Evidence map›Paper›PMID 41527075›Full record

ArticleBMC public health2026

Neighborhood-level deprivation measures in the United States: a scoping review and reference guide for investigators.

Jaesung Choi, Madeline R Horan, Mary G Nusloch, Yikyung Park, Gregory T Armstrong, Melissa M Hudson, Kirsten K Ness, I-Chan Huang

Abstract readScoping Review
In one paragraph

Article in BMC public health, 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.

Jaesung ChoiDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
Madeline R HoranDepartment of Pediatrics, School of Medicine, Wake Forest University, Winston-Salem, NC, USA.
Mary G NuslochDepartment of Global Health, George Washington University, Washington, DC, USA.
Yikyung ParkDepartment of Surgery, School of Medicine, Washington University, St. Louis, MO, USA.
Gregory T ArmstrongDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
Melissa M HudsonDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
Kirsten K NessDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
I-Chan HuangDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA. i-chan.huang@stjude.org.

Funding

The St. Jude Lifetime CohortU01CA195547 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI HUDSON, MELISSA M, NESS, KIRSTEN KIMBERLIE · 2015 to 2024
$14.9M
Patient-Generated Health Data to Predict Childhood Cancer Survivorship OutcomesR01CA258193 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI I-Chan Huang, YUTAKA YASUI · 2021 to 2026
$3.7M
Patient-Reported Outcomes Version of CTCAE involving Childhood Cancer SurvivorsR01CA238368 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI BAKER, JUSTIN N, HUANG, I-CHAN · 2019 to 2023
$3.5M
The St. Jude Lifetime Cohort StudyU01CA301480 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI MELISSA M HUDSON, Kirsten Kimberlie Ness · 2025 to 2026
$2.1M
NCI NIH HHS R01 CA238368NCI NIH HHS R01CA238368NCI NIH HHS R01 CA258193NCI NIH HHS U01 CA195547NCI NIH HHS U01CA195547NCI NIH HHS U01 CA301480
6 · The paper itself

Abstract

purposeThe extent to which existing measures cover the spectrum of neighborhood-level social determinants of health (SDOH) has not yet been assessed. This review compared the content of U.S.-based neighborhood-level SDOH measures and summarized the use of these measures in empirical research.

methodsWe conducted a comprehensive search on PubMed and Google Scholar, identifying review articles published from 1990–2023, and complemented this search by manually examining the original articles on measure development. We identified 85 measures and categorized them into two groups (42 with a specific name and 43 with no name) and used a framework including 14 domains of neighborhood-level adversity to classify the content of each measure.

findingsMost measures captured the domains of “income/wealth” (96.5% of the 85 measures included a relevant measurement indicator), “employment” (87.1%), “education” (83.5%), “housing” (64.7%), and “demographic/family structure” (60.0%). The most popular measures were the “Social Vulnerability to Environmental Hazards Index” (87.4 citations per year), “Neighborhood Concentrated Disadvantage” (77.6 citations per year), and “Child Opportunity Index 2.0” (53.5 citations per year).

conclusionsA better understanding of the content coverage and use frequency of U.S.-based neighborhood-level adversity measures will facilitate clinical/health services research to select appropriate measures when assessing the effect of neighborhood-level SDOH on health outcomes.

Indexed as

Neighborhood CharacteristicsResidence CharacteristicsSocial DeprivationSocial Determinants of HealthHumansUnited StatesDeprivation indexMeasurementNeighborhoodScoping reviewSocial determinant of health

Identifiers

PMID41527075
PMCPMC13011634

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.