Rural Health
Resources by Topic: County-by-county data
Estimating County-Level Dental Care Utilization among Adults in California Using Multilevel Modeling with Raking Approach
Analyzes the accuracy and suitability of a small area estimation method combining multilevel modeling and raking for estimating county-level dental care utilization for adults in California, utilizing 2018 Behavioral Risk Factor Surveillance System and American Community Survey data. Highlights the value of small area estimation methods for geographic areas with small sample sizes.
Author(s): Yilan Huang, Honghu Liu
Citation: Archives of Public Health, 83, 183
Date: 07/2025
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Analyzes the accuracy and suitability of a small area estimation method combining multilevel modeling and raking for estimating county-level dental care utilization for adults in California, utilizing 2018 Behavioral Risk Factor Surveillance System and American Community Survey data. Highlights the value of small area estimation methods for geographic areas with small sample sizes.
Author(s): Yilan Huang, Honghu Liu
Citation: Archives of Public Health, 83, 183
Date: 07/2025
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Policy Brief: Factors Contributing to Child And Youth Mental Health Struggles
Provides information on youth mental health in Ohio. Focuses on variables that impact mental health, such as smart phones and social media, housing instability, and involvement in child welfare services. Includes county-level map showing percentage of Ohio students who are homeless.
Author(s): Becky Carroll, June Postalakis
Date: 07/2025
Sponsoring organization: Health Policy Institute of Ohio
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Provides information on youth mental health in Ohio. Focuses on variables that impact mental health, such as smart phones and social media, housing instability, and involvement in child welfare services. Includes county-level map showing percentage of Ohio students who are homeless.
Author(s): Becky Carroll, June Postalakis
Date: 07/2025
Sponsoring organization: Health Policy Institute of Ohio
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Most Medicare Advantage Markets are Dominated by One or Two Insurers
Examines the competitiveness of Medicare Advantage (MA) markets at the county level. Explores how often one or two Medicare Advantage insurers enrolled at least half of all enrollees within a county. Compares data on the share of counties in very concentrated MA markets across urban, rural adjacent, and rural non-adjacent counties.
Author(s): Nicole Zhu, Jeannie Fuglesten Biniek, Nolan Sroczynski, Tricia Neuman
Date: 07/2025
Sponsoring organization: KFF
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Examines the competitiveness of Medicare Advantage (MA) markets at the county level. Explores how often one or two Medicare Advantage insurers enrolled at least half of all enrollees within a county. Compares data on the share of counties in very concentrated MA markets across urban, rural adjacent, and rural non-adjacent counties.
Author(s): Nicole Zhu, Jeannie Fuglesten Biniek, Nolan Sroczynski, Tricia Neuman
Date: 07/2025
Sponsoring organization: KFF
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2025 County-Level Health Insurance Marketplace Enrollment in Kansas
Provides information on health insurance marketplace enrollment in Kansas from November 1, 2024 to January 15, 2025. Includes health insurance enrollment data by congressional district, county, and ZIP code, as well as county-level data on standalone dental plan enrollment.
Additional links: 2025 Health Insurance Marketplace Enrollment by Congressional District, 2025 Health Insurance Marketplace Enrollment by County, 2025 Health Insurance Marketplace Enrollment by Zip Code, 2025 Health Insurance Marketplace Standalone Dental Plan Enrollment by County
Author(s): Viktoria Sterkhova, Kaci Cink, Cynthia Snyder
Date: 07/2025
Sponsoring organization: Kansas Health Institute
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Provides information on health insurance marketplace enrollment in Kansas from November 1, 2024 to January 15, 2025. Includes health insurance enrollment data by congressional district, county, and ZIP code, as well as county-level data on standalone dental plan enrollment.
Additional links: 2025 Health Insurance Marketplace Enrollment by Congressional District, 2025 Health Insurance Marketplace Enrollment by County, 2025 Health Insurance Marketplace Enrollment by Zip Code, 2025 Health Insurance Marketplace Standalone Dental Plan Enrollment by County
Author(s): Viktoria Sterkhova, Kaci Cink, Cynthia Snyder
Date: 07/2025
Sponsoring organization: Kansas Health Institute
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Access to OB-GYNs: Evaluating Workforce Supply and ACA Marketplace Networks
Examines the workforce supply of OB-GYNs employed in the United States and part of insurance marketplace networks. Provides interactive county-level data on number of practicing OB-GYNs per 100,000 women aged 15-64. Presents the share of counties with no OB-GYNs and the share of women living in them according to rural, small metro, or urban county classification.
Author(s): Michelle Long, Matthew Rae, Aubrey Winger, and Kaye Pestaina
Date: 07/2025
Sponsoring organization: KFF
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Examines the workforce supply of OB-GYNs employed in the United States and part of insurance marketplace networks. Provides interactive county-level data on number of practicing OB-GYNs per 100,000 women aged 15-64. Presents the share of counties with no OB-GYNs and the share of women living in them according to rural, small metro, or urban county classification.
Author(s): Michelle Long, Matthew Rae, Aubrey Winger, and Kaye Pestaina
Date: 07/2025
Sponsoring organization: KFF
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Kansas State Board of Nursing Fiscal Year 2024 Annual Report
Provides information on Kansas nurse licensing, education programs, continuing education, legal issues, and more. Includes data on licensing by county.
Date: 06/2025
Sponsoring organization: Kansas State Board of Nursing
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Provides information on Kansas nurse licensing, education programs, continuing education, legal issues, and more. Includes data on licensing by county.
Date: 06/2025
Sponsoring organization: Kansas State Board of Nursing
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Wyoming Rural Behavioral Health Workforce
Offers maps and tables of the supply and distribution of behavioral health clinicians in Wyoming 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: 06/2025
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 Wyoming 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: 06/2025
Sponsoring organization: WWAMI Rural Health Research Center
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Utah Rural Behavioral Health Workforce
Offers maps and tables of the supply and distribution of behavioral health clinicians in Utah 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: 06/2025
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 Utah 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: 06/2025
Sponsoring organization: WWAMI Rural Health Research Center
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Tennessee Rural Behavioral Health Workforce
Offers maps and tables of the supply and distribution of behavioral health clinicians in Tennessee 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: 06/2025
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 Tennessee 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: 06/2025
Sponsoring organization: WWAMI Rural Health Research Center
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New Mexico Rural Behavioral Health Workforce
Offers maps and tables of the supply and distribution of behavioral health clinicians in New Mexico 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: 06/2025
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 New Mexico 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: 06/2025
Sponsoring organization: WWAMI Rural Health Research Center
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