics, West Virginia University, Morgantown, WV.ORCID 0000-0002-0732-6148

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Pregnancy is a critical test of women's cardiovascular risk. Structural factors may influence long-term cardiovascular health beyond individual, social experiences. We examined associations of neighborhood-level deprivation and individual-level social vulnerability (SV) during pregnancy with postpartum blood pressure (BP). Methods: This secondary analysis of a prospective cohort study used data from 3,728 nulliparous women in the nuMoM2b-HHS cohort followed from early pregnancy to 2-7 years post-delivery (Mage: 30.8 years, 65% non-Hispanic White, 14% with adverse pregnancy outcomes [APOs]). Multivariable linear and logistic regression models tested relations of the Area Deprivation Index (ADI) and SV (a composite of perceived stress, discrimination, pregnancy experiences, social support, health literacy, depression, and anxiety) with systolic BP (SBP), diastolic BP (DBP), and incident hypertension, adjusting for demographic and behavioral covariates. Effect modification by APO history was assessed. Results: In unadjusted models, both ADI and greater SV were positively associated with SBP and DBP (all Conclusions: Neighborhood deprivation during pregnancy was associated with higher BP up to seven years later, independent of individual social vulnerability. Structural context during pregnancy may contribute to early maternal cardiovascular risk.

Identifiers

PMID41728335
PMCPMC12919132

What Socratic 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 Socratic graph.