Rapid Response to Requests for Rural Data Analysis
Research Products & Journal Articles
Browse the full list of research publications from this Rural Health Research Center.
Products – Freely accessible products include policy briefs, fact sheets, full reports, chartbooks, and interactive data websites.
Journal Articles – Articles in peer-reviewed journals may require a subscription or affiliation with a subscribing library. For these publications, Gateway lists the article citation, a brief summary, a link to additional information and access to the full-text of the article, if available.
2025
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Medicare Advantage Enrollment Update 2024
Policy Brief
Date: 01/2025
This policy brief continues RUPRI Center's annual update of Medicare Advantage (MA) enrollment including the changes in enrollment in types of MA plans, and health policy changes that may have had an impact.
2024
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Changes in Rural Pharmacy Presence 2023
Policy Brief
Date: 08/2024
This data brief continues the RUPRI Center's series of reports exploring the availability of retail pharmacy services in rural areas of the U.S. It provides information on rural communities that have kept, lost, or gained a retail pharmacy between 2018 and 2023.
2023
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Medicare Advantage Enrollment Update 2023
Policy Brief
Date: 11/2023
This policy brief continues RUPRI Center's annual update of Medicare Advantage (MA) enrollment including the changes in enrollment in types of MA plans, and health policy changes that may have had an impact. -
Rural Emergency Hospital Map and Data
Date: 10/2023
This interactive map tracks hospitals that have converted to Rural Emergency Hospitals since January 2023. -
Suitability of Low-Volume Rural Emergency Departments to New Rural Emergency Hospital Designation
Journal Article
Date: 09/2023
The Rural Emergency Hospital is a new Medicare payment model that requires hospitals to focus on emergency, observation, and outpatient services in lieu of inpatient care. This study's exploratory objective was to examine care delivery from eligible hospitals to assess their fit with the new payment model. -
Distributional Analysis of Variation in Medicare Advantage Participation Within and Between Metropolitan, Micropolitan, and Noncore Counties
Policy Brief
Date: 08/2023
This brief identifies patterns and trends in Medicare Advantage participation (penetration rates, number of plans, and enrollment), both within and across metropolitan and nonmetropolitan counties. -
COVID-19 Vaccination Rates
Policy Brief
Date: 03/2023
This rural data brief provides a longitudinal examination of completion of primary COVID-19 vaccination series in the age-eligible population in metropolitan, micropolitan, and noncore counties. -
Medicare Advantage Enrollment Update 2022
Policy Brief
Date: 01/2023
The 2022 report continues the RUPRI Center's annual series of Medicare Advantage (MA) enrollment updates. In addition to tracking overall and nonmetropolitan/metropolitan enrollment, this brief also reports on changes in enrollment in types of MA plans and considers policy changes from previous years that may have impacted MA plan enrollment.
2022
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Health Insurance Marketplaces: Issuer Participation Trends in Non-Metropolitan Places, 2014-22
Policy Brief
Date: 08/2022
Since the 2014 implementation of Health Insurance Marketplaces (HIMs), considerable changes have been observed in the number of insurance companies offering plans across the United States. This policy brief describes changes in HIM plan issuers over the 2014-2022 period with an emphasis on variation across metropolitan and non-metropolitan places. -
Predictors of Hospital Bypass for Rural Residents Seeking Common Elective Surgery
Journal Article
Date: 08/2022
This article used Healthcare Cost and Utilization Project State Inpatient Databases to evaluate rates and predictors for patients bypassing rural hospitals for common procedures. -
Update on Rural Independently Owned Pharmacy Closures in the United States, 2003-2021
Policy Brief
Date: 08/2022
Independently owned retail pharmacies in rural areas experienced a higher rate of closure than micropolitan and metropolitan areas. Closures have raised concerns about access to prescription medications as well as pharmacist-provided primary care services, which are often the sole source in rural areas for obtaining health services.
2021
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COVID-19 Cases and Vaccination Rates
Policy Brief
Date: 09/2021
This data brief examines the relationship between vaccination rates, COVID-19 one-week incidence and metropolitan/nonmetropolitan location. Additional information is provided for Census regions and individual states. -
Medicare Advantage Enrollment Update 2021
Policy Brief
Date: 09/2021
The RUPRI Center's annual update on Medicare Advantage (MA) shows that both metropolitan and nonmetropolitan enrollment has continued to grow for more than 10 years. However, between 2020 and 2021 the rate of growth in nonmetropolitan counties was more than twice as large as that in metropolitan counties. -
Confirmed COVID-19 Cases, Metropolitan and Nonmetropolitan Counties
Date: 08/2021
This data brief shows the spread of COVID-19 confirmed cases across the U.S., highlighting metropolitan and nonmetropolitan counties with confirmed cases of, and deaths from, COVID-19. -
County-Level 14-Day COVID-19 Case Trajectories
Date: 08/2021
Many locations in the U.S. are relaxing their community-level COVID-19 mitigation measures. But one of the key "gating" indicators for doing this is a downward trajectory of new cases during a 14-day period. The rural data brief examines county-level 14-day trajectories for new confirmed COVID-19 cases. -
COVID-19 Cases and Deaths, Metropolitan and Nonmetropolitan Counties Over Time (Update)
Report
Date: 08/2021
This data brief compares seven-day moving average COVID-19 incidence and mortality rates between metropolitan, micropolitan, and noncore counties in the U.S. The brief is updated twice a month. -
Medicare Advantage Enrollment Update 2020
Policy Brief
Date: 05/2021
This annual update on Medicare Advantage (MA) shows that both metropolitan and nonmetropolitan enrollment has continued to grow for more than 10 years. The percent of nonmetropolitan MA enrollees in Health Maintenance Organization (HMO) plans has increased every year since 2017. Metropolitan HMO enrollment has decreased every year since 2016. -
Pharmacy Vaccination Service Availability in Nonmetropolitan Counties
Policy Brief
Date: 02/2021
Pharmacies will play a role in administering the COVID-19 vaccination to the general public. But there are many rural locations in the U.S. where pharmacy resources are limited. This rural data brief examines the availability of pharmacies capable of delivering COVID-19 vaccinations in nonmetropolitan areas.
2020
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Medicare Advantage Enrollment Update 2019
Policy Brief
Date: 10/2020
The annual update on Medicare Advantage (MA) shows that both metropolitan and nonmetropolitan enrollment has continued to grow for more than 10 years. However, the rate of growth has been higher in nonmetropolitan counties for the past two years. Local Preferred Provider Organization plans account for nearly half of nonmetropolitan MA enrollment. -
A Comparison of Rural and Urban Specialty Hospitals
Policy Brief
Date: 09/2020
This brief describes key differences between specialty hospitals located in rural versus urban areas. -
Telepharmacy Rules and Statutes: A 3-Year Update for All 50 States
Policy Brief
Date: 07/2020
This policy brief analyzed administrative rules and legislative statutes governing each state's pharmacy practice. Key features of telepharmacy regulations were investigated for comparative analysis. Twenty-one states currently authorize retail telepharmacy, but between these states the regulatory activity varies considerably.
2019
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2019 Wage Index Differences and Selected Characteristics of Rural and Urban Hospitals
Policy Brief
Date: 05/2019
This brief characterizes rural/urban disparities in the 2019 Centers for Medicare & Medicaid Services hospital wage index by describing and comparing the wage indices of rural and urban hospitals by the number of beds, the amount of net patient revenue, and Medicare payment classification. -
Rural/Urban and Regional Variation in the 2019 CMS Hospital Wage Index
Policy Brief
Date: 05/2019
This brief describes the geographic variation of the 2019 Centers for Medicare & Medicaid Services hospital wage index by rural/urban definition, census region, Frontier and Remote Area codes and state. -
Geographic Variation in the 2019 Risk of Financial Distress Among Rural Hospitals
Policy Brief
Date: 04/2019
This brief investigates 2019 geographic variation in risk of financial distress among rural hospitals. -
Trends in Risk of Financial Distress Among Rural Hospitals, 2015 to 2019
Policy Brief
Date: 04/2019
This brief investigates 2015 to 2019 trends in risk of financial distress among rural hospitals by census region and Medicare payment classification.
2017
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Rural-Urban Variations in Medicare Live Discharge Patterns From Hospice, 2012-2013
Policy Brief
Date: 09/2017
This brief 1) provides an overview of the geographic distribution of "freestanding" (i.e., rather than those co-located in a hospital, home health agency, or skilled nursing facility) rural and urban hospices and, 2) explores live discharge rates for hospices operating in rural versus urban areas. -
CMS Hospital Quality Star Rating: For 762 Rural Hospitals, No Stars Is the Problem
Policy Brief
Date: 06/2017
The purpose of this brief is to look more closely at the characteristics of rural hospitals with and without CMS Hospital Quality Star Ratings to help inform ongoing discussions about the usefulness of the quality star rating for comparing hospital quality and possible ways to improve the star rating initiative.
2013
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Change in Profitability and Financial Distress of Critical Access Hospitals From Loss of Cost-Based Reimbursement
Date: 12/2013
Changes to Critical Access Hospitals' reimbursement, such as a reversion to prospective payment, would have marked negative effects on CAHs. About three quarters of CAHs would operate at a loss. The number of CAHs at high risk for financial distress would nearly triple, and nearly half would be at medium-high to high risk of financial distress. -
Implications for Beneficiary Travel Time if Financially-Vulnerable Critical Access Hospitals Close
Date: 12/2013
Changes to Critical Access Hospitals' reimbursement may spur some to close. This analysis considers the communities served by the 93 CAHs with the lowest profitability and therefore most likely to close due to a change in Medicare reimbursement. -
Rural/Urban Differences in Inpatient Related Costs and Use Among Medicare Beneficiaries
Date: 12/2013
Medicare beneficiaries who are admitted to rural hospitals tend to have lower outpatient costs than their counterparts at urban hospitals. The differences are due to multiple factors. The analysis suggests that consideration of the total cost of an acute episode of care might be considered, not just the cost of the acute inpatient stay. -
March 2013: Medicare Advantage Update
Date: 09/2013
This policy brief discusses current rural Medicare Advantage enrollment data. -
September 2012: Medicare Advantage Enrollment Update
Date: 04/2013
This policy brief discusses current rural Medicare Advantage enrollment data.
2011
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Trends in Skilled Nursing Facility and Swing Bed Use in Rural Areas Following the Medicare Modernization Act of 2003 (Final Report)
Date: 04/2011
This report provides descriptive evidence on current trends in the availability and use of swing beds and skilled nursing facility services in rural areas.
2010
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Rural Health Snapshot 2010
Date: 08/2010
The Rural Health Snapshot displays selected indicators of access to healthcare, health behavior/risk factors, and mortality rates, comparing rural to urban residents.
2009
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Profile of Sole Community Pharmacists' Prescription Sales and Overall Financial Position
Date: 08/2009
We conducted a survey of community pharmacists who owned the only retail outlets in their communities. Pharmacist-owners in independent pharmacies located at least 10 miles from the next closest retail pharmacy were interviewed to determine their reliance on prescription sales and to understand their stores' current financial positions.