Evidence map›Paper›PMID 39945716›Full record

ArticleJournal of the American Pharmacists Association : JAPhA

Characterizing pharmacy deserts and designing a model to minimize inequities in pharmacy distribution in Virginia.

Joseph Boyle, Rachel Wittenauer, Shreya Ramella, Caroline Juran, John D Bucheit, Evan M Sisson, Jean-Venable Kelly Goode, Sharon S Gatewood, Teresa M Salgado

Abstract read
In one paragraph

Article in Journal of the American Pharmacists Association : JAPhA. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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.

Joseph Boyle
Rachel Wittenauer
Shreya Ramella
Caroline Juran
John D Bucheit
Evan M Sisson
Jean-Venable Kelly Goode
Sharon S Gatewood
Teresa M Salgado

Funding

Training Program in Cancer Prevention and Control and Cancer Health Equity (CPC-CHE)T32CA093423 · NCI · VIRGINIA COMMONWEALTH UNIVERSITY · PI Bernard F Fuemmeler, Oxana G Palesh · 2018 to 2026
$3.0M
NCI NIH HHS T32 CA093423
6 · The paper itself

Abstract

backgroundPharmacy closures have become increasingly prevalent in the United States in recent years. Previous literature highlights socioeconomic and racial disparities in the distribution of pharmacy deserts.

objectivesTo identify and characterize pharmacy deserts in Virginia and to simulate potential locations to minimize inequities in pharmacy distribution.

methodsThis cross-sectional study used active pharmacy permits data from the Virginia Board of Pharmacy to identify census tracts considered pharmacy deserts by simultaneously satisfying 2 criteria: 1) low-income status (>20% residents living below the federal poverty line, or median household income <80% of a local comparator); and 2) low-access to pharmacies (distance >1, 5, or 10 miles for urban, suburban, and rural census tracts, respectively). Demographic and socioeconomic characteristics of desert vs. nondesert tracts were compared using Wilcoxon rank-sum tests. Locations within identified pharmacy deserts were randomly generated in 10,000 independent iterations.

resultsOf 2198 census tracts, 51 were considered pharmacy deserts, and 69 met the low-access criterion only. Pharmacy deserts were significantly more common in urban census tracts (5.5%), followed by rural (2.9%), and suburban (0.1%). Compared to nondesert, pharmacy desert tracts had significantly lower percentage of residents under 18 year-old, greater percentage of Black residents, uninsured, with Medicare or Medicaid coverage only, lower median household income, and greater percentage of residents living in poverty. Through geospatial simulation, 44 locations were identified where adding pharmacy services could significantly improve access, each potentially benefiting over 10,000 individuals.

conclusionFifty-one tracts in Virginia, primarily in urban areas, were considered pharmacy deserts. Compared to nondeserts, pharmacy desert status was associated with a lower proportion of residents under 18 year-old, greater proportion of Black and uninsured/publicly insured residents, and high poverty level, highlighting disparities in pharmacy access. Geospatial simulation identified several locations where placement of pharmacy services could benefit the largest number of residents living in desert tracts.

Indexed as

Healthcare DisparitiesHealth Services AccessibilityPharmaceutical ServicesPharmaciesCross-Sectional StudiesHumansPovertyRural PopulationSocioeconomic FactorsUrban PopulationVirginia

Identifiers

PMID39945716
PMCPMC11903139

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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.