Evidence map›Paper›PMID 23965816›Full record

ArticleJAMA psychiatry2013

Geography and the Medicaid mental health care infrastructure: implications for health care reform.

Janet R Cummings, Hefei Wen, Michelle Ko, Benjamin G Druss

Open access · greenAbstract read
In one paragraph

Article in JAMA psychiatry, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 51 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
51citing papers in PubMed, 1 pooled it
19.6field-weighted citation impact, top 1% of its field
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

51 citing papers in PubMed, 1 synthesis or guideline pooled it, 88 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Comparing Physicians' Perceptions of Access to Behavioral Health Resources in Rural and Urban Practices.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026
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  14. Implementing Reform: Approaches to Alter the Use of Local Jail for People with Behavioral Health Conditions.International journal of offender therapy and comparative criminology · 2024
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  18. Rural and frontier access to mental health prescribers and nonprescribers: A geospatial analysis in Oregon Medicaid.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2024
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors at 1 institution in 1 country.

Janet R CummingsDepartment of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, Georgia.
Hefei Wen
Michelle Ko
Benjamin G Druss
Emory University · US

Funding

Mentoring and Research: Public Health Interventions to Improve Health in SMIK24MH075867 · NIMH · EMORY UNIVERSITY · PI DRUSS, BENJAMIN G · 2006 to 2015
$1.3M
Understanding Child Mental Health Services in the Public Safety NetK01MH095823 · NIMH · EMORY UNIVERSITY · PI CUMMINGS, JANET R. · 2012 to 2016
$830k
NIMH NIH HHS 1K01MH09582301NIMH NIH HHS 5K24MH07586705NIMH NIH HHS K01 MH095823NIMH NIH HHS K24 MH075867
6 · The paper itself

Abstract

importanceMedicaid is the largest payer of mental health (MH) care in the United States, and this role will increase among states that opt into the Medicaid expansion. However, owing to the dearth of MH care providers who accept Medicaid, expanded coverage may not increase access to services. Facilities that provide specialty outpatient MH services and accept Medicaid compose the backbone of the community-based treatment infrastructure for Medicaid enrollees. For states that opt into the expansion, it is important to understand which local communities may face the greatest barriers to access these facilities.

objectiveTo examine the availability of outpatient MH facilities that accept Medicaid across US counties and whether specific types of communities are more likely to lack this infrastructure. DESIGN, SETTING, AND

participantsData from the 2008 National Survey of Mental Health Treatment Facilities and Area Resource File were merged. A generalized ordered logistic regression with state fixed effects was estimated to examine determinants of accessibility of these facilities. Covariates included the percentages of residents who are black, Hispanic, living in poverty, and living in a rural area. MAIN OUTCOMES AND MEASURES: An ordered variable assessed whether a county had no access to outpatient MH facilities that accept Medicaid, intermediate access to these facilities (ie, ≥1 facility, but not top quintile of facility to Medicaid enrollee per capita ratio), or high access (ie, top quintile of facility to Medicaid enrollee per capita ratio).

resultsMore than one-third of counties do not have any outpatient MH facilities that accept Medicaid. Communities with a larger percentage of residents who are black (marginal effect [ME] = 3.9%; 95% CI, 1.2%-6.6%), Hispanic (ME = 4.8%; 95% CI, 2.3%-7.4%), or living in a rural area (ME = 27.9%; 95% CI, 25.3%-30.4%) are more likely to lack these facilities. CONCLUSIONS AND RELEVANCE: Many communities may face constraints on the MH safety-net system as Medicaid is expanded, especially rural communities and communities with a large percentage of black or Hispanic residents.

Indexed as

Health Care ReformMedicaidBlack or African AmericanCommunity Mental Health ServicesHealth Services AccessibilityHispanic or LatinoHumansLogistic ModelsRural PopulationTopography, MedicalUnited States

Identifiers

PMID23965816
PMCPMC4048197
OpenAlexW2017476281

What OpenQuestion holds

Textmetadata
LicenceTDM
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.