Rural Health
Resources by Topic: Statistics and data
How Do Services Offered Within Opioid Treatment Programs Vary Based on State Methadone Policies?
Examines the availability of opioid treatment programs (OTPs) in various states as well as access to medication for opioid use disorder (MOUD) options, psychosocial services, and housing supports. Analyzes 1,501 opioid treatment programs (OTPs) and their characteristics, including state restrictiveness, services offered, facility type, rurality, and more.
Author(s): Zoe Lindenfeld, Noa Krawczyk, Erin A. Taylor, Denis Agniel, Jonathan H. Cantor
Citation: Journal of Substance Use & Addiction Treatment, 190, 210062
Date: 11/2026
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Examines the availability of opioid treatment programs (OTPs) in various states as well as access to medication for opioid use disorder (MOUD) options, psychosocial services, and housing supports. Analyzes 1,501 opioid treatment programs (OTPs) and their characteristics, including state restrictiveness, services offered, facility type, rurality, and more.
Author(s): Zoe Lindenfeld, Noa Krawczyk, Erin A. Taylor, Denis Agniel, Jonathan H. Cantor
Citation: Journal of Substance Use & Addiction Treatment, 190, 210062
Date: 11/2026
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Rural and Urban Differences in the Trends in Supply of Home Care Workers From 2015 to 2024
Examines how the supply of direct care workers varies by rural or urban location using 2015-2024 American Community Survey data. Includes data comparisons by pre-pandemic, pandemic, and post-pandemic periods.
Author(s): Diogo Miguel Goncalves Fortes, Katherine Miller
Citation: Journal of Applied Gerontology
Date: 10/2026
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Examines how the supply of direct care workers varies by rural or urban location using 2015-2024 American Community Survey data. Includes data comparisons by pre-pandemic, pandemic, and post-pandemic periods.
Author(s): Diogo Miguel Goncalves Fortes, Katherine Miller
Citation: Journal of Applied Gerontology
Date: 10/2026
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Regional Highlights: Changes in Hospital-Based Obstetric Care in the US, 2010-2024
Describes changes in availability of obstetric services at hospitals in the 4 U.S. census regions, including hospitals that lost obstetric services and the percentage of all hospitals without obstetric services. Features statistics with breakdowns by urban and rural areas.
Author(s): Julia D. Interrante, Kevan O'Hanlon, Emily C. Sheffield, Katy Backes Kozhimannil
Date: 10/2026
Sponsoring organization: University of Minnesota Rural Health Research Center
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Describes changes in availability of obstetric services at hospitals in the 4 U.S. census regions, including hospitals that lost obstetric services and the percentage of all hospitals without obstetric services. Features statistics with breakdowns by urban and rural areas.
Author(s): Julia D. Interrante, Kevan O'Hanlon, Emily C. Sheffield, Katy Backes Kozhimannil
Date: 10/2026
Sponsoring organization: University of Minnesota Rural Health Research Center
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Assessing the Accuracy and Completeness of OpenStreetMap Sidewalks: A Comparative Study With Google Street View
Compares the walkability geospatial database OpenStreetMap (OSM) with Google Street View (GSV) to analyze its accuracy and completeness in providing sidewalk data. Examines the agreement between OSM and GSV for pedestrian-accessible roads in 141 census tracts in Maryland. Includes a census tract-level map of Maryland, breakdowns of social vulnerability index variables by population density group, and discussion of how OSM and GSV images perform in rural areas.
Author(s): Brianne L. Nichols, Caroline Groth, Tyler D. Quinn
Citation: Preventing Chronic Disease, 23
Date: 10/2026
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Compares the walkability geospatial database OpenStreetMap (OSM) with Google Street View (GSV) to analyze its accuracy and completeness in providing sidewalk data. Examines the agreement between OSM and GSV for pedestrian-accessible roads in 141 census tracts in Maryland. Includes a census tract-level map of Maryland, breakdowns of social vulnerability index variables by population density group, and discussion of how OSM and GSV images perform in rural areas.
Author(s): Brianne L. Nichols, Caroline Groth, Tyler D. Quinn
Citation: Preventing Chronic Disease, 23
Date: 10/2026
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School Nurses' Perceptions of Mental Health Responsibilities Within School Nursing Practice: A Q Methodology Study
Examines the perspectives of school nurses on addressing mental health needs of students in rural schools. Analyzes feedback from 70 school nurses working in eastern North Carolina on issues such as nursing responsibilities, mental health, suicide risk, crisis response, and more.
Author(s): Travis E. Lewis, Deby E. Tyndall, Mitzi C. Pestaner
Citation: Journal of School Health, 96(10), e70242
Date: 10/2026
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Examines the perspectives of school nurses on addressing mental health needs of students in rural schools. Analyzes feedback from 70 school nurses working in eastern North Carolina on issues such as nursing responsibilities, mental health, suicide risk, crisis response, and more.
Author(s): Travis E. Lewis, Deby E. Tyndall, Mitzi C. Pestaner
Citation: Journal of School Health, 96(10), e70242
Date: 10/2026
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The Utility of Psychological Capital Theory in Rural Adolescent Mental Health Research
Explores the psychological capital (PsyCap), or one's sense of hope, self-efficacy, resilience, and optimism, and mental health among rural adolescents. Bases findings on a survey of 59 adolescents in rural Texas. Discusses the utility of PsyCap as a model for evaluating rural adolescent mental health.
Author(s): Angela J. Preston, Lynn Rew, Cara C. Young, John Lowe, Huaxin Song
Citation: Clinical Child Psychology and Psychiatry, 31(4), 1374-1388
Date: 10/2026
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Explores the psychological capital (PsyCap), or one's sense of hope, self-efficacy, resilience, and optimism, and mental health among rural adolescents. Bases findings on a survey of 59 adolescents in rural Texas. Discusses the utility of PsyCap as a model for evaluating rural adolescent mental health.
Author(s): Angela J. Preston, Lynn Rew, Cara C. Young, John Lowe, Huaxin Song
Citation: Clinical Child Psychology and Psychiatry, 31(4), 1374-1388
Date: 10/2026
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The Financial Impact of Pregnancy and Childbirth Among Louisiana Medicaid Beneficiaries
Examines the relationship between pregnancy and financial health of women in Louisiana. Analyzes 2017-2020 Medicaid claims data and credit reports of 76,468 patients and provides breakdowns of credit scores, medical debt, and nonmedical debt by demographics, pregnancy status, and rural versus urban location.
Author(s): Brigham Walker, Ethan Tsai, Andrew Anderson, Melissa Evans, Kevin Callison
Citation: Health Services Research, 61(5), e70166
Date: 10/2026
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Examines the relationship between pregnancy and financial health of women in Louisiana. Analyzes 2017-2020 Medicaid claims data and credit reports of 76,468 patients and provides breakdowns of credit scores, medical debt, and nonmedical debt by demographics, pregnancy status, and rural versus urban location.
Author(s): Brigham Walker, Ethan Tsai, Andrew Anderson, Melissa Evans, Kevin Callison
Citation: Health Services Research, 61(5), e70166
Date: 10/2026
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Risk Adjustment in the Medicare Advantage Population Using Encounter Data
Examines the Centers for Medicare and Medicaid Services (CMS) Hierarchical Condition Category (HCC) risk model by comparing 2016-2022 Traditional Medicare (TM) claims and Medicare Advantage (MA) encounter data. Analyzes differences in the TM-based model and MA-based model and discusses risk-adjusted MA payment, MA payment policy, and enrollment incentives for various populations, including rural.
Author(s): Caroline S. Carlin, Roger Feldman, Jeah Jung
Citation: Health Services Research, 61(5), e70165
Date: 10/2026
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Examines the Centers for Medicare and Medicaid Services (CMS) Hierarchical Condition Category (HCC) risk model by comparing 2016-2022 Traditional Medicare (TM) claims and Medicare Advantage (MA) encounter data. Analyzes differences in the TM-based model and MA-based model and discusses risk-adjusted MA payment, MA payment policy, and enrollment incentives for various populations, including rural.
Author(s): Caroline S. Carlin, Roger Feldman, Jeah Jung
Citation: Health Services Research, 61(5), e70165
Date: 10/2026
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Veterans Affairs Clinical Resource Hub Improve Access to Mental Health Services for Rural Veterans
Evaluates 627,436 telemental health service encounters over 5 years with rural veterans to determine the impact of 18 Clinical Resource Hubs on access to mental healthcare. Discusses how utilization of telemental health services increased over the 5 years, trends in modality types, and mental health diagnoses, in addition to other demographic characteristics.
Author(s): Erin Jaske, Chelle L. Wheat, Bradford Felker, et al.
Citation: Telemedicine and e-Health, 32(10), 995-1002
Date: 10/2026
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Evaluates 627,436 telemental health service encounters over 5 years with rural veterans to determine the impact of 18 Clinical Resource Hubs on access to mental healthcare. Discusses how utilization of telemental health services increased over the 5 years, trends in modality types, and mental health diagnoses, in addition to other demographic characteristics.
Author(s): Erin Jaske, Chelle L. Wheat, Bradford Felker, et al.
Citation: Telemedicine and e-Health, 32(10), 995-1002
Date: 10/2026
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Associations of Occupational Exposures on Environmental Allergies Among Farmers and Ranchers in the Central United States
Explores demographics and occupational exposures associated with allergies among farmers in 7 states. Notes public health implications based on study findings and highlights opportunities for further research.
Author(s): Alexandrea Welch, Cheryl Beseler, Yi Du, Shaun Cross, Risto H. Rautiainen
Citation: Journal of Agromedicine, 31(4), 530-540
Date: 10/2026
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Explores demographics and occupational exposures associated with allergies among farmers in 7 states. Notes public health implications based on study findings and highlights opportunities for further research.
Author(s): Alexandrea Welch, Cheryl Beseler, Yi Du, Shaun Cross, Risto H. Rautiainen
Citation: Journal of Agromedicine, 31(4), 530-540
Date: 10/2026
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