Rural Health
Resources by Topic: Statistics and data
Examining Differences in Rural and Urban Medicare FFS Beneficiaries' Emergency Department Use Before and During Covid
Results of a study describing changes from 2018-2022 in emergency department use among rural and urban Medicare Fee-for-Service (FFS) beneficiaries. Features statistics including patient demographics, primary diagnoses, and admission sources, with breakdowns by urban and rural areas.
Author(s): Alana Knudson, Craig D. Holden, Marilyn Klug, Tricia Stauffer, Shena Popat
Date: 01/2025
Sponsoring organization: ETSU/NORC Rural Health Research Center
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Results of a study describing changes from 2018-2022 in emergency department use among rural and urban Medicare Fee-for-Service (FFS) beneficiaries. Features statistics including patient demographics, primary diagnoses, and admission sources, with breakdowns by urban and rural areas.
Author(s): Alana Knudson, Craig D. Holden, Marilyn Klug, Tricia Stauffer, Shena Popat
Date: 01/2025
Sponsoring organization: ETSU/NORC Rural Health Research Center
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Lessons from the Pandemic: Relationship Between Patient Visits and Patient Length of Stay in California's Health System
Examines impacts of the COVID-19 pandemic on patient utilization of California hospitals. Analyzes 2019-2021 COVID-19 cases, mortality, patient length of stay (LOS), and more in 56 California counties, with rural versus urban comparisons.
Author(s): David D. Cho, Yu Wang
Citation: Health Research Policy and Systems, 23, 11
Date: 01/2025
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Examines impacts of the COVID-19 pandemic on patient utilization of California hospitals. Analyzes 2019-2021 COVID-19 cases, mortality, patient length of stay (LOS), and more in 56 California counties, with rural versus urban comparisons.
Author(s): David D. Cho, Yu Wang
Citation: Health Research Policy and Systems, 23, 11
Date: 01/2025
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Mobile Health Clinics in a Rural Setting: A Cost Analysis and Time Motion Study of La Clínica in Oregon, United States
Evaluates provider time allocation and retrospective economic cost of nurse practitioner (NP) and community health worker (CHW) services through La Clínica, a Mobile Health Clinic (MHC) intervention in rural Oregon. Discusses populations served by La Clínica, including people experiencing homelessness, Native Americans, and migrant and seasonal farmworkers. Provides data on program costs and NP and CHW time use by task type and population subgroup.
Author(s): Abigail Higgins, Middy Tilghman, Tracy Kuo Lin
Citation: BMC Health Services Research, 25, 97
Date: 01/2025
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Evaluates provider time allocation and retrospective economic cost of nurse practitioner (NP) and community health worker (CHW) services through La Clínica, a Mobile Health Clinic (MHC) intervention in rural Oregon. Discusses populations served by La Clínica, including people experiencing homelessness, Native Americans, and migrant and seasonal farmworkers. Provides data on program costs and NP and CHW time use by task type and population subgroup.
Author(s): Abigail Higgins, Middy Tilghman, Tracy Kuo Lin
Citation: BMC Health Services Research, 25, 97
Date: 01/2025
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Impact of the Medicare Improvements for Patients And Providers Act on Mental Health Service Utilization And Spending among Older Adults
Examines the impact of the Medicare Improvements for Patients and Providers Act (MIPPA) on outpatient mental healthcare utilization. Utilizes 2008-2017 Medicare claims and administrative data to analyze MIPPA in a pre-implementation phase as well as 4 post-implementation phases. Includes data on mental healthcare outpatient visits by age group, race, dual eligibility status, substance use disorder, comorbidities, and urban, large rural, small rural, or isolated rural location.
Author(s): Matt Toth, Brent Gibbons, Abbie Levinson, et al.
Date: 01/2025
Sponsoring organization: HHS Office of the Assistant Secretary for Planning and Evaluation
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Examines the impact of the Medicare Improvements for Patients and Providers Act (MIPPA) on outpatient mental healthcare utilization. Utilizes 2008-2017 Medicare claims and administrative data to analyze MIPPA in a pre-implementation phase as well as 4 post-implementation phases. Includes data on mental healthcare outpatient visits by age group, race, dual eligibility status, substance use disorder, comorbidities, and urban, large rural, small rural, or isolated rural location.
Author(s): Matt Toth, Brent Gibbons, Abbie Levinson, et al.
Date: 01/2025
Sponsoring organization: HHS Office of the Assistant Secretary for Planning and Evaluation
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Postpartum Health Care Use in Medicaid During the COVID-19 Public Health Emergency: Implications for Extending Postpartum Coverage
Examines the impact of Medicaid continuous enrollment during the COVID-19 public health emergency (PHE) on postpartum healthcare utilization. Utilizes 2018-2023 claims data from the Centers for Medicare and Medicaid Services (CMS) Transformed Medicaid Statistical Information System (T-MSIS) to analyze a pre-PHE versus PHE cohort of women. Includes healthcare utilization data with breakdowns according to age, race/ethnicity, eligibility group (Medicaid or other form), rural versus urban location, maternity care desert status, severe maternal morbidity and/or chronic health condition, postpartum month, and state.
Author(s): Amelia Whitman, Anupama Warrier, Sarah Gordon, et al.
Date: 01/2025
Sponsoring organization: HHS Office of the Assistant Secretary for Planning and Evaluation
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Examines the impact of Medicaid continuous enrollment during the COVID-19 public health emergency (PHE) on postpartum healthcare utilization. Utilizes 2018-2023 claims data from the Centers for Medicare and Medicaid Services (CMS) Transformed Medicaid Statistical Information System (T-MSIS) to analyze a pre-PHE versus PHE cohort of women. Includes healthcare utilization data with breakdowns according to age, race/ethnicity, eligibility group (Medicaid or other form), rural versus urban location, maternity care desert status, severe maternal morbidity and/or chronic health condition, postpartum month, and state.
Author(s): Amelia Whitman, Anupama Warrier, Sarah Gordon, et al.
Date: 01/2025
Sponsoring organization: HHS Office of the Assistant Secretary for Planning and Evaluation
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Rural–Urban Disparities in State-Level Diabetes Prevalence Among US Adults, 2021
Analyzes diabetes disparities among rural and urban populations in 41 states in the U.S. Utilizes 2021 Behavioral Risk Factor Surveillance System data to examine rural versus urban disparities and odds ratios (OR) for diabetes in different states.
Author(s): Olga Khavjou, Zohra Tayebali, Pyone Cho, Kristopher Myers, Ping Zhang
Citation: Preventing Chronic Disease, 21
Date: 01/2025
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Analyzes diabetes disparities among rural and urban populations in 41 states in the U.S. Utilizes 2021 Behavioral Risk Factor Surveillance System data to examine rural versus urban disparities and odds ratios (OR) for diabetes in different states.
Author(s): Olga Khavjou, Zohra Tayebali, Pyone Cho, Kristopher Myers, Ping Zhang
Citation: Preventing Chronic Disease, 21
Date: 01/2025
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A Rural-Urban Analysis of Buprenorphine Therapy During and After Pregnancy Among the Commercially Insured
Explores the use of evidence-based buprenorphine treatment and adherence during the peri-pregnancy period among commercially insured individuals by rurality. Analyzes data on 1,331,040 people between 15 and 44 years-old with diagnosis codes for pregnancy and labor/delivery from January 1, 2015, to December 31, 2019.
Author(s): KariLynn Dowling-McClay, Bill Brooks, Daniel Krauss, et al.
Date: 01/2025
Sponsoring organization: ETSU/NORC Rural Health Research Center
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Explores the use of evidence-based buprenorphine treatment and adherence during the peri-pregnancy period among commercially insured individuals by rurality. Analyzes data on 1,331,040 people between 15 and 44 years-old with diagnosis codes for pregnancy and labor/delivery from January 1, 2015, to December 31, 2019.
Author(s): KariLynn Dowling-McClay, Bill Brooks, Daniel Krauss, et al.
Date: 01/2025
Sponsoring organization: ETSU/NORC Rural Health Research Center
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Projecting the Impact of the $2,000 Part D Out-Of-Pocket Cap for Medicare Part D Enrollees with High Prescription Drug Spending
Examines the impact of the Medicare Part D $2,000 cap on out-of-pocket prescription drugs. Provides projected savings according to low-income subsidy (LIS) status, state, and demographic characteristics, including urban, rural-micropolitan, rural-other, or unclassified geographic location.
Date: 01/2025
Sponsoring organization: HHS Office of the Assistant Secretary for Planning and Evaluation
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Examines the impact of the Medicare Part D $2,000 cap on out-of-pocket prescription drugs. Provides projected savings according to low-income subsidy (LIS) status, state, and demographic characteristics, including urban, rural-micropolitan, rural-other, or unclassified geographic location.
Date: 01/2025
Sponsoring organization: HHS Office of the Assistant Secretary for Planning and Evaluation
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Behavioral Health Crisis Services Billed to Commercial Insurance, Medicaid, and Medicare
Examines the extent to which three specific crisis service billing codes are used by commercial payors, Medicaid, and Medicare in 2020 in the 11 states and District of Columbia that cover these services in their Medicaid fee-for-service plans. Compares the rate of crisis service claims by state, rurality, and provider type.
Author(s): Crystal Blyler, Amy Edmonds, Allison Wishon, et al.
Date: 01/2025
Sponsoring organizations: HHS Office of the Assistant Secretary for Planning and Evaluation, Mathematica
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Examines the extent to which three specific crisis service billing codes are used by commercial payors, Medicaid, and Medicare in 2020 in the 11 states and District of Columbia that cover these services in their Medicaid fee-for-service plans. Compares the rate of crisis service claims by state, rurality, and provider type.
Author(s): Crystal Blyler, Amy Edmonds, Allison Wishon, et al.
Date: 01/2025
Sponsoring organizations: HHS Office of the Assistant Secretary for Planning and Evaluation, Mathematica
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The State of Rural Minnesota: 2025
Presents an overview of rural Minnesota. Includes interactive county-level data and statistics on population migration, economic vitality, employment, income, race/ethnicity, rural versus urban comparisons, and more.
Additional links: Webinar: Interconnected, Shifting Landscapes – Understanding Migration Patterns in Minnesota, Webinar: What's going on in Greater Minnesota? – State of Rural
Author(s): Kelly Asche, Marnie Werner
Date: 01/2025
Sponsoring organization: Center for Rural Policy and Development
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Presents an overview of rural Minnesota. Includes interactive county-level data and statistics on population migration, economic vitality, employment, income, race/ethnicity, rural versus urban comparisons, and more.
Additional links: Webinar: Interconnected, Shifting Landscapes – Understanding Migration Patterns in Minnesota, Webinar: What's going on in Greater Minnesota? – State of Rural
Author(s): Kelly Asche, Marnie Werner
Date: 01/2025
Sponsoring organization: Center for Rural Policy and Development
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