Rural Health
Resources by Topic: Statistics and data
Rural-Urban Differences in Post-9/11 Women Veterans' Firearm Ownership and Characteristics
Compares rural and urban firearm ownership, firearm characteristics, firearm safety practices, and other related characteristics among 525 women veterans with at least one post-9/11 deployment. Discusses assessment of firearm ownership and access as a component of suicide prevention for veterans.
Author(s): Ashley M. Griffith, Christin Miller, Nicole M. Caulfield, et al.
Citation: Injury Epidemiology, 12, 73
Date: 11/2025
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Compares rural and urban firearm ownership, firearm characteristics, firearm safety practices, and other related characteristics among 525 women veterans with at least one post-9/11 deployment. Discusses assessment of firearm ownership and access as a component of suicide prevention for veterans.
Author(s): Ashley M. Griffith, Christin Miller, Nicole M. Caulfield, et al.
Citation: Injury Epidemiology, 12, 73
Date: 11/2025
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Staying Strong on the Job: Physical and Psychosocial Benefits of Exercise for Agricultural Workers
Evaluates the impact of an exercise program among 25 agricultural workers. The program aimed to improve strength to reduce workplace injuries. Discusses both measured and perceived changes in functional capacity.
Author(s): Nicholas Spokely, Diego Diaz-Vega, Lindsey Phillips Abernathy, et al.
Citation: Journal of Agromedicine, 31(1)
Date: 11/2025
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Evaluates the impact of an exercise program among 25 agricultural workers. The program aimed to improve strength to reduce workplace injuries. Discusses both measured and perceived changes in functional capacity.
Author(s): Nicholas Spokely, Diego Diaz-Vega, Lindsey Phillips Abernathy, et al.
Citation: Journal of Agromedicine, 31(1)
Date: 11/2025
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Missed Opportunities for Tobacco Dependence Treatment among U.S. Veterans Referred for Lung Cancer Screening: An Observational Cohort Study
Analyzes rates at which tobacco dependence treatment (TDT) is provided to veterans who use tobacco and were referred for lung cancer screening (LCS) at Veterans Affairs Medical Centers and associated clinics in the upper Midwest between September 2022 and September 2023. Breaks down clinical and demographic factors associated with TDT use, including rurality.
Author(s): Anne C. Melzer, Adam Kaplan, Megan Campbell, et al.
Citation: Preventive Medicine Reports, 59, 103263
Date: 11/2025
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Analyzes rates at which tobacco dependence treatment (TDT) is provided to veterans who use tobacco and were referred for lung cancer screening (LCS) at Veterans Affairs Medical Centers and associated clinics in the upper Midwest between September 2022 and September 2023. Breaks down clinical and demographic factors associated with TDT use, including rurality.
Author(s): Anne C. Melzer, Adam Kaplan, Megan Campbell, et al.
Citation: Preventive Medicine Reports, 59, 103263
Date: 11/2025
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Chronic Pain Prevalence and Trends in Urban, Suburban, and Rural Areas among American Adults Aged 55+, 1998–2022
Compares the prevalence of chronic pain and associated trends in rural, suburban, and urban areas among adults aged 55 and older, utilizing 1998-2022 Health and Retirement Study data.
Author(s): Yulin Yang, Feinuo Sun, Zachary Zimmer, et al.
Citation: Social Science & Medicine, 385, 118625
Date: 11/2025
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Compares the prevalence of chronic pain and associated trends in rural, suburban, and urban areas among adults aged 55 and older, utilizing 1998-2022 Health and Retirement Study data.
Author(s): Yulin Yang, Feinuo Sun, Zachary Zimmer, et al.
Citation: Social Science & Medicine, 385, 118625
Date: 11/2025
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Association of Injury-Related Mortality with Unique Domains of Social Determinants of Health Across the Urban-Rural Continuum
Examines whether social determinants of health associated with injury-related mortality vary by geography, utilizing 2000-2017 Pennsylvania Trauma Study Outcomes data. Compares rural and urban populations, with further data breakdowns by race, place of birth, income, and other demographic factors.
Author(s): Tamara Byrd, Nicholas Kass, Liling Lu, et al.
Citation: Surgery, 187, 109607
Date: 11/2025
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Examines whether social determinants of health associated with injury-related mortality vary by geography, utilizing 2000-2017 Pennsylvania Trauma Study Outcomes data. Compares rural and urban populations, with further data breakdowns by race, place of birth, income, and other demographic factors.
Author(s): Tamara Byrd, Nicholas Kass, Liling Lu, et al.
Citation: Surgery, 187, 109607
Date: 11/2025
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An Assessment of Nurse Practitioner Low-Value Care Use in Primary Care
Analyzes how patient demographics and geography are associated with the prevalence of nurse practitioner-delivered low-value lumbar x-ray, aURI antibiotic, and ECG services, utilizing 2021 Merative MarketScan Commercial and Medicare database data for Arizona, Nevada, and New Mexico. Includes metro versus nonmetro comparison data.
Author(s): Sara B. Nugent, Roberta P. Lavin, Jongwon Lee, Brady P. Horn, Barbara I. Holmes Damron
Citation: The American Journal of Managed Care, 31(1), 553-557
Date: 10/2025
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Analyzes how patient demographics and geography are associated with the prevalence of nurse practitioner-delivered low-value lumbar x-ray, aURI antibiotic, and ECG services, utilizing 2021 Merative MarketScan Commercial and Medicare database data for Arizona, Nevada, and New Mexico. Includes metro versus nonmetro comparison data.
Author(s): Sara B. Nugent, Roberta P. Lavin, Jongwon Lee, Brady P. Horn, Barbara I. Holmes Damron
Citation: The American Journal of Managed Care, 31(1), 553-557
Date: 10/2025
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Rural Health Transformation Program: Rural Facility and Population Score Estimates by State
Spreadsheet indicating estimated rural facility and population scores for each state according to the methodology in Appendix 4 of the Rural Health Transformation Program Notice of Funding Opportunity.
Date: 10/2025
Sponsoring organization: The Cecil G. Sheps Center for Health Services Research
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Spreadsheet indicating estimated rural facility and population scores for each state according to the methodology in Appendix 4 of the Rural Health Transformation Program Notice of Funding Opportunity.
Date: 10/2025
Sponsoring organization: The Cecil G. Sheps Center for Health Services Research
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Report to the Secretary of Health and Human Services: Reducing Barriers to Participation in Population-Based Total Cost of Care (PB-TCOC) Models and Supporting Primary and Specialty Care Transformation
Summarizes findings from the Physician-Focused Payment Model Technical Advisory Committee's (PTAC) review of information on reducing barriers to participation in alternative payment models (APMs). Discusses key issues relating to reducing barriers to participation in APMs and value-based care transformation, areas where additional research is needed, and potential next steps.
Date: 10/2025
Sponsoring organization: HHS Office of the Assistant Secretary for Planning and Evaluation
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Summarizes findings from the Physician-Focused Payment Model Technical Advisory Committee's (PTAC) review of information on reducing barriers to participation in alternative payment models (APMs). Discusses key issues relating to reducing barriers to participation in APMs and value-based care transformation, areas where additional research is needed, and potential next steps.
Date: 10/2025
Sponsoring organization: HHS Office of the Assistant Secretary for Planning and Evaluation
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New Mexico Health Care Workforce Committee: 2025 Annual Report
Reports on New Mexico's healthcare workforce, including county-level data and comparisons to national benchmarks. Discusses rural and frontier area shortages, health workforce migration trends, potential solutions for workforce issues, and updates on previous recommendations. See Appendix C for healthcare professions gap analyses by county.
Date: 10/2025
Sponsoring organization: University of New Mexico - Health Sciences Center
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Reports on New Mexico's healthcare workforce, including county-level data and comparisons to national benchmarks. Discusses rural and frontier area shortages, health workforce migration trends, potential solutions for workforce issues, and updates on previous recommendations. See Appendix C for healthcare professions gap analyses by county.
Date: 10/2025
Sponsoring organization: University of New Mexico - Health Sciences Center
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Benzodiazepines and Opioid Co-Use Among Rural People Who Use Drugs: Findings From the Rural Opioid Initiative
Explores the patterns of co-usage of benzodiazepines and opioids in rural areas. Highlights data related to health outcomes, demographic characteristics, interactions with law enforcement, and the co-use of other drugs, among other measures.
Author(s): L. Sarah Mixson, Arvind Venkataraman, Lydia N. Drumright, et al.
Citation: Substance Use & Addiction Journal, 46(4), 847-858
Date: 10/2025
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Explores the patterns of co-usage of benzodiazepines and opioids in rural areas. Highlights data related to health outcomes, demographic characteristics, interactions with law enforcement, and the co-use of other drugs, among other measures.
Author(s): L. Sarah Mixson, Arvind Venkataraman, Lydia N. Drumright, et al.
Citation: Substance Use & Addiction Journal, 46(4), 847-858
Date: 10/2025
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