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Rural Health
Resources by Topic: County-by-county data

Oregon's Child Care Deserts 2022: Mapping Supply by Age Group and Percentage of Publicly Funded Slots
Report explores child care access in Oregon. Highlights counties classified as "child care deserts" across the state. Details the different availability of child care for different age groups and depicts that data on county-level maps.
Additional links: Infographic
Date: 05/2023
Sponsoring organization: Oregon State University College of Public Health and Human Sciences
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County-Level Geographic Disparities in Disabilities Among US Adults, 2018
Provides county-level estimates of 6 types of disability including hearing, vision, cognition, mobility, self-care, and independent living. Utilizes geocoded 2018 Behavioral Risk Factor Surveillance System data, Census 2018 county-level population estimates, and American Community Survey 2014-2018 poverty estimates to provide U.S. county-level maps showing percentage of disability and cluster patterns.
Author(s): Hua Lu, Yan Wang, Yong Liu, et al.
Citation: Preventing Chronic Disease, 20
Date: 05/2023
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Cervical Cancer in Arkansas Update
Offers surveillance data for cervical cancer in Arkansas. Discusses risk factors, screening recommendations, mortality, vaccination, and Arkansas-specific trends over time. Includes county-level data and rural and urban comparisons.
Author(s): Daniela Ramirez Aguilar
Date: 04/2023
Sponsoring organization: Arkansas Department of Health
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Bridging The Gap CoC: Homeless Point-in-Time Count January 22, 2023
Report offering point-in-time data on the homeless population in rural Hawaii counties. Discusses trends over time for various populations including veterans, children, families, people with substance use disorder, various race and ethnicities, and more. Dashboard allows for manipulating data between 2015 and 2023. 2021 data was not gathered due to COVID-19.
Additional links: Dashboard
Date: 04/2023
Sponsoring organizations: Bridging the Gap, Ka Mana O Na Helu
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Assessing the Accuracy of California County Level COVID-19 Hospitalization Forecasts to Inform Public Policy Decision Making
Evaluates model performance and accuracy regarding the forecasting of infectious diseases by retroactively examining COVID-19 forecasting in California counties. Utilizes archived forecasts from the California Department of Public Health's California COVID Assessment Tool to analyze the accuracy of forecasts referenced with actual COVID-19 hospitalization. Discusses issues related to model accuracy, such as local transmission trends, variant prevalence, and county population size, and how accurate forecasting is important for public health planning and policy.
Author(s): Lauren A. White, Ryan McCorvie, David Crow, Seema Jain, Tomás M. León
Citation: BMC Public Health 23, 782
Date: 04/2023
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Risk and Protective Factors for Vaping and Smoking Among High School Students in Maine
Examines risks and protective factors related to vaping and smoking among 17,651 high school students in Maine. Provides odds of vaping and smoking according to health and wellness behaviors, perceptions of substance use, and family support, as well as by demographic factors such as sex, race/ethnicity, sexual orientation, grade level, and county.
Author(s): Gabriel Tilton, Sara Huston, Pamela Albert
Citation: Preventing Chronic Disease, 20
Date: 04/2023
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Surveillance of the Initiation of, Participation in, and Completion of Cardiac Rehabilitation in Minnesota, 2017–2018
Analyzes cardiac rehabilitation (CR) disparities in Minnesota related to eligibility, initiation, participation, and completion of CR. Examines 12,937 Minnesota All Payer Claims Database members who qualified for CR, with data broken down by county, demographics, type of health insurance, comorbidities, social vulnerability, qualifying condition, rural-urban commuting area code, and more.
Author(s): James M. Peacock, Emily Styles, Sara Johnson, et al.
Citation: Preventing Chronic Disease, 20
Date: 04/2023
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Most Nonmetro Counties Had Fewer than 5 Restaurant Options per 1,000 People in 2019
Map showing nonmetro counties that has no restaurants, fewer than 2 restaurants per 1,000 people, fewer then 5, or 5 or more.
Date: 04/2023
Sponsoring organization: USDA Economic Research Service
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Missouri Nursing Education Programs
Provides information on nursing education programs in Missouri, including county-level maps showing location of education programs, location of healthcare facilities, and number of licensed practical nurses (LPNs) and registered nurses (RNs) per 10,000 people.
Date: 03/2023
Sponsoring organization: Missouri Health Care Workforce Project
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Measuring and Mapping Physical Activity Disparity (PAD) Index Based on Physical Activity Environment for Children
Uses the Physical Activity Disparity (PAD) index to measure accessibility, availability, accommodation, affordability, and acceptability for children's physical activity in the United States and the state of Georgia at the county level. PAD index identifies "play oases" and "play deserts" for children. Figure 3 shows the PAD index alongside rural and urban classifications.
Author(s): Jue Yang, Lan Mu, Janani Rajbhandari-Thapa
Citation: International Journal of Geo-Information, 12(3), 134
Date: 03/2023
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