George H. Pink, PhD
Deputy Director, North Carolina Rural Health Research and Policy Analysis Center
Phone: 919.966.5011
Email: gpink@email.unc.edu
University of North Carolina - Chapel Hill
- Current Projects - (5)
- Completed Projects - (22)
- Publications - (23)
Current Projects - (5)
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Did Hospitals That Converted to Rural Emergency Hospital (REH) Avoid Closure?
The goal of the Rural Emergency Hospital (REH) is to preserve access to essential services for rural residents, and to decrease the likelihood of hospital closures; some worry that the REH offers an option for otherwise financially strong hospitals to shed services. This study will investigate whether hospitals that converted to an REH in 2023 and 2024 would have likely closed in the absence of the REH designation.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Healthcare access, Healthcare financing, Hospitals and clinics, Medicare, Rural Emergency Hospitals (REHs)
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Evaluating the Variation in Rural and Urban Hospital Wages and Wage Index Pre- and Post-COVID-19 Pandemic
The primary purpose of the wage index is to address the differences in labor costs that hospitals experience based on their geographical location.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Healthcare financing, Hospitals and clinics, Medicare, Workforce
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Financial Consequences of Growth in the Number of Rural Referral Centers
Since Centers for Medicare & Medicaid Services amended its regulations to allow hospitals in urban areas to reclassify as rural, over 400 hospitals have obtained status as a Rural Referral Center. This project will estimate the costs to hospital Medicare payment and profitability.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Healthcare financing, Hospitals and clinics, Medicare
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Medicare Advantage and Financial, Hospital, and Community Characteristics of Rural Hospitals
This project will compare financial, hospital, and community differences among rural hospitals located in areas with lower versus higher rates of Medicare Advantage penetration.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Hospitals and clinics, Medicare, Medicare Advantage (MA)
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Usual Source of Primary Care for Rural Medicare Beneficiaries Before and During COVID-19
The global pandemic was highly disruptive to existing health care use patterns, potentially affecting rural America more than urban communities. This study will describe the usual sources of primary care (USC) for rural Medicare beneficiaries before and during COVID-19 to provide insight into how COVID-19 affected USC of Medicare beneficiaries.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Federally Qualified Health Centers (FQHCs), Healthcare access, Hospitals and clinics, Medicare, Rural Health Clinics (RHCs)
Completed Projects - (22)
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A Comparison of 2017-2019 Uncompensated Care of Rural and Urban Hospitals and a First Look at Uncompensated Care in 2020 and 2021
This project compared 2017-2019 uncompensated care as a percent of operating expense for rural and urban hospitals and investigated uncompensated care data for 2020 and 2021.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Hospitals and clinics, Medicare
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Ambulatory Care Provided to Rural Medicare Beneficiaries by Rural and Urban FQHCs, RHCs, and Acute Hospitals
This project characterized the volume, cost, and case mix of ambulatory care provided to rural Medicare beneficiaries by rural and urban federally qualified health centers (FQHCs), rural health clinics (RHCs), and acute hospitals. The study included urban-rural and geographic comparisons of volume, cost, and case mix by provider type.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Health services, Hospitals and clinics, Medicare
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Can a Model Predict Financial Distress Among Rural Hospitals?
This project will extend an existing model of CAH financial distress to other types of rural hospitals. A valid model would be helpful to ORHP and state Offices of rural Health interested in predicting financial distress or closure of rural hospitals.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Critical Access Hospitals (CAHs), Hospitals and clinics
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Changes in Care-Seeking After Rural Hospitals Merge
This project seeks to understand how mergers affect the inpatient care-seeking of markets served by merging hospitals.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Healthcare access, Hospitals and clinics
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Characteristics of Rural Hospitals at High Risk of Financial Distress
Updates the Financial Distress Index Model with current hospital and market data. Evaluates changes in risk status and geographic distribution over time. Conducts an in-depth analysis of high risk hospitals.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Healthcare financing, Hospitals and clinics
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Community and Financial Experience of Medicare Dependent Hospitals in Comparison to Other Rural Hospitals
This research will investigate the community and financial experience of Medicare Dependent Hospitals (MDHs) in comparison with other rural hospitals. Analysis of the financial experience will include comparison of the long-term profitability of MDHs to other rural hospitals, estimation of the potential profitability consequences of eliminating the payment classification, and estimation of the potential consequences of maintaining the payment classification but failing to update the base year from which costs are trended forward.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Hospitals and clinics, Medicare, Medicare Prospective Payment System (PPS)
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Current and Longer Term Challenges of Rural Hospitals: A Survey of Rural Hospital Executives
This project involved surveying rural hospital executives about how they will respond to current and long-term challenges related to financial and regulatory burdens.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Health reform, Healthcare financing, Hospitals and clinics, Medicare
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Decline in Inpatient Volume at Rural Hospitals
The purpose of this study was to compare the decline in inpatient volume of rural hospitals to urban hospitals and among rural hospitals of different size, region, rurality, and payment type.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Healthcare access, Hospitals and clinics
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Developing a Financial Performance Measurement System for Critical Access Hospitals
This project uses research and expert opinion to select dimensions and indicators of financial performance, develop appropriate bases or methods of peer comparison, investigate the relationship between quality of care and financial performance, and identify characteristics of high performing CAHs.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Critical Access Hospitals (CAHs), Healthcare financing
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Developing a Post-COVID Financial Distress Index
This project updated and improved the North Carolina Rural Health Research Program's Financial Distress Index, which uses historical data about hospital financial performance, government reimbursement, organizational characteristics, and market characteristics to predict the current risk of financial distress.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Hospitals and clinics, Medicare
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Estimating the Number of Hospitals that Might Convert to Rural Emergency Hospitals
This project reviewed the literature to establish what is known about freestanding emergency centers (FECs) and implications for a rural community. The number and types of rural hospitals that would be eligible to convert to an FEC as an alternative to closure of acute inpatient care was estimated.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Health reform, Healthcare access, Healthcare financing, Hospitals and clinics, Medicare
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Estimation of the Fixed and Variable Costs of a Rural Emergency Hospital
This project: 1) informed the design of CMS Rural Emergency Hospital (REH) payment methods, particularly the Medicare monthly additional facility payment; 2) estimated patient break-even volumes for the long-run financial sustainability of REHs; and; 3) provided a tool that rural hospitals can use to estimate the cost of operating a REH.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Hospitals and clinics, Legislation and regulation, Medicare
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How Have the Sources of Revenue for Rural Hospitals Changed Since 2005?
Rural hospitals have seen a steadily decreasing average acute daily census. If outpatient revenue is not expanding to fill that decrease, the decrease in patient revenue could further threaten hospital viability.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Healthcare financing, Hospitals and clinics, Medicare
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Importance of Surgery to Rural Hospital Financial Condition and Market Share
This study explores the provision of surgical services in rural hospitals and its relationship to financial performance. The percentage of rural hospitals that offer surgical services and the number that have discontinued surgical services over the last decade will be described, and, for those that have discontinued services, the impact on financial condition will be explored.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topic: Hospitals and clinics
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Low Volume Hospitals
This analysis compared rural low-volume hospitals (LVHs) to non-LVH characteristics and estimate the financial impact of eliminating the LVH program and reverting to the original (2005) LVH classification and payment adjustment.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Hospitals and clinics, Medicare
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Rural Hospital Mergers and Acquisitions - Who is Being Acquired and What Happens Afterwards?
This study compares the financial and market characteristics of recently acquired rural hospitals to other rural hospitals and investigates the post-acquisition change in services and financial performance of these hospitals. This study will inform rural advocates, federal and state agencies, and regulators as to how mergers and acquisitions (M&As) of small rural hospitals affect access to care for Medicare beneficiaries, and the potential financial consequences of M&As to small rural hospitals.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Healthcare financing, Hospitals and clinics, Medicare
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Rural-urban Comparison of Hospital Financial Performance by Medicare Payment Classification
This project will compare the financial performance of rural and urban short term general hospitals by Medicare payment classifications (PPS only, Medicare dependent hospitals, sole community hospitals, rural referral centers, and critical access hospitals).
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Hospitals and clinics, Medicare
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The Financial and Community Experience of Sole Community Hospitals in Comparison to Other Rural Hospitals
This research will investigate the financial and community experience of Sole Community Hospitals (SCHs) in comparison with other rural hospitals. The availability of alternative facilities, and the socioeconomic and demographic characteristics of SCH service areas will be compared to other rural hospital service areas.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Hospitals and clinics, Medicare, Medicare Prospective Payment System (PPS), Rural statistics and demographics
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Three Models of a Rural Emergency Hospital
This project used secondary data about small rural emergency departments and expert opinion to develop three clinical and operational models of a Rural Emergency Hospital (REH). The REH models were based on case mix, service mix, patient volume, clinical staffing, and technology.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Hospitals and clinics, Legislation and regulation, Medicare
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What Does it Cost to Operate a Rural Free-Standing Emergency Department (RFED)?
In recent months, there have been numerous media reports of rural hospital closures and the adverse effect on communities. In the face of hospital closure, one alternative for maintaining access to healthcare is a rural free-standing emergency department (RFED).
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Critical Access Hospitals (CAHs), Healthcare financing, Medicare
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What Happens after Acute Inpatient Care is No Longer Provided by a Rural Hospital?
This project will investigate the precursors to closure of acute inpatient care by rural hospitals and the post-closure configuration of health care services in the community.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topic: Hospitals and clinics
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What Would be the Financial Consequence of Eliminating Low Volume Hospital Payments?
Analysis will include comparison of the long-term profitability of low-volume hospitals to other rural hospitals and estimation of the potential profitability consequences of eliminating the payment classification altogether.
Research center: North Carolina Rural Health Research and Policy Analysis Center
Topics: Hospitals and clinics, Medicare, Medicare Prospective Payment System (PPS)
Publications - (23)
2024
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An Updated Model of Rural Hospital Financial Distress
Journal Article
North Carolina Rural Health Research and Policy Analysis Center
Date: 10/2024
In fall 2024, the North Carolina Rural Health Research Program completed a study modeling financial distress among rural hospitals, "An Updated Model of Rural Hospital Financial Distress." The model updates a 2016 version, by adding recent changes in the operating environment.
2023
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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.
2022
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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.
2020
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Decline in Inpatient Volume at Rural Hospitals
Journal Article
North Carolina Rural Health Research and Policy Analysis Center
Date: 12/2020
This study examined inpatient volume in rural hospitals between 2011 and 2017. Patient population and the organizational and geographic characteristics of hospitals that were significant predictors of inpatient volume included census region, Medicare payment type, ownership type, total margin, and percent of the population in poverty. -
A Comparison of Rural and Urban Specialty Hospitals
Policy Brief
Rapid Response to Requests for Rural Data Analysis
Date: 09/2020
This brief describes key differences between specialty hospitals located in rural versus urban areas.
2019
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2019 Wage Index Differences and Selected Characteristics of Rural and Urban Hospitals
Policy Brief
Rapid Response to Requests for Rural Data Analysis
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
Rapid Response to Requests for Rural Data Analysis
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
Rapid Response to Requests for Rural Data Analysis
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
Rapid Response to Requests for Rural Data Analysis
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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CMS Hospital Quality Star Rating: For 762 Rural Hospitals, No Stars Is the Problem
Policy Brief
Rapid Response to Requests for Rural Data Analysis
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. -
Predicting Financial Distress and Closure in Rural Hospitals
Journal Article
North Carolina Rural Health Research and Policy Analysis Center
Date: 06/2017
Examines the financial distress of rural hospitals to better predict closures within two years.
2016
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How Would Rural Hospitals Be Affected by Loss of the Affordable Care Act's Medicare Low-Volume Hospital Adjustment?
Journal Article
North Carolina Rural Health Research and Policy Analysis Center
Date: 11/2016
Using data from the Hospital Market Service Area File, the Hospital Cost Report Information System, and Nielsen-Claritas Pop-Facts, this study examined the effect the low-volume hospital payment adjustment has on a hospital's finances. It also looked at the effects of losing the payment adjustment. -
To What Extent Do Community Characteristics Explain Differences in Closure Among Financially Distressed Rural Hospitals?
Journal Article
North Carolina Rural Health Research and Policy Analysis Center
Date: 11/2016
This study examined the differences between rural hospitals at high risk of financial distress that stayed open and those that closed.
2015
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Rural Hospital Mergers and Acquisitions: Which Hospitals Are Being Acquired and How Are They Performing Afterward?
Journal Article
North Carolina Rural Health Research and Policy Analysis Center
Date: 11/2015
Examines characteristics of rural hospitals that have merged or were acquired during 2005 and 2012. Also compares the change is rural hospital finances, staffing, or services after the merger or acquisition. -
Uncompensated Care Burden May Mean Financial Vulnerability for Rural Hospitals in States That Did Not Expand Medicaid
Journal Article
North Carolina Rural Health Research and Policy Analysis Center
Date: 10/2015
Explores the differences of rural hospitals in states with Medicaid expansion and those with nonexpansion, in terms of the amount of uncompensated care they provided and their profitability and market characteristics in 2013. -
The Rising Rate of Rural Hospital Closures
Journal Article
North Carolina Rural Health Research and Policy Analysis Center
Date: 07/2015
Discusses the increase in rural hospital closure rates, including the causes of closures and its impact on rural communities. -
The Effect of Surgery on the Profitability of Rural Hospitals
Journal Article
North Carolina Rural Health Research and Policy Analysis Center
Date: 2015
Presents research on the effect of providing surgery in rural hospitals. Examines the availability of surgery's effect on trauma outcomes and economies in rural communities.
2013
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Change in Profitability and Financial Distress of Critical Access Hospitals From Loss of Cost-Based Reimbursement
Rapid Response to Requests for Rural Data Analysis
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
Rapid Response to Requests for Rural Data Analysis
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
Rapid Response to Requests for Rural Data Analysis
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.
2007
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Variations in Financial Performance Among Peer Groups of Critical Access Hospitals
Journal Article
North Carolina Rural Health Research and Policy Analysis Center
Date: 2007
Reports findings from a study that investigated whether indicators of financial performance and condition systematically vary among peer groups of Critical Access Hospitals (CAHs).
2004
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Comparative Performance Data for Critical Access Hospitals
Journal Article
Maine Rural Health Research Center, North Carolina Rural Health Research and Policy Analysis Center
Date: 2004
Discusses the potential use of comparative performance data for critical access hospitals (CPD-CAH) to facilitate performance and quality improvement. Covers potential benefits and drawbacks of CPD-CH and identifies issues in the development and implementation of CPD-CAH.