Rural Health
Resources by Topic: Rural-urban differences
How Do Services Offered Within Opioid Treatment Programs Vary Based on State Methadone Policies?
Examines the availability of opioid treatment programs (OTPs) in various states as well as access to medication for opioid use disorder (MOUD) options, psychosocial services, and housing supports. Analyzes 1,501 opioid treatment programs (OTPs) and their characteristics, including state restrictiveness, services offered, facility type, rurality, and more.
Author(s): Zoe Lindenfeld, Noa Krawczyk, Erin A. Taylor, Denis Agniel, Jonathan H. Cantor
Citation: Journal of Substance Use & Addiction Treatment, 190, 210062
Date: 11/2026
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Examines the availability of opioid treatment programs (OTPs) in various states as well as access to medication for opioid use disorder (MOUD) options, psychosocial services, and housing supports. Analyzes 1,501 opioid treatment programs (OTPs) and their characteristics, including state restrictiveness, services offered, facility type, rurality, and more.
Author(s): Zoe Lindenfeld, Noa Krawczyk, Erin A. Taylor, Denis Agniel, Jonathan H. Cantor
Citation: Journal of Substance Use & Addiction Treatment, 190, 210062
Date: 11/2026
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The Financial Impact of Pregnancy and Childbirth Among Louisiana Medicaid Beneficiaries
Examines the relationship between pregnancy and financial health of women in Louisiana. Analyzes 2017-2020 Medicaid claims data and credit reports of 76,468 patients and provides breakdowns of credit scores, medical debt, and nonmedical debt by demographics, pregnancy status, and rural versus urban location.
Author(s): Brigham Walker, Ethan Tsai, Andrew Anderson, Melissa Evans, Kevin Callison
Citation: Health Services Research, 61(5), e70166
Date: 10/2026
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Examines the relationship between pregnancy and financial health of women in Louisiana. Analyzes 2017-2020 Medicaid claims data and credit reports of 76,468 patients and provides breakdowns of credit scores, medical debt, and nonmedical debt by demographics, pregnancy status, and rural versus urban location.
Author(s): Brigham Walker, Ethan Tsai, Andrew Anderson, Melissa Evans, Kevin Callison
Citation: Health Services Research, 61(5), e70166
Date: 10/2026
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Place-Based Risk: Examining Relationships Between Adolescent Perceptions of Community Risk Factors and Adolescent Substance Use Across Geographic Contexts
Examines adolescent perceptions of structural and social factors that influence their substance use in rural and urban communities. Utilizes 2019 Florida Youth Substance Abuse Survey data from 9,819 adolescents to analyze alcohol, tobacco, marijuana, and illicit drug use according to sociodemographics, cultural norms, law enforcement response to substance use, availability of drugs, and urban, suburban, town, or rural location.
Author(s): Melissa Pearman Fenton, Sarah D. Lynne, Josie L. Bryan, Catherine Woodstock Striley, Larry F. Forthun
Citation: American Journal of Community Psychology, 78(1-2), 245-262
Date: 09/2026
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Examines adolescent perceptions of structural and social factors that influence their substance use in rural and urban communities. Utilizes 2019 Florida Youth Substance Abuse Survey data from 9,819 adolescents to analyze alcohol, tobacco, marijuana, and illicit drug use according to sociodemographics, cultural norms, law enforcement response to substance use, availability of drugs, and urban, suburban, town, or rural location.
Author(s): Melissa Pearman Fenton, Sarah D. Lynne, Josie L. Bryan, Catherine Woodstock Striley, Larry F. Forthun
Citation: American Journal of Community Psychology, 78(1-2), 245-262
Date: 09/2026
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Geographic and Environmental Differences in Associations Between Food Insecurity and Nutritional and Inflammatory Biomarkers Among Pregnant Participants in the All of Us Research Program
Examines the relationship among food insecurity (FI), geography, and health outcomes in pregnant women living in the Southeastern United States. Utilizes 2018-2022 All of Us Research Program data from 12,192 participants and analyzes cardiometabolic biomarkers, nutritional biomarkers, and environmental factors across rural versus urban as well as FI versus non-FI populations.
Author(s): Alaijah Bashi, Viviane Schuch, Amber Dawning, et al.
Citation: Nutrients, 18(18), 2965
Date: 09/2026
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Examines the relationship among food insecurity (FI), geography, and health outcomes in pregnant women living in the Southeastern United States. Utilizes 2018-2022 All of Us Research Program data from 12,192 participants and analyzes cardiometabolic biomarkers, nutritional biomarkers, and environmental factors across rural versus urban as well as FI versus non-FI populations.
Author(s): Alaijah Bashi, Viviane Schuch, Amber Dawning, et al.
Citation: Nutrients, 18(18), 2965
Date: 09/2026
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Associations of County-Level Urbanicity With Overall Survival Across 19 Solid Tumor Groups, 2004–2023: A SEER Cohort Study of 5.5 Million Patients
Analyzes how cancer survival varies by rurality at diagnosis across 19 tumor groups, including prostate, lung, kidney, and other cancers, using 2004-2023 SEER data.
Author(s): Lihui Liang, Jiancheng Huang, Qingbai Jiang
Citation: Cancer Control, 33
Date: 09/2026
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Analyzes how cancer survival varies by rurality at diagnosis across 19 tumor groups, including prostate, lung, kidney, and other cancers, using 2004-2023 SEER data.
Author(s): Lihui Liang, Jiancheng Huang, Qingbai Jiang
Citation: Cancer Control, 33
Date: 09/2026
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Examining the Rural College Labor Market
Examines the rural college labor market, enrollment and degree completion, location decisions of students, and shifts in degree types to meet the needs of changing rural industries. Utilizes American Community Survey data to analyze the nonmetro workforce, college labor trends, demographic characteristics, and industry changes, including trends related to healthcare profession degree completion and subsequent employment.
Author(s): Brandon Genetin, James C. Davis
Date: 09/2026
Sponsoring organization: USDA Economic Research Service
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Examines the rural college labor market, enrollment and degree completion, location decisions of students, and shifts in degree types to meet the needs of changing rural industries. Utilizes American Community Survey data to analyze the nonmetro workforce, college labor trends, demographic characteristics, and industry changes, including trends related to healthcare profession degree completion and subsequent employment.
Author(s): Brandon Genetin, James C. Davis
Date: 09/2026
Sponsoring organization: USDA Economic Research Service
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Mental Health Care Access in Rural Communities amid the Expansion of Telehealth
Analyzes National Health Interview Survey and Medical Expenditure Panel Survey data to explore how mental healthcare access has changed for rural and urban residents as telehealth services have expanded. Discusses findings regarding publicly insured, privately insured, and self-pay patients.
Author(s): Anja Gruber, Anders Van Sandt, Scott Loveridge, Craig Carpenter, Cris Meier
Citation: Health Affairs Scholar, 4(9)
Date: 09/2026
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Analyzes National Health Interview Survey and Medical Expenditure Panel Survey data to explore how mental healthcare access has changed for rural and urban residents as telehealth services have expanded. Discusses findings regarding publicly insured, privately insured, and self-pay patients.
Author(s): Anja Gruber, Anders Van Sandt, Scott Loveridge, Craig Carpenter, Cris Meier
Citation: Health Affairs Scholar, 4(9)
Date: 09/2026
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Veterans Health Care: Information on Eligibility for and Use of Dental Benefits
Provides an overview of Veterans Health Administration (VHA) dental benefits and eligibility. Describes the number and percentage of VHA-enrolled veterans who were eligible for VA dental benefits between 2020 and 2025. Presents data by demographic characteristics, including age and rural residence. Explores the potential effect of expanding eligibility for VA dental benefits to all veterans with a heart disease diagnosis. Appendix I discusses VHA's use of teledentistry between 2020 and 2025, including the number and percentage of VHA facilities, by facility type and rurality, that provided at least one dental visit by teledentistry.
Additional links: Full Report
Date: 09/2026
Sponsoring organization: Government Accountability Office
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Provides an overview of Veterans Health Administration (VHA) dental benefits and eligibility. Describes the number and percentage of VHA-enrolled veterans who were eligible for VA dental benefits between 2020 and 2025. Presents data by demographic characteristics, including age and rural residence. Explores the potential effect of expanding eligibility for VA dental benefits to all veterans with a heart disease diagnosis. Appendix I discusses VHA's use of teledentistry between 2020 and 2025, including the number and percentage of VHA facilities, by facility type and rurality, that provided at least one dental visit by teledentistry.
Additional links: Full Report
Date: 09/2026
Sponsoring organization: Government Accountability Office
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Community Relationships and Physician Retention in Clinician Shortage Areas
Results of a study examining the connections of community needs fulfillment and community integration with anticipated retention of physicians in rural Health Professional Shortage Areas (HPSAs) and urban HPSAs. Features demographics and statistics with breakdowns by type of practice, including Federally Qualified Health Centers and Look-Alike Health Centers, Rural Health Clinics, and hospital-based sites.
Author(s): Donald E. Pathman, David F. Schmitz, Thomas R. Konrad, Thomas E. Rauner, Mike Shimmens
Citation: JAMA Network Open, 9(9), e2635692
Date: 09/2026
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Results of a study examining the connections of community needs fulfillment and community integration with anticipated retention of physicians in rural Health Professional Shortage Areas (HPSAs) and urban HPSAs. Features demographics and statistics with breakdowns by type of practice, including Federally Qualified Health Centers and Look-Alike Health Centers, Rural Health Clinics, and hospital-based sites.
Author(s): Donald E. Pathman, David F. Schmitz, Thomas R. Konrad, Thomas E. Rauner, Mike Shimmens
Citation: JAMA Network Open, 9(9), e2635692
Date: 09/2026
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Geographic Disparities in Access to Broadband, Ambulance Services, and Health Care and Implications for Telehealth
Explores the degree to which populated areas, including rural areas, lack the sufficient broadband infrastructure needed to support telehealth services, referred to as broadband deserts. Presents data on the number and percentage of rural residents who live in broadband deserts. Describes the intersection of broadband deserts with areas with limited access to prehospital ambulance services (ambulance deserts) and hospitals and clinics (healthcare deserts) by state.
Author(s): Celia Jewell, Heidi O'Connor, Thomas E. Griffin, et al.
Citation: JAMA Health Forum, 7(9), e263290
Date: 09/2026
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Explores the degree to which populated areas, including rural areas, lack the sufficient broadband infrastructure needed to support telehealth services, referred to as broadband deserts. Presents data on the number and percentage of rural residents who live in broadband deserts. Describes the intersection of broadband deserts with areas with limited access to prehospital ambulance services (ambulance deserts) and hospitals and clinics (healthcare deserts) by state.
Author(s): Celia Jewell, Heidi O'Connor, Thomas E. Griffin, et al.
Citation: JAMA Health Forum, 7(9), e263290
Date: 09/2026
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