Rural Health
Resources by Topic: Statistics and data
The Impact of High Hospital Fixed-Cost Ratios on Rural Populations
Explores how rurality relates to hospital cost structures as categorized by Urban Influence Codes (UICs). Describes the characteristics of hospitals at different fixed-to-total-cost ratio levels, the demographics associated with hospitals at different ratio levels, and the share of nonmetropolitan hospitals that have Critical Access Hospital (CAH) or Low-Volume Hospital (LVH) designations. Discusses how findings could be used to refine hospital payment policies.
Author(s): Abigail Barker, Eliot Jost, Timothy McBride, Keith Mueller
Date: 06/2025
Sponsoring organization: RUPRI Center for Rural Health Policy Analysis
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Explores how rurality relates to hospital cost structures as categorized by Urban Influence Codes (UICs). Describes the characteristics of hospitals at different fixed-to-total-cost ratio levels, the demographics associated with hospitals at different ratio levels, and the share of nonmetropolitan hospitals that have Critical Access Hospital (CAH) or Low-Volume Hospital (LVH) designations. Discusses how findings could be used to refine hospital payment policies.
Author(s): Abigail Barker, Eliot Jost, Timothy McBride, Keith Mueller
Date: 06/2025
Sponsoring organization: RUPRI Center for Rural Health Policy Analysis
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MBQIP Quality Measures National Annual Report - 2023
Summarizes quality measure reporting rates and performance among Critical Access Hospitals (CAHs) in 2023. Presents data on the four Medicare Beneficiary Quality Improvement Project (MBQIP) domains: patient safety/inpatient, outpatient, patient engagement, and care transitions.
Author(s): Megan Lahr, Alyssa Furukawa, Madeleine Pick, Robert Barclay
Date: 06/2025
Sponsoring organization: Flex Monitoring Team
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Summarizes quality measure reporting rates and performance among Critical Access Hospitals (CAHs) in 2023. Presents data on the four Medicare Beneficiary Quality Improvement Project (MBQIP) domains: patient safety/inpatient, outpatient, patient engagement, and care transitions.
Author(s): Megan Lahr, Alyssa Furukawa, Madeleine Pick, Robert Barclay
Date: 06/2025
Sponsoring organization: Flex Monitoring Team
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Visit-to-Visit Blood Pressure Variability as a Risk Factor for All-Cause Mortality, Cardiovascular Mortality, and Major Adverse Cardiovascular Events Among American Indians: The Strong Heart Study
Examines the relationship of systolic blood pressure (SBPSD) and diastolic blood pressure (DBPSD) with all-cause mortality, cardiovascular mortality, and major adverse cardiovascular events (MACE) in tribal populations. Analyzes data from 3,352 participants in the Strong Heart Study and includes breakdowns according to demographic characteristics, medical history, and health outcomes.
Author(s): Richard R. Fabsitz, Jessica A. Reese, Jean Leidner, et al.
Citation: Preventing Chronic Disease, 22
Date: 06/2025
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Examines the relationship of systolic blood pressure (SBPSD) and diastolic blood pressure (DBPSD) with all-cause mortality, cardiovascular mortality, and major adverse cardiovascular events (MACE) in tribal populations. Analyzes data from 3,352 participants in the Strong Heart Study and includes breakdowns according to demographic characteristics, medical history, and health outcomes.
Author(s): Richard R. Fabsitz, Jessica A. Reese, Jean Leidner, et al.
Citation: Preventing Chronic Disease, 22
Date: 06/2025
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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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Assessing Temporal Changes in Spatially-Varying Disparities in Tobacco Retailer Density across Ohio
Examines how tobacco retailer density (TRD) across Ohio contributes to disparities in tobacco use. Utilizes 2017-2022 geocoded data on TBD, with breakdowns according to census tract sociodemographic characteristics and urban, suburban, or rural neighborhood type.
Author(s): Rui Qiang, Peter F. Craigmile, Wendy Hyde, Abby Shores, Megan E. Roberts
Citation: Ohio Journal of Public Health, 7(2)
Date: 06/2025
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Examines how tobacco retailer density (TRD) across Ohio contributes to disparities in tobacco use. Utilizes 2017-2022 geocoded data on TBD, with breakdowns according to census tract sociodemographic characteristics and urban, suburban, or rural neighborhood type.
Author(s): Rui Qiang, Peter F. Craigmile, Wendy Hyde, Abby Shores, Megan E. Roberts
Citation: Ohio Journal of Public Health, 7(2)
Date: 06/2025
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Rural-Suburban-Urban Differences in Caregiving in the Northeast U.S. Region
Analyzes characteristics of caregiving experiences in the Northeast according to rural, suburban, or urban geography. Focuses on percentage of people who have provided caregiving, as well as their income, weekly care expenses, use of social safety net programs, desire to participate in the workforce, and demographic profile.
Author(s): Elena Pojman, Florence Becot
Date: 06/2025
Sponsoring organizations: North Central Regional Center for Rural Development, Northeast Regional Center for Rural Development, PennState
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Analyzes characteristics of caregiving experiences in the Northeast according to rural, suburban, or urban geography. Focuses on percentage of people who have provided caregiving, as well as their income, weekly care expenses, use of social safety net programs, desire to participate in the workforce, and demographic profile.
Author(s): Elena Pojman, Florence Becot
Date: 06/2025
Sponsoring organizations: North Central Regional Center for Rural Development, Northeast Regional Center for Rural Development, PennState
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Fluoride Knowledge, Attitudes, and Behaviors: Adults in Rural Alabama
Highlights a study on rural adults knowledge, attitudes, and behaviors regarding fluoride use in water and toothpaste as method of cavity prevention. Bases findings on a survey of 291 adults in Green Hill, Alabama.
Author(s): Alex Harper, Steven M. Levy, Wei Shi
Citation: Journal of Primary Care and Community Health, 16
Date: 06/2025
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Highlights a study on rural adults knowledge, attitudes, and behaviors regarding fluoride use in water and toothpaste as method of cavity prevention. Bases findings on a survey of 291 adults in Green Hill, Alabama.
Author(s): Alex Harper, Steven M. Levy, Wei Shi
Citation: Journal of Primary Care and Community Health, 16
Date: 06/2025
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Wireless Substitution: Early Release of Estimates from the National Health Interview Survey, July-December 2024
Provides data on households that rely on wireless telephones rather than landlines. Includes data on the percent of adults who live in wireless-only households and have their own wireless telephone, as well as data on phoneless adults. Provides data for nonmetropolitan compared to metropolitan areas. Discusses the need for surveys to include adequate representation of wireless-only households and households with landlines.
Author(s): Stephen J. Blumberg, Julian V. Luke
Date: 06/2025
Sponsoring organization: National Center for Health Statistics
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Provides data on households that rely on wireless telephones rather than landlines. Includes data on the percent of adults who live in wireless-only households and have their own wireless telephone, as well as data on phoneless adults. Provides data for nonmetropolitan compared to metropolitan areas. Discusses the need for surveys to include adequate representation of wireless-only households and households with landlines.
Author(s): Stephen J. Blumberg, Julian V. Luke
Date: 06/2025
Sponsoring organization: National Center for Health Statistics
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Social Determinants of Health and Rehabilitation Service Areas: An Urban and Rural Mediation Analysis
Analyzes associations between social determinants of health (SDOH) and community discharge rate disparities in rural and urban communities, utilizing AHRQ Social Determinants of Health Database data alongside other ZCTA-level datasets. Identifies key factors for addressing disparities in post-acute rehabilitation services.
Author(s): Sanghun Nam, Susanne Schmidt, Julianna M. Dean, Alex F. Bokov, Timothy A. Reistetter
Citation: Frontiers in Public Health, 13, 1562610
Date: 06/2025
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Analyzes associations between social determinants of health (SDOH) and community discharge rate disparities in rural and urban communities, utilizing AHRQ Social Determinants of Health Database data alongside other ZCTA-level datasets. Identifies key factors for addressing disparities in post-acute rehabilitation services.
Author(s): Sanghun Nam, Susanne Schmidt, Julianna M. Dean, Alex F. Bokov, Timothy A. Reistetter
Citation: Frontiers in Public Health, 13, 1562610
Date: 06/2025
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Interventions to Increase Colorectal Cancer Screening Uptake in Rural Settings: A Scoping Review
Scoping review examining 36 studies on interventions to increase colorectal cancer (CRC) screening uptake in rural communities. Highlights approaches and strategies of effective interventions and discusses the need for continued research on tailored interventions for underserved communities.
Author(s): Christine M. Kava, Judith Lee Smith, Emily K. Kobernik, et al.
Citation: Preventing Chronic Disease, 22, 250025
Date: 06/2025
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Scoping review examining 36 studies on interventions to increase colorectal cancer (CRC) screening uptake in rural communities. Highlights approaches and strategies of effective interventions and discusses the need for continued research on tailored interventions for underserved communities.
Author(s): Christine M. Kava, Judith Lee Smith, Emily K. Kobernik, et al.
Citation: Preventing Chronic Disease, 22, 250025
Date: 06/2025
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