Rural Health
Resources by Topic: Statistics and data
The Obesity-Related Chronic Disease Index (ORCDi), a Novel Composite Metric to Quantify ORCD Burden: An Ecological Study Across U.S. Census Tracts
Analyzes obesity-related conditions across U.S. census-tracts to develop and validate the obesity-related chronic disease index (ORCDi), a metric used to quantify obesity burden at the community level. Utilizes Centers for Disease Control and Prevention (CDC) PLACES 2024 data to analyze health conditions across social vulnerability indices (SVIs) and rural-urban commuting area (RUCA) codes. Discusses the utility of ORCDi as a measure in health research to analyze ORCD burden in various communities.
Author(s): Md Roungu Ahmmad, Fazlay Faruque, Xiaoli Zhang
Citation: The Lancet Regional Health – Americas, 61, 101547
Date: 09/2026
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Analyzes obesity-related conditions across U.S. census-tracts to develop and validate the obesity-related chronic disease index (ORCDi), a metric used to quantify obesity burden at the community level. Utilizes Centers for Disease Control and Prevention (CDC) PLACES 2024 data to analyze health conditions across social vulnerability indices (SVIs) and rural-urban commuting area (RUCA) codes. Discusses the utility of ORCDi as a measure in health research to analyze ORCD burden in various communities.
Author(s): Md Roungu Ahmmad, Fazlay Faruque, Xiaoli Zhang
Citation: The Lancet Regional Health – Americas, 61, 101547
Date: 09/2026
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Community-Based Participatory Approaches to Improve Diet Quality and Food Security in Rural Appalachia: Outcomes from the Laurel HARVEST Study
Examines the community-based participatory research (CBPR) intervention, Laurel HARVEST (Helping Appalachia Restore a Vibrant Food Environment for Self-Sufficiency, Together), on food security and nutritional quality in rural Appalachian areas of Kentucky. Analyzes follow-up data from 147 participants in the intervention and provides results related to fruit and vegetable intake, healthy eating index (HEI) scores, food security, and more.
Author(s): Makenzie Barr-Porter, Courtney Luecking, Stacey Slone, et al.
Citation: Nutrients, 18(17), 2813
Date: 08/2026
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Examines the community-based participatory research (CBPR) intervention, Laurel HARVEST (Helping Appalachia Restore a Vibrant Food Environment for Self-Sufficiency, Together), on food security and nutritional quality in rural Appalachian areas of Kentucky. Analyzes follow-up data from 147 participants in the intervention and provides results related to fruit and vegetable intake, healthy eating index (HEI) scores, food security, and more.
Author(s): Makenzie Barr-Porter, Courtney Luecking, Stacey Slone, et al.
Citation: Nutrients, 18(17), 2813
Date: 08/2026
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Community-Based Training and Impact on Care of Socially Disadvantaged Populations
Results of a study examining the association between community-based training of primary care physicians and subsequent practice in rural and underserved areas. Features demographics and and a state-level map showing distribution of family physicians who trained in Teaching Health Centers or Rural Training Tracks and graduated between 2017-2022.
Author(s): Freesia Quezada, Peter Manfredonia, Trenten L. Fenster, et al.
Citation: Journal of Graduate Medical Education, 18(4), 424-431
Date: 08/2026
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Results of a study examining the association between community-based training of primary care physicians and subsequent practice in rural and underserved areas. Features demographics and and a state-level map showing distribution of family physicians who trained in Teaching Health Centers or Rural Training Tracks and graduated between 2017-2022.
Author(s): Freesia Quezada, Peter Manfredonia, Trenten L. Fenster, et al.
Citation: Journal of Graduate Medical Education, 18(4), 424-431
Date: 08/2026
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Rural–Urban Differences in Cervical Cancer Screening Patterns: A Cross‐Sectional Analysis of the 2021 National Health Interview Survey (NHIS)
Compares cervical cancer screening rates and experiences among rural and urban women, using 2021 National Health Interview Survey data. Provides data on likelihood of ever receiving cervical cancer screening, time since most recent screening, screening type, abnormal test results, and more.
Author(s): Anika Eldien, Laura Hankins, Taylor Neilson, Ingrid Jacobson
Citation: Journal of Rural Health, 42(3), e70210
Date: 08/2026
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Compares cervical cancer screening rates and experiences among rural and urban women, using 2021 National Health Interview Survey data. Provides data on likelihood of ever receiving cervical cancer screening, time since most recent screening, screening type, abnormal test results, and more.
Author(s): Anika Eldien, Laura Hankins, Taylor Neilson, Ingrid Jacobson
Citation: Journal of Rural Health, 42(3), e70210
Date: 08/2026
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High-Deductible Health Plans in Rural and Urban Populations: Outpatient Utilization and Out-of-Pocket Costs
Policy brief exploring rural-urban differences in High-Deductible Health Plan enrollment, subsequent healthcare use, and out-of-pocket costs. Features demographics and statistics with breakdowns by urban and rural areas.
Author(s): Aaron P. Smith, Jeffery Talbert
Date: 08/2026
Sponsoring organization: Rural and Underserved Health Research Center
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Policy brief exploring rural-urban differences in High-Deductible Health Plan enrollment, subsequent healthcare use, and out-of-pocket costs. Features demographics and statistics with breakdowns by urban and rural areas.
Author(s): Aaron P. Smith, Jeffery Talbert
Date: 08/2026
Sponsoring organization: Rural and Underserved Health Research Center
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Rural/Urban Disparities in Utilization of Diabetes Self-Management Training (DSMT) to the Fee-for-Service Medicare Population, 2017-2024
Analyzes disparities in Diabetes Self-Management Training use among Medicare beneficiaries, using data from 2017-2024. Expands on a 2020 study to assess whether disparities have persisted, widened, or narrowed over time, and to examine broader trends in service availability, provider participation, and beneficiary use. Features statistics with breakdowns by urban and rural areas.
Author(s): Wanying Zhu, Aleksandr Taraskin, Jeffery Talbert
Date: 08/2026
Sponsoring organization: Rural and Underserved Health Research Center
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Analyzes disparities in Diabetes Self-Management Training use among Medicare beneficiaries, using data from 2017-2024. Expands on a 2020 study to assess whether disparities have persisted, widened, or narrowed over time, and to examine broader trends in service availability, provider participation, and beneficiary use. Features statistics with breakdowns by urban and rural areas.
Author(s): Wanying Zhu, Aleksandr Taraskin, Jeffery Talbert
Date: 08/2026
Sponsoring organization: Rural and Underserved Health Research Center
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Non-Metropolitan vs. Metropolitan Variations in Alcohol, Illicit Drug, and Prescription Therapeutic Drug Misuse
Reports on how alcohol use, illicit drug use, and the use of opioid and non-opioid prescription drugs vary by rural or urban area using 2023-2024 National Survey on Drug Use and Health (NSDUH) data.
Author(s): Tyrone F. Borders
Date: 08/2026
Sponsoring organization: Rural and Underserved Health Research Center
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Reports on how alcohol use, illicit drug use, and the use of opioid and non-opioid prescription drugs vary by rural or urban area using 2023-2024 National Survey on Drug Use and Health (NSDUH) data.
Author(s): Tyrone F. Borders
Date: 08/2026
Sponsoring organization: Rural and Underserved Health Research Center
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Examining Teacher Supply, Demand, and Shortages in Pennsylvania
Explores teacher shortages, supply, and demand in Pennsylvania rural and urban school districts from 2014-2025. Notes how rising student mental health needs are contributing to demand for teachers. Features statistics on vacancies from 2023-2025, with breakdowns by urban and rural areas.
Author(s): Edward J. Fuller
Date: 08/2026
Sponsoring organization: Center for Rural Pennsylvania
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Explores teacher shortages, supply, and demand in Pennsylvania rural and urban school districts from 2014-2025. Notes how rising student mental health needs are contributing to demand for teachers. Features statistics on vacancies from 2023-2025, with breakdowns by urban and rural areas.
Author(s): Edward J. Fuller
Date: 08/2026
Sponsoring organization: Center for Rural Pennsylvania
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Ryan White HIV/AIDS Program AIDS Education and Training Center (AETC) Program: Annual Data Report, 2024
Reports on the Ryan White HIV/AIDS Program's AIDS Education and Training Center (AETC) Program, which focuses on increasing the size and skills of the HIV clinical workforce, improving HIV care outcomes, and decreasing HIV transmission. Provides AETC Program data for the years 2019-2024 on participants' rural/suburban/urban employment settings and training events focused on rural populations.
Date: 08/2026
Sponsoring organization: HRSA HIV/AIDS Bureau
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Reports on the Ryan White HIV/AIDS Program's AIDS Education and Training Center (AETC) Program, which focuses on increasing the size and skills of the HIV clinical workforce, improving HIV care outcomes, and decreasing HIV transmission. Provides AETC Program data for the years 2019-2024 on participants' rural/suburban/urban employment settings and training events focused on rural populations.
Date: 08/2026
Sponsoring organization: HRSA HIV/AIDS Bureau
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Practical Data Skills for Rural Public Health
Training module that provides core knowledge on data assessment for rural public health practice and decision-making. Focuses on building practical skills to collect, organize, analyze, interpret, and communicate data. Includes real-world examples and strategies to review and apply data skills to everyday rural public health work. Continuing education credits for this course are available through August 28, 2029, via CDC TRAIN.
Additional links: CDC TRAIN
Date: 08/2026
Sponsoring organization: NORC Walsh Center for Rural Health Analysis
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Training module that provides core knowledge on data assessment for rural public health practice and decision-making. Focuses on building practical skills to collect, organize, analyze, interpret, and communicate data. Includes real-world examples and strategies to review and apply data skills to everyday rural public health work. Continuing education credits for this course are available through August 28, 2029, via CDC TRAIN.
Additional links: CDC TRAIN
Date: 08/2026
Sponsoring organization: NORC Walsh Center for Rural Health Analysis
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