Evidence map›Paper›PMID 28345210›Full record

ArticleHealth services research2018

Geographic Disparities in Availability of Opioid Use Disorder Treatment for Medicaid Enrollees.

Amanda J Abraham, Christina M Andrews, Marissa E Yingling, Jerry Shannon

Abstract read
In one paragraph

Article in Health services research, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.

0numbers the graph read from it
0cells of the map it votes in
38citing 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

38 citing papers in PubMed.

  1. Article
  2. Justice Core: An Innovative Response to Incarceration During Pregnancy in North Carolina.Journal of correctional health care : the official journal of the National Commission on Correctional Health Care · 2025
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Racial and ethnic disparities in emergency department-initiated buprenorphine across five health care systems.Academic emergency medicine : official journal of the Society for Academic Emergency Medicine · 2023
    Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Review
  19. Article
  20. 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

4 authors.

Amanda J AbrahamDepartment of Public Administration and Policy, School of Public and International Affairs, University of Georgia, Athens, GA.
Christina M AndrewsCollege of Social Work, University of South Carolina, Hamilton College, Columbia, SC.
Marissa E YinglingDepartment of Sociology and Anthropology, College of Behavioral, Social and Health Sciences, Clemson University, Clemson, SC.
Jerry ShannonDepartment of Geography, University of Georgia, Athens, GA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo examine county-level geographic variation in treatment admissions among opioid treatment programs (OTPs) that accept Medicaid in the continental United States. DATA SOURCES/STUDY

settingData come from the 2012 National Survey of Substance Abuse Treatment Services. STUDY DESIGN/DATA COLLECTION: We used local measures of spatial autocorrelation (LISA) analysis to identify (1) clusters of counties with higher and lower than average rates of opioid use disorders and (2) clusters of counties with higher and lower than average treatment admissions among OTPs that accept Medicaid, adjusting for county population size. PRINCIPAL

findingsOur results reveal several clusters of counties with higher than average rates of opioid use disorder (OUD) and lower than average treatment admissions among OTPs that accept Medicaid. These clusters are highly concentrated in the Southeast region of the country and include Arkansas, Kentucky, Louisiana, Mississippi, and Tennessee.

conclusionsMedicaid enrollees in areas in the Southeast have the largest gaps between county-level OUD rates and estimated county-level capacity for treatment, as measured by county-level total treatment admissions among OTPs that accept Medicaid. Policy makers should consider strategies to increase the availability of OTPs with the capacity to serve Medicaid enrollees.

Indexed as

Health Services AccessibilityHumansMedicaidOpioid-Related DisordersResidence CharacteristicsSpatial AnalysisUnited StatesaccessMedicaidopioid treatment programsopioid use disorder

Identifiers

PMID28345210
PMCPMC5785305

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.