Rural Health
Resources by Topic: Statistics and data
Mandatory Value-Based Payment Programs and Hospital Administrative Costs
Explores the association between hospital participation in mandatory value-based payment programs and hospital administrative costs. Analyzes Medicare cost report data from 2006 to 2020 to examine hospital administrative costs before and during implementation of four mandatory programs: the Hospital Value-Based Purchasing (HVBP) program, the Hospital Readmissions Reduction Program (HRRP), the Hospital-Acquired Condition Reduction Program (HACRP), and the Comprehensive Care for Joint Replacement (CJR) model. Compares data from participating hospitals to data from nonparticipating hospitals, including general acute care hospitals in Maryland that were paid under Maryland's all-payer model, Critical Access Hospitals, and long-term care hospitals.
Author(s): Zehui Zhou, Jason D. Buxbaum, Andrew M. Ryan
Citation: JAMA Health Forum, 7(8), e262503
Date: 08/2026
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Explores the association between hospital participation in mandatory value-based payment programs and hospital administrative costs. Analyzes Medicare cost report data from 2006 to 2020 to examine hospital administrative costs before and during implementation of four mandatory programs: the Hospital Value-Based Purchasing (HVBP) program, the Hospital Readmissions Reduction Program (HRRP), the Hospital-Acquired Condition Reduction Program (HACRP), and the Comprehensive Care for Joint Replacement (CJR) model. Compares data from participating hospitals to data from nonparticipating hospitals, including general acute care hospitals in Maryland that were paid under Maryland's all-payer model, Critical Access Hospitals, and long-term care hospitals.
Author(s): Zehui Zhou, Jason D. Buxbaum, Andrew M. Ryan
Citation: JAMA Health Forum, 7(8), e262503
Date: 08/2026
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Impact of School Rurality on Fruit and Vegetable Selection Differs by Sex and Eating Duration for Arizona Schools
Analyzes how fruit and vegetable selection, consumption, and waste vary by rurality, sex, and eating duration in Arizona schools. Uses data collected in Arizona elementary, middle, and high schools between 2017 and 2019.
Author(s): Mary Curnutte, Alaina L. Pearce, Marc Adams, Traci Grgich, Meg Bruening
Citation: Journal of Rural Health, 42(3), e70208
Date: 08/2026
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Analyzes how fruit and vegetable selection, consumption, and waste vary by rurality, sex, and eating duration in Arizona schools. Uses data collected in Arizona elementary, middle, and high schools between 2017 and 2019.
Author(s): Mary Curnutte, Alaina L. Pearce, Marc Adams, Traci Grgich, Meg Bruening
Citation: Journal of Rural Health, 42(3), e70208
Date: 08/2026
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The Appalachian Region: A Data Overview from the 2020-2024 American Community Survey Chartbook
Provides state- and county-level information on population, age, household characteristics, housing occupancy, education, labor force, employment, transportation, income, health insurance coverage, disability, and veteran status for the 13 Appalachian states. Features statistics with breakdowns by 5 levels of population density. Includes data explorer options for Appalachian categories such as population and age, education, income and poverty, computer and broadband access, rural Appalachia versus rural America, and employment and commuting.
Additional links: Full Report
Author(s): Sara Srygley, Nurfadila Khairunnisa, Diana Elliott
Date: 08/2026
Sponsoring organizations: Appalachian Regional Commission, Population Reference Bureau
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Provides state- and county-level information on population, age, household characteristics, housing occupancy, education, labor force, employment, transportation, income, health insurance coverage, disability, and veteran status for the 13 Appalachian states. Features statistics with breakdowns by 5 levels of population density. Includes data explorer options for Appalachian categories such as population and age, education, income and poverty, computer and broadband access, rural Appalachia versus rural America, and employment and commuting.
Additional links: Full Report
Author(s): Sara Srygley, Nurfadila Khairunnisa, Diana Elliott
Date: 08/2026
Sponsoring organizations: Appalachian Regional Commission, Population Reference Bureau
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Underground Power Lines in Pennsylvania
Reviews the structure of the electrical grid and the reliability of electric service in Pennsylvania. Discusses common causes of outages, financial and health impacts associated with outages, and the impact of severe weather on the electric grid. Mentions rural throughout.
Additional links: Summary
Author(s): Bryan W. DeWalt, Jae Wan Ahn, Karen Maynard, Richard Hoey, Wendy L. Baker
Date: 08/2026
Sponsoring organization: Joint State Government Commission, General Assembly of the Commonwealth of Pennsylvania
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Reviews the structure of the electrical grid and the reliability of electric service in Pennsylvania. Discusses common causes of outages, financial and health impacts associated with outages, and the impact of severe weather on the electric grid. Mentions rural throughout.
Additional links: Summary
Author(s): Bryan W. DeWalt, Jae Wan Ahn, Karen Maynard, Richard Hoey, Wendy L. Baker
Date: 08/2026
Sponsoring organization: Joint State Government Commission, General Assembly of the Commonwealth of Pennsylvania
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Spatial and Temporal Trends of Access to Birthing Hospitals in Illinois, 2016–2021
Explores changes in travel time to obstetric care between 2016 and 2021 in Illinois at the census tract level, using Illinois Department of Public Health and American Community Survey data. Provides data on access to care by rural or urban dwelling, among other demographic comparisons.
Author(s): Mechelle D. Claridy, Barbara Chebet Keino, Lauren M. Ramsey, et al.
Citation: Preventing Chronic Disease, 23
Date: 08/2026
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Explores changes in travel time to obstetric care between 2016 and 2021 in Illinois at the census tract level, using Illinois Department of Public Health and American Community Survey data. Provides data on access to care by rural or urban dwelling, among other demographic comparisons.
Author(s): Mechelle D. Claridy, Barbara Chebet Keino, Lauren M. Ramsey, et al.
Citation: Preventing Chronic Disease, 23
Date: 08/2026
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Delta Regional Authority - 25 Years of Impact, 2000-2025
Discusses the Delta Regional Authority's strategic investments, programming, and initiatives from 2000-2025. Focuses on critical and human infrastructure, public works, capacity building, workforce opportunities and health system improvements in rural areas, and more.
Date: 08/2026
Sponsoring organization: Delta Regional Authority
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Discusses the Delta Regional Authority's strategic investments, programming, and initiatives from 2000-2025. Focuses on critical and human infrastructure, public works, capacity building, workforce opportunities and health system improvements in rural areas, and more.
Date: 08/2026
Sponsoring organization: Delta Regional Authority
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Associations Between Socioeconomic Disadvantage and Rurality With New Diagnoses of Atrial Fibrillation
Examines how new diagnoses of atrial fibrillation vary by socioeconomic status and rurality, using 2021-2022 data of 369,619 patients at a Midwestern health system.
Author(s): Jonathan A. Handler, J. Rebecca Mills, Dale L. Smith, et al.
Citation: Journal of Health Care for the Poor and Underserved, 37(3), 1070-1088
Date: 08/2026
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Examines how new diagnoses of atrial fibrillation vary by socioeconomic status and rurality, using 2021-2022 data of 369,619 patients at a Midwestern health system.
Author(s): Jonathan A. Handler, J. Rebecca Mills, Dale L. Smith, et al.
Citation: Journal of Health Care for the Poor and Underserved, 37(3), 1070-1088
Date: 08/2026
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Effect of Vintage 2025 Population Controls on 2024 Income, Poverty, and Health Insurance in the United States Estimates
Offers data tables showing changes to 2024 income, poverty, and health insurance measures from the Current Population Survey Annual Social and Economic Supplement following updated methodology. Compares estimates using the 2024 and 2025 vintage. Includes comparison of metropolitan statistical areas and areas outside metropolitan statistical areas for income and poverty.
Author(s): Liana E. Fox, Eric Jensen
Date: 08/2026
Sponsoring organization: U.S. Census Bureau
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Offers data tables showing changes to 2024 income, poverty, and health insurance measures from the Current Population Survey Annual Social and Economic Supplement following updated methodology. Compares estimates using the 2024 and 2025 vintage. Includes comparison of metropolitan statistical areas and areas outside metropolitan statistical areas for income and poverty.
Author(s): Liana E. Fox, Eric Jensen
Date: 08/2026
Sponsoring organization: U.S. Census Bureau
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UCR Summary of Reported Crimes in the Nation, 2025
Reports data showing crime rates in 2025 for violent crime, property crime, and hate crimes. Includes analysis of crime trends over 20 years and law enforcement officers killed and assaulted. Includes comparisons of the crime rate change between 2024 and 2025 for metropolitan and nonmetropolitan counties, suburban areas, and city agencies by population size in tables 4 and 5.
Date: 08/2026
Sponsoring organization: U.S. Department of Justice
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Reports data showing crime rates in 2025 for violent crime, property crime, and hate crimes. Includes analysis of crime trends over 20 years and law enforcement officers killed and assaulted. Includes comparisons of the crime rate change between 2024 and 2025 for metropolitan and nonmetropolitan counties, suburban areas, and city agencies by population size in tables 4 and 5.
Date: 08/2026
Sponsoring organization: U.S. Department of Justice
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Mapping Rural–Urban Disparities in Otolaryngology Access: A Statewide Analysis of Georgia's ENT Workforce
Examines how the supply, distribution, and training characteristics of otolaryngologists in Georgia vary by rural or urban county using Centers for Medicare & Medicaid Services, Georgia Composite Medical Board, and American Academy of Otolaryngology-Head and Neck Surgery data. Includes data on rural and urban travel burden, subspecialty availability, and more.
Author(s): Shervin Eskandari, William E. Long, Benjamin Aderinwale, et al.
Citation: OTO Open, 10(3), e70286
Date: 08/2026
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Examines how the supply, distribution, and training characteristics of otolaryngologists in Georgia vary by rural or urban county using Centers for Medicare & Medicaid Services, Georgia Composite Medical Board, and American Academy of Otolaryngology-Head and Neck Surgery data. Includes data on rural and urban travel burden, subspecialty availability, and more.
Author(s): Shervin Eskandari, William E. Long, Benjamin Aderinwale, et al.
Citation: OTO Open, 10(3), e70286
Date: 08/2026
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