Evidence map›Paper›PMID 35001435›Full record

ArticleThe Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association2022

Trend in rural-urban disparities in access to outpatient mental health services among US adults aged 18-64 with employer-sponsored insurance: 2005-2018.

Zhuo Chen, Kakoli Roy, Jaya Shankar Khushalani, Richard W Puddy

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, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Article
  2. Article
  3. Adult Community Perspectives on Improving Rural Youth Access to Mental Health Services: A Participatory Group Concept Mapping Study.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2026
    Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Article
  9. Trends in mental health care utilization in rural and nonrural areas, 2019-2023.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
    Article
  10. Article
  11. Article
  12. Article
  13. Article
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  16. Association of Race and Other Social Determinants of Health With HIV Pre-Exposure Prophylaxis Use: A County-Level Analysis Using the PrEP-to-Need Ratio.AIDS education and prevention : official publication of the International Society for AIDS Education · 2022
    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.

Zhuo ChenDepartment of Health Policy and Management, College of Public Health, University of Georgia, Athens, Georgia, USA.ORCID 0000-0002-5351-3489
Kakoli RoyNational Center for Chronic Disease Prevention and Health Promotion, U.S. Centers for Disease Control and Prevention, Atlanta, Georgia, USA.
Jaya Shankar KhushalaniPolicy Research, Analysis, and Development Office, Office of the Associate Director for Policy and Strategy, U.S. Centers for Disease Control and Prevention, Atlanta, Georgia, USA.
Richard W PuddyPolicy Research, Analysis, and Development Office, Office of the Associate Director for Policy and Strategy, U.S. Centers for Disease Control and Prevention, Atlanta, Georgia, USA.

Funding

Intramural CDC HHS CC999999
6 · The paper itself

Abstract

purposeThis study estimates the rural-urban differences in outpatient service utilization and expenditures for depression, anxiety disorder, and substance use disorder, and the evolving mental health provider mix for privately insured US adults aged 18-64 during 2005-2018.

methodsWe used the IBM MarketScan Commercial Claims and Encounters Database for individuals covered by employer-sponsored health insurance, from 2005 to 2018, with a yearly total number of beneficiaries ranging from 17.5 to 53.1 million. Claims for nonelderly adults with mental health and substance abuse coverage are included. Outcomes include rates of outpatient service utilization for depression, anxiety disorder, and substance use disorder; counts of outpatient visits; expenditure and share of the out-of-pocket cost; and the mental health services provider mix.

findingsRural enrollees were less likely than urban enrollees to use outpatient mental health services for depression by 1.2% (percentage points) in 2005 and 0.6% in 2018. Among those who used outpatient mental health services, rural enrollees had fewer outpatient visits than their urban counterparts (difference: 1.8-2.4 visits for depression, 1.2-1.7 visits for anxiety disorder, and 0.7-2.1 visits for substance use disorder). Rural patients paid less per year for mental health outpatient visits of the 3 conditions but incurred a higher share of out-of-pocket expenses. Rural and urban patients differ in the mix of mental health providers, with rural enrollees relying more on primary care providers than urban enrollees.

conclusionsRural-urban disparities in access to mental health services persist during 2005-2018 among a population with private insurance.

Indexed as

InsuranceMental Health ServicesSubstance-Related DisordersAdultAmbulatory CareHealth ExpendituresHumansInsurance, HealthOutpatientsanxiety disorderdepressionemployer-sponsored insurancerural-urban disparitiessubstance use disorder

Identifiers

PMID35001435
PMCPMC9661493

What OpenQuestion holds

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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.