Rural Health
Resources by Topic: Rural-urban differences
Universal School Meal Policies and Perceived Stigma: Quantitative Evidence From Eight US States
Examines relationships among universal school meals (USMs) policies, stigma surrounding USM, and perceptions of school lunch. Utilizes survey data from 1,066 middle and high school students regarding their feelings of embarrassment surrounding school lunch, with breakdowns according to participant sociodemographics and rural versus urban location.
Author(s): Dania Orta-Aleman, Monica D. Zuercher, Leah E. Chapman, et al.
Citation: Journal of School Health, 96(1), e70098
Date: 01/2026
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Examines relationships among universal school meals (USMs) policies, stigma surrounding USM, and perceptions of school lunch. Utilizes survey data from 1,066 middle and high school students regarding their feelings of embarrassment surrounding school lunch, with breakdowns according to participant sociodemographics and rural versus urban location.
Author(s): Dania Orta-Aleman, Monica D. Zuercher, Leah E. Chapman, et al.
Citation: Journal of School Health, 96(1), e70098
Date: 01/2026
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Learning Modalities During COVID-19 and Adolescent Mental Health in North Carolina
Examines virtual, hybrid, and in-person learning modalities and their impact on adolescent mental health during the COVID-19 pandemic. Analyzes mental health emergency department (ED) visits in North Carolina alongside county-level information on learning modalities used over time. Provides rural versus urban data on impacts of learning modality on mental health.
Author(s): Justin Cole Gilbert, Martie P. Thompson, Sophia Ryan, Manan Roy
Citation: Journal of School Health, 96(1), e70093
Date: 01/2026
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Examines virtual, hybrid, and in-person learning modalities and their impact on adolescent mental health during the COVID-19 pandemic. Analyzes mental health emergency department (ED) visits in North Carolina alongside county-level information on learning modalities used over time. Provides rural versus urban data on impacts of learning modality on mental health.
Author(s): Justin Cole Gilbert, Martie P. Thompson, Sophia Ryan, Manan Roy
Citation: Journal of School Health, 96(1), e70093
Date: 01/2026
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Travel Time to Treating Facility and Mortality in Men With Prostate Cancer
Examines the association between longer travel time to treatment and survival among prostate cancer patients. Uses data from a survey of 159,943 patients from Hawaii, Louisiana, Massachusetts, New Jersey, Ohio, Utah, and Washington. Features statistics with breakdowns by two levels of population density.
Author(s): Stephan M. Korn, Filippo Dagnino, Danesha Daniels, et al.
Citation: JAMA Network Open, 8(12), e2546812
Date: 12/2025
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Examines the association between longer travel time to treatment and survival among prostate cancer patients. Uses data from a survey of 159,943 patients from Hawaii, Louisiana, Massachusetts, New Jersey, Ohio, Utah, and Washington. Features statistics with breakdowns by two levels of population density.
Author(s): Stephan M. Korn, Filippo Dagnino, Danesha Daniels, et al.
Citation: JAMA Network Open, 8(12), e2546812
Date: 12/2025
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Data Book: Beneficiaries Dually Eligible for Medicare and Medicaid
Provides an overview of dual-eligible beneficiaries who receive benefits from both Medicare and Medicaid. Analyzes data from calendar year 2022 to examine beneficiary demographics, eligibility pathways, utilization and spending patterns, and more. Exhibit 6 on page 15 includes a breakdown of beneficiaries based on urban or rural residence.
Date: 12/2025
Sponsoring organizations: Medicaid and CHIP Payment and Access Commission, Medicare Payment Advisory Commission
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Provides an overview of dual-eligible beneficiaries who receive benefits from both Medicare and Medicaid. Analyzes data from calendar year 2022 to examine beneficiary demographics, eligibility pathways, utilization and spending patterns, and more. Exhibit 6 on page 15 includes a breakdown of beneficiaries based on urban or rural residence.
Date: 12/2025
Sponsoring organizations: Medicaid and CHIP Payment and Access Commission, Medicare Payment Advisory Commission
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Examining Rural Disparities in Cigarette Smoking Among U.S. Women by Chronological Age: 2002–2022
Presents a study on rural disparities in rates of cigarette smoking among women from 2002 to 2022. Draws data from the National Survey on Drug Use and Health and examines correlative factors, such as age, educational attainment, and income, among others.
Author(s): Stephen T. Higgins, Tyler G. Erath, Fang Fang Chen, Michael J. DeSarno
Citation: Preventive Medicine, 201, 108359
Date: 12/2025
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Presents a study on rural disparities in rates of cigarette smoking among women from 2002 to 2022. Draws data from the National Survey on Drug Use and Health and examines correlative factors, such as age, educational attainment, and income, among others.
Author(s): Stephen T. Higgins, Tyler G. Erath, Fang Fang Chen, Michael J. DeSarno
Citation: Preventive Medicine, 201, 108359
Date: 12/2025
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Early Adoption of Telehealth/Remote Patient Monitoring and Hospital Revenue Changes During COVID-19
Evaluates telehealth and remote patient monitoring use between 2019 and 2020 among 1,742 rural and urban hospitals to determine the impact of COVID-19 on utilization and revenue. Discusses potential policy measures given study findings.
Author(s): Claudia A. Rhoades, Brian E. Whitacre, Alison F. Davis
Citation: Journal of Telemedicine and Telecare, 31(10)
Date: 12/2025
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Evaluates telehealth and remote patient monitoring use between 2019 and 2020 among 1,742 rural and urban hospitals to determine the impact of COVID-19 on utilization and revenue. Discusses potential policy measures given study findings.
Author(s): Claudia A. Rhoades, Brian E. Whitacre, Alison F. Davis
Citation: Journal of Telemedicine and Telecare, 31(10)
Date: 12/2025
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Differences in GLP-1 RA Medication Adherence Across Place-Based Variables in Patients with Diabetes Living in Wisconsin
Analyzes adherence to GLP-1 RA medications for diabetes treatment among Wisconsin adults by geographic and demographic group, utilizing 2020-2022 Wisconsin Health Information Organization data. Compares adherence by rural or urban status, among other factors.
Author(s): Kara L. Gavin, Rabia Amjad, Vaia Makris, Joan M. Neuner
Citation: Journal of Managed Care & Specialty Pharmacy, 31(12), 1311-1319
Date: 11/2025
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Analyzes adherence to GLP-1 RA medications for diabetes treatment among Wisconsin adults by geographic and demographic group, utilizing 2020-2022 Wisconsin Health Information Organization data. Compares adherence by rural or urban status, among other factors.
Author(s): Kara L. Gavin, Rabia Amjad, Vaia Makris, Joan M. Neuner
Citation: Journal of Managed Care & Specialty Pharmacy, 31(12), 1311-1319
Date: 11/2025
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Tennessee Birth Defects Data Report 2018-2022
Provides information on the prevalence of 47 major birth defects for children born in Tennessee in the years 2018-2022. Features a state map showing rates of birth defects in 7 rural regions.
Date: 11/2025
Sponsoring organization: Tennessee Department of Health
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Provides information on the prevalence of 47 major birth defects for children born in Tennessee in the years 2018-2022. Features a state map showing rates of birth defects in 7 rural regions.
Date: 11/2025
Sponsoring organization: Tennessee Department of Health
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A Novel Approach to Incorporate Frontier Areas Into Urban–Rural Geographic Classifications: Integrated Metropolitan-to-Frontier Area Codes
Explores an effort to develop a rural-urban classification that captures the remoteness of frontier areas. Details the tract-level Integrated Metropolitan-to-Frontier Area Codes (tlMFAC), a combination of the USDA's Frontier and Remote Area (FAR) definition and the Rural-Urban Commuting Area (RUCA) Codes. Discusses the conceptual framework for tlMFAC and the census tract-level results of applying the definition nationally.
Author(s): Brody J. Gibson, Elizabeth Dobis, John Cromartie, et al.
Citation: Journal of Rural Health, 41(4), e70102
Date: 11/2025
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Explores an effort to develop a rural-urban classification that captures the remoteness of frontier areas. Details the tract-level Integrated Metropolitan-to-Frontier Area Codes (tlMFAC), a combination of the USDA's Frontier and Remote Area (FAR) definition and the Rural-Urban Commuting Area (RUCA) Codes. Discusses the conceptual framework for tlMFAC and the census tract-level results of applying the definition nationally.
Author(s): Brody J. Gibson, Elizabeth Dobis, John Cromartie, et al.
Citation: Journal of Rural Health, 41(4), e70102
Date: 11/2025
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Current and Maximum Acceptable Travel Times to Primary Care Among US Older Adults
Explores the threshold of travel time at which it becomes a barrier to primary care access and for which groups. Uses data from a study conducted in February 2025 of adults age 50 and older. Features demographics and statistics with breakdowns by urban, suburban, and rural or other areas.
Author(s): Tabasa Ozawa, Ying Liu, Soeren Mattke
Citation: JAMA Network Open, 8(11), e2545280
Date: 11/2025
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Explores the threshold of travel time at which it becomes a barrier to primary care access and for which groups. Uses data from a study conducted in February 2025 of adults age 50 and older. Features demographics and statistics with breakdowns by urban, suburban, and rural or other areas.
Author(s): Tabasa Ozawa, Ying Liu, Soeren Mattke
Citation: JAMA Network Open, 8(11), e2545280
Date: 11/2025
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