Rural Health
Resources by Topic: Rural-urban differences
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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Family Physician Workforce Trends: The Toll on Rural Communities
Analyzes distribution of family physicians between 2017 and 2023 to identify trends in practice location. Includes analysis of physician demographic characteristics, rurality, and region. Discusses the impact of a reduction in the family physician workforce on rural communities.
Author(s): Colleen T. Fogarty, Hoon Byun, Alison N. Huffstetler
Citation: The Annals of Family Medicine, 26(6), 535-538
Date: 11/2025
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Analyzes distribution of family physicians between 2017 and 2023 to identify trends in practice location. Includes analysis of physician demographic characteristics, rurality, and region. Discusses the impact of a reduction in the family physician workforce on rural communities.
Author(s): Colleen T. Fogarty, Hoon Byun, Alison N. Huffstetler
Citation: The Annals of Family Medicine, 26(6), 535-538
Date: 11/2025
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2024 NSDUH Data Brief: Symptoms of Generalized Anxiety Disorder Among Adults
Report examines generalized anxiety disorder in American adults through data from the National Survey on Drug Use and Health (NSDUH). Breaks down data by demographic characteristics, such as age, sex, education level, co-occurring substance use, and employment, as well as geographic and socioeconomic characteristics, such as geographic region, health insurance, rurality, and federal poverty level.
Date: 11/2025
Sponsoring organization: Substance Abuse and Mental Health Services Administration
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Report examines generalized anxiety disorder in American adults through data from the National Survey on Drug Use and Health (NSDUH). Breaks down data by demographic characteristics, such as age, sex, education level, co-occurring substance use, and employment, as well as geographic and socioeconomic characteristics, such as geographic region, health insurance, rurality, and federal poverty level.
Date: 11/2025
Sponsoring organization: Substance Abuse and Mental Health Services Administration
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Arizona Rural Obstetrical Workforce
Offers maps and tables of the obstetricians and advanced practice midwives workforce distribution in Arizona in 2025. Includes county-level data and rural and urban comparisons.
Author(s): S.C. Woolcock, C.H.A. Andrilla, L.A. Garberson, J.M. Graves
Date: 11/2025
Sponsoring organization: WWAMI Rural Health Research Center
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Offers maps and tables of the obstetricians and advanced practice midwives workforce distribution in Arizona in 2025. Includes county-level data and rural and urban comparisons.
Author(s): S.C. Woolcock, C.H.A. Andrilla, L.A. Garberson, J.M. Graves
Date: 11/2025
Sponsoring organization: WWAMI Rural Health Research Center
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Arizona Rural Behavioral Health Workforce
Offers maps and tables of the supply and distribution of behavioral health clinicians in Arizona in 2025. Includes county-level data and rural and urban comparisons.
Author(s): S.C. Woolcock, C.H.A. Andrilla, L.A. Garberson, J.M. Graves
Date: 11/2025
Sponsoring organization: WWAMI Rural Health Research Center
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Offers maps and tables of the supply and distribution of behavioral health clinicians in Arizona in 2025. Includes county-level data and rural and urban comparisons.
Author(s): S.C. Woolcock, C.H.A. Andrilla, L.A. Garberson, J.M. Graves
Date: 11/2025
Sponsoring organization: WWAMI Rural Health Research Center
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Arizona Rural Primary Care Workforce
Offers maps and tables of the primary care workforce distribution in Arizona in 2025. Includes county-level data and rural and urban comparisons.
Author(s): S.C. Woolcock, C.H.A. Andrilla, L.A. Garberson, J.M. Graves
Date: 11/2025
Sponsoring organization: WWAMI Rural Health Research Center
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Offers maps and tables of the primary care workforce distribution in Arizona in 2025. Includes county-level data and rural and urban comparisons.
Author(s): S.C. Woolcock, C.H.A. Andrilla, L.A. Garberson, J.M. Graves
Date: 11/2025
Sponsoring organization: WWAMI Rural Health Research Center
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Third Party Negotiated Hospital Pricing in Rural and Urban Hospitals within 12 U.S. States
Examines the gross and negotiated pricing for common services in rural and urban hospitals. Bases findings on samples from 12 states and focuses on costs of routine care, imaging, and childbirth.
Author(s): Lindsey R. Hammerslag, Aaron P. Smith, Jeffrey C. Talbert
Date: 11/2025
Sponsoring organization: Rural and Underserved Health Research Center
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Examines the gross and negotiated pricing for common services in rural and urban hospitals. Bases findings on samples from 12 states and focuses on costs of routine care, imaging, and childbirth.
Author(s): Lindsey R. Hammerslag, Aaron P. Smith, Jeffrey C. Talbert
Date: 11/2025
Sponsoring organization: Rural and Underserved Health Research Center
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