Publications by authors named "Clinton Mackinney"

Purpose: Hospitals with lower fixed-to-total-cost ratios may be better positioned to remain financially viable when reducing service volumes required by many value-based payment systems. We assessed whether hospitals in rural areas have higher fixed-to-total-cost ratios, which would tend to create a systematic disadvantage in such an environment.

Methods: Our observational study used a mixed-effects, repeated-measures model to analyze Medicare Hospital Cost Report Information System data for 2011-2020.

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Objective: To evaluate the impact of hospitals' participation in the Medicare Shared Savings Program (MSSP) on their financial performance.

Data Sources: Centers for Medicare & Medicaid Services Hospital Cost Reports and MSSP Accountable Care Organizations (ACO) Provider-Level Research Identifiable File from 2011 to 2018.

Study Design: We used an event-study design to estimate the temporal effects of MSSP participation on hospital financial outcomes and compared within-hospital changes over time between MSSP and non-MSSP hospitals while controlling for hospital and year fixed effects and organizational and service-area characteristics.

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Purpose: To examine the associations of accountable care organization (ACO) characteristics with the likelihood of participation in 2-sided risk tracks in the Medicare Shared Savings Program (SSP).

Methods: CMS ACO Public Use Files and Provider-Level Research Identifiable Files were used to trace Medicare ACOs' participation in the SSP between 2012 and 2020 and measure ACO characteristics, including size, rurality of the service area, affiliation with supporting organizations, program experience, and performance. Logistic regression and survival analysis were used to test the associations between ACO characteristics and the probability of ACOs initially participating in or subsequently switching to 2-sided risk tracks.

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Purpose: Measuring rural health care quality is challenging, and payer and government reporting requirements are frequently misaligned. The Pennsylvania Rural Health Model, a multipayer global budget demonstration for rural hospitals, initially required the proposal of an All-Payer Quality (APQ) Program in which participating payers would have held participating hospitals accountable for performance on a common set of quality measures. We sought to identify quality measures appropriate for use in APQ measurement and reporting programs for globally budgeted rural hospitals.

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This brief highlights key regulatory changes to the Merit-based Incentive Payment System (MIPS) in 2018. We discuss the importance of these changes, particularly as they affect small and rural practices.

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Purpose: To evaluate associations between geographic, structural, and service-provision attributes of Accountable Care Organizations (ACOs) participating in the Medicare Shared Savings Program (MSSP) and the ACOs' quality performance.

Methodology: We conducted cross-sectional and longitudinal analyses of ACO quality performance using data from the Centers for Medicare and Medicaid Services and additional sources. The sample included 322 and 385 MSSP ACOs that had successfully reported quality measures in 2014 and 2015, respectively.

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Introduction Tele-emergency can address several challenges facing emergency departments in rural areas. The purpose of this paper is to (a) examine the rates of avoided transfers in rural emergency departments that adopted tele-emergency applications; and (b) estimate the costs and benefits of using tele-emergency to avoid transfers. Methods Analysis is based on 9048 tele-emergency encounters generated by the Avera eEmergency programme (Sioux Falls, South Dakota) in 85 rural hospitals across seven states between October 2009-February 2014.

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Purpose. This policy brief continues the work of the RUPRI Center analyzing the performance of Medicare Accountable Care Organizations (ACOs) serving rural areas. In this brief, we examine the differences in performance on four domains of quality measures and the overall quality score among Medicare Shared Savings ACOs with different levels of rural presence.

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This brief updates Brief No. 2014-3 and explains changes in the Centers for Medicare & Medicaid Services (CMS) Accountable Care Organization (ACO) regulations issued in June 2015 pertaining to beneficiary assignment for Medicare Shared Savings Program ACOs. Overall, the regulatory changes are intended to (1) encourage ACOs to participate in two-sided risk contracts, (2) increase the likelihood that beneficiaries are assigned to the physician (and ACO) from whom they receive most of their primary care services, and (3) make it easier for Federally Qualified Health Centers (FQHCs) and Rural Health Clinics (RHCs) to participate in ACOs.

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Accountable Care Organizations (ACOs) are groups of health care providers, principally physicians and hospitals, who develop a new entity that contracts to provide coordinated care to assigned patients with the goal of improving quality of care while controlling costs. Section 3022 of the Patient Protection and Affordable Care Act of 2010 created the Medicare Shared Savings Program (SSP). The Centers for Medicare & Medicaid Services (CMS) implements this program and has approved SSP contracts in five cycles since 2011, including some that participated in a special demonstration project that provided advance payment (as a forgivable loan).

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Article Synopsis
  • The policy brief examines insights from visits to four rural Accountable Care Organizations (ACOs) in 2013, highlighting early strategic decisions and challenges to aid future ACO development.
  • Key findings include that these rural ACOs aimed for a value-driven healthcare system, understanding that immediate financial returns may not be guaranteed.
  • Common strategies employed by the ACOs to enhance healthcare value included improved care management, redesign of post-acute care, effective medication management, and planning for end-of-life care, with access to data being crucial for successful population health management.
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Background: Tele-emergency is an expanding telehealth service that provides real-time audio/visual consultation delivered by an emergency medicine team to a remote, often rural, emergency department (ED). Financial analyses of tele-emergency in the literature are limited. This article expands the tele-emergency literature to describe the business case for tele-emergency.

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Introduction: Tele-emergency provides audio/visual communication between a central emergency care centre (tele-emergency hub) and a distant emergency department (remote ED) for real-time emergency care consultation. The purpose of this mixed methods study is to examine how often tele-emergency is activated in usual practice and in what circumstances it is used.

Methods: Tele-emergency log data and merged electronic medical record data from Avera Health (Sioux Falls, SD) were analysed for 60,193 emergency department (ED) encounters presenting over a two-and-a-half year period at 21 critical access hospitals using the tele-emergency service.

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Introduction: Telemedicine is designed to increase access to specialist care, especially in settings distant from tertiary-care centers. One of the more established telemedicine applications in hospitals is the tele-intensive care unit (tele-ICU). Perceptions of tele-ICU users are not well studied.

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This Policy Brief presents characteristics contributing to the formation of four accountable care organizations (ACOs) that serve rural Medicare beneficiaries. Doing so provides considerations for provider organizations contemplating creating rural-based ACOs. Key Findings.

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In this policy brief we analyze the effect of Medicare payment adjustments on Medicare-derived revenues to rural primary care providers. Building on prior work in this area, we look at the effect of changes in the Geographic Practice Cost Indices (GPCIs) from 2013 to 2014 as implemented in the Pathway for SGR Reform Act of 2013 and the Protecting Access to Medicare Act. Key Findings.

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Key Findings. (1) Hospital network participation from 2007 to 2012 increased in larger hospitals (more than 150 beds), non-government not-for-profit hospitals, and metropolitan hospitals. Network participation changed inconsistently in other types of hospitals.

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Accountable Care Organizations (ACOs) are groups of providers (generally physicians and/or hospitals) that may receive financial rewards by maintaining or improving care quality for a group of patients while reducing the cost of care for those patients. The Patient Protection and Affordable Care Act of 2010 (ACA) established a Medicare Shared Savings Program (MSSP) and accompanying Medicare ACOs to “facilitate coordination and cooperation among providers to improve the quality of care for Medicare fee-for-service (FFS) beneficiaries and reduce unnecessary costs.” The MSSP now includes 343 ACOs; an additional 23 ACOs participate in the Medicare Pioneer ACO demonstration program, and there are approximately 240 private ACOs.

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Key Findings. (1) Based on analysis of 2009 Medicare claims data, more than 70% of rural primary care physicians (PCP) and non-physician practitioners (NPP) qualify for payments under the Primary Care Incentive Payment Program (PCIP) threshold (i.e.

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Introduction: As competition for physicians intensifies in the USA, rural areas are at a disadvantage due to challenges unique to rural medical practice. Telemedicine improves access to care not otherwise available in rural settings. Previous studies have found that telemedicine also has positive effects on the work environment, suggesting that telemedicine may improve rural physician recruitment and retention, although few have specifically examined this.

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Tele-emergency services provide immediate and synchronous audio/video connections, most commonly between rural low-volume hospitals and an urban "hub" emergency department. We performed a systematic literature review to identify tele-emergency models and outcomes. We then studied a large tele-emergency service in the upper Midwest.

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Key Findings. (1) The Frontier Extended Stay Clinic (FESC) demonstration project provided expanded emergency services and extended clinic stays to remote rural communities. (2) Although the FESC demonstration ended this year, the FESC model may be appropriate in rural communities other than the five original demonstration sites.

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Key Findings. (1) Medicare Accountable Care Organizations (ACOs) operate in non-metropolitan counties in every U.S.

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Key Findings. (1) Both the number and proportion of providers eligible to receive Primary Care Incentive Payments in 2011, 2012, and 2013 increased during the years used to determine eligibility (2009, 2010, and 2011). (2) For most practice types, rural providers were more likely to be eligible for Primary Care Incentive Payments.

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