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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The Association Between School Physical Education Practices and School Level Socioeconomic Status
Examines the relationship between socioeconomic status (SES) and school physical education (PE) practices. Utilizes School Health Map and National Center for Education Statistics data to analyze high-SES, moderate-SES, and low-SES schools according to PE practices as well as location of city, suburb, town, or rural.
Author(s): Sam Biver, Ben D. Kern, Hans van der Mars, Enbal Shacham
Citation: Journal of School Health, 96(9), e70217
Date: 09/2026
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Examines the relationship between socioeconomic status (SES) and school physical education (PE) practices. Utilizes School Health Map and National Center for Education Statistics data to analyze high-SES, moderate-SES, and low-SES schools according to PE practices as well as location of city, suburb, town, or rural.
Author(s): Sam Biver, Ben D. Kern, Hans van der Mars, Enbal Shacham
Citation: Journal of School Health, 96(9), e70217
Date: 09/2026
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Association Between Transportation Access and Self-Rated Health among Older Adults with Disabilities
Analyzes the association between access to transportation and self-rated health for 257 community-dwelling older adults. Offers data on study participant characteristics by consistent and inconsistent transportation access, including a comparison of micropolitan/non-core and metropolitan residence.
Author(s): Jihyeong Jeong, Jason R. Falvey, Amanda J. Lehning
Citation: Journal of Transport & Health, 51
Date: 09/2026
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Analyzes the association between access to transportation and self-rated health for 257 community-dwelling older adults. Offers data on study participant characteristics by consistent and inconsistent transportation access, including a comparison of micropolitan/non-core and metropolitan residence.
Author(s): Jihyeong Jeong, Jason R. Falvey, Amanda J. Lehning
Citation: Journal of Transport & Health, 51
Date: 09/2026
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Rural Health Disadvantages in the United States: Evidence from Nationally Representative Data
Describes rural and urban mortality rate disparities since the 1990s and then examines National Health and Nutrition Examination Survey (NHANES) data from 1999, 2000, 2017, and 2020 to identify both individual and place-based factors associated with health outcomes within large metropolitan, small/medium metropolitan, and nonmetropolitan areas. Discusses disparities in the working adult population and how county characteristics contribute to rural and urban gaps.
Author(s): Brandon Restrepo, Elizabeth A. Dobis, Sarah A. Low, Kelsey L. Thomas
Citation: Economics & Human Biology, 62
Date: 09/2026
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Describes rural and urban mortality rate disparities since the 1990s and then examines National Health and Nutrition Examination Survey (NHANES) data from 1999, 2000, 2017, and 2020 to identify both individual and place-based factors associated with health outcomes within large metropolitan, small/medium metropolitan, and nonmetropolitan areas. Discusses disparities in the working adult population and how county characteristics contribute to rural and urban gaps.
Author(s): Brandon Restrepo, Elizabeth A. Dobis, Sarah A. Low, Kelsey L. Thomas
Citation: Economics & Human Biology, 62
Date: 09/2026
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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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State of Oral Health in America: Key Findings from 2026
Details the findings of a survey that aims to identify gaps in dental coverage, barriers to care, and areas that have worse overall oral health outcomes across the country. Compares metro and nonmetro areas by dental insurance coverage, adult dental visits, and overall oral health.
Date: 08/2026
Sponsoring organization: CareQuest Institute for Oral Health
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Details the findings of a survey that aims to identify gaps in dental coverage, barriers to care, and areas that have worse overall oral health outcomes across the country. Compares metro and nonmetro areas by dental insurance coverage, adult dental visits, and overall oral health.
Date: 08/2026
Sponsoring organization: CareQuest Institute for Oral Health
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Rural–Urban Differences in Excessive Alcohol Use and Select Mental Health Conditions
Explores the differences in alcohol use by people with self-reported mental health conditions in rural and urban areas using 2021-2022 National Survey on Drug Use and Health (NSDUH) data. Breaks down data by demographic markers, such as education level, employment, and health insurance status, among others. Compares alcohol use and mental health data by large urban, small urban, and rural areas.
Author(s): Taryn Farrell, Cassie Odahowski, Emma Boswell, et al.
Citation: Journal of Rural Health, 42(3), e70209
Date: 08/2026
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Explores the differences in alcohol use by people with self-reported mental health conditions in rural and urban areas using 2021-2022 National Survey on Drug Use and Health (NSDUH) data. Breaks down data by demographic markers, such as education level, employment, and health insurance status, among others. Compares alcohol use and mental health data by large urban, small urban, and rural areas.
Author(s): Taryn Farrell, Cassie Odahowski, Emma Boswell, et al.
Citation: Journal of Rural Health, 42(3), e70209
Date: 08/2026
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Mandatory Value-Based Payment Programs and Hospital Administrative Costs
Explores the association between hospital participation in mandatory value-based payment programs and hospital administrative costs. Analyzes Medicare cost report data from 2006 to 2020 to examine hospital administrative costs before and during implementation of four mandatory programs: the Hospital Value-Based Purchasing (HVBP) program, the Hospital Readmissions Reduction Program (HRRP), the Hospital-Acquired Condition Reduction Program (HACRP), and the Comprehensive Care for Joint Replacement (CJR) model. Compares data from participating hospitals to data from nonparticipating hospitals, including general acute care hospitals in Maryland that were paid under Maryland's all-payer model, Critical Access Hospitals, and long-term care hospitals.
Author(s): Zehui Zhou, Jason D. Buxbaum, Andrew M. Ryan
Citation: JAMA Health Forum, 7(8), e262503
Date: 08/2026
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Explores the association between hospital participation in mandatory value-based payment programs and hospital administrative costs. Analyzes Medicare cost report data from 2006 to 2020 to examine hospital administrative costs before and during implementation of four mandatory programs: the Hospital Value-Based Purchasing (HVBP) program, the Hospital Readmissions Reduction Program (HRRP), the Hospital-Acquired Condition Reduction Program (HACRP), and the Comprehensive Care for Joint Replacement (CJR) model. Compares data from participating hospitals to data from nonparticipating hospitals, including general acute care hospitals in Maryland that were paid under Maryland's all-payer model, Critical Access Hospitals, and long-term care hospitals.
Author(s): Zehui Zhou, Jason D. Buxbaum, Andrew M. Ryan
Citation: JAMA Health Forum, 7(8), e262503
Date: 08/2026
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Lung Cancer Screening Access and Cancer Stage at Diagnosis Among American Indian and White Patients
Examines the association between geographic access to low-dose computed tomography (LDCT) lung cancer screening facilities and stage at diagnosis among American Indians and Alaska Natives (AI/AN) and non-Hispanic White (NHW) adults in North Carolina. Utilizes 2016-2020 cancer registry and health insurance claims data to analyze 18,154 lung cancer patients according to distance to nearest LDCT, sociodemographic variables, and geography.
Author(s): Bradford E. Jackson, Madison Uhrin, Stephanie B. Wheeler, et al.
Citation: Journal of Rural Health, 42(3), e70207
Date: 08/2026
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Examines the association between geographic access to low-dose computed tomography (LDCT) lung cancer screening facilities and stage at diagnosis among American Indians and Alaska Natives (AI/AN) and non-Hispanic White (NHW) adults in North Carolina. Utilizes 2016-2020 cancer registry and health insurance claims data to analyze 18,154 lung cancer patients according to distance to nearest LDCT, sociodemographic variables, and geography.
Author(s): Bradford E. Jackson, Madison Uhrin, Stephanie B. Wheeler, et al.
Citation: Journal of Rural Health, 42(3), e70207
Date: 08/2026
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Impact of School Rurality on Fruit and Vegetable Selection Differs by Sex and Eating Duration for Arizona Schools
Analyzes how fruit and vegetable selection, consumption, and waste vary by rurality, sex, and eating duration in Arizona schools. Uses data collected in Arizona elementary, middle, and high schools between 2017 and 2019.
Author(s): Mary Curnutte, Alaina L. Pearce, Marc Adams, Traci Grgich, Meg Bruening
Citation: Journal of Rural Health, 42(3), e70208
Date: 08/2026
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Analyzes how fruit and vegetable selection, consumption, and waste vary by rurality, sex, and eating duration in Arizona schools. Uses data collected in Arizona elementary, middle, and high schools between 2017 and 2019.
Author(s): Mary Curnutte, Alaina L. Pearce, Marc Adams, Traci Grgich, Meg Bruening
Citation: Journal of Rural Health, 42(3), e70208
Date: 08/2026
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