The DOI matches its Crossref record; 27 of the 29 references it cites were found in a registry or an index.
Suicide Trends Among and Within Urbanization Levels by Sex, Race/Ethnicity, Age Group, and Mechanism of Death—United States, 2001–2015
Open accessAbstract
PROBLEM/CONDITION: Suicide is a public health problem and one of the top 10 leading causes of death in the United States. Substantial geographic variations in suicide rates exist, with suicides in rural areas occurring at much higher rates than those occurring in more urban areas. Understanding demographic trends and mechanisms of death among and within urbanization levels is important to developing and targeting future prevention efforts. REPORTING PERIOD: 2001-2015. DESCRIPTION OF SYSTEM: Mortality data from the National Vital Statistics System (NVSS) include demographic, geographic, and cause of death information derived from death certificates filed in the 50 states and the District of Columbia. NVSS was used to identify suicide deaths, defined by International Classification of Diseases, 10th Revision (ICD-10) underlying cause of death codes X60-X84, Y87.0, and U03. This report examines annual county level trends in suicide rates during 2001-2015 among and within urbanization levels by select demographics and mechanisms of death. Counties were collapsed into three urbanization levels using the 2006 National Center for Health Statistics classification scheme. RESULTS: Suicide rates increased across the three urbanization levels, with higher rates in nonmetropolitan/rural counties than in medium/small or large metropolitan counties. Each urbanization level experienced substantial annual rate changes at different times during the study period. Across urbanization levels, suicide rates were consistently highest for men and non-Hispanic American Indian/Alaska Natives compared with rates for women and other racial/ethnic groups; however, rates were highest for non-Hispanic whites in more metropolitan counties. Trends indicate that suicide rates for non-Hispanic blacks were lowest in nonmetropolitan/rural counties and highest in more urban counties. Increases in suicide rates occurred for all age groups across urbanization levels, with the highest rates for persons aged 35-64 years. For mechanism of death, greater increases in rates of suicide by firearms and hanging/suffocation occurred across all urbanization levels; rates of suicide by firearms in nonmetropolitan/rural counties were almost two times that of rates in larger metropolitan counties. INTERPRETATION: Suicide rates in nonmetropolitan/rural counties are consistently higher than suicide rates in metropolitan counties. These trends also are observed by sex, race/ethnicity, age group, and mechanism of death. PUBLIC HEALTH ACTION: Interventions to prevent suicides should be ongoing, particularly in rural areas. Comprehensive suicide prevention efforts might include leveraging protective factors and providing innovative prevention strategies that increase access to health care and mental health care in rural communities. In addition, distribution of socioeconomic factors varies in different communities and needs to be better understood in the context of suicide prevention.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Figures
![FIGURE 1 Suicide rates* among persons aged ≥10 years, by county urbanization level† — United States, 2001–2015§ * Per 100,000 residents aged ≥10 years, age adjusted to the 2000 U.S. standard population. † Levels of urbanization were collapsed using the 2006 National Center for Health Statistics urban classification scheme. The six classification levels for counties are 1) large central metropolitan (part of a metropolitan statistical area with ≥1 million population and includes a principal city); 2) large fringe metropolitan (part of a metropolitan statistical area with ≥1 million population but does not include a principal city); 3) medium metropolitan (part of a metropolitan statistical area with ≥250,000 but <1 million population); 4) small metropolitan (part of a metropolitan statistical area with <250,000 population); 5) micropolitan (nonmetropolitan) (part of a micropolitan statistical area [has an urban cluster of ≥10,000 but <50,000 population]); and 6) noncore (nonmetropolitan) (not part of a metropolitan or micropolitan statistical area). Large metropolitan includes counties from large central metropolitan and large fringe metropolitan areas. Medium/small metropolitan includes counties from medium metropolitan and small metropolitan areas. Nonmetropolitan includes counties from micropolitan and noncore areas. § Joinpoint regression analysis was used to determine annual percentage change with statistically significant trend (p<0.05). Dots indicate the joinpoints.](/paper-figures/acddef153dac43b8a0449f8a0ca04218/suicide-trends-among-and-within-urbanization-levels-by-sex-race-ethnicity-age-figure-1.jpg)

Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“However, the WHO highlights that some risk factors, such as harmful use of alcohol and substance use disorders, contribute to suicide ideation in all age groups [14,53].”
From Toxicological Findings of Self-Poisoning Suicidal Deaths: A Systematic Review by Countries (2022) · cites this paper as [53]
Experimental — accuracy not yet measuredThe check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“The young age of the victims correlates with their vulnerability and impulsiveness and their easy access to toxic drugs [52,53].”
From Toxicological Findings of Self-Poisoning Suicidal Deaths: A Systematic Review by Countries (2022) · cites this paper as [53]
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
2013 NCHS Urban-Rural Classification Scheme for Counties.
Ingram, D. D., & Franco, S. J. (2012) · PubMed · Cited by 1,523
Mortality and Morbidity in the 21st Century
Case, A., & Deaton, A. (2017) · Brookings Papers on Economic Activity · doi:10.1353/eca.2017.0005 · Cited by 1,448
(2016) · PubMed · Cited by 580
Wyman, P. A., Brown, C. H., LoMurray, M., Schmeelk-Cone, K., Petrova, M., Yu, Q., Walsh, E., Tu, X., & Wang, W. (2010) · American Journal of Public Health · doi:10.2105/ajph.2009.190025 · Cited by 536
Suicide and Suicidal Attempts in the United States: Costs and Policy Implications
Shepard, D. S., Gurewich, D., Lwin, A. K., Reed, G. A., & Silverman, M. M. (2016) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.12225 · Cited by 413
Cunningham, T. J., Croft, J. B., Liu, Y., Lu, H., Eke, P. I., & Giles, W. H. (2017) · MMWR. Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm6617e1 · Cited by 394
Widening Rural-Urban Disparities in Youth Suicides, United States, 1996-2010
Fontanella, C. A., Steelesmith, D. L., Phillips, G. S., Bridge, J. A., Lester, N. A., Sweeney, H. A., & Campo, J. V. (2015) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2014.3561 · Cited by 378
Goldney, R. D. (2008) · Cited by 306
Townsend, L. C., Sathiaseelan, A., Fairhurst, G., & Wallace, C. (2013) · Local Economy The Journal of the Local Economy Policy Unit · doi:10.1177/0269094213496974 · Cited by 288
The reliability of suicide statistics: a systematic review
Tøllefsen, I. M., Hem, E., & Ekeberg, Ø. (2012) · BMC Psychiatry · doi:10.1186/1471-244x-12-9 · Cited by 223
Cited by
Sorted by citations
Items 301–318 of 318
Physicians in Pain: Depression in the Medical Profession
Fogel, B. S., & Jiang, X. (2025) · Oxford University Press eBooks · doi:10.1093/med/9780190850074.003.0016
Catanzarite, Z. (2025) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.70042
Kreuze, E. J. (2025) · Journal of Health Management · doi:10.1177/09720634251396690
Williams, S. M. (2021) · Emerald Group Publishing Limited eBooks · doi:10.1108/978-1-64802-470-220251006
Additional file 1 of Suicide typologies among Medicaid beneficiaries, North Carolina 2014–2017
Sivaraman, J. J. C., Ranapurwala, S. I., Proescholdbell, S., Naumann, R. B., Greene, S. B., & Marshall, S. W. (2022) · Figshare · doi:10.6084/m9.figshare.19159320
Understanding Self‐Inflicted Firearm Injuries Through Prior Hospitalizations
Lumbard, D., Richardson, C. J., & Nygaard, R. M. (2026) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.70076
County-level income inequality and suicide in the United States
Frank, M. W., & González, F. (2026) · Economics & Human Biology · doi:10.1016/j.ehb.2026.101600
Brown-Shirley, Y., Smith, A., & Mendizabal, A. (2026) · Equity Neuroscience · doi:10.1016/j.neuros.2026.100055
Gunlicks‐Stoessel, M., Weiler, L. M., Choy-Brown, M., Rydberg, K., Beckley, T., He, Y., Hanson, A. N., & Davis, M. (2026) · Evidence-Based Practice in Child and Adolescent Mental Health · doi:10.1080/23794925.2026.2673937
Addressing the Behavioral Health Needs of Special Populations Within the Youth Crisis Care Continuum
Szilagyi, N., Penrose, A. B., & Marshall, R. D. (2026) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/j.chc.2026.03.014
Natural Environment, Neighborhood Contexts, and Intra‐Urban Suicidal Behavior
Wei, Y. D., Wang, Y., Liu, M., Zhang, Y., Coleman, M. E., & Wen, M. (2026) · GeoHealth · doi:10.1029/2025gh001567
Shahid, S., Saeed, H., Majeed, U., Saqib, H. W., Iqbal, M., Iqbal, M., & Anand, A. (2026) · Journal of Dual Diagnosis · doi:10.1080/15504263.2026.2676701
Lethal Means Counseling in Emergency Care: A Critical Opportunity for Adolescent Suicide Prevention
Krass, P. (2026) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2026.04.006
Al-Ibadah, M. A., Ajel, M. A., Hashim, G. A., Nazar, H. I., Alaswad, S. S. M., Wagdy, M., Gerges, K. H. S., & Elsawy, M. M. A. (2026) · SN Comprehensive Clinical Medicine · doi:10.1007/s42399-026-02514-5
Spates, K. S., Watts, B. C., Amoah, G. N. K., & Lyles-Jones, J. R. (2026) · Journal of Religion and Health · doi:10.1007/s10943-026-02744-w
Shahab, S. H., Idrees, S. A., Ahmed, S., Ahmed, M., Rafique, H., Khalid, M., & Segawa, F. (2026) · Brain and Behavior · doi:10.1002/brb3.71838
Prugger, J., Sztuka, I. M., & Kühn, S. (2026) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2026.103244
Metadata
- Authors
- Ivey-Stephenson, A. Z., Crosby, A. E., Jack, S. P. D., Haileyesus, T., & Kresnow-Sedacca, M.-J.
- Affiliations
- National Center for Injury Prevention and Control (US)
- Division of Analysis, Research, and Practice Integration, National Center for Injury Prevention and Control, CDC
- Corresponding author
- Ivey-Stephenson, Asha Z.
- ORCID
- Crosby, Alex E.
- Venue
- MMWR. Surveillance Summaries
- Published
- 2017-10-06
- Volume
- 66
- Issue
- 18
- Pages
- 1-16
- ISSN
- 1545-8636 (ISSN-L)
- 1546-0738
- PMC
- PMC5829833
- OpenAlex
- W2762275952
- Cited by
- 319
- References
- 29
- Citations by year
- 2026: 17 · 2025: 39 · 2024: 29 · 2023: 40 · 2022: 52 · 2021: 49 · 2020: 51 · 2019: 27 · 2018: 13 · 2017: 1
- FWCI
- 31.21
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- public-domain
- Locations
- MMWR Surveillance Summaries (publishedVersion, public-domain)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Centers for Disease Control and Prevention
- National Center for Injury Prevention and Control
- Topics
- Social Sciences › Psychology › Clinical Psychology › Suicide and Self-Harm Studies
- Social Sciences › Sociology and Political Science › Homicide, Infanticide, and Child Abuse
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Injury Epidemiology and Prevention
- Keywords
- suicide, suicide rates, urbanization level, urban-rural differences, sex differences, racial and ethnic disparities, age groups, mechanism of death, firearm suicide, suicide prevention, non-Hispanic blacks, non-Hispanic whites
- MeSH terms
- Adolescent, Adult, Aged, Cause of Death, Child, Ethnicity, Female, Humans, Male, Middle Aged, Suicide, United States, Urbanization, Age Distribution, Sex Distribution, Racial Groups, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review