Rural Health
Resources by Topic: Statistics and data
Universal School Meal Policies and Perceived Stigma: Quantitative Evidence From Eight US States
Examines relationships among universal school meals (USMs) policies, stigma surrounding USM, and perceptions of school lunch. Utilizes survey data from 1,066 middle and high school students regarding their feelings of embarrassment surrounding school lunch, with breakdowns according to participant sociodemographics and rural versus urban location.
Author(s): Dania Orta-Aleman, Monica D. Zuercher, Leah E. Chapman, et al.
Citation: Journal of School Health, 96(1), e70098
Date: 01/2026
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Examines relationships among universal school meals (USMs) policies, stigma surrounding USM, and perceptions of school lunch. Utilizes survey data from 1,066 middle and high school students regarding their feelings of embarrassment surrounding school lunch, with breakdowns according to participant sociodemographics and rural versus urban location.
Author(s): Dania Orta-Aleman, Monica D. Zuercher, Leah E. Chapman, et al.
Citation: Journal of School Health, 96(1), e70098
Date: 01/2026
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Learning Modalities During COVID-19 and Adolescent Mental Health in North Carolina
Examines virtual, hybrid, and in-person learning modalities and their impact on adolescent mental health during the COVID-19 pandemic. Analyzes mental health emergency department (ED) visits in North Carolina alongside county-level information on learning modalities used over time. Provides rural versus urban data on impacts of learning modality on mental health.
Author(s): Justin Cole Gilbert, Martie P. Thompson, Sophia Ryan, Manan Roy
Citation: Journal of School Health, 96(1), e70093
Date: 01/2026
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Examines virtual, hybrid, and in-person learning modalities and their impact on adolescent mental health during the COVID-19 pandemic. Analyzes mental health emergency department (ED) visits in North Carolina alongside county-level information on learning modalities used over time. Provides rural versus urban data on impacts of learning modality on mental health.
Author(s): Justin Cole Gilbert, Martie P. Thompson, Sophia Ryan, Manan Roy
Citation: Journal of School Health, 96(1), e70093
Date: 01/2026
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California Rural Obstetrical Workforce
Offers maps and tables of the obstetricians and advanced practice midwives workforce distribution in California 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: 12/2025
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 California 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: 12/2025
Sponsoring organization: WWAMI Rural Health Research Center
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Colorado Rural Obstetrical Workforce
Offers maps and tables of the obstetricians and advanced practice midwives workforce distribution in Colorado 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: 12/2025
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 Colorado 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: 12/2025
Sponsoring organization: WWAMI Rural Health Research Center
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Data Resources for Health Workforce Policy and Planning in Washington State
Provides information on data resources to examine Washington State's health workforce. Includes a list of health workforce data resources, results from a stakeholder survey on workforce data, various methodological strategies, and discussion of including rurality as an important measure within health workforce data.
Author(s): SW Pollack, BA Stubbs, PM Kett, GA Guenther, SM Skillman
Date: 12/2025
Sponsoring organization: Center for Health Workforce Studies
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Provides information on data resources to examine Washington State's health workforce. Includes a list of health workforce data resources, results from a stakeholder survey on workforce data, various methodological strategies, and discussion of including rurality as an important measure within health workforce data.
Author(s): SW Pollack, BA Stubbs, PM Kett, GA Guenther, SM Skillman
Date: 12/2025
Sponsoring organization: Center for Health Workforce Studies
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Understanding Supervision in Indiana's Behavioral Health Workforce: Supply Data and Recent Policy Changes
Examines the availability of behavioral health and human services (BHHS) clinical supervisors for student field and clinical experiences. Provides data on BHHS supervisor supply by license type and county-level geographic distribution. Discusses supervisor shortages in rural areas and related policy considerations.
Author(s): Mykayla Moore, Madison Bott, Brittany Daulton, Hannah Maxey
Date: 12/2025
Sponsoring organization: Bowen Center for Health Workforce Research and Policy
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Examines the availability of behavioral health and human services (BHHS) clinical supervisors for student field and clinical experiences. Provides data on BHHS supervisor supply by license type and county-level geographic distribution. Discusses supervisor shortages in rural areas and related policy considerations.
Author(s): Mykayla Moore, Madison Bott, Brittany Daulton, Hannah Maxey
Date: 12/2025
Sponsoring organization: Bowen Center for Health Workforce Research and Policy
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Rural-Urban Differences in the Prevalence and Correlates of Elder Mistreatment
Examines rural and urban differences among 11 indicators of mistreatment for older adults. Discusses the role of rural residency as a protective factor, underreporting elder mistreatment, and potential policy and community solutions that support prevention and response.
Author(s): Carrie Henning-Smith, Ingrid Jacobson, Dionne Bailey, et al.
Citation: Journal of Applied Gerontology, 2025
Date: 12/2025
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Examines rural and urban differences among 11 indicators of mistreatment for older adults. Discusses the role of rural residency as a protective factor, underreporting elder mistreatment, and potential policy and community solutions that support prevention and response.
Author(s): Carrie Henning-Smith, Ingrid Jacobson, Dionne Bailey, et al.
Citation: Journal of Applied Gerontology, 2025
Date: 12/2025
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Impact of Food Accessibility on Eating and Anthropometric Outcomes among Rural Parent-Child Dyads: A Secondary Data Analysis of a Mindful Eating Intervention
Examines the relationship among food insecurity, food behaviors, and health outcomes in rural children and parents enrolled in a mindful eating intervention trial. Utilizes data from 154 parent-child dyads recruited from Head Start childcare centers in the U.S. and includes breakdowns according to sociodemographics, food accessibility, eating habits, health status, and more.
Author(s): Jiying Ling, Tsui-Sui Annie Kao, Xining Yang
Citation: BMJ Open, 15(12), e108076
Date: 12/2025
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Examines the relationship among food insecurity, food behaviors, and health outcomes in rural children and parents enrolled in a mindful eating intervention trial. Utilizes data from 154 parent-child dyads recruited from Head Start childcare centers in the U.S. and includes breakdowns according to sociodemographics, food accessibility, eating habits, health status, and more.
Author(s): Jiying Ling, Tsui-Sui Annie Kao, Xining Yang
Citation: BMJ Open, 15(12), e108076
Date: 12/2025
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Report to the Thirty-Third Hawai'i State Legislature for Fiscal Year 2025
Reports on revenues, capital improvement projects, and regional systems from the Hawaii Health Systems Corporation, a state agency network of public hospitals and clinics in Hawaii that predominantly serve rural areas of the state. Offers historical and current information on each facility starting on PDF page 76, including Critical Access Hospitals and Rural Health Clinics. Discusses quality improvement, renovation projects, trends in healthcare policy and service models, and more.
Date: 12/2025
Sponsoring organization: Hawaii Health Systems Corporation
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Reports on revenues, capital improvement projects, and regional systems from the Hawaii Health Systems Corporation, a state agency network of public hospitals and clinics in Hawaii that predominantly serve rural areas of the state. Offers historical and current information on each facility starting on PDF page 76, including Critical Access Hospitals and Rural Health Clinics. Discusses quality improvement, renovation projects, trends in healthcare policy and service models, and more.
Date: 12/2025
Sponsoring organization: Hawaii Health Systems Corporation
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Engagement and Retention in HIV Care in Rural Southern U.S. Using an All-Payer Claims Database
Analyzes HIV care engagement and retention among people living with HIV (PLWH) in Arkansas, utilizing 2013-2017 Arkansas All-Payer Claims Database data. Includes data and discussion of HIV access disparities in Arkansas by rurality, sex, and other demographic variables.
Author(s): Jun Tao, Mofan Gu, S. Alexandra Marshall, et al.
Citation: PLOS ONE, 20(12), e0339520
Date: 12/2025
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Analyzes HIV care engagement and retention among people living with HIV (PLWH) in Arkansas, utilizing 2013-2017 Arkansas All-Payer Claims Database data. Includes data and discussion of HIV access disparities in Arkansas by rurality, sex, and other demographic variables.
Author(s): Jun Tao, Mofan Gu, S. Alexandra Marshall, et al.
Citation: PLOS ONE, 20(12), e0339520
Date: 12/2025
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