Rural Health
Resources by Topic: Statistics and data
Midwesterners' Beliefs about Genetic Testing: Variability Across Ethnic Groups and Metro Vs. Nonmetro Residents
Examines perceptions about genetic testing among Midwesterners. Provides metro versus nonmetro types of and reasons for genetic testing. Includes demographic breakdowns about beliefs surrounding genetic testing confidentiality and ethics.
Author(s): Adee Athiyaman
Date: 07/2025
Sponsoring organization: Illinois Institute for Rural Affairs
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Examines perceptions about genetic testing among Midwesterners. Provides metro versus nonmetro types of and reasons for genetic testing. Includes demographic breakdowns about beliefs surrounding genetic testing confidentiality and ethics.
Author(s): Adee Athiyaman
Date: 07/2025
Sponsoring organization: Illinois Institute for Rural Affairs
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Appalachian Diseases of Despair: Final Report
Analyzes the impact of diseases of despair on mortality within Appalachia, focusing on mortality from alcohol, prescription drug, and illegal drug overdose; suicide; and alcoholic liver disease/cirrhosis of the liver. Includes data through 2023, with demographics and breakdowns by subregion, county economic status, and levels of rurality.
Date: 07/2025
Sponsoring organizations: Appalachian Regional Commission, East Tennessee State University Center for Rural Health Research, NORC Walsh Center for Rural Health Analysis
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Analyzes the impact of diseases of despair on mortality within Appalachia, focusing on mortality from alcohol, prescription drug, and illegal drug overdose; suicide; and alcoholic liver disease/cirrhosis of the liver. Includes data through 2023, with demographics and breakdowns by subregion, county economic status, and levels of rurality.
Date: 07/2025
Sponsoring organizations: Appalachian Regional Commission, East Tennessee State University Center for Rural Health Research, NORC Walsh Center for Rural Health Analysis
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Illinoisans' Perceptions about Physicians' Pay
Examines perceptions of health worker pay and payments to healthcare businesses in metro versus nonmetro Illinois populations.
Author(s): Adee Athiyaman
Date: 07/2025
Sponsoring organization: Illinois Institute for Rural Affairs
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Examines perceptions of health worker pay and payments to healthcare businesses in metro versus nonmetro Illinois populations.
Author(s): Adee Athiyaman
Date: 07/2025
Sponsoring organization: Illinois Institute for Rural Affairs
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Machine Learning to Evaluate the Effects of Non-Clinical Social Determinant Features in Predicting Colorectal Cancer Mortality in a Medically Underserved Appalachian Population
Examines colorectal cancer (CRC) survival rates in rural Appalachia and the related impact of demographic, clinical, and social determinant of health (SDOH) factors. Utilizes machine learning (ML) models to analyze data from Appalachian cancer centers and examines what factors contribute most to CRC survival in Appalachia. Discusses the impact of including SDOH in ML prediction models and implications for further CRC research.
Author(s): Aisha Montgomery, Ravi Vadapalli, Frank A. Dinenno, et al.
Citation: Scientific Reports, 15, 25781
Date: 07/2025
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Examines colorectal cancer (CRC) survival rates in rural Appalachia and the related impact of demographic, clinical, and social determinant of health (SDOH) factors. Utilizes machine learning (ML) models to analyze data from Appalachian cancer centers and examines what factors contribute most to CRC survival in Appalachia. Discusses the impact of including SDOH in ML prediction models and implications for further CRC research.
Author(s): Aisha Montgomery, Ravi Vadapalli, Frank A. Dinenno, et al.
Citation: Scientific Reports, 15, 25781
Date: 07/2025
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Obstetric Care Access Declined in Rural and Urban Hospitals Across US States, 2010–22
Examines the number and proportion of hospitals located in rural and urban counties in each state that lost hospital-based obstetric services between 2010 and 2022. Describes the proportion of hospitals without obstetric services for any reason by 2022.
Author(s): Katy Backes Kozhimannil, Julia D. Interrante, Caitlin Carroll, et al.
Citation: Health Affairs, 44(7), 806-811
Date: 07/2025
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Examines the number and proportion of hospitals located in rural and urban counties in each state that lost hospital-based obstetric services between 2010 and 2022. Describes the proportion of hospitals without obstetric services for any reason by 2022.
Author(s): Katy Backes Kozhimannil, Julia D. Interrante, Caitlin Carroll, et al.
Citation: Health Affairs, 44(7), 806-811
Date: 07/2025
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Implementing a Tribally Engaged Lung Cancer Screening Pilot Program in Rural Oklahoma
Presents a study on the efficacy of a lung cancer screening program within a tribally operated health system in the Choctaw Nation of Oklahoma. Bases findings on pre- and post-intervention surveys. Makes recommendation for program expansion and highlights key barriers and facilitators to implementation.
Author(s): Zsolt Nagykaldi, Mark Doescher, Dorothy A. Rhoades, et al.
Citation: Cancer Prevention Research, 18(7), 423-430
Date: 07/2025
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Presents a study on the efficacy of a lung cancer screening program within a tribally operated health system in the Choctaw Nation of Oklahoma. Bases findings on pre- and post-intervention surveys. Makes recommendation for program expansion and highlights key barriers and facilitators to implementation.
Author(s): Zsolt Nagykaldi, Mark Doescher, Dorothy A. Rhoades, et al.
Citation: Cancer Prevention Research, 18(7), 423-430
Date: 07/2025
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The Uncertain Future of Medicare's Stand-Alone Prescription Drug Plan Market and Why It Matters
Discusses the Medicare Part D stand-alone prescription drug plan (PDP) market and the Part D premium stabilization demonstration. Describes the impact of PDP market stability on rural Medicare beneficiaries. Explores the potential effects of the continuation of, or changes to, the premium stabilization program.
Author(s): Juliette Cubanski, Tricia Neuman
Date: 07/2025
Sponsoring organization: KFF
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Discusses the Medicare Part D stand-alone prescription drug plan (PDP) market and the Part D premium stabilization demonstration. Describes the impact of PDP market stability on rural Medicare beneficiaries. Explores the potential effects of the continuation of, or changes to, the premium stabilization program.
Author(s): Juliette Cubanski, Tricia Neuman
Date: 07/2025
Sponsoring organization: KFF
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Partners in Progress: Pursuing Medical-Dental Integration in Ohio
Report explores dental health integration into primary care in Ohio and a way to expand oral healthcare access in the state. Discusses access issues in rural area, shortage areas, among Medicaid recipients, and details how integration can help close the gap.
Date: 07/2025
Sponsoring organization: CareQuest Institute for Oral Health
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Report explores dental health integration into primary care in Ohio and a way to expand oral healthcare access in the state. Discusses access issues in rural area, shortage areas, among Medicaid recipients, and details how integration can help close the gap.
Date: 07/2025
Sponsoring organization: CareQuest Institute for Oral Health
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2024 Forces of Change Survey
Presents results from a 2024 survey of 667 local health departments (LHDs). Provides data on LHD staffing and budgets, governance, fellowship and training programs, public health nursing, evaluation capacity, and harm reduction activities. Includes data comparisons between rural and urban LHDs, and LHDs serving small, medium, and large populations.
Author(s): Krishna Patel, Gwen Davis, Kellie Perkins, Timothy C. McCall
Date: 07/2025
Sponsoring organization: National Association of County and City Health Officials
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Presents results from a 2024 survey of 667 local health departments (LHDs). Provides data on LHD staffing and budgets, governance, fellowship and training programs, public health nursing, evaluation capacity, and harm reduction activities. Includes data comparisons between rural and urban LHDs, and LHDs serving small, medium, and large populations.
Author(s): Krishna Patel, Gwen Davis, Kellie Perkins, Timothy C. McCall
Date: 07/2025
Sponsoring organization: National Association of County and City Health Officials
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Using Implementation Strategies to Promote the Maintenance Of Kids SIPsmartER In Rural Appalachian Middle Schools: A Process Evaluation
Examines implementation data from the Kids SIPsmartER nutrition behavioral intervention, which was implemented in 12 rural Appalachian middle schools. Utilizes data from 24 teachers and 11 principals to examine intervention fidelity, delivery, perceptions, and student impact. Discusses the importance of implementation evaluation and the scalability of evidence-based behavioral interventions (EBBIs) in schools.
Author(s): Kathleen J. Porter, Annie L. Reid, Theresa Markwalter, et al.
Citation: BMC Public Health, 25, 2324
Date: 07/2025
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Examines implementation data from the Kids SIPsmartER nutrition behavioral intervention, which was implemented in 12 rural Appalachian middle schools. Utilizes data from 24 teachers and 11 principals to examine intervention fidelity, delivery, perceptions, and student impact. Discusses the importance of implementation evaluation and the scalability of evidence-based behavioral interventions (EBBIs) in schools.
Author(s): Kathleen J. Porter, Annie L. Reid, Theresa Markwalter, et al.
Citation: BMC Public Health, 25, 2324
Date: 07/2025
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