Rural Health
Resources by Topic: Educational attainment
The Appalachian Region: A Data Overview from the 2019-2023 American Community Survey Chartbook
State- and county-level information on population, age, household characteristics, housing occupancy, education, labor force, employment, transportation, income, health insurance coverage, disability, and veteran status, for the 13 Appalachian states. Features statistics with breakdowns by 5 levels of population density. Includes data explorer options for Appalachian categories such as population and age, education, income and poverty, computer and broadband access, rural Appalachia versus rural America, and employment and commuting.
Additional links: Full Report
Author(s): Sara Srygley, Nurfadila Khairunnisa, Diana Elliott
Date: 06/2025
Sponsoring organizations: Appalachian Regional Commission, Population Reference Bureau
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State- and county-level information on population, age, household characteristics, housing occupancy, education, labor force, employment, transportation, income, health insurance coverage, disability, and veteran status, for the 13 Appalachian states. Features statistics with breakdowns by 5 levels of population density. Includes data explorer options for Appalachian categories such as population and age, education, income and poverty, computer and broadband access, rural Appalachia versus rural America, and employment and commuting.
Additional links: Full Report
Author(s): Sara Srygley, Nurfadila Khairunnisa, Diana Elliott
Date: 06/2025
Sponsoring organizations: Appalachian Regional Commission, Population Reference Bureau
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County Typology Codes
Presents county-level typology codes, comprising Economic Typology Codes based on the industrial composition of nonmetropolitan counties and Demographic Typology Codes based on demographic characteristics, such as employment, population, poverty, and others. Classifies all counties in the 50 U.S. States and Washington, D.C. for which data are available.
Date: 04/2025
Sponsoring organization: USDA Economic Research Service
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Presents county-level typology codes, comprising Economic Typology Codes based on the industrial composition of nonmetropolitan counties and Demographic Typology Codes based on demographic characteristics, such as employment, population, poverty, and others. Classifies all counties in the 50 U.S. States and Washington, D.C. for which data are available.
Date: 04/2025
Sponsoring organization: USDA Economic Research Service
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2025 North Carolina Rural Health Snapshot
Presents data on rural North Carolina demographics, health information, and healthcare infrastructure. Offers statistics on issues including food access, income, healthcare coverage, maternal health, behavioral health, housing, internet access, and more. Features a county-level map with shadings showing rural and urban or suburban counties.
Date: 2025
Sponsoring organizations: Foundation for Health Leadership & Innovation, North Carolina Rural Health Association
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Presents data on rural North Carolina demographics, health information, and healthcare infrastructure. Offers statistics on issues including food access, income, healthcare coverage, maternal health, behavioral health, housing, internet access, and more. Features a county-level map with shadings showing rural and urban or suburban counties.
Date: 2025
Sponsoring organizations: Foundation for Health Leadership & Innovation, North Carolina Rural Health Association
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Poverty in Rural Arizona
Data visualization on poverty in Arizona by county and rural or urban location, utilizing 2022 American Community Survey 5-year estimate data. Data may be further sorted by demographic, including age, education, employment, and race.
Author(s): B Koch, C Drake, S Coates
Date: 12/2024
Sponsoring organization: Arizona Center for Rural Health
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Data visualization on poverty in Arizona by county and rural or urban location, utilizing 2022 American Community Survey 5-year estimate data. Data may be further sorted by demographic, including age, education, employment, and race.
Author(s): B Koch, C Drake, S Coates
Date: 12/2024
Sponsoring organization: Arizona Center for Rural Health
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The Loss of Rural Vital Places: A Case Study Using the Social Determinants of Health Framework
Interviews 26 residents of a rural Pennsylvania town to explore the impact of the loss of vital places (defined as sources of healthy food, recreational facilities, and social spaces) through a social determinants of health lens. Discusses built environments, economic stability, education, and transportation and their impacts on health and wellbeing.
Author(s): Danielle Rhubart, Jennifer Kowalkowski, Hazel Velasco Palacios, Kristina Brant
Citation: Wellbeing, Space and Society, 7
Date: 12/2024
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Interviews 26 residents of a rural Pennsylvania town to explore the impact of the loss of vital places (defined as sources of healthy food, recreational facilities, and social spaces) through a social determinants of health lens. Discusses built environments, economic stability, education, and transportation and their impacts on health and wellbeing.
Author(s): Danielle Rhubart, Jennifer Kowalkowski, Hazel Velasco Palacios, Kristina Brant
Citation: Wellbeing, Space and Society, 7
Date: 12/2024
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High School Graduates for Nonmetropolitan Counties
Printable map that shows the percent of population attaining at least a high school graduate education or equivalent by county. Data source: U.S. Census Bureau, ACS 5-year estimates.
Date: 12/2024
Sponsoring organization: Rural Health Information Hub
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Printable map that shows the percent of population attaining at least a high school graduate education or equivalent by county. Data source: U.S. Census Bureau, ACS 5-year estimates.
Date: 12/2024
Sponsoring organization: Rural Health Information Hub
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Residential Instability, Neighborhood Deprivation, and Outcomes for Children
Examines the effects of residential instability and neighborhood deprivation on children's educational outcomes via an analysis of North Carolina births, lead testing, and standardized testing score data. Includes data on differences in study outcomes based on movement between rural and urban areas.
Author(s): Mercedes A. Bravo, Dominique Zephyr, Marie Lynn Miranda
Citation: BMC Public Health, 24, 3343
Date: 11/2024
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Examines the effects of residential instability and neighborhood deprivation on children's educational outcomes via an analysis of North Carolina births, lead testing, and standardized testing score data. Includes data on differences in study outcomes based on movement between rural and urban areas.
Author(s): Mercedes A. Bravo, Dominique Zephyr, Marie Lynn Miranda
Citation: BMC Public Health, 24, 3343
Date: 11/2024
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Ten Americas: A Systematic Analysis of Life Expectancy Disparities in the USA
Evaluates life expectancy disparities among 10 population groups based on geography, race, urbanicity, income, and homicide data between 2000 and 2021. Includes analysis of the Black, low-income population in nonmetropolitan counties in the South by age, sex, and educational attainment.
Author(s): Laura Dwyer-Lindgren, Mathew M. Baumann, Zhuochen Li, et al.
Citation: The Lancet, 404(10469), 2299-2313
Date: 11/2024
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Evaluates life expectancy disparities among 10 population groups based on geography, race, urbanicity, income, and homicide data between 2000 and 2021. Includes analysis of the Black, low-income population in nonmetropolitan counties in the South by age, sex, and educational attainment.
Author(s): Laura Dwyer-Lindgren, Mathew M. Baumann, Zhuochen Li, et al.
Citation: The Lancet, 404(10469), 2299-2313
Date: 11/2024
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Environmental Inequality in Estimated Cancer Risk from Airborne Toxic Exposure across United States Communities from 2011 to 2019
Examines disparities in cancer risk due to airborne toxic exposure at the census tract level, utilizing American Community Survey, NATA, and AirToxScreen data sets. Breaks down cancer risk data in rural, suburban, and urban census tracts by race, educational attainment, and median household income, with year-by-year comparisons for the period 2011-2019.
Author(s): Patrick Hurbain, Matthew J. Strickland, Yan Liu, Dingsheng Li
Citation: Environmental Science & Technology, 58(43), 19115-19127
Date: 10/2024
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Examines disparities in cancer risk due to airborne toxic exposure at the census tract level, utilizing American Community Survey, NATA, and AirToxScreen data sets. Breaks down cancer risk data in rural, suburban, and urban census tracts by race, educational attainment, and median household income, with year-by-year comparisons for the period 2011-2019.
Author(s): Patrick Hurbain, Matthew J. Strickland, Yan Liu, Dingsheng Li
Citation: Environmental Science & Technology, 58(43), 19115-19127
Date: 10/2024
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Socioeconomic and Urban-Rural Disparities in Genome-Matched Treatment Receipt and Survival after Genomic Tumor Testing
Analyzes social advantage in cancer treatment and the relationship to genome-matched treatment and survival rate. Utilizes data from 1,258 patients participating in the Maine Cancer Genomics Initiative with breakdowns according to education, income, and urban, large rural, or small/isolated rural location.
Author(s): Jessica F. DiBiase, Elizabeth Scharnetzki, Emily Edelman, et al.
Citation: JNCI Cancer Spectrum, 8(5)
Date: 09/2024
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Analyzes social advantage in cancer treatment and the relationship to genome-matched treatment and survival rate. Utilizes data from 1,258 patients participating in the Maine Cancer Genomics Initiative with breakdowns according to education, income, and urban, large rural, or small/isolated rural location.
Author(s): Jessica F. DiBiase, Elizabeth Scharnetzki, Emily Edelman, et al.
Citation: JNCI Cancer Spectrum, 8(5)
Date: 09/2024
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