Rural Health
Resources by Topic: Rural-urban differences
Pennsylvania SNAP Enrollment as Percent of Population, by County: September 2022
County-level map with percentages of SNAP enrollment and shadings indicating counties that are at or below the statewide rate and those that are above the statewide rate. Includes statistics on Pennsylvania SNAP enrollment by year from 2012-2022, with breakdowns by urban and rural location.
Date: 09/2022
Sponsoring organization: Center for Rural Pennsylvania
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County-level map with percentages of SNAP enrollment and shadings indicating counties that are at or below the statewide rate and those that are above the statewide rate. Includes statistics on Pennsylvania SNAP enrollment by year from 2012-2022, with breakdowns by urban and rural location.
Date: 09/2022
Sponsoring organization: Center for Rural Pennsylvania
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Configuration and Delivery of Primary Care in Rural and Urban Settings
Compares structure, capabilities, and payment reform participation of isolated, small town, micropolitan, and metropolitan physician practices. Features statistics on characteristics of physician practices, Medicare beneficiaries, and beneficiary utilization in 2017, with breakdowns by rurality.
Author(s): Taressa K. Fraze, Valerie A. Lewis, Andrew Wood, Helen Newton, Carrie H. Colla
Citation: Journal of General Internal Medicine, 37(12), 3045-3053
Date: 09/2022
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Compares structure, capabilities, and payment reform participation of isolated, small town, micropolitan, and metropolitan physician practices. Features statistics on characteristics of physician practices, Medicare beneficiaries, and beneficiary utilization in 2017, with breakdowns by rurality.
Author(s): Taressa K. Fraze, Valerie A. Lewis, Andrew Wood, Helen Newton, Carrie H. Colla
Citation: Journal of General Internal Medicine, 37(12), 3045-3053
Date: 09/2022
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Impact of Social Vulnerability on Comorbid Cancer and Cardiovascular Disease Mortality in the United States
Examines racial and social disparities as related to cancer and cardiovascular disease (CVD) mortality. Utilizes 2015-2019 data from the Centers for Disease Control and Prevention (CDC) Wide-Ranging Online Data for Epidemiologic Research (WONDER) database to analyze mortality rates and 2014-2018 data from the CDC's Agency for Toxic Substances and Disease Registry to estimate the respective county-level social vulnerability index (SVI). Includes demographic breakdowns of mortality rates according to age, sex, race/ethnicity, and large metropolitan, medium small metropolitan, or micropolitan/noncore (nonmetropolitan) location.
Author(s): Sarju Ganatra, Sourbha S. Dani, Ashish Kumar, et al.
Citation: Journal of American College of Cardiology: CardioOncology, 4(3), 326-337
Date: 09/2022
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Examines racial and social disparities as related to cancer and cardiovascular disease (CVD) mortality. Utilizes 2015-2019 data from the Centers for Disease Control and Prevention (CDC) Wide-Ranging Online Data for Epidemiologic Research (WONDER) database to analyze mortality rates and 2014-2018 data from the CDC's Agency for Toxic Substances and Disease Registry to estimate the respective county-level social vulnerability index (SVI). Includes demographic breakdowns of mortality rates according to age, sex, race/ethnicity, and large metropolitan, medium small metropolitan, or micropolitan/noncore (nonmetropolitan) location.
Author(s): Sarju Ganatra, Sourbha S. Dani, Ashish Kumar, et al.
Citation: Journal of American College of Cardiology: CardioOncology, 4(3), 326-337
Date: 09/2022
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Changes in the Supply and Rural-Urban Distribution of Psychologists in the U.S., 2014-2021
Describes the distribution of psychologists in U.S. counties by rural or urban location and census division. Features statistics with breakdowns by 6 levels of population density and by year. Includes county-level map showing change in psychologists per 100,000 population in rural counties, from 2014-2021.
Author(s): C.H.A. Andrilla, S.C. Woolcock, L.A. Garberson, D.G. Patterson
Date: 09/2022
Sponsoring organization: WWAMI Rural Health Research Center
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Describes the distribution of psychologists in U.S. counties by rural or urban location and census division. Features statistics with breakdowns by 6 levels of population density and by year. Includes county-level map showing change in psychologists per 100,000 population in rural counties, from 2014-2021.
Author(s): C.H.A. Andrilla, S.C. Woolcock, L.A. Garberson, D.G. Patterson
Date: 09/2022
Sponsoring organization: WWAMI Rural Health Research Center
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Urban–Rural Disparities in Diabetes-Related Mortality in the USA 1999–2019
Examines 20-year trends in diabetes-related mortality in urban and rural areas in the United States. Analyzes 6,598,281 death certificates that name diabetes mellitus as an underlying or contributing cause of death between 1999 and 2019, utilizing the Centers for Disease Control and Prevention Wide-ranging ONline Data for Epidemiologic Research (CDC WONDER) Multiple Cause of Death database. Includes demographic breakdowns of urban versus rural mortality data by sex, age, and race/ethnicity.
Author(s): Ofer Kobo, Harriette G. C. Van Spall, Mamas A. Mamas
Citation: Diabetologia, 65, 2078-2083
Date: 09/2022
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Examines 20-year trends in diabetes-related mortality in urban and rural areas in the United States. Analyzes 6,598,281 death certificates that name diabetes mellitus as an underlying or contributing cause of death between 1999 and 2019, utilizing the Centers for Disease Control and Prevention Wide-ranging ONline Data for Epidemiologic Research (CDC WONDER) Multiple Cause of Death database. Includes demographic breakdowns of urban versus rural mortality data by sex, age, and race/ethnicity.
Author(s): Ofer Kobo, Harriette G. C. Van Spall, Mamas A. Mamas
Citation: Diabetologia, 65, 2078-2083
Date: 09/2022
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Resident and Facility Factors Associated with High Risk of Discharge from Nursing Facilities, 2012-2017: Final Report
Presents findings on the relationship between live discharges and post-discharge outcomes. Identifies characteristics of nursing home residents at increased risk of facility-initiated live discharges and how these relationships vary across time, states, and facility types. Includes a comparison of discharges at urban and rural facilities.
Date: 09/2022
Sponsoring organizations: HHS Office of the Assistant Secretary for Planning and Evaluation, RTI International
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Presents findings on the relationship between live discharges and post-discharge outcomes. Identifies characteristics of nursing home residents at increased risk of facility-initiated live discharges and how these relationships vary across time, states, and facility types. Includes a comparison of discharges at urban and rural facilities.
Date: 09/2022
Sponsoring organizations: HHS Office of the Assistant Secretary for Planning and Evaluation, RTI International
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The State of the Rural Economy in Indiana
Provides an overview of the rural economy in Indiana and includes data on issues such as population, employment and income, education, housing, agriculture, transportation, broadband, immigration, quality of life, and more. Provides county-level economic and demographic data as well as rural versus urban comparisons. Features information on the impact of the COVID-19 pandemic.
Author(s): Srikant Devaraj, Dagney Faulk, Michael Hicks, et al.
Date: 09/2022
Sponsoring organizations: Ball State University, Center for Business and Economic Research
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Provides an overview of the rural economy in Indiana and includes data on issues such as population, employment and income, education, housing, agriculture, transportation, broadband, immigration, quality of life, and more. Provides county-level economic and demographic data as well as rural versus urban comparisons. Features information on the impact of the COVID-19 pandemic.
Author(s): Srikant Devaraj, Dagney Faulk, Michael Hicks, et al.
Date: 09/2022
Sponsoring organizations: Ball State University, Center for Business and Economic Research
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Examining the Burden of Public Stigma Associated with Mental Illness in the Rural United States
Policy brief documenting the burden of public stigma associated with mental illness in rural communities compared with nonrural areas. Features demographics and statistics on stigmatizing attitudes and beliefs with breakdowns by rurality, sex, and age.
Author(s): Michael Meit, Kate Beatty, Stephanie Mathis, Justin Kearley, Amy Wahlquist
Date: 09/2022
Sponsoring organization: ETSU/NORC Rural Health Research Center
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Policy brief documenting the burden of public stigma associated with mental illness in rural communities compared with nonrural areas. Features demographics and statistics on stigmatizing attitudes and beliefs with breakdowns by rurality, sex, and age.
Author(s): Michael Meit, Kate Beatty, Stephanie Mathis, Justin Kearley, Amy Wahlquist
Date: 09/2022
Sponsoring organization: ETSU/NORC Rural Health Research Center
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County-Level Sociodemographic Factors Associated with COVID-19 Incidence and Mortality in North and South Carolina
Explores associations of county-level characteristics with COVID-19 outcomes within North Carolina and South Carolina during the first 7 months of the pandemic. Features statistics including incidence and mortality rates, with breakdowns by rural and nonrural areas.
Author(s): Nicole Kniep, Thelma Achidi, Christy Flynn, et al.
Citation: North Carolina Medical Journal, 83(5), 366-374
Date: 09/2022
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Explores associations of county-level characteristics with COVID-19 outcomes within North Carolina and South Carolina during the first 7 months of the pandemic. Features statistics including incidence and mortality rates, with breakdowns by rural and nonrural areas.
Author(s): Nicole Kniep, Thelma Achidi, Christy Flynn, et al.
Citation: North Carolina Medical Journal, 83(5), 366-374
Date: 09/2022
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Receipt of Out-of-State Telemedicine Visits Among Medicare Beneficiaries During the COVID-19 Pandemic
Study examining out-of-state telemedicine utilization during the COVID-19 pandemic by Medicare beneficiaries from January to June 2021 based on Medicare fee-for-service claims. Presents patient characteristics, variation in out-of-state telemedicine by geography, and benefits of out-of-state telemedicine access for rural beneficiaries.
Author(s): Ateev Mehrotra, Haiden A. Huskamp, Alok Nimgaonkar, et al.
Citation: JAMA Health Forum, 3(9), e223013
Date: 09/2022
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Study examining out-of-state telemedicine utilization during the COVID-19 pandemic by Medicare beneficiaries from January to June 2021 based on Medicare fee-for-service claims. Presents patient characteristics, variation in out-of-state telemedicine by geography, and benefits of out-of-state telemedicine access for rural beneficiaries.
Author(s): Ateev Mehrotra, Haiden A. Huskamp, Alok Nimgaonkar, et al.
Citation: JAMA Health Forum, 3(9), e223013
Date: 09/2022
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