Evidence map›Paper›PMID 39144914›Full record

ArticlePNAS nexus2024

Associations between 1930s HOLC grades and estimated population burden of cardiovascular disease risk factors in 2020.

Hanxue Wei, Benjamin R Spoer, Andrea R Titus, Taylor M Lampe, Marc N Gourevitch, Jacob W Faber, Steven J Korzeniewski, Samantha J Bauer, Lorna E Thorpe

Abstract read
In one paragraph

Article in PNAS nexus, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. 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

9 authors.

Hanxue WeiDepartment of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA.ORCID https://orcid.org/0000-0001-6657-4048
Benjamin R SpoerDepartment of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA.
Andrea R TitusDepartment of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA.ORCID https://orcid.org/0000-0001-7586-643X
Taylor M LampeDepartment of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA.ORCID https://orcid.org/0000-0001-7025-3271
Marc N GourevitchDepartment of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA.
Jacob W FaberRobert F. Wagner School, New York University, New York, NY 10003, USA.ORCID https://orcid.org/0000-0003-3829-0181
Steven J KorzeniewskiDepartment of Family Medicine and Public Health Sciences, Wayne State University School of Medicine, Detroit, MI 48201, USA.ORCID https://orcid.org/0000-0002-8895-6052
Samantha J BauerDepartment of Family Medicine and Public Health Sciences, Wayne State University School of Medicine, Detroit, MI 48201, USA.ORCID https://orcid.org/0000-0002-2529-2930
Lorna E ThorpeDepartment of Population Health, New York University Grossman School of Medicine, New York, NY 10016, USA.ORCID https://orcid.org/0000-0002-5535-2674

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Studies have recently begun to explore the potential long-term health impacts of homeownership policies implemented in the New Deal era. We investigated the association between assigned grades of lending risk by the Home Owners' Load Corporation (HOLC) maps from the 1930s and present-day prevalence of three cardiovascular risk factors (diabetes and obesity in 2020, and hypertension in 2019), estimated at the census tract level in the United States. To minimize potential confounding, we adjusted for sociodemographic data from the time period when HOLC maps were made. We calculated propensity scores (predicted probability of receiving a HOLC grade) and created a pseudo-population using inverse probability weighting. We then employed marginal structural models to estimate prevalence differences comparing A vs. B, B vs. C, and C vs. D HOLC grades. Adjusting only for regions, a less desirable HOLC grade was associated with higher estimated prevalence rates of present-day cardiovascular risk factors; however, most differences were no longer significant after applying propensity score methods. The one exception was that the prevalence of diabetes, hypertension, and obesity were all higher in C vs. B graded census tracts, while no differences were observed for C and D and A and B comparisons. These results contribute to a small body of evidence that suggests historical "yellowlining" (as C grade was in color yellow) may have had persistent impacts on neighborhood-level cardiovascular risk factors 80 years later.

Indexed as

cardiovascular risk factorHOLCIPWredlining

Identifiers

PMID39144914
PMCPMC11323776

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.