Rural Health
Resources by Topic: Statistics and data
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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Who is Performing Routine Screening Endoscopy in Kansas Rural Communities
Examines the types of healthcare practitioners who perform endoscopic screening procedures in rural communities in Kansas. Utilizes survey data from 542 practicing physicians and provides information on their demographics, medical specialty, confidence in performing endoscopic procedures, and more.
Author(s): Todd T. Savolt, Jared Reyes, Siman Antar, Kyle Vincent
Citation: American Journal of Surgery, 250, 116511
Date: 12/2025
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Examines the types of healthcare practitioners who perform endoscopic screening procedures in rural communities in Kansas. Utilizes survey data from 542 practicing physicians and provides information on their demographics, medical specialty, confidence in performing endoscopic procedures, and more.
Author(s): Todd T. Savolt, Jared Reyes, Siman Antar, Kyle Vincent
Citation: American Journal of Surgery, 250, 116511
Date: 12/2025
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Tobacco-Related Knowledge Among Employees at Substance Use Treatment and Medical Healthcare Centers Serving Rural and Medically Underserved Patients with Substance Use Disorders in Texas, USA
Examines tobacco knowledge before and after receipt of a brief tobacco cessation training intervention among healthcare providers at substance use treatment centers and medical healthcare centers in rural and medically underserved areas of Texas. Details gaps in provider training related to the care of co-incident tobacco use and substance misuse disorders.
Author(s): Jedidiah A. Feyisetan, Maggie Britton, Tzuan A. Chen, et al.
Citation: International Journal of Environmental Research and Public Health, 22(11), 1701
Date: 11/2025
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Examines tobacco knowledge before and after receipt of a brief tobacco cessation training intervention among healthcare providers at substance use treatment centers and medical healthcare centers in rural and medically underserved areas of Texas. Details gaps in provider training related to the care of co-incident tobacco use and substance misuse disorders.
Author(s): Jedidiah A. Feyisetan, Maggie Britton, Tzuan A. Chen, et al.
Citation: International Journal of Environmental Research and Public Health, 22(11), 1701
Date: 11/2025
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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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Gaps in Artificial Intelligence Research for Rural Health in the United States: A Scoping Review
Presents a scoping review exploring the extent of research on artificial intelligence (AI) in healthcare in rural communities. Discusses the application of AI in rural US healthcare and challenges that limit the development, implementation, or evaluation of AI in the rural areas.
Author(s): Katherine E. Brown, Sharon E. Davis
Citation: Journal of the American Medical Informatics Association
Date: 11/2025
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Presents a scoping review exploring the extent of research on artificial intelligence (AI) in healthcare in rural communities. Discusses the application of AI in rural US healthcare and challenges that limit the development, implementation, or evaluation of AI in the rural areas.
Author(s): Katherine E. Brown, Sharon E. Davis
Citation: Journal of the American Medical Informatics Association
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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Using RHIhub to Support Community Health and Wellbeing
Webinar recording featuring a walkthrough of the Rural Health Information website. Highlights the different types of resources, data visualizations, and tools available to help support and improve rural community health and wellbeing.
Additional links: Audio Recording, Webinar Slides
Date: 11/2025
Sponsoring organization: Rural Health Information Hub
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Webinar recording featuring a walkthrough of the Rural Health Information website. Highlights the different types of resources, data visualizations, and tools available to help support and improve rural community health and wellbeing.
Additional links: Audio Recording, Webinar Slides
Date: 11/2025
Sponsoring organization: Rural Health Information Hub
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RHCs and CAHs Participating in the Medicare Shared Savings Program (MSSP): Characteristics of the Providers and Communities
Describes the characteristics of Rural Health Clinics (RHCs) and Critical Access Hospitals (CAHs) currently participating in the Medicare Shared Savings Program (MSSP) in 2023. Compares CAH and RHC characteristics by MSSP participation, ownership status, and free-standing versus provider-based RHC status.
Author(s): Edmer Lazaro, Dan Shane, Fred Ullrich, Keith Mueller
Date: 11/2025
Sponsoring organization: RUPRI Center for Rural Health Policy Analysis
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Describes the characteristics of Rural Health Clinics (RHCs) and Critical Access Hospitals (CAHs) currently participating in the Medicare Shared Savings Program (MSSP) in 2023. Compares CAH and RHC characteristics by MSSP participation, ownership status, and free-standing versus provider-based RHC status.
Author(s): Edmer Lazaro, Dan Shane, Fred Ullrich, Keith Mueller
Date: 11/2025
Sponsoring organization: RUPRI Center for Rural Health Policy Analysis
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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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