Rural Health
Resources by Topic: Statistics and data
Economic Factors Associated With County-Level Mental Health – United States, 2019
Explores the correlation between economic factors, such as household income, education, and supplemental income and nutritional support, and county-level mental health. Breaks down economic factors, such as employment, income and wealth, and expenses by rural and urban location.
Author(s): Michele L.F. Bolduc, Parya Saberi, Torsten B. Neilands, et al.
Citation: PLoS One, 20(6), e0300939
Date: 06/2025
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Explores the correlation between economic factors, such as household income, education, and supplemental income and nutritional support, and county-level mental health. Breaks down economic factors, such as employment, income and wealth, and expenses by rural and urban location.
Author(s): Michele L.F. Bolduc, Parya Saberi, Torsten B. Neilands, et al.
Citation: PLoS One, 20(6), e0300939
Date: 06/2025
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Closing the Food Access Gap in Rural Mississippi: Evaluation of the Grocery Online Ordering Distribution Service (GOODS) Program Using an Assets-Based Framework
Examines the impact of the Grocery Online Ordering Distribution Service (GOODS) food program on nutritious food access in rural Mississippi. Includes data on participant characteristics, eating and shopping habits, and food purchases. Discusses program framework, design, and feedback from staff and participants.
Author(s): Ivonne Quiroz, Katherine Tomaino Fraser, Sara Evans Miller, Kevin Coogan, Nevin Cohen
Citation: Journal of Agriculture, Food Systems, and Community Development, 14(3), 251-271
Date: 06/2025
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Examines the impact of the Grocery Online Ordering Distribution Service (GOODS) food program on nutritious food access in rural Mississippi. Includes data on participant characteristics, eating and shopping habits, and food purchases. Discusses program framework, design, and feedback from staff and participants.
Author(s): Ivonne Quiroz, Katherine Tomaino Fraser, Sara Evans Miller, Kevin Coogan, Nevin Cohen
Citation: Journal of Agriculture, Food Systems, and Community Development, 14(3), 251-271
Date: 06/2025
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Pharmacy Deserts in Rural Pennsylvania
Describes the landscape of pharmacies and pharmacists in Pennsylvania as of May 2025 and examines the projected impact of Rite Aid pharmacy closures. Features statistics on numbers of pharmacies and pharmacists, with breakdowns by urban and rural areas, and county-level maps showing areas within a 5-mile radius of all pharmacies and all non-Rite Aid pharmacies, with shadings showing urban and rural areas.
Date: 06/2025
Sponsoring organization: Center for Rural Pennsylvania
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Describes the landscape of pharmacies and pharmacists in Pennsylvania as of May 2025 and examines the projected impact of Rite Aid pharmacy closures. Features statistics on numbers of pharmacies and pharmacists, with breakdowns by urban and rural areas, and county-level maps showing areas within a 5-mile radius of all pharmacies and all non-Rite Aid pharmacies, with shadings showing urban and rural areas.
Date: 06/2025
Sponsoring organization: Center for Rural Pennsylvania
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Primary Care Practices' Choice of Implementation Strategy for Continuous Glucose Monitoring for Patients with Diabetes: A Multiple Methods Study Within a Larger Hybrid Type-3 Effectiveness-Implementation Study
Examines characteristics of primary care (PC) practices that utilize either a self-paced or virtual continuous glucose monitoring (CGM) implementation service. Provides feedback on CGM implementation from 76 PC practices in Colorado as well as characteristics of those practices. Compares metro versus nonmetro PC utilization of two CGM services: the self-paced American Academy of Family Physicians Transformation in Practice Series (TIPS) service or the virtual CGM initiation service (virCIS).
Author(s): Kimberly T. Wiggins, Tristen L. Hall, Bonnie Jortberg, et al.
Citation: BMC Primary Care, 26, 195
Date: 06/2025
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Examines characteristics of primary care (PC) practices that utilize either a self-paced or virtual continuous glucose monitoring (CGM) implementation service. Provides feedback on CGM implementation from 76 PC practices in Colorado as well as characteristics of those practices. Compares metro versus nonmetro PC utilization of two CGM services: the self-paced American Academy of Family Physicians Transformation in Practice Series (TIPS) service or the virtual CGM initiation service (virCIS).
Author(s): Kimberly T. Wiggins, Tristen L. Hall, Bonnie Jortberg, et al.
Citation: BMC Primary Care, 26, 195
Date: 06/2025
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Effects of Using Different Rural Measurements on Estimates of Hospitalizations for Depression and Substance Use
Explores how using different rural measurements can affect estimates of hospitalization rates for behavioral health conditions. Highlights how Rural-Urban Commuting Areas (RUCA) codes, Core-Based Statistical Areas (CBSA), Urban-Rural Category 4 (URCategory4), and Rural-Urban Continuum Codes (RUCC) affect hospitalization estimates. Discusses the consequences these difference can have on policy.
Author(s): Robin Danek, Justin Blackburn, Marion Greene, et al.
Citation: BMC Health Services Research, 25, 818
Date: 06/2025
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Explores how using different rural measurements can affect estimates of hospitalization rates for behavioral health conditions. Highlights how Rural-Urban Commuting Areas (RUCA) codes, Core-Based Statistical Areas (CBSA), Urban-Rural Category 4 (URCategory4), and Rural-Urban Continuum Codes (RUCC) affect hospitalization estimates. Discusses the consequences these difference can have on policy.
Author(s): Robin Danek, Justin Blackburn, Marion Greene, et al.
Citation: BMC Health Services Research, 25, 818
Date: 06/2025
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Payment Source Shift for Surgical Care Among Veterans Enrolled in Medicare Advantage Plans
Examines the likelihood of veterans enrolled in Medicare Advantage (MA) plans to shift payments for inpatient surgical care from MA to the Veterans Health Administration (VHA). Analyzes 54,754 inpatient surgeries of VHA enrollees to observe payment trends, with data broken down by demographics, insurance characteristics, region, and rurality.
Author(s): Winta T. Mehtsun, Yanlei Ma, Ellen Latsko, et al.
Citation: JAMA Health Forum, 6(6)
Date: 06/2025
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Examines the likelihood of veterans enrolled in Medicare Advantage (MA) plans to shift payments for inpatient surgical care from MA to the Veterans Health Administration (VHA). Analyzes 54,754 inpatient surgeries of VHA enrollees to observe payment trends, with data broken down by demographics, insurance characteristics, region, and rurality.
Author(s): Winta T. Mehtsun, Yanlei Ma, Ellen Latsko, et al.
Citation: JAMA Health Forum, 6(6)
Date: 06/2025
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LTSS Users by State, County, and Setting
Interactive dashboard presenting data on the number of Medicaid enrollees that use long-term services and supports (LTSS) at the national, state, and county-levels in 2022. Includes data on LTSS users, Medicaid Home- and Community-Based Services (HCBS) users, and institutional LTSS users by age, dual-enrollment status, and sex.
Date: 06/2025
Sponsoring organizations: ATI Advisory, The SCAN Foundation
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Interactive dashboard presenting data on the number of Medicaid enrollees that use long-term services and supports (LTSS) at the national, state, and county-levels in 2022. Includes data on LTSS users, Medicaid Home- and Community-Based Services (HCBS) users, and institutional LTSS users by age, dual-enrollment status, and sex.
Date: 06/2025
Sponsoring organizations: ATI Advisory, The SCAN Foundation
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Illinois County Cancer Statistics Review Incidence, 2018-2022
Provides cancer incidence rates from 2018-2022 for individual counties in Illinois, utilizing data from the Illinois Department of Public Health and Illinois State Cancer Registry. Includes data and statistics broken down by sex, race, ethnicity, and cancer site.
Author(s): Stephen Roy, Lori Koch
Date: 06/2025
Sponsoring organization: Illinois Department of Public Health
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Provides cancer incidence rates from 2018-2022 for individual counties in Illinois, utilizing data from the Illinois Department of Public Health and Illinois State Cancer Registry. Includes data and statistics broken down by sex, race, ethnicity, and cancer site.
Author(s): Stephen Roy, Lori Koch
Date: 06/2025
Sponsoring organization: Illinois Department of Public Health
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5 Key Facts About Medicaid Coverage for People Living in Rural Areas
Provides an overview of Medicaid coverage in rural areas. Includes rural versus urban comparisons of Medicaid coverage, enrollee age, enrollee diagnosed chronic conditions, state-by-state data of Medicaid enrollees by degree of rurality, and more.
Author(s): Rhiannon Euhus, Sammy Cervantes, Alice Burns, Robin Rudowitz
Date: 06/2025
Sponsoring organization: KFF
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Provides an overview of Medicaid coverage in rural areas. Includes rural versus urban comparisons of Medicaid coverage, enrollee age, enrollee diagnosed chronic conditions, state-by-state data of Medicaid enrollees by degree of rurality, and more.
Author(s): Rhiannon Euhus, Sammy Cervantes, Alice Burns, Robin Rudowitz
Date: 06/2025
Sponsoring organization: KFF
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Young Adult Perspectives on Deciding to Get Human Papillomavirus (HPV) Vaccination in Urban and Rural Communities: A Qualitative Research Study
Examines perspectives of young adults aged 18 to 21 on human papillomavirus (HPV) vaccination. Utilizes interview feedback from 56 young adults in rural Wisconsin and urban Minnesota about HPV vaccine decision-making, vaccine acceptance and hesitancy, concerns about the vaccine, trust in healthcare professionals, and more.
Author(s): Maria E. Sundaram, Ben Christianson, Oluwakemi D. Alonge, et al.
Citation: Human Vaccines & Immunotherapeutics, 21(1), 2508572
Date: 06/2025
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Examines perspectives of young adults aged 18 to 21 on human papillomavirus (HPV) vaccination. Utilizes interview feedback from 56 young adults in rural Wisconsin and urban Minnesota about HPV vaccine decision-making, vaccine acceptance and hesitancy, concerns about the vaccine, trust in healthcare professionals, and more.
Author(s): Maria E. Sundaram, Ben Christianson, Oluwakemi D. Alonge, et al.
Citation: Human Vaccines & Immunotherapeutics, 21(1), 2508572
Date: 06/2025
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