Health services
Research Products & Journal Articles
Browse the full list of research publications on this topic completed by the Rural Health Research Centers.
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.
2024
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The First Year of Rural Emergency Hospitals: REHs Serve Relatively Disadvantaged Counties
Policy Brief
North Carolina Rural Health Research and Policy Analysis Center, Rapid Response to Requests for Rural Data Analysis
Date: 10/2024
This brief looks at community characteristics (socio-economic, race and ethnicity, and health status and access characteristics) of communities with a hospital that converted to a Rural Emergency Hospital (REH) in 2023—the first year of the new rural hospital payment designation. -
Pediatric and Pregnancy-related Visits at Rural Health Clinics in 2018 Among Medicaid/CHIP Enrollees in 20 States
Policy Brief
Maine Rural Health Research Center
Date: 09/2024
This policy brief reports on the percentage of Medicaid-enrolled children and reproductive age women with pregnancy-related service use who visited a Rural Health Clinic in 2018 in 20 states. -
Rural-Urban Differences in Self-Reported Participation in Diabetes Self-Management Education
Journal Article
Rural and Minority Health Research Center
Date: 09/2024
Using 2019 Behavioral Risk Factor Surveillance System data, this study examined the proportion of rural versus urban adults who reported receiving Diabetes Self-Management Education. -
States and Rural Communities With and Without the Program of All-Inclusive Care for the Elderly (PACE)
Policy Brief
University of Minnesota Rural Health Research Center
Date: 09/2024
The purpose of this policy brief is to measure sociodemographic differences in areas with and without a Program of All-Inclusive Care for the Elderly (PACE) organization headquarters among rural communities and by state-level PACE availability and headquarters location. -
Estimated Impacts of Multiple Payment Policies on Rural-Serving Home Health Agencies
Policy Brief
WWAMI Rural Health Research Center
Date: 07/2024
This brief examines the estimated impact of three Medicare payment policy changes on home health agency (HHA) reimbursement by rural-serving status, geographic location, and select HHA characteristics. -
Cervical Cancer Screening Rates Among Rural and Urban Females, From 2019 to 2022
Journal Article
Rural and Underserved Health Research Center
Date: 06/2024
This study examines the receipt of a Papanicolaou test in the past year among U.S. females overall and females residing in rural and urban areas in 2019, 2020, and 2022, using the Health Information National Trends Survey. -
Discussions of Cancer Survivorship Care Needs: Are There Rural Versus Urban Inequities?
Journal Article
Rural and Underserved Health Research Center
Date: 05/2024
This study used 2017 Medical Expenditure Panel Survey data to test for rural versus urban inequities and identify other correlates of discussions about cancer survivorship care with health care professionals. -
Non-Urgent Use of Emergency Departments by Rural and Urban Adults
Policy Brief
Maine Rural Health Research Center
Date: 04/2024
This study provides updated information and addresses gaps in knowledge about rural non-urgent emergency department (ED) use. Understanding the rates of non-urgent ED use among rural adults and the factors associated with this use can inform policy and practice efforts to reduce inappropriate use of EDs in rural communities. -
Identifying Rural Health Clinics Within the Transformed Medicaid Statistical Information System (T-MSIS) Analytic Files
Policy Brief
Maine Rural Health Research Center
Date: 03/2024
This brief describes a methodology for identifying Rural Health Clinic encounters within the Medicaid claims data using Transformed Medicaid Statistical Information System (T-MSIS) Analytic Files. -
Partnerships to Address Social Needs Across Metropolitan and Non-Metropolitan Prospective Payment System Hospitals and Critical Access Hospitals
Policy Brief
RUPRI Center for Rural Health Policy Analysis
Date: 03/2024
This policy brief used American Hospital Association survey data to examine partnerships between hospitals and external organizations to address social needs. -
Satisfaction With Care Among Cancer Survivors With Medicare Coverage: Are There Rural vs. Urban Inequities?
Journal Article
Rural and Underserved Health Research Center
Date: 03/2024
This article examines satisfaction with health care among rural vs urban Medicare cancer survivors. Researchers looked at nine dimensions of health care and tested for rural/urban differences, adjusting for demographic factors, health insurance, and self-rated health.
2023
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Medicare Advantage Enrollment Update 2023
Policy Brief
RUPRI Center for Rural Health Policy Analysis, Rapid Response to Requests for Rural Data Analysis
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
North Carolina Rural Health Research and Policy Analysis Center, Rapid Response to Requests for Rural Data Analysis
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
North Carolina Rural Health Research and Policy Analysis Center, Rapid Response to Requests for Rural Data Analysis
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. -
Examining Rural-Urban Differences in the Availability of Hospital-Based Cardiac Services Between 2010-2020
Policy Brief
Rural and Minority Health Research Center
Date: 08/2023
This study examines the availability of hospital-based cardiac health care services (general cardiology, diagnostic catheterization, and interventional catheterization) and whether rural-urban differences in the availability of these health care services occurred between 2010 and 2020. -
Colorectal Cancer Screening in Rural and Urban Primary Care Practices Amid Implementation of the Medicare Access and CHIP Reauthorization Act
Journal Article
Rural and Underserved Health Research Center
Date: 06/2023
This study examined whether colorectal cancer screening rates improved among rural and urban primary care practices amid implementation of the Medicare Access and CHIP Reauthorization Act. Researchers tested for rural/urban differences and changes in screening rates between 2016 and 2020. -
Diabetes Prevalence and Monitoring in Nonmetropolitan and Metropolitan Areas Within a Commercially Insured U.S. Population
Policy Brief
Rural and Underserved Health Research Center
Date: 06/2023
This study used recent claims data, from services received between 2018 and 2020, to examine the prevalence of diabetes and to determine if patients with diabetes are more or less likely to receive annual hemoglobin A1c screening. -
Spatial Clustering of COVID-19 Mortality Rates Across Counties and by Noncore, Micropolitan, and Metropolitan County Characteristics, December 2020–January 2021
Policy Brief
RUPRI Center for Rural Health Policy Analysis
Date: 06/2023
This policy brief identifies spatial clusters of high COVID-19 mortality rates across counties in the United States between December 2020 and January 2021 and describes the characteristics of counties with high COVID-19 mortality rates. -
Advancing the Age-Friendly Movement in Rural Communities
Journal Article
University of Minnesota Rural Health Research Center
Date: 02/2023
The research team looked at the role of Aging Life Care Managers® to help support the age-friendly movement in rural areas. The team explored ways in which Aging Life Care Managers® could advocate for the needs and interests of their clients, help them access care and support, and involve rural communities in the age-friendly movement. -
Changes in Service Offerings Post-System Affiliation in Rural Hospitals
Policy Brief
RUPRI Center for Rural Health Policy Analysis
Date: 01/2023
This policy brief aims to understand the range of effects on service offerings after rural hospitals become part of, or leave, a regional or national healthcare system. -
COVID-19 Mortality Rates Across Noncore, Micropolitan, and Metropolitan Counties by Community Characteristics, December 2020-January 2021
Policy Brief
RUPRI Center for Rural Health Policy Analysis
Date: 01/2023
This policy brief examines differences in COVID-19 mortality rates across rural-urban designations and stratifications by geography, county-level sociodemographic factors, and county-level healthcare factors.
2022
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Characteristics of Rural Hospitals Eligible for Conversion to Rural Emergency Hospitals and Three Rural Hospitals Considering Conversion
Policy Brief
North Carolina Rural Health Research and Policy Analysis Center, Rapid Response to Requests for Rural Data Analysis
Date: 12/2022
This brief presents 2021 data for Rural Emergency Hospital (REH)-eligible hospitals, compares financial and operational measures of three rural hospitals that have expressed interest in REH conversion to all REH-eligible hospitals, and discusses what factors may ultimately determine the number of rural hospitals that convert to REH. -
Patterns of Health Care Use Among Rural-Urban Medicare Beneficiaries Age 85 and Older, 2010-2017
Policy Brief
Maine Rural Health Research Center
Date: 11/2022
This study examines rural-urban differences in health care use among Medicare beneficiaries age 85+. -
Changes in the Supply and Rural-Urban Distribution of Counselors in the U.S., 2014-2021
Fact Sheet
WWAMI Rural Health Research Center
Date: 10/2022
There are rural vs. urban disparities and unequal distribution of behavioral health providers across U.S. Census Divisions. This study examined the trends in the supply of counselors by rural-urban status and Census Division. -
Changes in the Supply and Rural-Urban Distribution of Psychiatric Nurse Practitioners in the U.S., 2014-2021
Fact Sheet
WWAMI Rural Health Research Center
Date: 10/2022
There are rural vs. urban disparities and unequal distribution of behavioral health providers across U.S. Census Divisions. This study examined the trends in the supply of psychiatric nurse practitioners by rural-urban status and Census Division. -
Changes in the Supply and Rural-Urban Distribution of Psychiatrists in the U.S., 1995-2019
Fact Sheet
WWAMI Rural Health Research Center
Date: 10/2022
There are rural vs. urban disparities and unequal distribution of behavioral health providers across U.S. Census Divisions. This study examined the trends in the supply of psychiatrists by rural-urban status and Census Division. -
Changes in the Supply and Rural-Urban Distribution of Psychologists in the U.S., 2014-2021
Fact Sheet
WWAMI Rural Health Research Center
Date: 10/2022
There are rural vs. urban disparities and unequal distribution of behavioral health providers across U.S. Census Divisions. This study examined the trends in the supply of psychologists by rural-urban status and Census Division. -
Changes in the Supply and Rural-Urban Distribution of Social Workers in the U.S., 2014-2021
Fact Sheet
WWAMI Rural Health Research Center
Date: 10/2022
There are rural vs. urban disparities and unequal distribution of behavioral health providers across U.S. Census Divisions. This study examined the trends in the supply of social workers by rural-urban status and Census Division. -
Key Considerations for a Rural Hospital Assessing Conversion to Rural Emergency Hospital
Policy Brief
North Carolina Rural Health Research and Policy Analysis Center
Date: 10/2022
Based on findings from a literature review and consultation with practitioners, a conceptual framework and checklist were developed to organize and guide conversations about key considerations for conversion to a Rural Emergency Hospital. -
Small Rural Hospitals with Low-Volume Emergency Departments That May Convert to a Rural Emergency Hospital (REH)
Policy Brief
North Carolina Rural Health Research and Policy Analysis Center
Date: 10/2022
This study profiles rural hospitals eligible to convert to Rural Emergency Hospitals. The objective is to characterize rural hospitals with very low emergency department volume to inform the clinical and operational decisions that will be required to implement this new provider model. -
Review of Rural U.S. Economic and Health Care Trends
Report
Center for Economic Analysis of Rural Health
Date: 09/2022
This report reviews recent literature and publicly available data to explore important issues at the nexus of health care and local economic vibrancy. The report also explores the economic implications associated with COVID-19, however full impacts will not be known for several years. -
Changes in the Provision of Health Care Services by Rural Critical Access Hospitals and Prospective Payment System Hospitals in 2009 Compared to 2017
Policy Brief
North Carolina Rural Health Research and Policy Analysis Center
Date: 08/2022
The purpose of this brief is to explore changes in the availability and provision of different health care services among rural CAHs and PPS hospitals in 2009 compared to 2017. -
Predictors of Hospital Bypass for Rural Residents Seeking Common Elective Surgery
Journal Article
North Carolina Rural Health Research and Policy Analysis Center, Rapid Response to Requests for Rural Data Analysis
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. -
Rural and Urban Pharmacy Presence – Pharmacy Deserts
Policy Brief
RUPRI Center for Rural Health Policy Analysis
Date: 08/2022
This policy brief continues the RUPRI Center's ongoing examination of the availability of community pharmacies and their provided services in rural areas of the U.S. The brief also provides a deeper analysis of counties with no retail pharmacies (i.e. pharmacy deserts) based on metropolitan/nonmetropolitan locations. -
County-Level Availability of Obstetric Care and Economic Implications of Hospital Closures on Obstetric Care
Policy Brief
Center for Economic Analysis of Rural Health
Date: 07/2022
This policy brief draws out demographic and economic differences between counties with obstetric care facilities and those without. It provides descriptive data on the economic changes underway in counties that lost obstetric care facilities between 2012 and 2019. -
Increased Rates of Death From Unintentional Injury Among Non-Hispanic White, American Indian/Alaska Native, and Nonmetropolitan Communities
Policy Brief
Rural and Underserved Health Research Center
Date: 07/2022
This brief examines the rate of fatal and nonfatal unintentional injuries in nonmetropolitan and metropolitan areas, with a focus on the effects of race/ethnicity. -
Nursing Homes in Rural America: A Chartbook
Chartbook
RUPRI Center for Rural Health Policy Analysis
Date: 07/2022
Closure of nursing homes and hospitals with swing beds in recent years has changed the availability of post-acute and long-term care services in rural areas. This study examines the availability of post-acute and long-term care services as well as characteristics of residents and nursing homes in noncore, micropolitan, and metropolitan counties. -
Non-Metropolitan and Metropolitan Trends in Mental Health Treatment Availability in Community Health and Community Mental Health Centers
Policy Brief
Rural and Underserved Health Research Center
Date: 06/2022
This study shows how the supply of community mental health centers (CMHCs) and community health centers (CHCs) delivering mental health services changed from 2000 to 2019. While the supply of CHCs offering mental health services increased, the supply of CMHCs decreased. -
The Racial and Ethnic Diversity of the Family Physician Workforce in Non-Metropolitan and Metropolitan Counties
Policy Brief
Rural and Underserved Health Research Center
Date: 06/2022
Racial/ethnic concordance of clinicians and patients may improve health outcomes by increasing access to care for underserved populations. Our objective was to determine the distribution of family physicians (FPs) in rural areas by race/ethnicity and also whether rural minority FPs were more likely to be in underserved rural areas. -
Association Between Rural Hospital Service Changes and Community Demographics
Policy Brief
North Carolina Rural Health Research and Policy Analysis Center
Date: 05/2022
Research has shown that among rural communities, those with a larger percentage of Black or Hispanic residents were more likely to experience a local hospital closure. This brief explores possible associations between the proportion of a rural community belonging to a AHRQ-identified priority population and local hospital service changes. -
Medicare Accountable Care Organization Characteristics Associated With Participation in 2‐Sided Risk
Journal Article
RUPRI Center for Rural Health Policy Analysis
Date: 05/2022
This study examined the associations of accountable care organization (ACO) characteristics with the likelihood of participation in 2-sided risk tracks in the Medicare Shared Savings Program. Small and rural ACOs were found to be less prepared to transition into 2-sided risk tracks than their urban counterparts. -
Prehospital Emergency Medical Services Personnel: Comparing Rural and Urban Professional Experience and Provision of Evidence-Based Care
Policy Brief
WWAMI Rural Health Research Center
Date: 05/2022
This policy brief examines the effects of emergency medical services (EMS) personnel level of experience and agency rurality on the provision of evidenced-based care. Compared with urban-serving EMS agencies, rural-serving agencies provided evidence-based care less often for stroke, hypoglycemia, and trauma but more often for seizures. -
Since 1990, Rural Hospital Closures Have Increasingly Occurred in Counties That Are More Urbanized, Diverse, and Economically Unequal
Policy Brief
North Carolina Rural Health Research and Policy Analysis Center
Date: 03/2022
The brief describes the socio‐economic, demographic, and health system characteristics for rural counties with and without hospital closures between 1990 and 2020. We analyzed potential differences among counties that experienced rural hospital closures from 2010‐2020 compared to counties with rural hospital closures from 1990‐2009. -
Quality of Home Health Agencies Serving Rural Medicare Beneficiaries
Policy Brief
WWAMI Rural Health Research Center
Date: 02/2022
This policy brief describes the quality of home health agencies (HHAs) by rural-serving status. While quality of patient care star ratings were not associated with rural-serving status, rural HHAs and urban HHAs that serve rural patients had higher patient experience star ratings than urban HHAs that do not serve rural patients. -
Quality of Skilled Nursing Facilities Serving Rural Medicare Beneficiaries
Policy Brief
WWAMI Rural Health Research Center
Date: 02/2022
This policy brief describes the quality of skilled nursing facilities (SNFs) by rural-serving status. While overall star ratings and staffing star ratings were not associated with rural-serving status, rural SNFs and urban SNFs that serve rural patients had lower quality star ratings compared to urban SNFs that do not serve rural patients. -
Serious Mental Illness and Mental Health Treatment Utilization Among Adults Residing in Non-Metropolitan and Metropolitan Counties
Policy Brief
Rural and Underserved Health Research Center
Date: 02/2022
This report estimates and compares the prevalence of mental health treatment utilization and reasons for not seeking mental health treatment among adults with serious mental illness residing in non-metropolitan and metropolitan counties nationally. -
High-Performing Rural Health System
Policy Brief
RUPRI Health Panel: Rural Policy Analysis and Applications
Date: 01/2022
This document updates the RUPRI Health Panel's framework, for a high-performing rural health system, originally published in 2011. It offers a revised vision statement and updates the high-performing rural health system pillars (access, affordability, community health, and quality) and describes an underlying base of equity considerations.
2021
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Rural Health Network Development Planning Grants: Geographic Location and Change Over Time
Policy Brief
University of Minnesota Rural Health Research Center
Date: 11/2021
The purpose of this policy brief is to examine the geographic distribution of Rural Health Network Development Planning Grant recipients across the United States. -
The Association of Rurality and Breast Cancer Stage at Diagnosis: A National Study of the SEER Cancer Registry
Policy Brief
WWAMI Rural Health Research Center
Date: 10/2021
Patients from rural areas have lower breast cancer screening rates and poorer cancer outcomes than urban patients and received initial breast cancer diagnosis at a later stage compared with urban patients. Black race and being uninsured were also associated with late stage at diagnosis. Patterns have persisted and suggest areas for policy change. -
Community Health Worker Roles and Their Evolving Interprofessional Relationships in the United States
Journal Article
Southwest Rural Health Research Center
Date: 10/2021
This project analyzes the evolving integration of Community Health Workers (CHWs) into the United States healthcare system. CHWs can aid patients in navigating the complex nature of medical services. Through focus groups with CHWs, three stages in the interprofessional relationships between CHWs and other care providers were identified. -
Successes and Challenges to Network Sustainability: Perspectives of 2019-2020 Rural Health Network Development Planning Grantees
Policy Brief
University of Minnesota Rural Health Research Center
Date: 10/2021
The purpose of this brief is to examine the successes and challenges to network sustainability, as well as barriers to and facilitators of success among the 2019-2020 cohort grantees in the Rural Health Network Development Planning Grant Program. -
Geographic Access to Health Care for Rural Medicare Beneficiaries: A National Study
Policy Brief
WWAMI Rural Health Research Center
Date: 09/2021
Using national data from 2014, this policy brief describes geographic variation in the mix of providers caring for rural versus urban Medicare beneficiaries, the quantity of visits received by beneficiaries across Census Divisions and types of rural areas, and the distance traveled for care for several serious conditions. -
Use of Electronic Health Records to Manage Tobacco Screening and Treatment in Rural Primary Care
Journal Article
Maine Rural Health Research Center
Date: 09/2021
This study compares the performance of rural and urban primary care providers in adhering to evidence-based smoking-related standards of care and assesses the degree to which electronic health record use was related to improved adherence to these standards in the practice of rural versus urban providers. -
"They're Not Leaving Their Home; This Is Where They Were Born, This Is Where They Will Die.": Key Informant Perspectives From the U.S. Counties With the Greatest Concentration of the Oldest Old
Journal Article
University of Minnesota Rural Health Research Center
Date: 07/2021
Researchers share interview results with key informants from 50 rural U.S. counties with the highest percentage of the residents ages 85 and older or the "oldest old." Respondents shared unique challenges to serving this population, as well as positive attributes of rural communities that make them attractive places for growing older. -
How Many Hospitals Might Convert to a Rural Emergency Hospital?
North Carolina Rural Health Research and Policy Analysis Center
Date: 07/2021
In this study, three measures were used to predict the number of rural hospitals with 50 beds or less that are likely to consider conversion to a Rural Emergency Hospital: 1) three years negative total margin; 2) average daily census (acute + swing) less than three; and 3) net patient revenue less than $20 million. -
Rural Health Network Development Planning Grants Awarded to Entities in Counties With Majority Black, Indigenous, and Persons of Color Populations, 2003-2020
Policy Brief
University of Minnesota Rural Health Research Center
Date: 05/2021
The purpose of this policy brief is to describe the prevalence of Rural Health Network Development Planning Grants awarded to organizations located in counties where the population is majority Black, majority Hispanic, majority Indigenous, has no majority racial or ethnic group, or is located in a U.S. territory. -
Success Among Rural Health Network Development Planning Grant Awardees: Barriers and Facilitators
Policy Brief
University of Minnesota Rural Health Research Center
Date: 05/2021
The purpose of this policy brief is to examine the barriers to and facilitators of success for grantees implementing the Rural Health Network Development Planning Grant and meeting their individual goals for the grant period. -
Trends in Network Focus Areas Among Network Development Planning Grantees, 2003-2020
Policy Brief
University of Minnesota Rural Health Research Center
Date: 05/2021
The purpose of this policy brief is to examine the trends over time in network focus areas among grantees awarded the Rural Health Network Development Planning Grant from 2003-2020. -
Voices From the Field: A Qualitative Study of the Challenges and Promising Practices of Rural Public Health in Addressing HIV and Hepatitis C
Journal Article
Maine Rural Health Research Center
Date: 05/2021
Interviewing public health professionals from six rural states, researchers examined the challenges involving HIV, HCV, and serving rural people who inject drugs and determined strategies to address those challenges. -
Changes in Provision of Selected Services by Rural and Urban Hospitals Between 2009 and 2017
Policy Brief
North Carolina Rural Health Research and Policy Analysis Center
Date: 04/2021
The purpose of this study is to gain a better understanding of recent trends in hospital service provision and whether there were disparities between rural and urban hospitals. This brief describes and compares the changes in service provision for rural and urban hospitals between 2009 and 2017. -
Characteristics of Rural and Urban U.S. Hospitals Based on Obstetric Services
University of Minnesota Rural Health Research Center
Date: 04/2021
This infographic provides an overview of characteristics of rural and urban hospitals in the United States that provide obstetric services, as well as rural hospitals that recently closed their obstetric units. -
Geographic Access to Health Care for Rural Beneficiaries in Five States: An Update
Policy Brief
WWAMI Rural Health Research Center
Date: 04/2021
Using data from five states, this study describes the mix of providers caring for rural Medicare beneficiaries, the quantity of care received, and how far rural beneficiaries traveled for care for several selected conditions in 2014. Results are also compared with a similar study of the same states that used data from 1998. -
Rural and Urban Hospital Characteristics by Obstetric Service Provision Status, 2010-2018
Policy Brief
University of Minnesota Rural Health Research Center
Date: 04/2021
The purpose of this policy brief is to illustrate the differences between urban and rural hospitals that provide obstetric services by their size, capacity, location, and community characteristics, as well as to compare these factors between rural hospitals with obstetric services and those that recently closed their obstetric units. -
Spatial Analysis of Healthcare Utilization Among Medicare Beneficiaries With Coal Workers' Pneumoconiosis and Other Related Pneumoconiosis
Policy Brief
Rural and Underserved Health Research Center
Date: 04/2021
Miners risk developing coal workers' pneumoconiosis (black lung disease) and other pneumoconiosis. This study determines, maps, and analyzes the spatial patterns of healthcare utilization among Medicare beneficiaries with black lung disease and other related pneumoconiosis using the Medicare beneficiaries Limited Data Set from 2011-2014. -
The Distribution of the General Surgery Workforce in Rural and Urban America in 2019
Policy Brief
WWAMI Rural Health Research Center
Date: 03/2021
Researchers examined the 2019 per capita supply of general surgeons in rural and urban areas of the U.S. and compared those results to a similar study of general surgeon supply conducted in 2001. Researchers also examined change in the regional distribution and age and gender characteristics of general surgeons since 2001. -
Availability of Supplemental Benefits in Medicare Advantage Plans in Rural and Urban Areas
Policy Brief
RUPRI Center for Rural Health Policy Analysis
Date: 02/2021
This brief identifies differences in Medicare Advantage (MA) plans that include supplemental benefits available to rural and urban enrollees. By better understanding the variation in MA plan offerings across the country, policymakers can take appropriate action to improve the value of plans available in rural regions. -
Capacity of Rural Counties to Address an HIV or Hepatitis C Outbreak
Policy Brief
Maine Rural Health Research Center
Date: 02/2021
This study examines rural-urban differences in state and local health department capacity to prevent, prepare for, and respond to an HIV or hepatitis C outbreak. -
High-Functioning Rural Medicare ACOs – A Qualitative Review
Policy Brief
RUPRI Center for Rural Health Policy Analysis
Date: 02/2021
This brief identifies common success factors among four high-performing rural Medicare Accountable Care Organizations. -
Rural HIV Prevalence and Service Availability in the United States: A Chartbook
Chartbook
Maine Rural Health Research Center
Date: 02/2021
This chartbook examines 2016 HIV prevalence and the availability of HIV prevention, testing, and treatment services across the rural-urban continuum and by U.S. census region. -
Trends in Nursing Home Closures in Metropolitan and Nonmetropolitan Counties in the United States, 2008-2018
Policy Brief
RUPRI Center for Rural Health Policy Analysis
Date: 02/2021
Nursing home closures have raised concerns about access to long-term services and supports in rural areas. This study examines trends in closures and characteristics of open and closed nursing homes in metropolitan and nonmetropolitan counties. Furthermore, this study identifies metropolitan and nonmetropolitan counties without any nursing homes. -
Advancing Population Health in Rural Places: Key Lessons and Policy Opportunities
Report
RUPRI Health Panel: Rural Policy Analysis and Applications
Date: 01/2021
This paper advances policy discussion of population health in rural places, focusing on the role of rural healthcare organizations. Lessons from ongoing programs provide policy considerations. Medicare and Medicaid programs should prioritize staff and infrastructure development, flexibility in covered benefits, and further expansion of telehealth. -
Characteristics and Challenges of Rural Ambulance Agencies – A Brief Review and Policy Considerations
Report
RUPRI Health Panel: Rural Policy Analysis and Applications
Date: 01/2021
There are 23,272 ambulance agencies in the U.S., and 73% of those agencies report serving rural areas. This paper examines current rural ambulance agency characteristics and challenges and identifies public policy considerations designed to stabilize rural ambulance agencies.
2020
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The Declining Scope of Practice of Family Physicians Is Limited to Urban Areas
Journal Article
Rural and Underserved Health Research Center
Date: 11/2020
The scope of practice for family medicine physicians has decreased in recent years. Using survey data, researchers compared family medicine physicians' scope of practice scores based on rural-urban status and other variables. Researchers found statistically significant decreases in scope of practice scores in urban settings. -
Telehealth Use in a Rural State: A Mixed Methods Study Using Maine's All-Payer Claims Database
Journal Article
Rural Telehealth Research Center
Date: 10/2020
This study examines trends in telehealth use in Maine and identifies barriers and facilitators to its adoption. While telehealth appears to improve access to behavioral health and speech therapy services, provider shortages, lack of broadband, and restrictive Medicare and commercial coverage plans limit telehealth services use in rural areas. -
Racial and Ethnic Differences in Self-Rated Health Among Rural Residents
Journal Article
University of Minnesota Rural Health Research Center
Date: 09/2020
This study looks at racial and ethnic differences in self-rated health among rural residents as well as whether these differences can be explained by socio-demographic characteristics. Researchers used data from the 2011–2017 National Health Interview Survey to study differences in rural residents' self-rated health by race and ethnicity. -
Characteristics of U.S. Rural Hospitals by Obstetric Service Availability, 2017
Journal Article
University of Minnesota Rural Health Research Center
Date: 08/2020
This study described characteristics of rural U.S. hospitals by whether they provide labor and delivery care for pregnant patients. Researchers used the 2017 American Hospital Association Annual Survey to identify rural hospitals and detail their characteristics based on whether they provide obstetric services. -
Providing Maternity Care in a Rural Northern Iowa Community
University of Minnesota Rural Health Research Center
Date: 08/2020
This case study highlights how one rural hospital in northern Iowa has successfully sustained a maternity care practice and identifies opportunities for other rural hospitals and communities seeking to ensure local access to care for pregnancy and childbirth. -
Changes in Hospital-Based Obstetric Services in Rural U.S. Counties, 2014-2018
Journal Article
University of Minnesota Rural Health Research Center
Date: 07/2020
In 2014, 54% of rural U.S. counties had no hospital-based obstetric services, following a steady decrease during the previous decade. Loss of rural maternity care is tied to adverse maternal and infant health outcomes. This study shares hospital-based obstetric service losses in rural U.S. counties from 2014 to 2018. -
Loss of Hospital-Based Obstetric Services in Rural Counties in the United States, 2004-2018
University of Minnesota Rural Health Research Center
Date: 07/2020
The purpose of this infographic is to show the loss of hospital-based obstetric services from 2004-2018 and how this differs by county type (micropolitan vs. noncore). -
Mortality Among Workers Employed in the Mining Industry in the United States: A 29‐Year Analysis of the National Health Interview Survey—Linked Mortality File, 1986‐2014
Journal Article
Rural and Underserved Health Research Center
Date: 07/2020
Working in the mining industry increases the risk of chronic diseases and mortality. We investigated overall and cause‐specific mortality rates among workers employed in the mining sector in the U.S. -
Nurse Practitioner Autonomy and Complexity of Care in Rural Primary Care
Journal Article
University of Minnesota Rural Health Research Center
Date: 07/2020
The increasing number of nurse practitioners (NPs) in the rural U.S. has the potential to help alleviate primary care shortages. Using a nationwide source of claims and Electronic Health Record data from 2017, this study constructs measures of NP clinical autonomy and complexity of care. -
Telepharmacy Rules and Statutes: A 3-Year Update for All 50 States
Policy Brief
RUPRI Center for Rural Health Policy Analysis, Rapid Response to Requests for Rural Data Analysis
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. -
Major Depression, Treatment Receipt, and Treatment Sources Among Non-Metropolitan and Metropolitan Adults
Policy Brief
Rural and Underserved Health Research Center
Date: 06/2020
This study estimates and compares the prevalence of past year depression, receipt of treatment for depression, and sources of treatment for depression between non-metropolitan and metropolitan adults. -
Rural and Urban Differences in Primary Care Pain Treatment by Clinician Type
Policy Brief
University of Minnesota Rural Health Research Center
Date: 04/2020
In this brief, we compare 2017 opioid prescribing rates among physicians and nurse practitioners within primary care practices and how these differ for rural versus urban areas. -
Estimating the Prevalence and Spatial Clusters of Coal Workers' Pneumoconiosis Cases Using Medicare Claims Data, 2011‐2014
Journal Article
Rural and Underserved Health Research Center
Date: 03/2020
Workers in the coal mining sector are at increased risk of respiratory diseases, including coal workers' pneumoconiosis (CWP). We investigated the prevalence of CWP and its association with sociodemographic factors among Medicare beneficiaries. We found evidence of significant spatial clustering of CWP in the states and population analyzed. -
Variation in Use of Home Health Care Among Fee-for-Service Medicare Beneficiaries by Rural-Urban Status and Geographic Region: Assessing the Potential for Unmet Need
Policy Brief
WWAMI Rural Health Research Center
Date: 02/2020
This study describes use of home healthcare by rural-urban status and geographic region. Findings suggest geographic region drives variation more than rural-urban status. Unmet need may be highest in the most remote rural counties and rural counties within the West North Central, East North Central, Mountain, and Pacific Census Divisions. -
Early-Career and Graduating Physicians More Likely to Prescribe Buprenorphine
Journal Article
Rural and Underserved Health Research Center
Date: 01/2020
Only a small percentage of people who need treatment for opioid use disorder receive it, including buprenorphine. This paper shows differences in rates of prescribing buprenorphine and intentions to prescribe buprenorphine between early- and mid-to-late career family physicians, based on a survey of physicians taking a certification examination. -
Practice Predictors of Buprenorphine Prescribing by Family Physicians
Journal Article
Rural and Underserved Health Research Center
Date: 01/2020
Physicians may prescribe buprenorphine if they obtain a waiver, but relatively few family physicians do so. This paper examines the association between practice characteristics and the likelihood that a family physician will prescribe buprenorphine, based on a survey of physicians seeking board certification in family medicine.
2019
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Partial Psychiatric Hospitalization Program Availability in Nonmetropolitan and Metropolitan Hospitals Nationally
Policy Brief
Rural and Underserved Health Research Center
Date: 12/2019
Partial psychiatric hospitalization programs (PPHPs) are intended to reduce or avoid inpatient stays by providing intensive psychiatric services in outpatient settings. We provide national estimates of PPHP availability among nonmetropolitan and metropolitan hospitals and describe the hospital characteristics associated with the provision of PPHPs. -
The Prevalence of Chronic Diseases Among Current and Ex-Miners in the United States
Journal Article
Rural and Underserved Health Research Center
Date: 12/2019
This paper compares the prevalence and odds of chronic diseases among ex-miners and current miners, adjusting for certain variables that might influence health outcomes. The analysis found that the prevalence of chronic disease is significantly higher among ex-miners. -
The Development of Telehealth Laws in the U.S. from 2008 to 2015: A Legal Landscape
Policy Brief
Southwest Rural Health Research Center
Date: 11/2019
This study examines the scope and evolving nature of telehealth statutes and regulations in the U.S. Our research aims to understand changes in telehealth laws over time (2008-2015), variations in legal frameworks established across the U.S., and the extent that state laws regulate the primary care delivery through the use of telehealth. -
Hospital Closures and Short-Run Change in Ambulance Call Times
Journal Article
Rural and Underserved Health Research Center
Date: 11/2019
Hospital closures affect the availability of emergency department services. This paper examines changes in ambulance ride times in areas with hospital closures compared to those in similar areas without hospital closures and separately analyzes changes in ambulance ride times between urban and rural areas and among Medicare-eligible patients. -
Prescribing Practices of Nurse Practitioners and Physician Assistants Waivered to Prescribe Buprenorphine and the Barriers They Experience Prescribing Buprenorphine
Journal Article
WWAMI Rural Health Research Center
Date: 10/2019
This study surveyed rural and urban nurse practitioners (NPs) and physician assistants (PAs) with Drug Enforcement Agency waivers to provide medication treatment for opioid use disorder by prescribing buprenorphine. Rural NPs and PAs reported facing many of the same barriers to providing buprenorphine as rural physicians have reported. -
Declining Endoscopic Care by Family Physicians in Both Rural and Urban Areas
Journal Article
Rural and Underserved Health Research Center
Date: 07/2019
This paper explores the decline in the percentage of family physicians providing endoscopic services overall and in urban and rural areas. This has implications on the availability of colonoscopies, endoscopies, and flexible sigmoidoscopies in areas that lack specialists who perform such services. -
Measuring Access to Care in National Surveys: Implications for Rural Health
Policy Brief
University of Minnesota Rural Health Research Center
Date: 06/2019
This brief presents data about how access to healthcare is measured, focusing on how this applies to rural populations. -
Suicidal Thoughts, Plans, and Attempts by Non-Metropolitan and Metropolitan Residence
Policy Brief
Rural and Underserved Health Research Center
Date: 05/2019
Suicide is among the leading causes of death in the US, and rates in non-metropolitan (rural) counties have historically exceeded those in metropolitan (urban) counties. This study examined the prevalence of suicidal thoughts, plans, and attempts by year (2010-2016) and county type (non-metropolitan, small metropolitan, and large metropolitan). -
Differences in Care Processes Between Community-Entry Versus Post-Acute Home Health for Rural Medicare Beneficiaries
Policy Brief
WWAMI Rural Health Research Center
Date: 04/2019
This study describes home healthcare processes for rural Medicare beneficiaries who are admitted from the community (community-entry) versus those who are admitted following an inpatient stay (post-acute). Care processes include timely initiation of care, length of stay, and services provided (e.g., physical therapy, medical social work). -
Do Hospital Closures Affect Patient Time in an Ambulance?
Policy Brief
Rural and Underserved Health Research Center
Date: 02/2019
Our study explores how a local hospital closure changes patient time in an ambulance for 9-1-1 calls. Access to emergency department services in communities, especially rural communities, persists as a priority for the Medicare program. We found when hospitals close, rural patients requiring ambulance services are disproportionately affected. -
Long-Term Services and Supports Use Among Older Medicare Beneficiaries in Rural and Urban Areas
Journal Article
Maine Rural Health Research Center
Date: 01/2019
Analyzing the Medicare Current Beneficiary Survey, authors from the Maine Rural Health Research Center found that compared to their urban counterparts, rural Medicare beneficiaries had higher odds of nursing home use after controlling for beneficiary characteristics and contextual factors including nursing home bed supply.
2018
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Update: Rural/Urban Disparities in Pneumococcal Vaccine Service Delivery Among the Fee-for-Service Medicare Population, 2012-2015
Policy Brief
Rural and Underserved Health Research Center
Date: 11/2018
Delivery of pneumococcal vaccines to fee-for-service Medicare beneficiaries increased 380% from 2014-2015 as a result of uptake of pneumococcal conjugate vaccine (PCV13). However, a significant rural-urban disparity remains. Pharmacy providers delivered a significantly greater proportion of vaccines in rural versus urban counties. -
Different Populations Served by the Medicare Home Health Benefit: Comparison of Post-Acute Versus Community-Entry Home Health in Rural Areas
Policy Brief
WWAMI Rural Health Research Center
Date: 07/2018
This study describes differences between rural, fee-for-service Medicare beneficiaries who are admitted to home health from the community (community-entry) and those who are admitted to home health following an inpatient stay (post-acute) in terms of their clinical and non-clinical characteristics as well as the communities in which they live. -
Availability of Respiratory Care Services in Critical Access and Rural Hospitals
Policy Brief
University of Minnesota Rural Health Research Center
Date: 06/2018
This policy brief describes the availability of respiratory care services and respiratory therapists in Critical Access Hospitals (CAHs) and in rural and urban Prospective Payment System (PPS) hospitals. -
Service Provision and Quality Outcomes in Home Health for Rural Medicare Beneficiaries at High Risk for Unplanned Care
Journal Article
WWAMI Rural Health Research Center
Date: 06/2018
This study examined service provision and quality outcomes among rural Medicare beneficiaries who used home health from 2011-2013 and were at high risk for unplanned care. More skilled nursing visits and visits by more types of providers were associated with higher hospital readmission and emergency department use and lower community discharge. -
Telepharmacy Rules and Statutes: A 50-State Survey (Journal Article)
Journal Article
RUPRI Center for Rural Health Policy Analysis
Date: 05/2018
Peer-reviewed paper identifying state-enacted regulations and legislation authorizing use of community telepharmacy initiatives and describing implications for patients in underserved rural communities. Also provides a table listing states that permit telepharmacy, and pilot programs and waivers that enable telepharmacy initiatives. -
Rural Family Physicians Have a Broader Scope of Practice Than Urban Family Physicians
Policy Brief
Rural and Underserved Health Research Center
Date: 02/2018
While the scope of practice of family physicians has been shrinking, they still practice broadly, often due to fewer health care resources in rural areas. Using data from family physicians seeking continued board certification in 2014 and 2015, we found that a high percentage of rural family physicians provide nearly every clinical service queried. -
Rural Family Physicians in Patient Centered Medical Homes Have a Broader Scope of Practice
Policy Brief
Rural and Underserved Health Research Center
Date: 02/2018
The Patient Centered Medical Home (PCMH) is supposed to provide accessible and comprehensive care. Using data from family physicians seeking to continue their American Board of Family Medicine certification in 2014 and 2015, we found that rural family physicians in PCMH practices generally provide more services than those in non-PCMH practices. -
Rural/Urban Disparities in Pneumococcal Vaccine Service Delivery Among the Fee-for-Service Medicare Population
Policy Brief
Rural and Underserved Health Research Center
Date: 02/2018
Using 2014 Medicare data, we found a significant disparity in pneumococcal vaccine service delivery to fee-for-service Medicare beneficiaries. Although primary care providers delivered the majority of pneumococcal vaccines to this population, pharmacy providers delivered a significantly greater proportion of vaccines in rural versus urban counties. -
Illicit Drug and Opioid Use Disorders Among Non-Metropolitan Residents
Policy Brief
Rural and Underserved Health Research Center
Date: 01/2018
We provide estimates of the prevalence of illicit drug and opioid use disorders among non-metropolitan adults ages 18-64. Prevalence rates did not decline from 2011-2013 to 2014-2015 despite the implementation of major substance use treatment policies. Of particular concern, heroin use disorder prevalence increased in recent years. -
Perceived Treatment Need and Utilization for Illicit Drug and Opioid Use Disorders in Non-Metropolitan Areas
Policy Brief
Rural and Underserved Health Research Center
Date: 01/2018
The vast majority of non-metropolitan adults 18-64 who satisfy criteria for an illicit drug use or opioid use disorder do not perceive a need for treatment or receive formal substance use treatment. Despite policies to increase treatment access during the 2008-2015 study period, we found few changes in perceived treatment need and utilization.
2017
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ESRD Facility Characteristics by Rurality and Risk of Closure
Report
Rural and Minority Health Research Center
Date: 11/2017
This study's purpose was to profile rural end stage renal disease (ESRD) facilities, focusing on those at greatest risk for closure. We examined the characteristics of these facilities, the quality of care provided, and the distance patients in rural areas would have to travel if the facilities closed. -
Rural Transportation: Challenges and Opportunities
Policy Brief
University of Minnesota Rural Health Research Center
Date: 11/2017
This policy brief uses survey data from 113 key informants across all 50 states to describe challenges and opportunities related to rural transportation. -
Ambulance Services for Medicare Beneficiaries: State Differences in Usage, 2012-2014
Policy Brief
Rural and Underserved Health Research Center
Date: 10/2017
Ambulance services are at risk of scaling back or dissolving in some places. We analyzed Medicare beneficiaries' use of ambulance services across the U.S. Improved understanding of how beneficiaries, most of whom are elderly, use these services provides vital information for policymakers who set rules and regulations about access to the services. -
Identifying Variability in Patient Characteristics and Prevalence of Emergency Department Utilization for Mental Health Diagnoses in Rural and Urban Communities
Journal Article
North Dakota and NORC Rural Health Reform Policy Research Center
Date: 10/2017
Patients needing behavioral healthcare can get more appropriate, cost-effective treatment if they are redirected from emergency departments (EDs). This study examined whether a larger proportion of rural versus urban patients went to went to EDs. -
Access to Obstetric Services in Rural Counties Still Declining, With 9 Percent Losing Services, 2004-14
Journal Article
University of Minnesota Rural Health Research Center
Date: 09/2017
Providing access to obstetric care in rural areas is a growing concern. By 2014, about 54% of rural counties in the United States did not have hospital obstetric services. -
Telemedicine Use Decreases Rural Emergency Department Length of Stay for Transferred North Dakota Trauma Patients
Journal Article
Rural Telehealth Research Center
Date: 07/2017
This article examines the use of telemedicine to help improve care for trauma patients and to try to close the gap between rural and urban outcomes for these patients. The study involved patients treated in critical access hospitals and emergency departments. -
Rural and Urban Utilization of the Emergency Department for Mental Health and Substance Abuse
Policy Brief
North Dakota and NORC Rural Health Reform Policy Research Center
Date: 06/2017
Utilizes data from the Healthcare Cost and Utilization Project's (HCUP's) State Emergency Department Databases (SEDD) for seven states. Researchers explore, and describe in this brief, the use of the Emergency Department for mental health and substance abuse among Urban, Large Rural, Small Rural, and Isolated Small Rural residents. -
The Maternity Care Nurse Workforce in Rural U.S. Hospitals
Journal Article
University of Minnesota Rural Health Research Center
Date: 05/2017
Findings are shared from a study examining the maternity care nursing workforce in rural hospital in the United States. -
Telepharmacy Rules and Statutes: A 50-State Survey
Policy Brief
RUPRI Center for Rural Health Policy Analysis
Date: 04/2017
This is summary analysis reviews administrative rules and legislative statutes governing the practice of telepharmacy in all 50 states. Telepharmacy is specifically authorized in 23 states and 16 states have no rules or legislation authorizing telepharmacy. Other states have pilot programs or waivers that would enable telepharmacy. -
Rural Hospital Employment of Physicians and Use of Cesareans and Nonindicated Labor Induction
Journal Article
University of Minnesota Rural Health Research Center
Date: 03/2017
Findings are shared from a study that discovered the types of doctors employed at rural hospitals may make a difference in the rates of cesarean births.
2016
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Relationship Between Hospital Policies for Labor Induction and Cesarean Delivery and Perinatal Care Quality Among Rural U.S. Hospitals
Journal Article
University of Minnesota Rural Health Research Center
Date: 11/2016
This study focused on maternity care quality by taking a look at hospitals' policies regarding induced labor and Cesarean deliveries. -
Community Factors and Outcomes of Home Health Care for High-Risk Rural Medicare Beneficiaries
Policy Brief
WWAMI Rural Health Research Center
Date: 10/2016
Outcomes of care vary by region of the country for rural Medicare beneficiaries receiving home health services for high-risk conditions such as heart failure. Those in the East South Central and West South Central Census Divisions had lower rates of community discharge and higher rates of hospital readmission and emergency department use. -
Telemedicine Penetration and Consultation Among Rural Trauma Patients in Critical Access Hospital Emergency Departments in North Dakota
Policy Brief
Rural Telehealth Research Center
Date: 09/2016
This study describes the penetration of ED-based telemedicine in North Dakota critical access hospitals and its use for rural trauma patients. Investigators showed that telemedicine subscription increased to 81 percent of rural North Dakota hospitals, and 11 percent of patients in a telemedicine-capable ED used telemedicine as part of their care. -
Why Are Obstetric Units in Rural Hospitals Closing Their Doors?
Journal Article
University of Minnesota Rural Health Research Center
Date: 08/2016
Analyzes the reasons behind hospital- and county-level factors for rural obstetric unit closures. -
Factors Associated With High-Risk Rural Women Giving Birth in Non-NICU Hospital Settings
Journal Article
University of Minnesota Rural Health Research Center
Date: 07/2016
Identifies rick factors for childbirth in facilities without neonatal intensive care unit (NICU) capacities among high-risk rural women. The study found that rural women with preterm birthday and multiple gestation pregnancies were less likely to give birth in a hospital with NICU capacity if no local hospital had this capacity. -
Ensuring Access to High-Quality Maternity Care in Rural America
Journal Article
University of Minnesota Rural Health Research Center
Date: 05/2016
Examines the access to high-quality for rural women care during pregnancy and childbirth. Policy interventions at the local, state, and federal levels could help to address maternity care workforce shortages and improve quality of care available to the one-half million rural U.S. women who give birth each year. -
Location of Childbirth for Rural Women: Implications for Maternal Levels of Care
Journal Article
University of Minnesota Rural Health Research Center
Date: 05/2016
This study looks into the rate at which rural women give birth at nonlocal hospitals. Approximately 75% of rural women gave birth at local hospitals. However, after controlling for clinical complications, rural Medicaid beneficiaries were less likely to give birth at nonlocal hospitals, implying a potential access challenge for this population. -
Rural Implications of Expanded Birth Volume Threshold for Reporting Perinatal Care Measures
Journal Article
University of Minnesota Rural Health Research Center
Date: 04/2016
In 2016 the minimum annual birth volume threshold for required reporting of the Joint Commission Perinatal Care measures by accredited hospitals decreased from 1,100 to 300 births. This study used the publicly available Join Commission Quality Check data from April 2014 to March 2015. -
Medicare Costs and Utilization Among Beneficiaries in Rural Areas
Policy Brief
University of Minnesota Rural Health Research Center
Date: 03/2016
This study assesses the relationship between service utilization patterns and costs for rural Medicare beneficiaries across the rural continuum. It also examines the relationships between rural beneficiaries' service utilization and healthcare delivery market structure and evaluates strategies and policies to address high costs in rural areas.
2015
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Medicare Value-Based Payment Reform: Priorities for Transforming Rural Health Systems
Report
RUPRI Health Panel: Rural Policy Analysis and Applications
Date: 11/2015
As Medicare moves to value-based payment, healthcare groups are made more accountable for patient health. But the changes have been concentrated in urban areas. Policies meant to strengthen rural health systems are complicating payment and delivery system reform in rural areas. This study examines ways to include rural areas in the changes. -
Rural Bypass for Elective Surgeries
Journal Article
RUPRI Center for Rural Health Policy Analysis
Date: 11/2015
Describes the elective surgical bypass rate, the procedures most commonly bypassed by rural residents, the distribution of volume among Critical Access Hospitals (CAHs) that offer elective surgical services, and factors predictive of bypass. -
Post-Discharge Rehabilitation Care Delivery for Rural Medicare Beneficiaries With Stroke
Policy Brief
Rural and Minority Health Research Center
Date: 09/2015
Provision/type of post-discharge rehab care (PDRC) received by stroke survivors by rurality and race/ethnicity are examined as are the distances between their homes and the discharge hospitals related to the type of PDRC recommended. The brief also looks at whether factors such as initial hospital admission relate to the PDRC provision/type. -
Area Deprivation Is Higher Among Rural Counties - But Not All Rural Counties Are Deprived
Policy Brief
Rural and Minority Health Research Center
Date: 08/2015
This brief is one of two on the role of residence/community deprivation on potentially avoidable hospitalizations (PAH) of children. It details development of an area deprivation index, examines area deprivation across all U.S. counties, and describes findings when applied to rates of PAH among a nine-state sample of children. -
The Intersection of Residence and Area Deprivation: The Case of Hospitalizations From Ambulatory Care Sensitive Conditions Among Children
Policy Brief
Rural and Minority Health Research Center
Date: 08/2015
This brief is the second in a series providing information on the role of residence and community deprivation on potentially avoidable hospitalizations among children. This brief describes the findings from a nine-state sample of children's hospitalizations and discusses the potential implications for rural health research and policy. -
Prehospital Emergency Medical Services Personnel in Rural Areas: Results From a Survey in Nine States
Report
WWAMI Rural Health Research Center
Date: 08/2015
This study examines supply and demand for emergency response personnel, the involvement of medical directors, and the availability of medical consultation in rural and urban emergency service personnel (EMS) agencies in nine states. -
Perspectives of Rural Hospice Directors
Policy Brief
North Dakota and NORC Rural Health Reform Policy Research Center
Date: 03/2015
Rural hospice care is under pressure by a variety of factors that are reviewed in this document. However, a central core element of rural hospice remains the strong sense of community that is embodied in the system and design of care. This policy brief is the result of a national phone survey of rural hospice directors or key staff in 47 states. -
Developmental Strategies and Challenges for Rural Accountable Care Organizations
Policy Brief
RUPRI Center for Rural Health Policy Analysis
Date: 02/2015
This brief offers insights into the initial strategic decisions and challenges of four accountable care organizations (ACOs) with rural presences. These ACOs were formed as a step toward a value-driven rural delivery system. While several challenges need to be addressed, these insights can inform development of other rural ACOs. -
Use and Performance Variations in U.S. Rural Emergency Departments: Implications for Improving Care Quality and Reducing Costs
Policy Brief
North Dakota and NORC Rural Health Reform Policy Research Center
Date: 02/2015
This brief describes the variation in emergency department use for non-emergent health conditions across rural and urban areas as well as by U.S. Census regions. Potential risk factors, including patients' socioeconomic characteristics and levels of primary care resources, are identified. Quality of care indicators are also addressed.
2014
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Facilitating the Formation of Accountable Care Organizations in Rural Areas
Policy Brief
RUPRI Center for Rural Health Policy Analysis
Date: 07/2014
This brief shows characteristics contributing to the formation of four accountable care organizations (ACOs) that serve rural Medicare beneficiaries, one each of the four census regions. The findings can help rural providers interested in forming/participating in an ACO assess the status and potential gaps of their core structures and capabilities. -
Integrated Care Management in Rural Communities
Maine Rural Health Research Center
Date: 05/2014
This study reviews the opportunities and challenges reform initiatives under the Affordable Care Act present for rural communities. The study assesses four types of organizational models for delivering integrated care management. Each model has different strengths and drawbacks, weighing for and against implementation in rural areas. -
Do Rural Patients With Early-Stage Prostate Cancer Gain Access to All Treatment Choices? (Final Report)
Report
WWAMI Rural Health Research Center
Date: 02/2014
This report compares rates of receipt of prostate cancer treatments and of the treatment options between early-stage prostate cancer patients living in urban and four levels of rural counties.
2013
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Promotion and Protection of Rural Miner Health: Are the Resources in Place? (Final Report)
West Virginia Rural Health Research Center
Date: 06/2013
This report shows that mining areas in the United States, compared to non-mining areas, have on average better supplies of safety net providers, hospitals, and practicing primary care physicians. However, the study results support the need to examine the availability of safety net provider types in selected geographic areas where mining is done. -
Rural Implications of the Primary Care Incentive Payment Program
RUPRI Center for Rural Health Policy Analysis
Date: 06/2013
This policy brief reports on eligibility among rural primary care providers for the Primary Care Incentive Payments established in the Patient Protection and Affordable Care Act.
2012
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Receipt of Recommended Radiation Therapy Among Rural and Urban Cancer Patients (Summary)
WWAMI Rural Health Research Center
Date: 10/2012
This study examines whether rural patients with cancer are less likely than their urban counterparts to receive recommended radiation therapy. The study also identifies factors influencing rural versus urban differences in radiation therapy receipt. -
Why Use Swing Beds? Conversations With Hospital Administrators and Staff (Findings Brief)
North Carolina Rural Health Research and Policy Analysis Center
Date: 04/2012
In this study, we interview hospital administrators and staff about the use of swing beds. Topics include the role of swing beds in patient care, swing bed volume and financial considerations, swing beds in the context of all community post-acute skilled care, and swing beds as a benefit for community residents.
2011
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Health Care Access and Use Among the Rural Uninsured (Research & Policy Brief)
Policy Brief
Maine Rural Health Research Center
Date: 11/2011
Using data from the 2002-2007 Medical Expenditure Panel Survey, this study examined access to care and service use among non-elderly, uninsured rural and urban residents. -
Patient-Centered Medical Home Services in 29 Rural Primary Care Practices: A Work in Progress
RUPRI Center for Rural Health Policy Analysis
Date: 09/2011
This brief discusses responses from 29 rural physician practices. When asked about the use of specific policies/procedures included as criteria to certify patient-centered medical homes, fewer of them would qualify in each of five domains, including access to care, population-based, quality, care management, and clinical information management. -
Trends in Skilled Nursing Facility and Swing Bed Use in Rural Areas Following the Medicare Modernization Act of 2003 (Final Report)
Rapid Response to Requests for Rural Data Analysis
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. -
Use of Health Information Technology in Support of Patient-Centered Medical Homes Is Low Among Non-Metropolitan Family Medicine Practices
RUPRI Center for Rural Health Policy Analysis
Date: 04/2011
Are physician practices, especially non-metropolitan primary care practices, ready to become patient-centered medical homes? We use a nationwide survey of physician practices to partially answer this question, focusing on the use of health information technology. -
Care Transitions: "Time to Come Home"
Policy Brief
Upper Midwest Rural Health Research Center
Date: 03/2011
This policy brief examines care coordination, with a focus on the transitions from inpatient care back to the rural community, and suggests ways of measuring the quality of care coordination on discharge from the hospital. -
Care Transitions: "Time to Come Home" (Full Report)
Upper Midwest Rural Health Research Center
Date: 03/2011
This report looks at care coordination for rural patients, with a focus on transitions from inpatient care back to the rural community, and suggests ways of measuring the quality of care coordination on discharge from the hospital. -
Medicare Beneficiary Access to Primary Care Physicians -- Better in Rural, but Still Worrisome
Policy Brief
RUPRI Center for Rural Health Policy Analysis
Date: 01/2011
In this policy brief, results from a large national physician survey are used to assess U.S. primary care physician and general surgeon willingness to accept Medicare patients and physician-reported reasons for not accepting Medicare patients.
2010
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The Impact of Freestanding Ambulatory Surgery Centers on Rural Community Hospital Performance, 1997-2006 (Final Report)
Upper Midwest Rural Health Research Center
Date: 10/2010
This policy brief describes the impact of ambulatory surgery centers on rural hospital markets. -
Rural Health Snapshot 2010
Rapid Response to Requests for Rural Data Analysis
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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Persistent Primary Care Health Professional Shortage Areas (HPSAs) and Health Care Access in Rural America
Policy Brief
WWAMI Rural Health Research Center
Date: 09/2009
This policy brief finds that resources are needed to increase and sustain the number of primary care providers and reduce financial barriers to care in all rural primary care health professional shortage areas. -
A Case Study of Developments in Rural Health in Difficult Economic Times: Leake County, Mississippi
RUPRI Center for Rural Health Policy Analysis
Date: 08/2009
The U.S. healthcare crisis is especially strong in rural communities. The experience of Leake County, a rural Mississippi county, embodies these problems. -
A Case Study of Developments in Rural Health in Difficult Economic Times: Nemaha County, Nebraska
RUPRI Center for Rural Health Policy Analysis
Date: 08/2009
The U.S. healthcare crisis is especially strong in rural communities. The experience of Nemaha County, a small county located in southeastern Nebraska, illustrates the reach of these problems into counties that are somewhat stable during times of economic turbulence. -
A Case Study of Developments in Rural Health in Difficult Economic Times: Walthall County, Mississippi
RUPRI Center for Rural Health Policy Analysis
Date: 08/2009
The U.S. healthcare crisis is especially strong in rural communities. The experience of Walthall County, a small county located in southwestern Mississippi, exemplifies these problems. -
Rural-Urban Differences in Health Care Access Vary Across Measures
Maine Rural Health Research Center
Date: 06/2009
Higher uninsured rates and workforce shortages in rural areas suggest that rural residents face greater barriers to accessing healthcare than their urban counterparts. Analysis of the 2006 Medical Expenditure Panel Survey found mixed results.
2008
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Impact of CAH Conversion on Hospital Finances and Mix of Inpatient Services (Final Report)
NORC Walsh Center for Rural Health Analysis
Date: 08/2008
This study examined Medicare Cost Report and claims data for hospitals before and after critical access hospital (CAH) conversion in order to better understand changes in hospital costs associated with CAH conversion, factors associated with any cost growth, and changes in the mix of services provided by the facility. -
Access to Specialty Health Care for Rural American Indians in Two States
Journal Article
WWAMI Rural Health Research Center
Date: 06/2008
Examines access to specialty services among rural Indian populations in Montana and New Mexico, based on a survey sent to primary care providers addressing access to specialty physicians, perceived barriers to access, and access to nonphysician clinical services. -
Far From the City: Community Orientation and Responsiveness of Rural Hospitals
Upper Midwest Rural Health Research Center
Date: 05/2008
This policy brief reports the findings of a national study focused on variation in hospital community orientation and responsiveness across differing rural contexts. -
Distribution of Substance Abuse Treatment Facilities Across the Rural - Urban Continuum (Research & Policy Brief)
Policy Brief
Maine Rural Health Research Center
Date: 02/2008
This research and policy brief highlights findings from a recent study examining the distribution of substance abuse treatment facilities in rural and urban counties and identifying the type and intensity of services provided. -
Access to Cancer Services for Rural Colorectal Cancer Patients
Journal Article
WWAMI Rural Health Research Center
Date: 2008
Includes findings from a study to determine how far rural and urban colorectal cancer (CRC) patients travel to three types of specialty cancer care services-surgery, medical oncology consultation, and radiation oncology consultation.
2007
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Access to Cancer Services for Rural Colorectal Cancer Patients (Project Summary)
WWAMI Rural Health Research Center
Date: 10/2007
This summary provides a brief overview of findings from a study to determine how far rural and urban colorectal cancer patients travel to three types of specialty cancer care services: surgery, medical oncology consultation, and radiation oncology consultation. -
Distribution of Substance Abuse Treatment Facilities Across the Rural - Urban Continuum
Maine Rural Health Research Center
Date: 10/2007
This study examines the distribution of substance abuse treatment services across the continuum of rural and urban counties, identifying the type and intensity of services provided. -
Rural Inpatient Psychiatric Units Improve Access to Community-Based Mental Health Services, but Medicare Payment Policy a Barrier
Maine Rural Health Research Center
Date: 08/2007
This study investigates the characteristics/admission processes of inpatient psychiatric units (IPUs) in rural hospitals with less than 50 beds and the community-based services available to them when discharging patients. Reasons for developing IPUs, barriers to opening and operating a rural IPU, and factors leading some to close are also explored. -
Why Are Fewer Hospitals in the Delivery Business?
NORC Walsh Center for Rural Health Analysis
Date: 04/2007
This study examines the declining availability of hospital-based obstetric services in rural areas from the mid-1980s to the early 2000s. It looks at potential causes for this trend and explores the effects of medical malpractice reforms. -
Exploring the Community Impact of Critical Access Hospitals
Maine Rural Health Research Center, North Carolina Rural Health Research and Policy Analysis Center, University of Minnesota Rural Health Research Center
Date: 01/2007
This paper reports on a series of site visits to six diverse rural communities and critical access hospitals to assess the experiences and impact of these hospitals in responding to their community's health infrastructure needs. -
Intensive Care in Critical Access Hospitals
Journal Article
North Carolina Rural Health Research and Policy Analysis Center
Date: 2007
Describes the facilities, equipment, and staffing used by Critical Access Hospitals (CAHs) for intensive care, the types of patients receiving ICU care, and the perceived impact of closing the ICU on CAH staff and the local community. -
Patient Bypass Behavior and Critical Access Hospitals: Implications for Patient Retention
Journal Article
FORHP-funded Individual Grantees
Date: 2007
Describes the results of a study to assess the extent of bypass for inpatient care among patients living in Critical Access Hospital (CAH) service areas, and to determine factors associated with bypass, the reasons for bypass, and what CAHs can do to retain patients locally.
2006
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Wyoming Physicians Are Significant Providers of Safety Net Care
Journal Article
WWAMI Rural Health Research Center
Date: 11/2006
Describes the contributions of family and general practice physicians from Wyoming to the health care safety net. -
Trends Over Time in the Provision of Skilled Nursing Care in Critical Access Hospitals
North Carolina Rural Health Research and Policy Analysis Center
Date: 02/2006
This findings brief examines trends in the delivery of skilled nursing facility services in both hospital-based units and swing beds during a period of dramatic change in Medicare payments for post-acute care, focusing on critical access hospitals. -
Care Across the Continuum: Access to Health Care Services in Rural America (2006)
Journal Article
RUPRI Center for Rural Health Policy Analysis
Date: 2006
The article is divided into 3 sections: 1) basic principles that determine services to be included in the continuum and how success in providing those services is judged; 2) definition of the continuum and its basic stages based on the health systems research literature; 3) applications of the continuum and policy implications of the framework. -
Mental Healthcare in Rural Communities: The Once and Future Role of Primary Care
Journal Article
Maine Rural Health Research Center
Date: 2006
Discusses issues related to the delivery of mental health services in the United States. Addresses how these issues complicate the delivery of services in rural areas. Offers an argument for integrating primary care and mental health in rural areas.
2005
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Trends in Skilled Nursing and Swing-Bed Use in Rural Areas, 1996-2003
North Carolina Rural Health Research and Policy Analysis Center
Date: 12/2005
This paper examines trends in the delivery of skilled nursing facility (SNF) services in rural areas during a time of dramatic change in Medicare payments for acute and post-acute care. It focuses on the role of rural hospitals in providing SNF services as they respond to the new reimbursement environment. -
Is Large Really Beautiful? Physician Practice in Small Versus Large Scale Communities
University of Minnesota Rural Health Research Center
Date: 09/2005
This paper examines the effect of community size on how physicians view their practices as reported by respondents to two waves (1996-97 and 1998-99) of a national sample survey conducted as part of the Community Tracking Study. Results suggest that bigger is not necessarily better when it comes to physicians' perceptions of their practices. -
Geographic Access to Health Care for Rural Medicare Beneficiaries
WWAMI Rural Health Research Center
Date: 04/2005
This study looked at where Medicare beneficiaries from five states obtain their care, how far they travel for that care, and the mix of physician specialties from whom they obtain their ambulatory care. -
Intensive Care in Critical Access Hospitals (Working Paper)
North Carolina Rural Health Research and Policy Analysis Center
Date: 03/2005
This paper describes what officials at critical access hospitals mean when they report that they provide intensive care and the importance of these services to the hospital and the community it serves. -
Scope of Services Offered by Critical Access Hospitals: Results of the 2004 National CAH Survey
Maine Rural Health Research Center
Date: 03/2005
Three years of data were used to examine services offered by critical access hospitals (CAHs). The authors investigated how the services offered by CAHs have changed, the role of network affiliations in the changes, and the reasons administrators gave for reported service expansions. They also looked at how services in CAHs have changed over time. -
Are Primary Care Services a Substitute or Complement for Specialty and Inpatient Services?
Journal Article
WICHE Center for Rural Mental Health Research
Date: 2005
Analyses show primary care service use increases were associated with increases in all specialty outpatient services and inpatient services, as well as increases in inpatient/outpatient costs. Results show that health systems can implement strategies encouraging members to use more primary care services without driving up physical health costs. -
Delivery Complications Associated With Prenatal Care Access for Medicaid-Insured Mothers in Rural and Urban Hospitals
Journal Article
Rural and Minority Health Research Center
Date: 2005
Examined access to healthcare during pregnancy for mothers insured by Medicaid as well as the risks of potentially avoidable maternity complications among rural and urban hospital deliveries for groups of mothers defined by race or ethnicity. -
Does Improving Geographic Access to VA Primary Care Services Impact Patients' Patterns of Utilization and Costs?
Journal Article
WICHE Center for Rural Mental Health Research
Date: 2005
This article examines whether the establishment of community-based outpatient clinics has affected access, use, and costs for the Department of Veterans Affairs. -
The Effects of Rural Residence and Other Social Vulnerabilities on Subjective Measures of Unmet Need
Journal Article
North Carolina Rural Health Research and Policy Analysis Center
Date: 2005
Are self-reports of unmet need a biased measure of access to healthcare? We examined the relationship between rural residence and perceived need for physician services and the likelihood of reporting a need for routine preventive care and/or specialty care using data from the National Survey of Children with Special Health Care Needs. -
Explaining Black-White Differences in Receipt of Recommended Colon Cancer Treatment
Journal Article
WWAMI Rural Health Research Center
Date: 2005
Black-white disparities exist in receipt of recommended medical care, including colorectal cancer treatment. This retrospective cohort study examines the degree to which health systems (e.g., physician, hospital) factors explain black-white disparities in colon cancer care. Black and white Medicare-insured colon cancer patients have an equal opportunity to learn about adjuvant chemotherapy from a medical oncologist but do not receive chemotherapy equally. Little disparity was explained by health systems; more was explained by illness severity, social support, and environment. Further qualitative research is needed to understand the factors that influence the lower receipt of chemotherapy by black patients.
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More May Be Better: Evidence of a Negative Relationship Between Physician Supply and Hospitalization for Ambulatory Care Sensitive Conditions
Journal Article
Rural and Minority Health Research Center
Date: 2005
The authors conducted an empirical test of the relationship between physician supply and hospitalization for ambulatory care sensitive conditions. -
Providing Hospice Care in Rural Areas: Challenges and Strategies to Address Them
Journal Article
University of Minnesota Rural Health Research Center
Date: 2005
Hospices in rural settings face challenges in the provision of hospice care as a result of their location and the size of their service area population. To ascertain the challenges that hospices face in serving rural communities, researchers conducted in-depth case studies of four different models of hospice care in rural areas. The authors describe strategies used by the case study hospices and recommend policies that could increase access to hospice care for rural Medicare beneficiaries and other rural residents. National initiatives to improve end-of-life care need to consider the special challenges faced by rural hospices.
2004
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Sustaining Community Health Services Over Time: Models From the Rural Health Outreach Grant Program
University of Minnesota Rural Health Research Center
Date: 11/2004
This paper discusses post-grant sustainability of services provided by recipients of Rural Health Outreach Grant Program projects. -
Access To Primary Care and Quality of Care in Rural America
NORC Walsh Center for Rural Health Analysis
Date: 06/2004
This report provides findings from a population-based study addressing the impact of the availability of healthcare resources on the rate of potentially avoidable hospitalizations. It suggests shortcomings with previous research conducted in communities that experienced problems accessing primary care services. -
Rural Healthy People 2010: A Companion Document to Healthy People 2010. Volume 3
Southwest Rural Health Research Center
Date: 04/2004
This report includes the overview of research and accompanying models for practice on five new focus areas in Rural Healthy People 2010, along with the more detailed literature reviews for each.
2003
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Care Across the Continuum: Access to Health Care Services in Rural America
RUPRI Center for Rural Health Policy Analysis
Date: 12/2003
This paper proposes that a continuum of care serve as the framework with which to consider rural healthcare policies, focusing on people and on places where people live rather than on the wants of providers and constituencies. -
Grantee Sustainability in the Rural Health Outreach Grant Program
University of Minnesota Rural Health Research Center
Date: 12/2003
This paper describes a study of the post-grant experiences of 99 Rural Health Outreach Grant recipients and focuses on the extent to which programs were able to maintain or expand services after their grants ended and characteristics that helped programs succeed in the post-grant period. -
Who Receives Inpatient Charity Care in California?
NORC Walsh Center for Rural Health Analysis
Date: 08/2003
This policy analysis brief examines the results of a study regarding how California hospitals determine charity care. -
Emergency Department Use by Medically Indigent Rural Residents
Rural and Minority Health Research Center
Date: 07/2003
This report examined emergency department (ED) use, combining national data and South Carolina state data to estimate the uncompensated charges in rural EDs nationally and the ameliorating effects of rural community health centers on ED use by rural residents. -
Access to Care Among Rural Minorities: Working Age Adults
Rural and Minority Health Research Center
Date: 01/2003
This report examines the prevalence of health insurance and the use of physician services in rural areas. -
The Characteristics and Roles of Rural Health Clinics in the United States: A Chartbook
Chartbook
Maine Rural Health Research Center
Date: 01/2003
This chartbook reports on a rural health clinics (RHCs) survey. Information was collected on many topics, including their characteristics/operations; their location relative to the underservice problems/rural access needs; their safety net functions; staffing, recruitment, and financial issues; and involvement in training healthcare professionals.
2002
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Health Services at Risk in "Vulnerable" Rural Places
RUPRI Center for Rural Health Policy Analysis
Date: 10/2002
This brief discusses implications of a method to identify places in rural America at risk of being without healthcare services because they may lack a sufficient number of people to support a practice/provider, they are able to pay the full cost of care, or the population size/composition doesn't warrant the level of services currently available. -
Impact of National Policy on Access to Health Care: The Rural Perspective
RUPRI Center for Rural Health Policy Analysis
Date: 10/2002
This document discusses the current state of financial and geographic access to healthcare in the United States and federal policy. -
Financial Incentives for Rural Hospitals to Expand the Scope of Their Services
University of Minnesota Rural Health Research Center
Date: 06/2002
This paper examines the financial incentives that rural hospitals have to conduct surgery and treat more complex medical conditions. The objective is to evaluate whether rural hospitals that offer broader services are more profitable than hospitals with limited inpatient services. -
Access to Emergency Medical Services in Rural Areas: The Supporting Role of State EMS Agencies
University of Minnesota Rural Health Research Center
Date: 02/2002
This paper reports on a survey of state emergency medical services (EMS) directors about access to rural EMS; programs/initiatives by state EMS agencies to target rural/volunteer EMS providers; integration initiatives by rural EMS providers; issues in medical direction for rural EMS; and anticipated effects of the new Medicare fee schedule.
2001
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Access to Rural Pharmacy Services in Minnesota, North Dakota, and South Dakota
University of Minnesota Rural Health Research Center
Date: 07/2001
This paper describes the status of rural retail pharmacies in the three states; examines the availability of pharmacy services in rural areas of the states; and analyzes regulatory and policy issues that affect the delivery of pharmacy services in rural areas. -
The Proximity of Rural African American and Hispanic/Latino Communities to Physicians and Hospital Services
North Carolina Rural Health Research and Policy Analysis Center
Date: 06/2001
This paper assesses how local physician concentrations and distances to hospitals differ for rural communities of varying African-American and Hispanic/Latino compositions. -
Proximity of Rural African-American and Hispanic/Latino Communities to Physicians and Hospital Services
North Carolina Rural Health Research and Policy Analysis Center
Date: 05/2001
This brief reports the findings of a study of how the African-American and Hispanic/ Latino composition of rural communities relates to local physician concentrations and relates to distances to hospitals offering various levels of services.
1997
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Access to Maternity Care in Rural Washington: Its Effect on Neonatal Outcomes and Resource Use
Journal Article
Upper Midwest Rural Health Research Center
Date: 01/1997
Compares birth outcomes for areas with poor healthcare access to those with adequate healthcare access in rural Washington state.