Rural Health
Resources by Topic: Statistics and data
American Clusters: Using Machine Learning to Understand Health and Health Care Disparities in the United States
Demonstrates the strengths and weaknesses of using machine learning (ML) to identify social determinants of health, healthcare access, healthcare infrastructure, and geography factors contributing to health inequalities. Discusses use of ML in policy, with different levels of geography, and in future research.
Author(s): Diane M. Bowser, Kaili Maurico, Brielle A. Ruscitti, William H. Crown
Citation: Health Affairs Scholar, 2(3)
Date: 03/2024
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Demonstrates the strengths and weaknesses of using machine learning (ML) to identify social determinants of health, healthcare access, healthcare infrastructure, and geography factors contributing to health inequalities. Discusses use of ML in policy, with different levels of geography, and in future research.
Author(s): Diane M. Bowser, Kaili Maurico, Brielle A. Ruscitti, William H. Crown
Citation: Health Affairs Scholar, 2(3)
Date: 03/2024
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2024 County Health Rankings National Findings Report
Analyzes county-level health and wellness data, focusing on issues such as public investment and health equity. Includes information on access to broadband, information, civic infrastructure and services, and more. Provides U.S. map of county-level life expectancy (LE) and discusses the relationship of LE to civic health.
Date: 03/2024
Sponsoring organization: County Health Rankings & Roadmaps
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Analyzes county-level health and wellness data, focusing on issues such as public investment and health equity. Includes information on access to broadband, information, civic infrastructure and services, and more. Provides U.S. map of county-level life expectancy (LE) and discusses the relationship of LE to civic health.
Date: 03/2024
Sponsoring organization: County Health Rankings & Roadmaps
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Ohio Health Policy Brief: Connections Between Water Quality and Health
Examines water quality in Ohio, the health impacts of polluted water, and water policy to address potential harm. Provides data on harmful algal bloom, percent of households without complete plumbing facilities by county type, per capita H2Ohio funding for lead service line replacements by county type, and counties with drinking water violations. Includes discussion about environmental health disparities in disadvantaged populations, such as Appalachian and rural.
Author(s): Lexi Chirakos, Robin Blair-Ackison, Tonni Oberly, Jacob Santiago, Anna Sheeran
Date: 03/2024
Sponsoring organization: Health Policy Institute of Ohio
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Examines water quality in Ohio, the health impacts of polluted water, and water policy to address potential harm. Provides data on harmful algal bloom, percent of households without complete plumbing facilities by county type, per capita H2Ohio funding for lead service line replacements by county type, and counties with drinking water violations. Includes discussion about environmental health disparities in disadvantaged populations, such as Appalachian and rural.
Author(s): Lexi Chirakos, Robin Blair-Ackison, Tonni Oberly, Jacob Santiago, Anna Sheeran
Date: 03/2024
Sponsoring organization: Health Policy Institute of Ohio
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Partnerships to Address Social Needs Across Metropolitan and Non-Metropolitan Prospective Payment System Hospitals and Critical Access Hospitals
Explores the extent to which hospitals partner with community organizations to address population and/or community health needs. Analyzes data from the 2021 American Hospital Association Social Determinants of Health (SDOH) Supplement to describe the number and types of hospital partnerships with community-based organizations. Compares results by hospital type - metropolitan prospective payment system (PPS), Critical Access Hospital (CAH), and non-metropolitan PPS - and by U.S. Census region, ownership status, and accountable care organization (ACO) participation.
Author(s): Whitney E. Zahnd, Khyathi Gadag, Kristin D. Wilson, Keith J. Mueller
Date: 03/2024
Sponsoring organization: RUPRI Center for Rural Health Policy Analysis
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Explores the extent to which hospitals partner with community organizations to address population and/or community health needs. Analyzes data from the 2021 American Hospital Association Social Determinants of Health (SDOH) Supplement to describe the number and types of hospital partnerships with community-based organizations. Compares results by hospital type - metropolitan prospective payment system (PPS), Critical Access Hospital (CAH), and non-metropolitan PPS - and by U.S. Census region, ownership status, and accountable care organization (ACO) participation.
Author(s): Whitney E. Zahnd, Khyathi Gadag, Kristin D. Wilson, Keith J. Mueller
Date: 03/2024
Sponsoring organization: RUPRI Center for Rural Health Policy Analysis
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Use of the Area Deprivation Index and Rural Applications in the Peer-Reviewed Literature
Brief discusses the use of the Area Deprivation Index (ADI) in peer-reviewed literature and interrogates how deprivation is defined and how the ADI is related to rurality. Defines ADI based on a literature review and explores the co-usage of ADI and rural in the literature. Recommends future research topics related to ADI and rurality.
Author(s): Casey P. Balio, Nicole Galler, Stephanie M. Mathis, et al.
Date: 03/2024
Sponsoring organization: ETSU/NORC Rural Health Research Center
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Brief discusses the use of the Area Deprivation Index (ADI) in peer-reviewed literature and interrogates how deprivation is defined and how the ADI is related to rurality. Defines ADI based on a literature review and explores the co-usage of ADI and rural in the literature. Recommends future research topics related to ADI and rurality.
Author(s): Casey P. Balio, Nicole Galler, Stephanie M. Mathis, et al.
Date: 03/2024
Sponsoring organization: ETSU/NORC Rural Health Research Center
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Evaluation of the USDA Summer EBT Demonstrations: Lessons Learned From More Than a Decade of Research
Reports results of the Summer EBT (Electronic Benefits Transfer) demonstration project, 2015-2018 and 2019-2022. Describes Summer EBT use patterns, nutritional value, and effect on childhood food insecurity. Identifies strategies for better program planning, implementation, and administration. Discusses program operation and challenges in tribal organizations and rural communities.
Additional links: 2015-2018 Evaluation, 2019-2022 Evaluation, Summary
Author(s): René Nutter, Ayesha Enver, Maria Boyle, et al.
Date: 03/2024
Sponsoring organization: USDA Food and Nutrition Administration
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Reports results of the Summer EBT (Electronic Benefits Transfer) demonstration project, 2015-2018 and 2019-2022. Describes Summer EBT use patterns, nutritional value, and effect on childhood food insecurity. Identifies strategies for better program planning, implementation, and administration. Discusses program operation and challenges in tribal organizations and rural communities.
Additional links: 2015-2018 Evaluation, 2019-2022 Evaluation, Summary
Author(s): René Nutter, Ayesha Enver, Maria Boyle, et al.
Date: 03/2024
Sponsoring organization: USDA Food and Nutrition Administration
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Cost of Living in Iowa 2024
Provides information and interactive data on livable wages in Iowa by county and family type. Includes county data tables regarding expenses for rent/housing, childcare, groceries, healthcare, transportation, and more.
Additional links: Full Report
Author(s): Sean Finn, Samantha Tamborski
Date: 03/2024
Sponsoring organization: Common Good Iowa
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Provides information and interactive data on livable wages in Iowa by county and family type. Includes county data tables regarding expenses for rent/housing, childcare, groceries, healthcare, transportation, and more.
Additional links: Full Report
Author(s): Sean Finn, Samantha Tamborski
Date: 03/2024
Sponsoring organization: Common Good Iowa
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Ready or Not 2024: Protecting the Public's Health from Diseases, Disasters, and Bioterrorism
Report explores the readiness of state public health systems to respond to emergencies, such as diseases, disasters, and bioterrorism. Focuses on measures such as hospital safety scores, vaccination rates, and water system maintenance, among others. Includes rural considerations throughout.
Author(s): Matt McKillop, Rhea K. Farberman, Dara Alpert Lieberman
Date: 03/2024
Sponsoring organization: Trust for America's Health
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Report explores the readiness of state public health systems to respond to emergencies, such as diseases, disasters, and bioterrorism. Focuses on measures such as hospital safety scores, vaccination rates, and water system maintenance, among others. Includes rural considerations throughout.
Author(s): Matt McKillop, Rhea K. Farberman, Dara Alpert Lieberman
Date: 03/2024
Sponsoring organization: Trust for America's Health
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Spatial and Temporal Analysis of HIV Clinical Outcomes in Florida Reveals Counties with Persistent Racial and Ethnic Disparities During 2012-2019
Analyzes health and treatment disparities among White, Hispanic, and Black people with HIV in Florida, covering viral suppression and immune reconstitution, impact of social and ecological factors, geographic variation, and changes over time. Utilizes 2012-2019 Florida Department of Health Ryan White program enrollee data. See Supplemental Table 1 for county-by-county data on risk of non-suppression among Black versus Non-Black people with HIV.
Author(s): Shannan N. Rich, Yiyang Liu, Rebecca Fisk-Hoffman, et al.
Citation: BMC Public Health, 749
Date: 03/2024
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Analyzes health and treatment disparities among White, Hispanic, and Black people with HIV in Florida, covering viral suppression and immune reconstitution, impact of social and ecological factors, geographic variation, and changes over time. Utilizes 2012-2019 Florida Department of Health Ryan White program enrollee data. See Supplemental Table 1 for county-by-county data on risk of non-suppression among Black versus Non-Black people with HIV.
Author(s): Shannan N. Rich, Yiyang Liu, Rebecca Fisk-Hoffman, et al.
Citation: BMC Public Health, 749
Date: 03/2024
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Report to Congress on Medicaid and CHIP, March 2024
Reports on three aspects of Medicaid of interest to Congress: 1) improving the Medicaid beneficiary experience through Medical Care Advisory Committees (MCACs) and federal government actions to aid states, 2) increasing the transparency and improving the monitoring of the denials and appeals process in Medicaid managed care, and 3) reviewing hospital payment policy for the nation's safety-net hospitals. Chapter 3 examines the relationship between disproportionate share hospital (DSH) allotments to states and the number of uninsured individuals, the amounts and sources of hospitals' uncompensated care costs, and the number of hospitals with high levels of uncompensated care that also provide essential community services. Table 3-1 details DSH spending for urban and rural hospitals and for Critical Access Hospitals.
Date: 03/2024
Sponsoring organization: Medicaid and CHIP Payment and Access Commission
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Reports on three aspects of Medicaid of interest to Congress: 1) improving the Medicaid beneficiary experience through Medical Care Advisory Committees (MCACs) and federal government actions to aid states, 2) increasing the transparency and improving the monitoring of the denials and appeals process in Medicaid managed care, and 3) reviewing hospital payment policy for the nation's safety-net hospitals. Chapter 3 examines the relationship between disproportionate share hospital (DSH) allotments to states and the number of uninsured individuals, the amounts and sources of hospitals' uncompensated care costs, and the number of hospitals with high levels of uncompensated care that also provide essential community services. Table 3-1 details DSH spending for urban and rural hospitals and for Critical Access Hospitals.
Date: 03/2024
Sponsoring organization: Medicaid and CHIP Payment and Access Commission
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