Evidence map›Paper›PMID 42828160›Full record

ArticleSSM - population health2026

Are we measuring neighborhood disadvantage wrong? A methodological reassessment of its structure in the United States.

Philippa Clarke, Kimberly Rollings, Robert Melendez, Marilyn Sinkewicz, Kate Duchowny, Lindsay Gypin, Grace Noppert

Abstract read
In one paragraph

Article in SSM - population 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

7 authors.

Philippa ClarkeInstitute for Social Research, University of Michigan, United States.
Kimberly RollingsInstitute for Social Research, University of Michigan, United States.
Robert MelendezInstitute for Social Research, University of Michigan, United States.
Marilyn SinkewiczInstitute for Social Research, University of Michigan, United States.
Kate DuchownyInstitute for Social Research, University of Michigan, United States.
Lindsay GypinInstitute for Social Research, University of Michigan, United States.
Grace NoppertInstitute for Social Research, University of Michigan, United States.

Funding

A National Neighborhood Data Resource to Understand the Health and Socioeconomic Impacts of the 2020 Pandemic in the United StatesU01NR020556 · NINR · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Philippa Clarke, Grace A Noppert · 2022 to 2026
$3.2M
Housing, Health, and Disability: The Role of Housing Assistance and Housing Insecurity among Older Adults of Low-IncomeK01AG095314 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Kimberly Rollings · 2025 to 2026
$254k
NIA NIH HHS K01 AG095314NINR NIH HHS U01 NR020556
6 · The paper itself

Abstract

Neighborhood disadvantage (or deprivation) indices are increasingly used in population health research and policy. In the United States, many frequently used neighborhood disadvantage indices were originally derived in the late 1990s and early 2000s. However, the United States has undergone dramatic economic and social shifts in the past three decades, including the Great Recession, growing wealth inequality, and the changing nature of work in the "gig" economy. Yet few studies have re-evaluated the structure of neighborhood disadvantage to determine if the items included in existing indices continue to capture the contemporary US context. The purpose of this paper was to re-evaluate the construct of neighborhood disadvantage using national data on United States census tract characteristics from the 2018-2022 American Community Survey. We found that neighborhood disadvantage has evolved from its early 21st Century construct of the co-absence of economic, social, and family resources in the local neighborhood to more recently becoming a construct better captured only by economic indicators of poverty, public assistance income, and low income. We also found evidence for neighborhood affluence as a distinct construct from disadvantage. We recommend simplifying neighborhood disadvantage indices by including only a parsimonious set of economic items. We also recommend the use of a distinct neighborhood affluence index derived from items that are better related to this construct.

Indexed as

AffluenceDeprivationDisadvantageFactor analysisNeighborhoodSocioeconomic statusUnited States

Identifiers

PMID42828160
PMCPMC13631815

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.