Rural Health
Resources by Topic: Statistics and data
Risk Adjustment in the Medicare Advantage Population Using Encounter Data
Examines the Centers for Medicare & Medicaid Services (CMS) Hierarchical Condition Category (HCC) risk model by comparing 2016-2022 Traditional Medicare (TM) claims and Medicare Advantage (MA) encounter data. Analyzes differences in the TM-based model and MA-based model and discusses risk-adjusted MA payment, MA payment policy, and enrollment incentives for various populations, including rural.
Author(s): Caroline S. Carlin, Roger Feldman, Jeah Jung
Citation: Health Services Research, 61(5), e70165
Date: 10/2026
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Examines the Centers for Medicare & Medicaid Services (CMS) Hierarchical Condition Category (HCC) risk model by comparing 2016-2022 Traditional Medicare (TM) claims and Medicare Advantage (MA) encounter data. Analyzes differences in the TM-based model and MA-based model and discusses risk-adjusted MA payment, MA payment policy, and enrollment incentives for various populations, including rural.
Author(s): Caroline S. Carlin, Roger Feldman, Jeah Jung
Citation: Health Services Research, 61(5), e70165
Date: 10/2026
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Veterans Affairs Clinical Resource Hub Improve Access to Mental Health Services for Rural Veterans
Evaluates 627,436 telemental health service encounters over 5 years with rural veterans to determine the impact of 18 Clinical Resource Hubs on access to mental healthcare. Discusses how utilization of telemental health services increased over the 5 years, trends in modality types, and mental health diagnoses, in addition to other demographic characteristics.
Author(s): Erin Jaske, Chelle L. Wheat, Bradford Felker, et al.
Citation: Telemedicine and e-Health, 32(10), 995-1002
Date: 10/2026
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Evaluates 627,436 telemental health service encounters over 5 years with rural veterans to determine the impact of 18 Clinical Resource Hubs on access to mental healthcare. Discusses how utilization of telemental health services increased over the 5 years, trends in modality types, and mental health diagnoses, in addition to other demographic characteristics.
Author(s): Erin Jaske, Chelle L. Wheat, Bradford Felker, et al.
Citation: Telemedicine and e-Health, 32(10), 995-1002
Date: 10/2026
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Associations of Occupational Exposures on Environmental Allergies Among Farmers and Ranchers in the Central United States
Explores demographics and occupational exposures associated with allergies among farmers in 7 states. Notes public health implications based on study findings and highlights opportunities for further research.
Author(s): Alexandrea Welch, Cheryl Beseler, Yi Du, Shaun Cross, Risto H. Rautiainen
Citation: Journal of Agromedicine, 31(4), 530-540
Date: 10/2026
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Explores demographics and occupational exposures associated with allergies among farmers in 7 states. Notes public health implications based on study findings and highlights opportunities for further research.
Author(s): Alexandrea Welch, Cheryl Beseler, Yi Du, Shaun Cross, Risto H. Rautiainen
Citation: Journal of Agromedicine, 31(4), 530-540
Date: 10/2026
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2026 Maine Healthcare Occupations Report
Data and analysis of the Maine healthcare workforce. Includes demographics and workforce distribution by county. Features numbers of healthcare workers in various occupations as of 2025 and projected need by 2034.
Date: 09/2026
Sponsoring organizations: Center for Workforce Research and Information, Maine Department of Labor
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Data and analysis of the Maine healthcare workforce. Includes demographics and workforce distribution by county. Features numbers of healthcare workers in various occupations as of 2025 and projected need by 2034.
Date: 09/2026
Sponsoring organizations: Center for Workforce Research and Information, Maine Department of Labor
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Tennessee Suicide Prevention 2026 Annual Report
Summarizes suicide surveillance and programmatic data collected by the Tennessee Department of Health. Identifies strategies and best practices for the prevention of deaths by suicide. Features statistics including rates of suicide among residents of rural and urban Tennessee counties in 2024.
Date: 09/2026
Sponsoring organization: Tennessee Department of Health
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Summarizes suicide surveillance and programmatic data collected by the Tennessee Department of Health. Identifies strategies and best practices for the prevention of deaths by suicide. Features statistics including rates of suicide among residents of rural and urban Tennessee counties in 2024.
Date: 09/2026
Sponsoring organization: Tennessee Department of Health
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Sanders Announces $54.6 Million Awarded in Rural Health Transformation Funds
Announces recipients of funding through two initiatives as part of the first year of the Arkansas Rural Health Transformation Program: Healthy Eating, Active Recreation & Transformation (HEART) and Recruitment, Innovation Skills, and Education for Arkansas (RISE AR). Describes each awarded project, its service area, and funding amount.
Additional links: List of Organization and Award Amounts - RISE AR and HEART
Date: 09/2026
Sponsoring organization: Office of Governor Sarah Huckabee Sanders
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Announces recipients of funding through two initiatives as part of the first year of the Arkansas Rural Health Transformation Program: Healthy Eating, Active Recreation & Transformation (HEART) and Recruitment, Innovation Skills, and Education for Arkansas (RISE AR). Describes each awarded project, its service area, and funding amount.
Additional links: List of Organization and Award Amounts - RISE AR and HEART
Date: 09/2026
Sponsoring organization: Office of Governor Sarah Huckabee Sanders
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Geographic Access to Triple Negative Breast Cancer Clinical Trials: Are Trials Located Near Patients?
Examines how geographic proximity to clinical trials for triple-negative breast cancer varies by county-level characteristics using September 2024 ClinicalTrials.gov data. Includes comparisons by rurality, among other demographic and geographic characteristics.
Author(s): Laura Burns Amin, M. Kelsey Kirkwood, Laura A. Levit, et al.
Citation: Breast Cancer Research and Treatment, 219, 22
Date: 09/2026
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Examines how geographic proximity to clinical trials for triple-negative breast cancer varies by county-level characteristics using September 2024 ClinicalTrials.gov data. Includes comparisons by rurality, among other demographic and geographic characteristics.
Author(s): Laura Burns Amin, M. Kelsey Kirkwood, Laura A. Levit, et al.
Citation: Breast Cancer Research and Treatment, 219, 22
Date: 09/2026
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Physician Transitions out of Clinical Practice: Age, Sex, Generational, and Specialty Effects
Analyzes licensure data to identify demographic, specialty, and geographic associations with retirement or temporary exit from clinical practice among 74,271 North Carolina physicians between 2005 and 2024.
Author(s): Erin Fraher
Citation: Health Affairs Scholar, 4(10)
Date: 09/2026
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Analyzes licensure data to identify demographic, specialty, and geographic associations with retirement or temporary exit from clinical practice among 74,271 North Carolina physicians between 2005 and 2024.
Author(s): Erin Fraher
Citation: Health Affairs Scholar, 4(10)
Date: 09/2026
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Kentucky Rural Health Transformation Executed Contracts by Contract Start Date
Lists all awards and contracts executed as part of Kentucky's Rural Health Transformation Program (RHTP). Presents information on each award and contract including start and end dates, associated RHTP initiative, area development districts covered, contract amounts, and more.
Date: 09/2026
Sponsoring organization: Kentucky Cabinet for Health and Family Services
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Lists all awards and contracts executed as part of Kentucky's Rural Health Transformation Program (RHTP). Presents information on each award and contract including start and end dates, associated RHTP initiative, area development districts covered, contract amounts, and more.
Date: 09/2026
Sponsoring organization: Kentucky Cabinet for Health and Family Services
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Wisconsin State Opioid Response 4 Year Two: Statewide Annual Report
Provides information on the State Opioid Response 4 (SOR-4) grant awarded in 2024 and focused on expanding access to treatment and recovery services for opioid and stimulant use disorder in Wisconsin, supporting training of peer support services, increasing the number of providers offering medications for opioid use disorder (MOUD), and raising awareness related to OUD. Utilizes data from clients who completed the State Opioid Response 4 (SOR-4) GPRA Client Outcome Measures tool from 2025 to 2026 and reports on treatment needs, recovery, telehealth, and recovery housing. Compares client experiences in rural versus urban counties.
Date: 09/2026
Sponsoring organization: University of Wisconsin Population Health Institute
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Provides information on the State Opioid Response 4 (SOR-4) grant awarded in 2024 and focused on expanding access to treatment and recovery services for opioid and stimulant use disorder in Wisconsin, supporting training of peer support services, increasing the number of providers offering medications for opioid use disorder (MOUD), and raising awareness related to OUD. Utilizes data from clients who completed the State Opioid Response 4 (SOR-4) GPRA Client Outcome Measures tool from 2025 to 2026 and reports on treatment needs, recovery, telehealth, and recovery housing. Compares client experiences in rural versus urban counties.
Date: 09/2026
Sponsoring organization: University of Wisconsin Population Health Institute
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