Rural Health
Resources by Topic: Statistics and data
Leveraging the Rural-Urban Commuting Area Tool to Address Geographic Disparities in Cancer Care: A Dual-Application Framework for Institutional and National Initiatives
Details an open-access Rural-Urban Community Area (RUCA) tool to standardize patients' geographic coding in cancer disparities research by integrating RUCA codes with census tract and electronic health record system data. Provides data on the tool's application, utilizing 2023 cancer registry data provided by Wake Forest Cancer Center in North Carolina.
Author(s): Meredith C.B. Adams, Cody L. Hudson, Matthew L. Perkins, Robert W. Hurley, Umit Topaloglu
Citation: JCO Clinical Cancer Informatics, 9, e2500122
Date: 11/2025
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Details an open-access Rural-Urban Community Area (RUCA) tool to standardize patients' geographic coding in cancer disparities research by integrating RUCA codes with census tract and electronic health record system data. Provides data on the tool's application, utilizing 2023 cancer registry data provided by Wake Forest Cancer Center in North Carolina.
Author(s): Meredith C.B. Adams, Cody L. Hudson, Matthew L. Perkins, Robert W. Hurley, Umit Topaloglu
Citation: JCO Clinical Cancer Informatics, 9, e2500122
Date: 11/2025
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Oregon Rural Primary Care Workforce
Offers maps and tables of the primary care workforce distribution in Oregon 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 Oregon 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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Oregon Rural Behavioral Health Workforce
Offers maps and tables of the supply and distribution of behavioral health clinicians in Oregon 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 Oregon 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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Inpatient Utilization of Therapeutic Plasma Exchange in the United States: 2016-2021
Examines demographic and clinical variables associated with utilization of therapeutic plasma exchange (TPE) in the U.S. from 2016 to 2021. Utilizes national inpatient sample (NIS) data to analyze TPE utilization according to patient demographics, insurance type, discharge outcomes, clinical conditions, and hospital type, costs, region, bed size, and rurality.
Author(s): Jianling Tao, Sijie Zheng, Lusilda Agolli, et al.
Citation: Kidney Medicine, 7(11), 101105
Date: 11/2025
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Examines demographic and clinical variables associated with utilization of therapeutic plasma exchange (TPE) in the U.S. from 2016 to 2021. Utilizes national inpatient sample (NIS) data to analyze TPE utilization according to patient demographics, insurance type, discharge outcomes, clinical conditions, and hospital type, costs, region, bed size, and rurality.
Author(s): Jianling Tao, Sijie Zheng, Lusilda Agolli, et al.
Citation: Kidney Medicine, 7(11), 101105
Date: 11/2025
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Referrals and Utilization of Diabetes Self-Management Education and Support (DSMES) among Patients with Type 1 and Type 2 Diabetes at a Regional Medical Center in Kentucky
Analyzes demographic and clinical factors associated with diabetes self-management education and support (DSMES) among patients. Utilizes electronic health records of 10,587 diabetes patients receiving care at a regional medical center in Kentucky to examine DSMES attendance and referrals according to patient demographics, insurance type, clinical variables, and rural versus urban location.
Author(s): Omer Atac, George C. Bryant, William B. Burrows, et al.
Citation: BMC Public Health, 25, 3880
Date: 11/2025
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Analyzes demographic and clinical factors associated with diabetes self-management education and support (DSMES) among patients. Utilizes electronic health records of 10,587 diabetes patients receiving care at a regional medical center in Kentucky to examine DSMES attendance and referrals according to patient demographics, insurance type, clinical variables, and rural versus urban location.
Author(s): Omer Atac, George C. Bryant, William B. Burrows, et al.
Citation: BMC Public Health, 25, 3880
Date: 11/2025
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Tracking State Releases of Rural Health Transformation Program Applications
Presents an interactive map identifying state announcements and release of their Rural Health Transformation Program application materials or summaries.
Author(s): Rebecca Lopez, Jamila McLean, Heather Howard
Date: 11/2025
Sponsoring organization: State Health & Value Strategies
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Presents an interactive map identifying state announcements and release of their Rural Health Transformation Program application materials or summaries.
Author(s): Rebecca Lopez, Jamila McLean, Heather Howard
Date: 11/2025
Sponsoring organization: State Health & Value Strategies
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Kentucky Rural Obstetrical Workforce
Offers maps and tables of the obstetricians and advanced practice midwives workforce distribution in Kentucky 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 Kentucky 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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Ohio Rural Obstetrical Workforce
Offers maps and tables of the obstetricians and advanced practice midwives workforce distribution in Ohio 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 Ohio 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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Kentucky Rural Primary Care Workforce
Offers maps and tables of the primary care workforce distribution in Kentucky 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 Kentucky 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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Ohio Rural Primary Care Workforce
Offers maps and tables of the primary care workforce distribution in Ohio 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 Ohio 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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