Evidence map›Paper›PMID 41199495›Full record

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

County-level vulnerability is associated with mental health and substance use treatment among rural suicide decedents: A national multi-year cross-sectional study.

J Priyanka Vakkalanka, Victor A Soupene, Jennifer Van Tiem, James M Blum, Barbara St Marie

Abstract read
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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 1 paper.

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0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. County-level vulnerability is associated with mental health and substance use treatment among rural suicide decedents: A national multi-year cross-sectional study.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

5 authors.

J Priyanka VakkalankaDepartment of Emergency Medicine, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA.
Victor A SoupeneDepartment of Emergency Medicine, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA.ORCID https://orcid.org/0000-0002-1701-552X
Jennifer Van TiemOffice of Rural Health, Veterans Rural Health Resource Center, Iowa City VA Health Care System, Iowa City, Iowa, USA.ORCID https://orcid.org/0000-0001-9183-9909
James M BlumHealth Care Information Systems, University of Iowa Health Care, Iowa City, Iowa, USA.
Barbara St MarieCollege of Nursing, University of Iowa, Iowa City, Iowa, USA.ORCID https://orcid.org/0000-0003-0231-9464

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo examine the relationship between individual- and county-level factors associated with mental health and substance use dependence (MHSUD) treatment among rural suicide decedents.

methodsCross-sectional study (2013-2022) study of the National Violent Death Reporting System and the County Health Rankings. Primary exposures included individual- (demographic, clinical conditions) and county-level (average number of mentally unhealthy days, percentage of uninsured adults, rate of mental health providers/county, percentage of unemployed adults, rate of social associations, percentage of adults driving alone during long commutes, rate of primary care physicians/county, and income inequality ratios) factors of the decedent. The outcome was ever receipt of MHSUD treatment. We used multivariable logistic regression to measure the association between individual- and county-level factors and MHSUD treatment receipt.

resultsOf 42,021 rural suicides, 30% had MHSUD treatment receipt. Decedent-level factors associated with lower MHSUD treatment included male, sex, older age, racial/ethnic minorities, and residence in the Midwest or Northeast. MHSUD treatment was lower in rural counties with greater vulnerability (e.g., higher average number of mentally unhealthy days [aOR = 0.75, 95% CI: 0.68, 0.81], lower rate of primary care physicians/county [aOR = 0.92, 95% CI: 0.85, 0.99], lower rate of mental health providers/county [aOR = 0.76, 95% CI: 0.70, 0.81]).

conclusionsBy focusing within rural US counties, we found considerable variability in county-level risk factors for MHSUD treatment among suicide decedents. Research and public health efforts may consider disaggregating county-level factors when tailoring rural suicide prevention interventions in addition to improving MHSUD clinical infrastructure for both vulnerable individuals and counties.

Indexed as

Rural PopulationSubstance-Related DisordersSuicideVulnerable PopulationsAdolescentAdultAgedCross-Sectional StudiesFemaleHumansLogistic ModelsMaleMental Health ServicesMiddle AgedUnited Stateshealthhealth care disparities ruralhealth services accessibilitysocial determinants of healthsuicide

Identifiers

PMID41199495
PMCPMC12592758

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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.