Importance:
Understanding geographic and community-level factors associated with suicide can inform targeted suicide prevention efforts.
Objectives:
To estimate suicide rates and trajectories, assess associated county-level contextual factors, and explore variation across the rural-urban continuum.
Design, Setting, And Participants:
This cross-sectional study included all individuals aged 25 to 64 years who died by suicide from January 1, 1999, to December 31, 2016, in the United States. Spatial analysis was used to map excess risk of suicide, and longitudinal random-effects models using negative binomial regression tested associations of contextual variables with suicide rates as well as interactions among county-level contextual variables. Data analyses were conducted between January 2019 and July 2019.
Exposure:
County of residence.
Main Outcomes And Measures:
Three-year county suicide rates during an 18-year period stratified by rural-urban location.
Results:
Between 1999 and 2016, 453 577 individuals aged 25 to 64 years died by suicide in the United States. Decedents were primarily male (349 082 [77.0%]) with 101 312 (22.3%) aged 25 to 34 years, 120 157 (26.5%) aged 35 to 44 years, 136 377 (30.1%) aged 45 to 54 years, and 95 771 (21.1%) aged 55 to 64 years. Suicide rates were higher and increased more rapidly in rural than in large metropolitan counties. The highest deprivation quartile was associated with higher suicide rates compared with the lowest deprivation quartile, especially in rural areas, although this association declined during the period studied (rural, 1999-2001: incidence rate ratio [IRR], 1.438; 95% CI, 1.319-1.568; P < .001; large metropolitan, 1999-2001: 1.208; 95% CI, 1.149-1.270; P < .001; rural, 2014-2016: IRR, 1.121; 95% CI, 1.032-1.219; P = .01; large metropolitan, 2014-2016: IRR, 0.942; 95% CI, 0.887-1.001; P = .06). The presence of more gun shops was associated with an increase in county-level suicide rates in all county types except the most rural (rural: IRR, 1.001; 95% CI, 0.999-1.004; P = .40; micropolitan: IRR, 1.005; 95% CI, 1.002-1.007; P < .001; small metropolitan: IRR, 1.010; 95% CI, 1.006-1.014; P < .001; large metropolitan: IRR, 1.012; 95% CI, 1.006-1.018; P < .001). High social capital was associated with lower suicide rates than low social capital (IRR, 0.917; 95% CI, 0.891-0.943; P < .001). High social fragmentation, an increasing percentage of the population without health insurance, and an increasing percentage of veterans in a county were associated with higher suicide rates (high social fragmentation: IRR, 1.077; 95% CI, 1.050-1.103; P < .001; percentage of population without health insurance: IRR, 1.005; 95% CI, 1.004-1.006; P < .001; percentage of veterans: IRR, 1.025; 95% CI, 1.021-1.028; P < .001).
Conclusions And Relevance:
This study found that suicide rates have increased across the nation and most rapidly in rural counties, which may be more sensitive to the impact of social deprivation than more metropolitan counties. Improving social connectedness, civic opportunities, and health insurance coverage as well as limiting access to lethal means have the potential to reduce suicide rates across the rural-urban continuum.
Citing Articles
A machine learning analysis of suicidal ideation and suicide attempt among U.S. youth and young adults from multilevel, longitudinal survey data.
Jacobs M, Kirby A, Kramer J, Marlow N
Front Psychiatry. 2025; 16:1511966.
PMID: 40066138
PMC: 11891230.
DOI: 10.3389/fpsyt.2025.1511966.
Improving explainability of post-separation suicide attempt prediction models for transitioning service members: insights from the Army Study to Assess Risk and Resilience in Servicemembers - Longitudinal Study.
Edwards E, Geraci J, Gildea S, Houtsma C, Holdcraft J, Kennedy C
Transl Psychiatry. 2025; 15(1):37.
PMID: 39885116
PMC: 11782477.
DOI: 10.1038/s41398-025-03248-z.
Is access to crisis teams associated with changes in behavioral health mortality?.
Newton H, Beetham T, Busch S
Health Aff Sch. 2025; 3(1):qxaf003.
PMID: 39877431
PMC: 11772998.
DOI: 10.1093/haschl/qxaf003.
Socioeconomic deprivation and suicide in Appalachia: The use of three socioeconomic deprivation indices to explain county-level suicide rates.
Caswell E, Hartley S, Groth C, Christensen M, Bhandari R
PLoS One. 2024; 19(11):e0312373.
PMID: 39556574
PMC: 11573156.
DOI: 10.1371/journal.pone.0312373.
Addressing the Needs of Hispanic Veterans who Live in Rural Areas to Improve Suicide Prevention Efforts.
Freytes I, Eliazar-Macke N, Orejuela M, Lopez J, Spark T, DeBeer B
Community Ment Health J. 2024; 61(3):544-554.
PMID: 39397106
DOI: 10.1007/s10597-024-01361-9.
Vital Signs: Suicide Rates and Selected County-Level Factors - United States, 2022.
Cammack A, Stevens M, Naumann R, Wang J, Kaczkowski W, Valderrama J
MMWR Morb Mortal Wkly Rep. 2024; 73(37):810-818.
PMID: 39298366
PMC: 11412441.
DOI: 10.15585/mmwr.mm7337e1.
Spatially clustered patterns of suicide mortality rates in South Korea: a geographically weighted regression analysis.
Kim E, Kim S
BMC Public Health. 2024; 24(1):2380.
PMID: 39223483
PMC: 11367767.
DOI: 10.1186/s12889-024-19899-4.
Characteristics Associated With Mental Health Treatment Prior to Suicide Among Youth in the United States.
Fontanella C, Xia X, Campo J, Steelesmith D, Bridge J, Ruch D
J Am Acad Child Adolesc Psychiatry. 2024; .
PMID: 39128560
PMC: 11807232.
DOI: 10.1016/j.jaac.2024.07.921.
Substance Use Disorder and Suicidal Ideation in Rural Maryland.
Ahuja M, Jain M, Mamudu H, Al Ksir K, Sathiyaseelan T, Zare S
Chronic Stress (Thousand Oaks). 2024; 8:24705470241268483.
PMID: 39113832
PMC: 11304480.
DOI: 10.1177/24705470241268483.
Rural Suicide: Demographics, Causes, and Treatment Implications.
Prazak M, Bacigalupi R, Hamilton S
Community Ment Health J. 2024; 61(1):66-75.
PMID: 39102059
PMC: 11703894.
DOI: 10.1007/s10597-024-01327-x.
Identifying Challenges and Solutions for Improving Access to Mental Health Services for Rural Youth: Insights from Adult Community Members.
Graves J, Abshire D, Koontz E, Mackelprang J
Int J Environ Res Public Health. 2024; 21(6).
PMID: 38928971
PMC: 11203972.
DOI: 10.3390/ijerph21060725.
Social Infrastructure Availability and Suicide Rates among Working-Age Adults in the United States.
Zhang X, Rhubart D, Monnat S
Socius. 2024; 10.
PMID: 38846792
PMC: 11155474.
DOI: 10.1177/23780231241241034.
Utah Latina/o/x suicide decedents less likely to die by firearm, even in rural areas: examining population-wide data from the Utah Office of the Medical Examiner.
Tharp D, Goldstein E, Medina R, Brewer S, Bakian A, Coon H
Front Public Health. 2024; 12:1358043.
PMID: 38660351
PMC: 11040675.
DOI: 10.3389/fpubh.2024.1358043.
Machine learning based suicide prediction and development of suicide vulnerability index for US counties.
Kumar V, Sznajder K, Kumara S
Npj Ment Health Res. 2024; 1(1):3.
PMID: 38609492
PMC: 10938858.
DOI: 10.1038/s44184-022-00002-x.
Urban-Rural Disparities in Deaths of Despair: A County-Level Analysis 2004-2016 in the U.S.
Lee J, Wheeler D, Zimmerman E, Hines A, Chapman D
Am J Prev Med. 2024; 64(2):149-156.
PMID: 38584644
PMC: 10997338.
DOI: 10.1016/j.amepre.2022.08.022.
Considering the importance of 'Communities of Practice' and Health Promotion Constructs for Upstream Suicide Prevention.
Wexler L, Ginn J, White L, Schmidt T, Rataj S, Wells C
Res Sq. 2024; .
PMID: 38559170
PMC: 10980165.
DOI: 10.21203/rs.3.rs-3976483/v1.
The association between county-level mental health provider shortage areas and suicide rates in the United States during the COVID-19 pandemic.
Ku B, Barrera Flores F, Congdon P, Yuan Q, Druss B
Gen Hosp Psychiatry. 2024; 88:48-50.
PMID: 38492445
PMC: 10999330.
DOI: 10.1016/j.genhosppsych.2024.02.012.
Recent anti-infective exposure as a risk factor for first episode of suicidal thoughts and/or behaviors in pediatric patients.
Prichett L, Severance E, Yolken R, Carmichael D, Lu Y, Zeng Y
Brain Behav Immun Health. 2024; 36:100738.
PMID: 38435723
PMC: 10906143.
DOI: 10.1016/j.bbih.2024.100738.
Centering Community Strengths and Resisting Structural Racism to Prevent Youth Suicide: Learning from American Indian and Alaska Native Communities.
Wexler L, White L, OKeefe V, Rasmus S, Haroz E, Cwik M
Arch Suicide Res. 2024; 28(4):1294-1309.
PMID: 38240632
PMC: 11258209.
DOI: 10.1080/13811118.2023.2300321.
A Community-Engaged Approach to Understanding Suicide in a Small Rural County in Georgia: A Two-Phase Content Analysis of Individual and Focus Group Interviews.
Roth K, Gaveras E, Ghiathi F, Shaw E, Shoemaker M, Howard N
Int J Environ Res Public Health. 2023; 20(24).
PMID: 38131697
PMC: 10743163.
DOI: 10.3390/ijerph20247145.