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 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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Can Schools Detect Mild Hearing Loss? Evaluating Screening Accuracy and Feasibility
Examines the feasibility of accurate screening for mild hearing loss in rural Alaska. Analyzes results of screening 318 children with two pure-tone hearing screening levels and discusses the importance of accurate and reliable screening methods in rural schools.
Author(s): Samantha Kleindienst Robler, Jasmine Stewart, Christina Reaves, et al.
Citation: International Journal of Pediatric Otorhinolaryngology, 207, 112849
Date: 08/2026
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Examines the feasibility of accurate screening for mild hearing loss in rural Alaska. Analyzes results of screening 318 children with two pure-tone hearing screening levels and discusses the importance of accurate and reliable screening methods in rural schools.
Author(s): Samantha Kleindienst Robler, Jasmine Stewart, Christina Reaves, et al.
Citation: International Journal of Pediatric Otorhinolaryngology, 207, 112849
Date: 08/2026
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Unequal Paths to Care: How Region, Rurality, and Deprivation Determine Transport to Verified Trauma Centers among the Critically Injured
Examines the relationship among rurality, area deprivation index (ADI), and trauma center transport of critically injured patients. Utilizes 2018-2022 National Emergency Medical Services Information System data from 36,897,269 critically injured patients and analyzes rural versus urban transport to a trauma center, region of the country, and ADI.
Author(s): Amani Sampson, Edward Helderop, Tokoya Williams, et al.
Citation: Surgery, 196, 110232
Date: 08/2026
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Examines the relationship among rurality, area deprivation index (ADI), and trauma center transport of critically injured patients. Utilizes 2018-2022 National Emergency Medical Services Information System data from 36,897,269 critically injured patients and analyzes rural versus urban transport to a trauma center, region of the country, and ADI.
Author(s): Amani Sampson, Edward Helderop, Tokoya Williams, et al.
Citation: Surgery, 196, 110232
Date: 08/2026
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Young Adult Urbanicity, Late Midlife Neighborhood Disadvantage, and Cognitive Functioning in Community-Dwelling Older Men
Examines the impact of geography and neighborhood socioeconomics on cognitive function in older men. Analyzes data of cognitive performance from 881 community-dwelling men with additional breakdowns according to demographic variables, rural versus urban location, and area disadvantage index (ADI).
Author(s): Rongxiang Tang, Asad Beck, Daniel E Gustavson, et al.
Citation: The Journals of Gerontology: Series B, 81(8)
Date: 08/2026
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Examines the impact of geography and neighborhood socioeconomics on cognitive function in older men. Analyzes data of cognitive performance from 881 community-dwelling men with additional breakdowns according to demographic variables, rural versus urban location, and area disadvantage index (ADI).
Author(s): Rongxiang Tang, Asad Beck, Daniel E Gustavson, et al.
Citation: The Journals of Gerontology: Series B, 81(8)
Date: 08/2026
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A Profile of Dual-Eligible Individuals
Presents data on the demographic, socioeconomic, and health characteristics of dual-eligible individuals in 2023. Compares dual-eligible individuals' characteristics with those of Medicare beneficiaries without Medicaid. Includes data on urban and rural residence.
Author(s): Abby Wolk, Nancy Ochieng, Jeannie Fuglesten Biniek, Alice Burns
Date: 07/2026
Sponsoring organization: KFF
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Presents data on the demographic, socioeconomic, and health characteristics of dual-eligible individuals in 2023. Compares dual-eligible individuals' characteristics with those of Medicare beneficiaries without Medicaid. Includes data on urban and rural residence.
Author(s): Abby Wolk, Nancy Ochieng, Jeannie Fuglesten Biniek, Alice Burns
Date: 07/2026
Sponsoring organization: KFF
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The Change Club Intervention: 2-Year Impacts from a Cluster-Randomized Trial in Rural Communities in New York and Texas
Examines the impact of Change Club, a community-focused intervention implemented in New York and Texas that promotes physical activity and healthful nutrition. Examines the impact of a civic engagement curriculum targeting built environment on participant health behaviors and outcomes.
Author(s): Rebecca A. Seguin-Fowler, Karla L. Hanson, Galen D. Eldridge et al.
Citation: Frontiers in Public Health, 14
Date: 07/2026
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Examines the impact of Change Club, a community-focused intervention implemented in New York and Texas that promotes physical activity and healthful nutrition. Examines the impact of a civic engagement curriculum targeting built environment on participant health behaviors and outcomes.
Author(s): Rebecca A. Seguin-Fowler, Karla L. Hanson, Galen D. Eldridge et al.
Citation: Frontiers in Public Health, 14
Date: 07/2026
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Veteran Satisfaction With Lung Cancer Screening Care: A Cross-Sectional Evaluation
Examines how satisfaction with lung cancer screening varied among rural and nonrural veterans receiving care at Veterans Affairs Medical Centers between 2018 and 2021, using survey data of 689 veterans. Includes data on how other demographic and clinical factors, including smoking status, influence satisfaction with care.
Author(s): Jennifer A. Lewis, Amber J. Hackstadt, Kathryn D. Snyder, et al.
Citation: Medical Care
Date: 07/2026
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Examines how satisfaction with lung cancer screening varied among rural and nonrural veterans receiving care at Veterans Affairs Medical Centers between 2018 and 2021, using survey data of 689 veterans. Includes data on how other demographic and clinical factors, including smoking status, influence satisfaction with care.
Author(s): Jennifer A. Lewis, Amber J. Hackstadt, Kathryn D. Snyder, et al.
Citation: Medical Care
Date: 07/2026
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MedPAC Data Book: Health Care Spending and the Medicare Program, 2026
Provides an overview of Medicare spending and highlights data on Medicare beneficiary demographics, dual-eligible beneficiaries, quality of care provided through the Medicare program, and other payer liability. Examines settings of care, including rural-specific provider sites, as they relate to spending, access to care, and Medicare and operating margins. Compares rural and urban beneficiaries and providers throughout. Chart 6-2 addresses rural hospital closures and Rural Emergency Hospital conversions.
Date: 07/2026
Sponsoring organization: Medicare Payment Advisory Commission
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Provides an overview of Medicare spending and highlights data on Medicare beneficiary demographics, dual-eligible beneficiaries, quality of care provided through the Medicare program, and other payer liability. Examines settings of care, including rural-specific provider sites, as they relate to spending, access to care, and Medicare and operating margins. Compares rural and urban beneficiaries and providers throughout. Chart 6-2 addresses rural hospital closures and Rural Emergency Hospital conversions.
Date: 07/2026
Sponsoring organization: Medicare Payment Advisory Commission
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