Keith Mueller

Keith Mueller
University of Iowa | UI · Department of Health Management and Policy

About

232
Publications
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Publications

Publications (232)
Article
Background and Objective Value-based payment programs link payments to the performance of providers on cost and quality of care to incentivize high-value care. To improve quality and lower costs, the Centers for Medicare and Medicaid Services (CMS) implemented the Quality Payment Program (QPP) for clinicians in 2017. Under the Medicare QPP, most el...
Article
The objective was to examine Medical Advantage (MA) organizations' commitment toward addressing social determinants of health (SDOH) through their health-related social benefit offerings, and the perceived impact of providing supplemental benefits associated with SDOH in their plans. Public reporting documents were reviewed from six of the largest...
Article
Purpose Sepsis disproportionately affects patients in rural and socially vulnerable communities. A promising strategy to address this disparity is provider‐to‐provider emergency department (ED)‐based telehealth consultation (tele‐ED). The objective of this study was to determine if county‐level social vulnerability index (SVI) was associated with t...
Preprint
Objective: Sepsis is a leading cause of hospitalization and death in the United States, and rural patients are at particularly high risk. Telehealth has been proposed as one strategy to narrow rural-urban disparities. The objective of this study was to understand why staff use provider-to-provider telehealth in rural emergency departments (tele-ED)...
Article
Full-text available
The Quality Payment Program (QPP) is a Medicare value-based payment program with 2 tracks: -Advanced Alternative Payment Models (A-APMs), including two-sided risk Accountable Care Organizations (ACOs), and Merit-based Incentive Payment System (MIPS). In 2020, A-APM eligible ACO clinicians received an additional 5% positive, and MIPS clinicians rece...
Article
Purpose Nursing home closures have raised concerns about access to post‐acute care (PAC) and long‐term care (LTC) services. We estimate the additional distance rural residents had to travel to access PAC and LTC services because of nursing home closures. Methods We identify nursing home closures and the availability of PAC and LTC services in nurs...
Preprint
Purpose Provider-to-provider emergency department telehealth (tele-ED) has been proposed to improve rural sepsis care. The objective of this study was to measure the association between sepsis documentation and tele-ED use, treatment guideline adherence, and mortality. Materials and Methods This analysis was a multicenter (n=23) cohort study of se...
Article
Study objective: To test the hypothesis that provider-to-provider tele-emergency department care is associated with more 28-day hospital-free days and improved Surviving Sepsis Campaign (SSC) guideline adherence in rural emergency departments (EDs). Methods: Multicenter (n=23), propensity-matched, cohort study using medical records of patients w...
Article
Full-text available
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...
Preprint
Objective To test the hypothesis that provider-to-provider tele-emergency department (tele-ED) care is associated with more 28-day hospital-free days and improved Surviving Sepsis Campaign (SSC) guideline adherence in rural emergency departments (EDs). Methods Multicenter (n=23), propensity-matched, cohort study using medical records of sepsis pat...
Article
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 2...
Article
Full-text available
Objectives Rural population face more health disadvantages than those living in urban and suburban areas. In rural communities, hospitals are frequently the primary organisation with the resources and capabilities to address health issues. This characteristic highlights their potential to be a partner and leader for community health initiatives. Th...
Article
Full-text available
Introduction: Between 2013 and 2019, Illinois limited cannabis access to certified patients enrolled in the Illinois Medical Cannabis Program (IMCP). In 2016, the state instituted a fast-track pathway for terminal patients. The benefits of medicinal cannabis (MC) have clear implications for patients near end-of-life (EOL). However, little is known...
Technical Report
Full-text available
This policy brief continues the RUPRI Center's annual series of Medicare Advantage (MA) enrollment updates. In addition to tracking overall and nonmetropolitan/metropolitan enrollment, this brief also reports on changes in enrollment in types of MA plans. The Center's ongoing line of inquiry also considers policy changes from previous years that ma...
Article
Sepsis is a life-threatening infection that affects over 1.7 million Americans annually. Low-volume rural hospitals have worse sepsis outcomes, and emergency department (ED)-based telemedicine (tele-ED) has been one promising strategy for improving rural sepsis care. The objective of this study is to evaluate the impact of tele-ED consultation on s...
Article
Purpose To assess differences in Patient Aligned Care Team (PACT) performance between rural and urban primary care clinics within the Veterans Health Administration (VHA). Methods An Explanatory Sequential Mixed Methods design was conducted using VHA administrative data to assess performance of a national sample of 891 VHA primary care clinics. Ge...
Technical Report
Full-text available
Rural Policy Brief RUPRI Center for Rural Health Policy Analysis
Article
Full-text available
Objectives This study examines types and forms of cross-sector collaborations employed by rural communities to address community health issues and identifies factors facilitating or inhibiting such collaborations. Setting We conducted case studies of four rural communities in the US state of Iowa that have demonstrated progress in creating healthi...
Article
Purpose: The Medicare Advantage (MA) program allows Medicare beneficiaries to receive benefits from private plans rather than from traditional fee-for-service (FFS) Medicare. Little is known about the rural and urban differences in the populations that enroll in the MA program, and these differences may be important for setting policy. This brief...
Article
Full-text available
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.
Article
Purpose: This policy brief updates a RUPRI Center brief published in 20141 and documents the continued growth in system affiliation by both metropolitan and non-metropolitan hospitals. Key findings: (1) From 2007 to 2016, hospital system affiliation continued to increase across all categories of hospital size, metropolitan/non-metropolitan locat...
Article
Purpose: This RUPRI Center data report describes Medicare accountable care organization (ACO) growth in non-metropolitan U.S. counties from 2016 to 2017. This data report, which includes data through December 2017, follows a similar analysis released in October 2016 that described ACO trends from 2013 to 2015. Key findings: The following finding...
Article
Purpose: Since 2014, when the Health Insurance Marketplaces (HIMs) authorized by the Patient Protection and Affordable Care Act (PPACA) were implemented, considerable premium changes have been observed in the marketplaces across the 50 states and the District of Columbia. This policy brief assesses the changes in average HIM plan premiums from 201...
Article
Full-text available
This Policy Brief continues the series of reports from the RUPRI Center updating the number of pharmacy closures in rural America with annual data. See our website for other analyses of trends and assessment of issues confronting rural pharmacies. Key Findings: (1) Over the last 16 years, 1,231 independently owned rural pharmacies (16.1 percent) in...
Article
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 C...
Article
Purpose: Rural enrollment of Medicare beneficiaries in the Medicare Part D prescription drug program has historically lagged urban enrollment. Rural Part D enrollees are overwhelmingly in standalone prescription drug plans (PDPs), whereas urban beneficiaries are more likely to be enrolled in Medicare Advantage with Prescription Drug (MA-PD) plans....
Article
Purpose: This policy brief provides data assessing effects of Medicaid Disproportionate Share Hospital (DSH) payment on rural hospitals in 47 states. While the allocation of DSH funds to the state is determined by federal legislation utilizing a formula developed by the Centers for Medicare & Medicaid Services (CMS), each state determines distribu...
Article
Purpose: The RUPRI Center for Rural Health Policy Analysis reports annually on rural beneficiary enrollment in Medicare Advantage (MA) plans, noting any trends or new developments evident in the data. These reports are based on data through March of each year, capturing results of open enrollment periods. Key findings: (1) Nationally, 1 in 3 Med...
Article
Purpose: High rates of potentially preventable hospitalizations and emergency department (ED) visits indicate limited primary care access. Rural Health Clinics (RHCs) are intended to increase access to primary care. The goal of this study was to evaluate the role of RHCs and their impact on potentially preventable hospitalizations and ED visits am...
Article
Full-text available
Purpose. The RUPRI Center for Rural Health Policy Analysis has been monitoring the status of rural independent pharmacies since the implementation of Medicare Part D in 2005. After a decade of Part D, we reassess in this brief the issues that concern rural pharmacies and may ultimately challenge their provision of services. This reassessment is bas...
Article
Purpose. From October 2013—before implementation of the Affordable Care Act (ACA)—to November 2016, Medicaid enrollment grew by 27 percent. However, very little attention has been paid to date to how changes in Medicaid enrollment vary within states across the rural-urban continuum. This brief reports and analyzes changes in enrollment in metropoli...
Article
Purpose. In this brief, cumulative county-level enrollment in Health Insurance Marketplaces (HIMs) through March 2016 is presented for state HIMs operated as Federally Facilitated Marketplaces (FFMs) and for those operated as Federally Supported State-Based Marketplaces (FS-SBMs). Enrollment rates in metropolitan and non-metropolitan areas of each...
Article
Full-text available
Medicare Part D has improved access to prescription drugs for Medicare beneficiaries. However, the program has raised certain issues that threaten the viability of pharmacies. After a decade of Part D, we assess these issues as they concern rural pharmacies using survey responses. Independent rural pharmacies, the only retail pharmacy outlets in th...
Article
Purpose. The RUPRI Center for Rural Health Policy Analysis continues to monitor the spread of Medicare accountable care organizations (ACOs) into rural U.S. counties to determine whether this model appeals to rural providers and health systems. The RUPRI Center’s periodic reports reveal trends in rural ACO activity; this brief follows one released...
Article
Purpose. The RUPRI Center for Rural Health Policy Analysis reports annually on rural beneficiary enrollment in Medicare Advantage (MA) plans, noting any trends or new developments evident in the data. These reports are based on data through March of each year, capturing results of open enrollment periods. Key Findings. (1)The number of non-metropol...
Article
Full-text available
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 rura...
Article
Purpose: The Centers for Medicare & Medicaid Services (CMS) has facilitated the development of Medicare accountable care organizations (ACOs), mostly through the Medicare Shared Savings Program (MSSP). To inform the operation of the Center for Medicare & Medicaid Innovation's (CMMI) ACO programs, we assess the financial performance of rural ACOs b...
Article
Full-text available
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-sid...
Article
Payment to Medicare Advantage (MA) plans was fundamentally altered in the Patient Protection and Affordable Care Act of 2010 (ACA). MA plans now operate under a new formula for county-level payment area benchmarks, and in 2012 began receiving quality-based bonus payments. The Medicare Advantage Quality Bonus Payment Demonstration expanded the bonus...
Article
Since passage of the Patient Protection and Affordable Care Act (ACA), much attention has been focused on the functioning of Health Insurance Marketplaces (HIMs). In this brief, cumulative county-level enrollment in HIMs through March 2015 is presented for state HIMs operated as Federally Facilitated Marketplaces (FFMs) and Federally Supported Stat...
Article
Full-text available
This policy brief reports the newly developed taxonomy of rural places based on relevant population and health-resource characteristics; and discusses how this classification tool can be utilized by policy makers and rural communities. Key Findings. (1) We classified 10 distinct types of rural places based on characteristics related to both demand...
Article
In this policy brief we describe the types and volume of major surgical services provided in the inpatient and outpatient settings of Critical Access Hospitals (CAHs) in 2011. Major surgical services are those procedures that require use of an operating room (OR), regardless of whether the procedure was inpatient or outpatient. Key Findings (1) CAH...
Article
Background Rural communities have disproportionately faced primary care shortages for decades in spite of policy efforts to prepare and attract primary care health professionals to practice in rural locales. Insight into how primary care physicians’ service patterns in rural areas differ from those in less rural places is important to better inform...
Article
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...
Article
Key Findings. (1) Rural enrollment in Medicare Advantage (MA) and other prepaid plans increased by 6.8 percent between March 2014 and March 2015 to 2.1 million members, or 21.2 percent of all rural residents eligible for Medicare. This compares to a national enrollment in MA and other prepaid plans of 31.1 percent (16.7 million) of enrollees. (2) R...
Article
Our previous analysis of 2015 Health Insurance Marketplace (HIM) data on plan availability and premiums in comparison to 2014 showed only modest premium increases in many rural areas and increased firm participation in most areas. To determine whether HIM enrollment also shows a positive trend, we analyzed county-level HIM enrollment data for 2015...
Article
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....
Article
Full-text available
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 t...
Article
The Patient Protection and Affordable Care Act established Health Insurance Marketplaces (HIMs) in all 50 states and the District of Columbia. This policy brief assesses the changes in HIMs from 2014 to 2015 in terms of choices offered and premiums charged, with emphasis on how these measures vary across rural and urban places. Key Findings. (1) In...
Article
Telemedicine (also known as telehealth) is a means to increase access to care, one of the foundations of the Triple Aim. However, the expansion of telemedicine services in the United States has been relatively slow. We previously examined the extent of uptake of hospital based telemedicine using the 2013 HIMSS (Healthcare Information and Management...
Article
Prior RUPRI Center policy briefs have described the role of rural pharmacies in providing many essential clinical services (in addition to prescription and nonprescription medications), such as blood pressure monitoring, immunizations, and diabetes counseling, and the adverse effects of Medicare Part D negotiated networks on the financial viability...
Article
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. Thus, we undertook a study focused on assessing s...
Article
Full-text available
This policy brief shares insights gained from site visits in 2013 to four Accountable Care Organizations (ACOs) serving rural Medicare beneficiaries. Initial strategic decisions made and challenges faced as the ACOs were being developed can inform development of other rural ACOs. Key Findings. (1) The rural ACOs we studied were formed as a step tow...
Article
Key Findings. Data from 4,727 hospitals in the 2013 HIMSS Analytics database yielded these findings: (1) wo-thirds (66.0% of rural defined as nonmetropolitan and 68.0% of urban) had no telehealth services or were only in the process of implementing a telehealth application. One-third (34.0%rural and 32.0% urban) had at least one telehealth applicat...
Article
Key Data Findings. (1) The average rural Medicare Advantage (MA) plan enrollee in 2012 experienced a quality rating of 3.60 stars (of a potential 5.0), compared with a rating of 3.71 stars experienced by urban enrollees. (2) The measured rural-urban difference in the MA plan quality is a result of the difference in the composition of the enrollment...
Article
Full-text available
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. (2) Hospital system affiliation has generally increased in hospitals of all sizes, non-g...
Article
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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. (1) Previous organizational integration and risk-sharing experience facilit...
Article
This policy brief analyzes the 2014 premiums associated with qualified health plans (QHPs) made available through new health insurance marketplaces (HIMs), an implementation of the Patient Protection and Affordable Care Act (ACA) of 2010. We report differences in premiums by insurance rating areas while controlling for other important factors such...
Article
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 te...
Article
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 A...
Article
Key Findings. (1) State-level decisions in implementing the Patient Protection and Affordable Care Act of 2010 (ACA) have led to significant state variation in the design of Health Insurance Marketplace (HIM) rating areas. In some designs, rural counties are grouped together, while in others, rural and urban counties have been deliberately mixed. (...
Article
Full-text available
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 Savin...
Article
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. We sent a user s...
Chapter
Medicaid is the nation's largest public insurance program and is a crucial source of health insurance coverage and provider payments for rural people, providers, and communities. The program fills gaps in health insurance coverage for rural people, particularly low-income families and children, and elderly and disabled Medicare beneficiaries. For e...
Article
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., meet the > 60% of allowable Medicare charges). (2) The average incentive payment for qualifying rur...
Article
Key Findings. Twenty-five counties lost their sole community pharmacy between May 2006 and December 2010. Among these: (1) The average population density is 10.4 persons per square mile, compared to 87.4 for the United States. (2) The average population decreased by 1.6% between 2000 and 2010. Excluding the largest county, the average decrease was...
Article
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. (4) FESCs may also...
Article
Local rural pharmacies provide essential pharmacy and clinical services to their communities. Pharmacists play a critical role in the continuum of care for rural residents, and the loss of a local pharmacy may impact access to prescription drugs and clinical care. This policy brief identifies factors that contributed to the closing of six pharmacie...
Article
Full-text available
Key Findings. (1) Medicare Accountable Care Organizations (ACOs) operate in non-metropolitan counties in every U.S. Census Region. (2) 79 Medicare ACOs operate in both metropolitan and non-metropolitan counties. (3) Medicare ACOs operate in 16.7% of non-metropolitan counties. (4) 9 ACOs operate exclusively in non-metropolitan counties, including at...
Article
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. However, rates of...
Article
Purpose: To measure the readiness of rural primary care practices to qualify as patient-centered medical homes (PCMHs), one step toward participating in changes underway in health care finance and delivery. Methods: We used the 2008 Health Tracking Physician Survey to compare PCMH readiness scores among metropolitan and nonmetropolitan primary care...
Article
Key Data Findings. (1) Rural Medicare Advantage (MA) enrollment grew to over 1.7 million in June 2012 (17% of eligible beneficiaries), while total MA enrollment grew to nearly 13.4 million (27% of eligible beneficiaries). (2) Rural preferred provider organization (PPO) and health maintenance organization (HMO) enrollment grew to over 840 thousand (...
Article
Retail pharmacies provide essential services to residents of rural areas and serve many communities as the sole provider of pharmacist services. Losing the only retail pharmacy within a rural community (census designated city), and within a 10 mile radius based on driving distance ("sole community pharmacy"), may affect access to prescription and o...
Article
The closure of rural independently owned pharmacies, including pharmacies that are the sole source of access to local pharmacy services, from 2003 through 2011 coincides with the implementation of two major policies related to payment for prescription medications: (1) Medicare prescription drug discount cards were introduced on January 1, 2004; and...
Article
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The Affordable Care Act calls for creation of health insurance exchanges designed to provide private health insurance plan choices. The Federal Employees Health Benefits Program is a national model that to some extent resembles the planned exchanges. Both offer plans at the state level but are also overseen by the federal government. We examined th...
Article
Findings. (1) Reclassification of rural and urban county designations (due to the switch from 2000 census data to 2010 census data) resulted in a 10 percent decline in the number of Medicare eligible Americans living in rural counties in 2014 (from roughly 10.7 million to 9.6 million). These changes also resulted in a decline in the number of MA en...
Article
This article describes a strategy for rural providers, communities, and policy makers to support or establish accountable care organizations (ACOs). ACOs represent a new health care delivery and provider payment system designed to improve clinical quality and control costs. The Patient Protection and Affordable Care Act (ACA) makes contracts with A...
Article
In this policy brief, we estimate and document rural hospital charges due to ambulatory care sensitive conditions (ACSCs) in the United States, by insurance type, from 2000 to 2004. ACSCs are specific adverse health conditions that can be managed in an ambulatory setting and should not require hospitalization. Hospital charges due to ACSCs are repo...
Article
Medicare Part D provided 3.4 million American seniors with prescription drug insurance. It may also have had an unintended effect on pharmacy viability. This study compares trends in the number of pharmacies and rate of pharmacy closures before and after the implementation of Medicare Part D. This retrospective observational study used data from Na...
Article
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Findings are presented from two focus group discussions with rural non-VA (Veterans Administration) primary care providers to better understand their experience with treating dual care veterans, those who receive care from both VA and non-VA providers. Participants reported challenges related to a lack of communication and coordination between the...
Article
Primary care is the foundation of the rural U.S. health care system. Thus, the willingness of rural primary care physicians to accept new Medicare patients is critically important to the Medicare program and to rural America's elderly. But universally consistent access to primary care physicians for Medicare beneficiaries may be in jeopardy. The Am...
Conference Paper
Background: Non-physician providers (NPs & PAs) have been traditionally used in primary care as gap fillers to address shortages of primary care physicians. Studies have indicated that non-physician providers are more likely than physicians to serve rural and underserved populations (Strickland et al, 1998; Everett et al, 2009). In Nebraska, empiri...
Conference Paper
The Patient Protection and Affordable Care Act of 2010 (ACA) contains numerous provisions that can be used to change the landscape of health care services in rural areas. This presentation will focus on those provisions that would foster systems of care, community-based public health interventions, increases in workforce in rural areas, and multi-s...
Article
To track and evaluate the effectiveness since 2007 of urban health reform policies in Beijing that provided universal health insurance and strengthened local government-owned community health centers (CHCs). Pre- and post-reform data on outpatient visits, staff, and financial statements among all CHCs in a district in Beijing were analyzed by the n...
Article
Purpose: The Veterans Health Administration (VHA) devised an algorithm to classify veterans as Urban, Rural, or Highly Rural residents. To understand the policy implications of the VHA scheme, we compared its categories to 3 Office of Management and Budget (OMB) and 4 Rural-Urban Commuting Area (RUCA) geographical categories.Method: Using residence...