Evidence map›Paper›PMID 40103238›Full record

ArticleThe Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association2025

Measuring disparities to emergency medicine with 200 million voter records: The case of rural hospital closures.

Michael E Shepherd, Christian Cox, Derek A Epp

Abstract read
In one paragraph

Article in The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Measuring disparities to emergency medicine with 200 million voter records: The case of rural hospital closures.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
    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

3 authors.

Michael E ShepherdSchool of Public Health, Health Management & Policy Department, University of Michigan, Ann Arbor, Michigan, USA.ORCID https://orcid.org/0000-0003-2390-5892
Christian CoxDepartment of Economics, University of Arizona, Tucson, Arizona, USA.
Derek A EppDepartment of Government, University of Texas at Austin, Austin, Texas, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeDistance to health service providers is related to increased mortality risk and decreased service utilization. However, existing studies of distance to services often rely either on aggregated measures of distance or small samples of survey respondents. Nationwide individual data from 200 million Americans are used to assess various demographic groups' distances to open acute hospitals.

methodsWe gathered the exact location of every open acute hospital from the UNC Cecil G. Sheps Center and the Department of Health and Human Services. We merged this information with data on 200 million voters from the L2 voter file for 2020. We calculate each registered voters' distance to the nearest open hospital in kilometers by demographic, region, and state Medicaid expansion status.

resultsThe average American adult is 5 miles from the nearest hospital. Native Americans and rural White Americans face the longest distances to medical services. Lower-income adults face longer distances than higher-income adults. Those over 65 are roughly 10% farther away in comparison to those 18-40. Registered Republicans are 30% farther than registered Democrats. Recent hospital closures in states that have yet to expand Medicaid have contributed to all of these disparities.

conclusionsLower-income and older Americans, groups that tend to have worse health overall, face the longest travel distances to hospitals-perhaps contributing to income and age-based health disparities. Native Americans and rural whites, who themselves experience considerable health hardship, also have significant travel burdens to receive hospital care. Registered Republicans have longer travels to emergency care than Democrats, adding to recent research on partisan health disparities.

Indexed as

Healthcare DisparitiesHealth Facility ClosureHealth Services AccessibilityHospitals, RuralAdultAgedFemaleHumansMaleMiddle AgedRural PopulationUnited StatesVotinghospital accesshospital closurehospital distanceMedicaid expansionracial/ethnic health disparitiesrural health

Identifiers

PMID40103238
PMCPMC11920610

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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 OpenQuestion graph.