Evidence map›Paper›PMID 41963758›Full record

ArticleJournal of urban health : bulletin of the New York Academy of Medicine2026

Comparing Neighborhood Indices of Socioeconomic Status, Segregation, and Healthcare Access for Predicting Late-Stage Breast Cancer.

Matthew R Dunn, Srijon Mukhopadhyay, Scarlett L Gomez, Lauren E McCullough, Terry Hyslop, Marc A Emerson, Melissa A Troester

Abstract readComparative Study
In one paragraph

Article in Journal of urban health : bulletin of the New York Academy of Medicine, 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

7 authors.

Matthew R DunnDepartment of Epidemiology, University of North Carolina, 253 Rosenau Hall, CB #7435, 135 Dauer Drive, Chapel Hill, NC, 27599, USA. mdunn@unc.edu.ORCID http://orcid.org/0000-0001-7618-4983
Srijon MukhopadhyayDepartment of Epidemiology, University of North Carolina, 253 Rosenau Hall, CB #7435, 135 Dauer Drive, Chapel Hill, NC, 27599, USA.
Scarlett L GomezDepartment of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA.
Lauren E McCulloughDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
Terry HyslopThomas Jefferson University, Sidney Kimmel Cancer Center, Philadelphia, PA, USA.
Marc A EmersonDepartment of Epidemiology, University of North Carolina, 253 Rosenau Hall, CB #7435, 135 Dauer Drive, Chapel Hill, NC, 27599, USA.
Melissa A TroesterDepartment of Epidemiology, University of North Carolina, 253 Rosenau Hall, CB #7435, 135 Dauer Drive, Chapel Hill, NC, 27599, USA.

Funding

Virology Research Program (Program 4)P30CA016086 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Deborah F. Tate · 1985 to 2026
$201.5M
Tissue Procurement & PathologyP50CA058223 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BENJAMIN CARLISLE CALHOUN · 1992 to 2026
$59.3M
UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Hazel B Nichols · 2001 to 2026
$36.3M
P53, DNA Repair Imbalance, and Immune Response in Breast Cancer Mortality DisparitiesR01CA253450 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KATHERINE A. HOADLEY, Melissa A. Troester · 2021 to 2026
$3.6M
Cancer Care Quality Training ProgramT32CA116339 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI ETHAN M. BASCH, Stephanie Brooke Wheeler · 2018 to 2026
$3.0M
Breast Cancer Research Foundation HEI-23-003NCI NIH HHS P30CA016080NCI NIH HHS P30CA016086NCI NIH HHS P50 CA058223NCI NIH HHS P50-CA058223NCI NIH HHS R01CA253450NCI NIH HHS T32 CA116339NIEHS NIH HHS P30 ES010126Susan G. Komen for the Cure OG22873776Susan G. Komen for the Cure OGUNC1202Susan G. Komen for the Cure SAC210102Susan G. Komen for the Cure TREND21686258U.S. Department of Defense HT94252310235
6 · The paper itself

Abstract

Composite indices of neighborhood-level social environment are frequently used in cancer research, but relationships among these indices have been seldom studied, especially in race-stratified analyses. We considered four census tract-level social indices: Neighborhood Deprivation Index (NDI; continuous, quartiles, and clusters); Yost (continuous, quartiles, and clusters); racialized-income Index of Concentration at the Extremes (ICE; continuous, quartiles, and clusters); and a care access metric (categorical). These were linked to the Carolina Breast Cancer Study, a cohort of 2998 adults (50% Black, 50% aged < 50 years) with invasive breast cancer, diagnosed 2008-2013 in North Carolina, USA. Age-adjusted associations of each index with late-stage breast cancer (stage III-IV) were assessed using generalized linear models and relative frequency differences (RFDs) and 95% confidence intervals (CIs). There were strong correlations (> 0.79 for pairwise comparisons) between the continuous NDI, Yost, and ICE, but pairwise agreement was moderate (55% to 70%) among indices as quartiles. Care access had low concordance with the other three indices. Among Black participants, late-stage breast cancer was associated with all indices, including the most disadvantaged quartile (vs least) of NDI (RFD = 7.0%, 95% CI: 1.6, 12.4), Yost (RFD = 8.8%, 95% CI: 3.3, 14.3), and ICE (RFD = 7.6%, 95% CI: 2.2, 13.0) and was strongly associated with care access (RFD = 9.4%, 95% CI: 3.8, 15.0). These associations were not significant among non-Black participants. Overall, multiple neighborhood-level social indices, including one based on healthcare data, are associated with late-stage breast cancer among Black participants, suggesting multiple dimensions of vulnerability to structural barriers.

Indexed as

Breast NeoplasmsHealth Services AccessibilityNeighborhood CharacteristicsResidence CharacteristicsSocial ClassAdultBlack or African AmericanFemaleHumansMiddle AgedNorth CarolinaResidential SegregationSocioeconomic Disparities in HealthAccessArea-levelCensus-tract-levelDeprivationHealth equity

Identifiers

PMID41963758
PMCPMC13235670

What Socratic holds

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LicenceCC BY
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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.