Rural Health
Resources by Topic: Rural-urban differences
New Jersey Behavioral Health Workforce
Offers maps and tables of the supply and distribution of behavioral health clinicians in New Jersey in 2025. Includes county-level data.
Author(s): S.C. Woolcock, C.H.A. Andrilla, L.A. Garberson, J.M. Graves
Date: 06/2026
Sponsoring organization: WWAMI Rural Health Research Center
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Offers maps and tables of the supply and distribution of behavioral health clinicians in New Jersey in 2025. Includes county-level data.
Author(s): S.C. Woolcock, C.H.A. Andrilla, L.A. Garberson, J.M. Graves
Date: 06/2026
Sponsoring organization: WWAMI Rural Health Research Center
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Changes in Neighborhood Foodscapes From 2003 to 2023 by Area Rurality in the United States
Examines neighborhood-level characteristics of U.S. foodscapes. Utilizes 2003-2023 licensed food retailer data to analyze healthfulness of available food, food deserts, and food swamps, with data broken down by state and rurality.
Author(s): Daniel Wiese, Marissa M. Shams-White, Zhiyuan Zheng, et al.
Citation: American Journal of Public Health, 116
Date: 06/2026
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Examines neighborhood-level characteristics of U.S. foodscapes. Utilizes 2003-2023 licensed food retailer data to analyze healthfulness of available food, food deserts, and food swamps, with data broken down by state and rurality.
Author(s): Daniel Wiese, Marissa M. Shams-White, Zhiyuan Zheng, et al.
Citation: American Journal of Public Health, 116
Date: 06/2026
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Rural–Urban Differences in Use of Mental Health Care for Serious Mental Illness at the Veterans Health Administration: A Retrospective Cohort Analysis
Examines how use of Veterans Health Administration (VHA) mental health care varies among rural and urban veterans with serious mental illness (SMI), using FY 2018-2022 VHA administrative data. Includes data on rural and urban SMI prevalence, services used, and other demographic and clinical factors influencing service use.
Author(s): Alexandra B. Caloudas, Amber B. Amspoker, Ashley Smith, et al.
Citation: Journal of Rural Health, 42(2), e70173
Date: 06/2026
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Examines how use of Veterans Health Administration (VHA) mental health care varies among rural and urban veterans with serious mental illness (SMI), using FY 2018-2022 VHA administrative data. Includes data on rural and urban SMI prevalence, services used, and other demographic and clinical factors influencing service use.
Author(s): Alexandra B. Caloudas, Amber B. Amspoker, Ashley Smith, et al.
Citation: Journal of Rural Health, 42(2), e70173
Date: 06/2026
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Relationship Between Food Security and Walking for Transportation: Findings by Region and Rurality
Examines how the relationship between food security and walking for transport varies by geographic region and rurality, using 2022 National Health Interview Survey data.
Author(s): Jessica Stroope, Marilyn E. Wende, Robert E. Anderson III, et al.
Citation: Journal of Rural Health, 42(2), e70181
Date: 06/2026
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Examines how the relationship between food security and walking for transport varies by geographic region and rurality, using 2022 National Health Interview Survey data.
Author(s): Jessica Stroope, Marilyn E. Wende, Robert E. Anderson III, et al.
Citation: Journal of Rural Health, 42(2), e70181
Date: 06/2026
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Understanding Capability, Opportunity, and Motivation for At-Home COVID-19 Testing in Underserved Populations During the Pandemic
Evaluates how access to COVID-19 testing barriers, facilitators, and motivations varied among underserved adults in Utah via interviews with 19 low-income Utahns. Includes rural and urban data comparisons and interview excerpts.
Author(s): Joni H. Pierce, Peter Taber, Leticia Stevens, et al.
Citation: Translational Behavioral Medicine, 16(1), ibag033
Date: 06/2026
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Evaluates how access to COVID-19 testing barriers, facilitators, and motivations varied among underserved adults in Utah via interviews with 19 low-income Utahns. Includes rural and urban data comparisons and interview excerpts.
Author(s): Joni H. Pierce, Peter Taber, Leticia Stevens, et al.
Citation: Translational Behavioral Medicine, 16(1), ibag033
Date: 06/2026
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Rural–Urban Disparities in Acute Pancreatitis Outcomes: A Retrospective Cohort Study using the National Inpatient Sample (2016–2021)
Compares rural and urban acute pancreatitis hospitalization costs, mortality, length of stay, complications, and other healthcare outcomes, using 2016-2021 National Inpatient Sample data.
Author(s): Fatima Rashid, Kasim Syed Jafri, Niloy Ghosh, et al.
Citation: Medicine, 105(23), e49138
Date: 06/2026
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Compares rural and urban acute pancreatitis hospitalization costs, mortality, length of stay, complications, and other healthcare outcomes, using 2016-2021 National Inpatient Sample data.
Author(s): Fatima Rashid, Kasim Syed Jafri, Niloy Ghosh, et al.
Citation: Medicine, 105(23), e49138
Date: 06/2026
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A Comparative Analysis of Job Satisfaction and Intent to Leave Among Rural and Urban Caseworkers in Pennsylvania's Child Welfare Agencies
Findings from a survey of Pennsylvania child welfare caseworkers, identifying factors influencing job satisfaction, performance, and intent to leave. Recommends changes at the agency level and state-level policy changes related to child welfare caseworker workload, salaries, and funding. Features statistics including staff turnover from 2019-2023 with breakdowns by urban and rural areas, and reported cases of child abuse in 2023 with breakdowns by county.
Additional links: Legislative Brief
Author(s): Yoon Mi Kim, George Kovarie, Soohyoung Rain Lee
Date: 06/2026
Sponsoring organization: Center for Rural Pennsylvania
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Findings from a survey of Pennsylvania child welfare caseworkers, identifying factors influencing job satisfaction, performance, and intent to leave. Recommends changes at the agency level and state-level policy changes related to child welfare caseworker workload, salaries, and funding. Features statistics including staff turnover from 2019-2023 with breakdowns by urban and rural areas, and reported cases of child abuse in 2023 with breakdowns by county.
Additional links: Legislative Brief
Author(s): Yoon Mi Kim, George Kovarie, Soohyoung Rain Lee
Date: 06/2026
Sponsoring organization: Center for Rural Pennsylvania
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Hierarchical Bayesian Analysis of Prehospital Timelines for Elderly Adults in Rural and Urban Motor-Vehicle Crashes
Analyzes emergency medical services (EMS) response and prehospital timelines for older adults involved in vehicle crashes in rural versus urban areas. Utilizes 2018-2023 crash data from Ohio and examines rural versus urban characteristics of crashes, prehospital time, and distance traveled.
Author(s): Philip F. Balyagati, Abdul S. Ngereza, Emmanuel Kidando, et al.
Citation: Journal of Safety Research, 97, 453-462
Date: 06/2026
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Analyzes emergency medical services (EMS) response and prehospital timelines for older adults involved in vehicle crashes in rural versus urban areas. Utilizes 2018-2023 crash data from Ohio and examines rural versus urban characteristics of crashes, prehospital time, and distance traveled.
Author(s): Philip F. Balyagati, Abdul S. Ngereza, Emmanuel Kidando, et al.
Citation: Journal of Safety Research, 97, 453-462
Date: 06/2026
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Virginia Rural Behavioral Health Workforce
Offers maps and tables of the supply and distribution of behavioral health clinicians in Virginia in 2025. Includes county-level data and rural and urban comparisons.
Author(s): S.C. Woolcock, C.H.A. Andrilla, L.A. Garberson, J.M. Graves
Date: 06/2026
Sponsoring organization: WWAMI Rural Health Research Center
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Offers maps and tables of the supply and distribution of behavioral health clinicians in Virginia in 2025. Includes county-level data and rural and urban comparisons.
Author(s): S.C. Woolcock, C.H.A. Andrilla, L.A. Garberson, J.M. Graves
Date: 06/2026
Sponsoring organization: WWAMI Rural Health Research Center
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Virginia Rural Obstetrical Workforce
Offers maps and tables of the obstetricians and advanced practice midwives workforce distribution in Virginia in 2025. Includes county-level data and rural and urban comparisons.
Author(s): S.C. Woolcock, C.H.A. Andrilla, L.A. Garberson, J.M. Graves
Date: 06/2026
Sponsoring organization: WWAMI Rural Health Research Center
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Offers maps and tables of the obstetricians and advanced practice midwives workforce distribution in Virginia in 2025. Includes county-level data and rural and urban comparisons.
Author(s): S.C. Woolcock, C.H.A. Andrilla, L.A. Garberson, J.M. Graves
Date: 06/2026
Sponsoring organization: WWAMI Rural Health Research Center
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