Evidence map›Paper›PMID 42525821›Full record

ArticleMedical care2026

Examination of Geospatial Characteristics Surrounding Retail Health Clinics: National Estimates From the Linked Retail Health Clinic (LiRHC) Database.

Jennifer Bernard, Brian W Ward, Thomas B Foster, Mark A Klee, Donald K Cherry, Xianghua Yin, Alice Zawacki

Abstract read
In one paragraph

Article in Medical care, 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
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0citing papers in PubMed
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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.

Jennifer BernardUS Census Bureau, Washington, DC.
Brian W WardNational Center for Health Statistics, Hyattsville, MD.
Thomas B FosterUS Census Bureau, Washington, DC.
Mark A KleeUS Census Bureau, Washington, DC.
Donald K CherryNational Center for Health Statistics, Hyattsville, MD.
Xianghua YinNational Center for Health Statistics, Hyattsville, MD.
Alice ZawackiUS Census Bureau, Washington, DC.

Funding

Intramural CDC HHS CC999999
6 · The paper itself

Abstract

backgroundRetail health clinics (RHCs) have the potential to improve population health and expand access to health care for populations typically disconnected from traditional health care providers. However, previous studies have often found that RHCs are located near populations having characteristics associated with better health and access to traditional health care providers.

objectivesThis study uses data from the new Linked Retail Health Clinic (LiRHC) database, along with a variety of other data sources such as the Agency for Healthcare Research and Quality's database on Social Determinants of Health, to examine the characteristics of populations residing near RHCs through a fine-grained analysis of the spatial distribution of RHCs and the geographical and contextual characteristics of the census tracts in which they are located. RESEARCH

designThis study compares the characteristics of census tracts most exposed to RHCs with those of surrounding, less-exposed tracts across 5 broad dimensions: economic stability, education, health care access, neighborhood environment, and demographics.

resultsResidents of predominantly urban census tracts, who are most exposed to RHCs, are more economically stable and have greater access to education and health care. They are older, more likely to be non-Hispanic White or Asian, and less likely to be Hispanic or non-Hispanic Black. Only 2 statistically significant differences between more- and less-exposed tracts are observed in rural areas.

conclusionsIn most instances, this study finds smaller differences between more- and less-exposed census tracts than those documented in previous work. This result plausibly is driven by a finer definition of treatment and comparison geographies enabled by the LiRHC database.

Indexed as

Ambulatory Care FacilitiesHealth Services AccessibilityNeighborhood CharacteristicsResidence CharacteristicsAccess to Primary CareCensus TractDatabases, FactualHumansSocioeconomic Disparities in HealthSocioeconomic FactorsUnited Statescensus tracthealth care accessretail health clinics

Identifiers

PMID42525821
PMCPMC13551484

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