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Yoon D, Song I, Jeon HL, Bea S, Choi A, Lee H, Shin JY. Clinical and Cost-Saving Effects of the Drug Utilization Review Modernization Project in Inpatient and Outpatient Settings in Korea. J Patient Saf 2022; 18:605-610. [PMID: 35587895 DOI: 10.1097/pts.0000000000001030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Korea's national health insurance authority introduced a drug utilization review modernization pilot project in which health professionals provided follow-up services to monitor adverse drug events. We aimed to evaluate the effects of the project on clinical and economic outcomes. METHODS We conducted difference-in-differences analysis using National Health Insurance claims data from the Health Insurance Review and Assessment Service. We calculated the number of adverse drug events and allergic reactions as a clinical indicator and medical costs incurred to manage these events as an economic indicator. Absolute difference in each outcome measure was defined as the value after the project minus the value before the project. Difference-in-differences was defined as a difference in absolute differences between the intervention group and the control group. RESULTS Overall, difference-in-differences were -43 and -826 for the number of drug-related adverse events and allergic reactions and -$198,700 and $53,318 for medical costs in the inpatient and outpatient settings, respectively. For outpatients, the monthly number of adverse drug events and allergic reactions has grown higher for the control group than for the intervention group after implementation of the pilot project. CONCLUSIONS Implementation of the pilot project lowered the number of adverse drug events and allergic reactions in the inpatient and outpatient setting. The project also lowered medical costs incurred to manage these events in the inpatient setting only. Based on our findings, we recommend that the pilot project be expanded on a nationwide level at least in the inpatient setting.
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Affiliation(s)
- Dongwon Yoon
- From the School of pharmacy, Sungkyunkwan University, Suwon
| | - Inmyung Song
- College of Nursing and Health, Kongju National University, Gongju
| | - Ha-Lim Jeon
- School of Pharmacy, Jeonbuk National University, Jeonju, Jeonbuk
| | - Sungho Bea
- From the School of pharmacy, Sungkyunkwan University, Suwon
| | - Ahhyung Choi
- From the School of pharmacy, Sungkyunkwan University, Suwon
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Trends in telephonic comprehensive medication review in the United States from 2000 to present: a scoping literature review. J Am Pharm Assoc (2003) 2021; 62:406-412.e1. [PMID: 35067477 DOI: 10.1016/j.japh.2021.12.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 11/12/2021] [Accepted: 12/15/2021] [Indexed: 11/24/2022]
Abstract
BACKGROUND Although comprehensive medication review (CMR) services have been shown to provide value to patients and payers, the extent of uniformity in service delivery is unknown. A variety of standards and recommendations are available from academic and professional sources, but variation in service provision is an important consideration when attempting to measure or compare service quality nationally. OBJECTIVE This study aimed to identify and summarize trends in the peer-reviewed and gray literature describing telephonic CMR delivery and content. METHODS A scoping review of peer-reviewed and gray literature was conducted to quantify and qualify trends in CMR service. Two independent reviewers screened abstracts from 9 bibliographic databases and selected gray literature sources in accordance with the Joanna Briggs Institute guidelines and an internally developed protocol. Inclusion criteria for the review were English language; discussion of telephonic CMR service in the United States; research, legislation, or guidelines that describe CMR content coverage requirements for payment; and publication from the year 2000 to the present. Data relating to publication type, study design, setting, region, and themes of CMR content were collated into a Microsoft Excel data extraction form. Qualitative thematic analysis was conducted, and key findings and concepts were reported contextually. RESULTS Of 374 identified documents screened, 15 were included in this scoping review and thematic analysis. The following characteristics of CMRs were identified: content, coverage, eligibility, frequency, process, and responsiveness. All published documents (n = 15, 100%) included a discussion of CMR content, and 14 sources (93%) addressed process elements of providing a CMR. Discussion of other themes varied in frequency across documents, ranging from 3 articles (20%) addressing organizational goals for CMR to 12 articles (80%) including elements of responsiveness. Within-theme variation was also observed for several CMR content areas. CMR process was the most heterogeneous theme with topics ranging from access to patient health records to pharmacist training. CONCLUSIONS Assessment of telephonic CMR comprised a small but steadily increasing portion of the medication therapy management literature. Publications since 2015 have shown an increasing consensus of CMR content and purpose. Per the identified literature, there is an ongoing demand for higher-quality, more holistic CMRs, but there is no consensus on how to measure CMR quality. Future work should include engaging with CMR experts to understand variability in measures of CMR success.
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Pestka DL, Stoa MK, Sorensen TD, Blanchard CM. Community pharmacists' perceptions of acceptability, appropriateness, and feasibility of a value-based care model for comprehensive medication management. J Manag Care Spec Pharm 2021; 27:865-872. [PMID: 34185558 PMCID: PMC10391181 DOI: 10.18553/jmcp.2021.27.7.865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: HealthPartners is an integrated health plan offering comprehensive medication management (CMM) under a value-based care model called Partners in Excellence (PIE). In PIE, participating organizations are incentivized to conduct CMM visits and are eligible for bonus payments if they achieve quality and engagement metrics. Engagement in PIE from community pharmacies has been lacking. Implementation science, specifically the assessment of implementation outcomes, provides key insights into the uptake of patient care services, such as CMM, into practice. OBJECTIVE: To evaluate the acceptability, appropriateness, and feasibility of the PIE program from the perspective of community pharmacists and pharmacy managers. METHODS: Semi-structured, one-on-one qualitative interviews were conducted with a group of 14 pharmacists and pharmacy managers participating in the PIE program. Interviews were coded inductively, and then codes were mapped to the implementation outcomes of acceptability, appropriateness, and feasibility. RESULTS: Twelve codes emerged from the interviews. Four codes (targeted conditions of PIE, achieving PIE metrics, comprehensiveness of PIE, and confusion and barriers) were mapped to acceptability; 3 codes (CMM documentation and billing, fitting CMM into limited time with patients, and community pharmacy's role in patient care) were mapped to appropriateness; and 1 code (collecting clinical patient information) was mapped to feasibility. Four codes (CMM payment model, targeting patients for CMM, personnel for CMM, and patient/provider buy-in of CMM) were considered a combination of more than 1 outcome. CONCLUSIONS: Although the acceptability, appropriateness, and feasibility of the PIE program was generally positive, participants cited a number of implementation challenges related to documentation and billing and producing a sustainable CMM model. The results shed light on how a value-based care model for CMM is perceived within community pharmacies and could inform the development and implementation of similar quality-based CMM programs. DISCLOSURES: This study was funded by the National Association of Chain Drug Stores (NACDS) Foundation and the UNC Eshelman Institute for Innovation. Pestka is affiliated with the University of Minnesota College of Pharmacy and reports grants from NACDS Foundation and UNC Eshelman Institute for Innovation for the conduct of the study; she has also received grants from UNC Eshelman Institute for Innovation and NACDS Foundation outside the submitted work. Stoa and Sorensen are also affiliated with the University of Minnesota College of Pharmacy. Blanchard is employed at the UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill. This work was presented as a virtual poster at the 2020 American College of Clinical Pharmacy Annual Meeting, October 19-30, 2020.
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Affiliation(s)
- Deborah L Pestka
- Department of Pharmaceutical Care & Health Systems, College of Pharmacy, University of Minnesota, Minneapolis
| | - Morgan K Stoa
- Department of Pharmaceutical Care & Health Systems, College of Pharmacy, University of Minnesota, Minneapolis
| | - Todd D Sorensen
- Department of Pharmaceutical Care & Health Systems, College of Pharmacy, University of Minnesota, Minneapolis
| | - Carrie M Blanchard
- Center for Medication Optimization, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill
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Draime JA, Wicker EC, Krauss ZJ, Sweeney JL, Anderson DC. Description of Position Ads for Pharmacy Technicians. PHARMACY 2020; 8:E88. [PMID: 32456092 PMCID: PMC7356823 DOI: 10.3390/pharmacy8020088] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 05/18/2020] [Accepted: 05/21/2020] [Indexed: 12/03/2022] Open
Abstract
Pharmacy technician roles are evolving alongside the changing role of a pharmacist. There is currently no uniform definition of a pharmacy technician's role in the pharmacy workforce. The objective of this study was to look at the United States-based pharmacy technician advertisement database from Pharmacy Week to find patterns and commonalities in the duties and qualifications of pharmacy technicians. A retrospective analysis was performed on fourteen days of pharmacy technician job listings from Pharmacy Week from the year 2018. Information obtained from the listings included job title, location, setting, type of job, job duties, and job requirements. Job duties and requirements were coded by themes. Fourteen days of data resulted in 21,007 individual position listings. A majority of the job listings were for full-time positions (96.4%) and most were in the retail setting (96.78%). The most common requirements were registration with State Board, high school diploma, ability to perform tasks, communication, and physical. The most common job duties were general office etiquette, performing tasks under the direct supervision of the pharmacist, and professionalism. This study provides a description of the evolving role of pharmacy technicians through the broad variety in expectations for requirements of pharmacy technician applicants and the duties they perform when hired.
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Affiliation(s)
- Juanita A. Draime
- Department of Pharmacy Practice, Cedarville University School of Pharmacy, Cedarville, OH 45413, USA;
| | - Emily C. Wicker
- Cedarville University School of Pharmacy, Cedarville, OH 45413, USA; (E.C.W.); (Z.J.K.); (J.L.S.)
| | - Zachary J. Krauss
- Cedarville University School of Pharmacy, Cedarville, OH 45413, USA; (E.C.W.); (Z.J.K.); (J.L.S.)
| | - Joel L. Sweeney
- Cedarville University School of Pharmacy, Cedarville, OH 45413, USA; (E.C.W.); (Z.J.K.); (J.L.S.)
| | - Douglas C. Anderson
- Department of Pharmacy Practice, Cedarville University School of Pharmacy, Cedarville, OH 45413, USA;
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Preliminary Investigation of Pharmacist-Delivered, Direct-to-Provider Interventions to Reduce Co-Prescribing of Opioids and Benzodiazepines among a Medicare Population. PHARMACY 2020; 8:pharmacy8010025. [PMID: 32098068 PMCID: PMC7151683 DOI: 10.3390/pharmacy8010025] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 02/14/2020] [Accepted: 02/18/2020] [Indexed: 11/17/2022] Open
Abstract
Co-prescribing of opioids and benzodiazepines can lead to overdoses and mortality. This retrospective study analyzed prescription claims data collected in 2016. A national medication therapy management (MTM) program conducted prescriber-based outreach interventions for patients with concurrent opioid and benzodiazepine prescriptions. The pharmacist's direct-to-prescriber intervention was conducted following a targeted medication review. The pharmacist initiated interventions with the prescriber via facsimile to recommend discontinuation of concurrent use of these drugs. This study included 57,748 subjects who were predominantly female (67.83%) and aged ≥ 65 years (66.90%). Prescribers were most commonly located in the southern United States (46.88%). The top prescribed opioid medications were hydrocodone-acetaminophen (33.60%), tramadol (17.50%), and oxycodone-acetaminophen (15.66%). The top benzodiazepines prescribed concurrently with opioids were alprazolam (35.11%), clonazepam (21.16%), and lorazepam (20.09%). Based on the pharmacists' recommendations, 37,990 (65.79%) resulted in a medication discontinuation (benzodiazepines 40.23%; opioids 59.77%) by the provider. There were significant differences in the proportion of opioids discontinued by subject age (p < 0.001) and prescriber geographical region (p = 0.0148). The top medications discontinued by the prescriber were hydrocodone-acetaminophen (18.86%), alprazolam (14.19%), and tramadol HCl (13.51%). This study provides initial evidence for pharmacist-supported, direct-to-prescriber programs as an effective medication safety strategy.
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Muraywid B, Butkievich LE, Myers B. Effect of a Virtual Pharmacy Review Program: A Population Health Case Study. J Manag Care Spec Pharm 2020; 26:24-29. [PMID: 31880223 PMCID: PMC10390918 DOI: 10.18553/jmcp.2020.26.1.24] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
INTRODUCTION The growing emphasis on value-based health care has created a need for innovative population health management strategies. Pharmacists are underused resources for implementation of meaningful population health models that ensure appropriate medication use through optimization of electronic medical record (EMR) technology and pharmacist knowledge. The objective of our program was to improve the health outcomes of a patient population with diabetes while also reducing costs. PROGRAM DESCRIPTION A virtual pharmacy review (ViPRx) program was used to remotely provide previsit comprehensive medication reviews for patients in the defined population. The pharmacist used the EMR to review medications and relevant histories and to intervene when needed to ensure appropriate medication use. Pharmacist recommendations and supporting statements were delivered to the provider's EMR in-box 1-2 days before a scheduled visit. The information technology resources and virtual model allow the pharmacist to manage patient care and collaborate with providers electronically across multiple clinic locations. OBSERVATIONS The pharmacist managed a panel of over 700 patients in this virtual model. The program has yielded improvements in key diabetes metrics. Most notable is a 6% increase in the percentage of patients with a hemoglobin A1c (HbA1c) value of 9% or less and a 7% improvement in the controlled low-density lipoprotein (LDL) measure. Monitoring parameters (nephropathy screening, HbA1c, and LDL) increased by 8%-12% from baseline. Additional positive outcomes include improved medication adherence in the defined population as seen by a 1.5% improvement in medication possession ratio for diabetes medications. Reductions in per member per month (PMPM) prescription costs are estimated at $11 per month through discontinuation of unnecessary and duplicate medications. IMPLICATIONS The results of this case study on the effect of a virtual pharmacy review program demonstrate an opportunity for pharmacists to engage in a population health management model that improves patient outcomes and may reduce the rate at which PMPM prescription drug costs increase. DISCLOSURES No outside funding supported this work. The authors have no conflicts of interest to disclose. This work was presented at the 2017 Vizient Connections Summit; April 6, 2017; Las Vegas, NV, and the 2018 Cerner Health Conference; October 10, 2018; Kansas City, MO.
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Affiliation(s)
| | | | - Brad Myers
- University of Missouri Health Care, Columbia
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Nuffer W, Trujillo T, Griend JV. Estimated Potential Financial Impact of Pharmacist-Delivered Disease Management Services Across a Network of Pharmacies in Rural Colorado. J Manag Care Spec Pharm 2019; 25:984-988. [PMID: 31456492 PMCID: PMC6859940 DOI: 10.18553/jmcp.2019.25.9.984] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND This study summarizes the potential financial impact of a 3-year collaboration focused on delivering disease management services through pharmacies in 12 rural Colorado communities. OBJECTIVES To (a) identify components within the disease management program that would be billable and generate revenue to each pharmacy and (b) estimate the revenue amount that could be generated based on these services across the 3-year project. METHODS Reimbursable services included diabetes self-management education; medication therapy management services, including the comprehensive medication review; and improvements in Medicare star ratings through pharmacy interventions. RESULTS An estimated total of $117,800 could have been generated by services provided to patients across the 12 pharmacy sites. After subtracting the estimated cost of labor for a pharmacist to provide these services, an estimated net profit of $60,023 resulted over 3 years. Star rating impacts were discussed but were not able to be included as specific revenue based on the complex contracting between pharmacies and third-party insurers. CONCLUSIONS Based on these estimates, delivery of chronic disease management could represent a financially feasible option for community pharmacists. Some credentialing and changes to the mode of delivery would be required to meet billing requirements. Further research is needed to better estimate the cost savings resulting from these services to possibly expand pharmacists' reimbursement opportunities. DISCLOSURES This publication was supported by Cooperative Agreement Number DP004796-05, funded by the Centers for Disease Control and Prevention. The contents of this publication are solely the responsibility of the authors and do not necessarily represent the official views of the Centers for Disease Control and Prevention or the Department of Health and Human Services. None of the authors have any conflicts of interest to disclose regarding this work.
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Affiliation(s)
- Wesley Nuffer
- University of Colorado Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora
| | - Tara Trujillo
- Colorado Department of Public Health and Environment, Denver
| | - Joseph Vande Griend
- University of Colorado Skaggs School of Pharmacy & Pharmaceutical Sciences, Aurora
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8
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Applying Contemporary Management Principles to Implementing and Evaluating Value-Added Pharmacist Services. PHARMACY 2019; 7:pharmacy7030099. [PMID: 31330816 PMCID: PMC6789523 DOI: 10.3390/pharmacy7030099] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2019] [Revised: 07/13/2019] [Accepted: 07/18/2019] [Indexed: 12/11/2022] Open
Abstract
Value-added pharmacy services encompass traditional and emerging services provided by pharmacists to individual and entire populations of persons increasingly under the auspices of a public health mandate. The success of value-added pharmacy services is enhanced when they are carried out and assessed using appropriate theory-based paradigms. Many of the more important management theories for pharmacy services consider the “servicescape” of these services recognizing the uniqueness of each patient and service encounter that vary based upon health needs and myriad other factors. In addition, implementation science principles help ensure the financial viability and sustainability of these services. This commentary reviews some of the foundational management theories and provides a number of examples of these theories that have been applied successfully resulting in a greater prevalence and scope of value-added services being offered.
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Squires A, Ridge L, Miner S, McDonald MV, Greenberg SA, Cortes T. Provider Perspectives of Medication Complexity in Home Health Care: A Qualitative Secondary Data Analysis. Med Care Res Rev 2019; 77:609-619. [DOI: 10.1177/1077558719828942] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
A primary service provided by home care is medication management. Issues with medication management at home place older adults at high risk for hospital admission, readmission, and adverse events. This study sought to understand medication management challenges from the home care provider perspective. A qualitative secondary data analysis approach was used to analyze program evaluation interview data from an interprofessional educational intervention study designed to decrease medication complexity in older urban adults receiving home care. Directed and summative content analysis approaches were used to analyze data from 90 clinician and student participants. Medication safety issues along with provider–provider communication problems were central themes with medication complexity. Fragmented care coordination contributed to medication management complexity. Patient-, provider-, and system-level factors influencing medication complexity and management were identified as contributing to both communication and coordination challenges.
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Antimisiaris D, Cutler T. Managing Polypharmacy in the 15-Minute Office Visit. PHYSICIAN ASSISTANT CLINICS 2018. [DOI: 10.1016/j.cpha.2018.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Abstract
Polypharmacy is an underappreciated factor in undesirable patient outcomes. In older adults, polypharmacy is considered a syndrome of harm and presents a challenge to primary care providers. The United States has one of the highest medication use rates per capita in the world. With the aging population, and polypharmacy a significant part of the lives of older adults, management of polypharmacy poses both a growing challenge and an opportunity for all health care providers. This article provides an overview of skills to improve medication use management in older adults living with polypharmacy.
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Affiliation(s)
- Demetra Antimisiaris
- Pharmacy and Medication Management Program, Department of Pharmacology and Toxicology, University of Louisville, 501 East Broadway, Suite 240, Louisville, KY 40202, USA; Department of Neurology, University of Louisville, 501 East Broadway, Suite 240, Louisville, KY 40202, USA; Department of Family Medicine and Geriatrics, University of Louisville, 501 East Broadway, Suite 240, Louisville, KY 40202, USA.
| | - Timothy Cutler
- Department of Clinical Pharmacy, UCSF School of Pharmacy, 533 Parnassus Avenue U585, UCSF POBox 0622, San Francisco, CA 94117, USA
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The Iowa new practice model: Advancing technician roles to increase pharmacists' time to provide patient care services. J Am Pharm Assoc (2003) 2018; 58:268-274.e1. [DOI: 10.1016/j.japh.2018.02.005] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2017] [Revised: 01/16/2018] [Accepted: 02/04/2018] [Indexed: 11/20/2022]
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Joseph T, Hale GM, Eltaki SM, Prados Y, Jones R, Seamon MJ, Moreau C, Gernant SA. Integration Strategies of Pharmacists in Primary Care-Based Accountable Care Organizations: A Report from the Accountable Care Organization Research Network, Services, and Education. J Manag Care Spec Pharm 2018; 23:541-548. [PMID: 28448780 PMCID: PMC10397758 DOI: 10.18553/jmcp.2017.23.5.541] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND The accountable care organization (ACO) is an innovative health care delivery model centered on value-based care. ACOs consisting of primary care providers are increasingly becoming commonplace in practice; however, medication management remains suboptimal. PROGRAM DESCRIPTION As experts in medication management, pharmacists perform direct patient care and assist in the transition from one provider to another, which places them in an ideal position to manage multiple aspects of patient care. Pharmacist-provided care has been shown to reduce drug expenditures, hospital readmissions, length of stay, and emergency department visits. Although pharmacists have become key team members of interdisciplinary teams within traditional care settings, their role has often been overlooked in the primary care-based ACO. In 2015, Nova Southeastern University College of Pharmacy founded the Accountable Care Organization Research Network, Services, and Education (ACORN SEED), a team of pharmacy practice faculty dedicated to using innovative approaches to patient care, while providing unique learning experiences for pharmacy students by partnering with ACOs in the South Florida region. Five opportunities are presented for pharmacists to improve medication use specifically in primary care-based ACOs: medication therapy management, annual wellness visits, chronic disease state management, chronic care management, and transitions of care. OBSERVATIONS Several challenges and barriers that prevent the full integration of pharmacists into primary care-based ACOs include lack of awareness of pharmacist roles in primary care; complex laws and regulations surrounding clinical protocols, such as collaborative practice agreements; provider status that allows compensation for pharmacist services; and limited access to medical records. By understanding and maximizing the role of pharmacists, several opportunities exist to better manage the medication-use process in value-based care settings. IMPLICATIONS/RECOMMENDATIONS As more organizations realize benefits and overcome barriers to the integration of pharmacists into patient care, programs involve pharmacists will become an increasingly common approach to improve outcomes and reduce the total cost of care and will improve the financial viability of primary care-based ACOs. DISCLOSURES No outside funding supported this research. The authors report no conflicts of interest related to this manuscript. Study concept and design were contributed by Joseph, Hale, and Eltaki, with assistance from the other authors. Prados and Jones took the lead in data collection and data interpretation and analysis, with assistance from the other authors. The manuscript was written primarily by Joseph and Hale, along with the other authors, and revised primarily by Seamon and Gernant, along with the other authors.
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Affiliation(s)
- Tina Joseph
- 1 Department of Pharmacy Practice, Nova Southeastern University College of Pharmacy, Palm Beach Gardens, Florida
| | - Genevieve M Hale
- 1 Department of Pharmacy Practice, Nova Southeastern University College of Pharmacy, Palm Beach Gardens, Florida
| | - Sara M Eltaki
- 1 Department of Pharmacy Practice, Nova Southeastern University College of Pharmacy, Palm Beach Gardens, Florida
| | - Yesenia Prados
- 1 Department of Pharmacy Practice, Nova Southeastern University College of Pharmacy, Palm Beach Gardens, Florida
| | - Renee Jones
- 1 Department of Pharmacy Practice, Nova Southeastern University College of Pharmacy, Palm Beach Gardens, Florida
| | - Matthew J Seamon
- 1 Department of Pharmacy Practice, Nova Southeastern University College of Pharmacy, Palm Beach Gardens, Florida
| | - Cynthia Moreau
- 1 Department of Pharmacy Practice, Nova Southeastern University College of Pharmacy, Palm Beach Gardens, Florida
| | - Stephanie A Gernant
- 1 Department of Pharmacy Practice, Nova Southeastern University College of Pharmacy, Palm Beach Gardens, Florida
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Vande Griend JP, Rodgers M, Nuffer W. Effect of an Advanced Pharmacy Practice Experience on Medication Therapy Management Services in a Centralized Retail Pharmacy Program. J Manag Care Spec Pharm 2018; 23:561-565. [PMID: 28448777 PMCID: PMC10398193 DOI: 10.18553/jmcp.2017.23.5.561] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Medication therapy management (MTM) delivery is increasingly important in managed care. Successful delivery positively affects patient health and improves Centers for Medicare & Medicaid Services star ratings, a measure of health plan quality. As MTM services continue to grow, there is an increased need for efficient and effective care models. The primary objectives of this project were to describe the delivery of MTM services by fourth-year Advanced Pharmacy Practice Experience (APPE) students in a centralized retail pharmacy system and to evaluate and quantify the clinical and financial contributions of the students. The secondary objective was to describe the engagement needed to complete comprehensive medication reviews (CMRs) and targeted interventions. PROGRAM DESCRIPTION From May 2015 to December 2015, thirty-five APPE students from the University of Colorado Skaggs School of Pharmacy provided MTM services at Albertsons Companies using the OutcomesMTM and Mirixa platforms. Students delivered patient care services by phone at the central office and provided face-to-face visits at pharmacies in the region. With implementation of the MTM APPE in 2015, the team consisted of 2 MTM pharmacists and pharmacy students, as compared with 1 MTM pharmacist in 2014. The number of CMRs and targeted interventions completed and the estimated additional revenue generated during the 2015 time period were compared with those completed from May through December 2014. The patient and provider engagement needed to complete the CMRs and targeted interventions was summarized. OBSERVATIONS 125 CMRs and 1,918 targeted interventions were billed in 2015, compared with 13 CMRs and 767 targeted interventions in 2014. An estimated $16,575-$49,272 of additional revenue was generated in 2015. To complete the interventions in 2015, the team engaged in 1,714 CMR opportunities and 4,686 targeted intervention opportunities. IMPLICATIONS/RECOMMENDATIONS In this MTM rotation, students provided real-life care to patients, resulting in financial and clinical contributions. This model of education and care delivery can be replicated in the community pharmacy or managed care setting. APPE students are an important component of this model of care delivery, particularly when considering the level of patient engagement needed to complete MTM interventions. DISCLOSURES No outside funding supported this research. The authors have no conflicts of interest to disclose related to this work. All authors contributed to study concept and design. Rodgers collected the data, and data interpretation was performed by Vande Griend, along with Rodgers and Nuffer. The manuscript was written and revised primarily by Vande Griend, along with Nuffer and Rodgers. This project was presented at the Pharmacy Quality Alliance Annual Meeting in Arlington, Virginia, in May 2016.
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Affiliation(s)
- Joseph P Vande Griend
- 1 Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, and Department of Family Medicine, University of Colorado School of Medicine, Aurora
| | - Melissa Rodgers
- 2 Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora
| | - Wesley Nuffer
- 2 Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora
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Malet-Larrea A, Goyenechea E, Gastelurrutia MA, Calvo B, García-Cárdenas V, Cabases JM, Noain A, Martínez-Martínez F, Sabater-Hernández D, Benrimoj SI. Cost analysis and cost-benefit analysis of a medication review with follow-up service in aged polypharmacy patients. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2017; 18:1069-1078. [PMID: 27913940 DOI: 10.1007/s10198-016-0853-7] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Accepted: 11/21/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND Drug related problems have a significant clinical and economic burden on patients and the healthcare system. Medication review with follow-up (MRF) is a professional pharmacy service aimed at improving patient's health outcomes through an optimization of the medication. OBJECTIVE To ascertain the economic impact of the MRF service provided in community pharmacies to aged polypharmacy patients comparing MRF with usual care, by undertaking a cost analysis and a cost-benefit analysis. METHODS The economic evaluation was based on a cluster randomized controlled trial. Patients in the intervention group (IG) received the MRF service and the comparison group (CG) received usual care. The analysis was conducted from the national health system (NHS) perspective over 6 months. Direct medical costs were included and expressed in euros at 2014 prices. Health benefits were estimated by assigning a monetary value to the quality-adjusted life years. One-way deterministic sensitivity analysis was undertaken in order to analyse the uncertainty. RESULTS The analysis included 1403 patients (IG: n = 688 vs CG: n = 715). The cost analysis showed that the MRF saved 97 € per patient in 6 months. Extrapolating data to 1 year and assuming a fee for service of 22 € per patient-month, the estimated savings were 273 € per patient-year. The cost-benefit ratio revealed that for every 1 € invested in MRF, a benefit of 3.3 € to 6.2 € was obtained. CONCLUSION The MRF provided health benefits to patients and substantial cost savings to the NHS. Investment in this service would represent an efficient use of healthcare resources.
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Affiliation(s)
- Amaia Malet-Larrea
- Pharmaceutical Technology Department, Faculty of Pharmacy, University of the Basque Country, P. Universidad 7, 01006, Vitoria, Spain.
| | - Estíbaliz Goyenechea
- Official Pharmacist Association of Guipúzcoa, Prim 2, 20006, San Sebastián, Spain
| | - Miguel A Gastelurrutia
- Pharmaceutical Care Research Group, Faculty of Pharmacy, University of Granada, Campus Universitario de Cartuja, 18071, Granada, Spain
| | - Begoña Calvo
- Pharmaceutical Technology Department, Faculty of Pharmacy, University of the Basque Country, P. Universidad 7, 01006, Vitoria, Spain
| | - Victoria García-Cárdenas
- Graduate School of Health, University of Technology Sydney, 15 Broadway, Ultimo, NSW, 2007, Australia
| | - Juan M Cabases
- Department of Economics, Public University of Navarra, Campus Arrosadía, 31006, Pamplona, Spain
| | - Aránzazu Noain
- Pharmaceutical Care Research Group, Faculty of Pharmacy, University of Granada, Campus Universitario de Cartuja, 18071, Granada, Spain
| | - Fernando Martínez-Martínez
- Pharmaceutical Care Research Group, Faculty of Pharmacy, University of Granada, Campus Universitario de Cartuja, 18071, Granada, Spain
| | - Daniel Sabater-Hernández
- Pharmaceutical Care Research Group, Faculty of Pharmacy, University of Granada, Campus Universitario de Cartuja, 18071, Granada, Spain
- Graduate School of Health, University of Technology Sydney, 15 Broadway, Ultimo, NSW, 2007, Australia
| | - Shalom I Benrimoj
- Graduate School of Health, University of Technology Sydney, 15 Broadway, Ultimo, NSW, 2007, Australia
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Ryan TP, Morrison RD, Sutherland JJ, Milne SB, Ryan KA, Daniels JS, Misra-Hebert A, Hicks JK, Vogan E, Teng K, Daly TM. Medication adherence, medical record accuracy, and medication exposure in real-world patients using comprehensive medication monitoring. PLoS One 2017; 12:e0185471. [PMID: 28957369 PMCID: PMC5619774 DOI: 10.1371/journal.pone.0185471] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2017] [Accepted: 09/13/2017] [Indexed: 01/05/2023] Open
Abstract
Background Poor adherence to medication regimens and medical record inconsistencies result in incomplete knowledge of medication therapy in polypharmacy patients. By quantitatively identifying medications in the blood of patients and reconciling detected medications with the medical record, we have defined the severity of this knowledge gap and created a path toward optimizing medication therapy. Methods and findings We validated a liquid chromatography-tandem mass spectrometry assay to detect and/or quantify 38 medications across a broad range of chronic diseases to obtain a comprehensive survey of patient adherence, medical record accuracy, and exposure variability in two patient populations. In a retrospectively tested 821-patient cohort representing U.S. adults, we found that 46% of medications assessed were detected in patients as prescribed in the medical record. Of the remaining medications, 23% were detected, but not listed in the medical record while 30% were prescribed to patients, but not detected in blood. To determine how often each detected medication fell within literature-derived reference ranges when taken as prescribed, we prospectively enrolled a cohort of 151 treatment-regimen adherent patients. In this cohort, we found that 53% of medications that were taken as prescribed, as determined using patient self-reporting, were not within the blood reference range. Of the medications not in range, 83% were below and 17% above the lower and upper range limits, respectively. Only 32% of out-of-range medications could be attributed to short oral half-lives, leaving extensive exposure variability to result from patient behavior, undefined drug interactions, genetics, and other characteristics that can affect medication exposure. Conclusions This is the first study to assess compliance, medical record accuracy, and exposure as determinants of real-world treatment and response. Variation in medication detection and exposure is greater than previously demonstrated, illustrating the scope of current therapy issues and opening avenues that warrant further investigation to optimize medication therapy.
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Affiliation(s)
- Timothy P Ryan
- Sano Laboratories, Sano Informed Prescribing, Franklin, Tennessee, United States of America
| | - Ryan D Morrison
- Sano Laboratories, Sano Informed Prescribing, Franklin, Tennessee, United States of America
| | - Jeffrey J Sutherland
- Sano Laboratories, Sano Informed Prescribing, Franklin, Tennessee, United States of America
| | - Stephen B Milne
- Sano Laboratories, Sano Informed Prescribing, Franklin, Tennessee, United States of America
| | - Kendall A Ryan
- Sano Laboratories, Sano Informed Prescribing, Franklin, Tennessee, United States of America
| | - J Scott Daniels
- Sano Laboratories, Sano Informed Prescribing, Franklin, Tennessee, United States of America
| | - Anita Misra-Hebert
- Department of Internal Medicine, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - J Kevin Hicks
- Medicines Department, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Eric Vogan
- Reporting and Analytics, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Kathryn Teng
- Medicines Department, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - Thomas M Daly
- Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio, United States of America
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17
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Lustig A, Ogden M, Brenner RW, Penso J, Westrich KD, Dubois RW. The Central Role of Physician Leadership for Driving Change in Value-Based Care Environments. J Manag Care Spec Pharm 2017; 22:1116-22. [PMID: 27668560 PMCID: PMC10398275 DOI: 10.18553/jmcp.2016.22.10.1116] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND In 2013, it was reported that about 1 of every 3 U.S. adults has hypertension. Of these 70 million individuals, approximately 50% have their blood pressure under control. Achieving hypertension control, especially in at-risk populations, requires a multipronged approach that includes lifestyle modifications and pharmacological treatment. As provider groups, hospital systems, and integrated delivery networks optimize their care processes to promote population health activities in support of the accountable care organization (ACO) model of care, managing hypertension and other chronic diseases will be essential to their success. A critical aspect of managing populations in an ACO environment is optimization of care processes among providers to increase care efficiency and improve patient outcomes. PROGRAM DESCRIPTION Launched in 2013, Measure Up/Pressure Down is a 3-year campaign developed by the American Medical Group Foundation (AMGF) to reduce the burden of high blood pressure. The goal of the campaign is for participating medical groups, health systems, and other organized systems of care to achieve hypertension control for 80% of their patients with high blood pressure by 2016, according to national standards. The role of physician leadership at Cornerstone Health Care (CHC) and Summit Medical Group (SMG) in facilitating organizational change to improve hypertension management through the implementation of the Measure Up/Pressure Down national hypertension campaign is examined. OBSERVATIONS Using patient stratification via its electronic health record, SMG identified 16,000 patients with hypertension. The baseline percentage of hypertension control for this patient population was 66%. Within 7 months, SMG was able to meet the 80% goal set forth by the AMGF's Measure Up/Pressure Down campaign. CHC diagnosed 25,312 patients with hypertension. The baseline percentage of hypertension control for this subgroup of patients was 51.5% when the initiative was first implemented. To date, the organization has achieved 72% hypertension control for at-risk patients and continues work towards the 80% campaign goal. The implementation of the Measure Up/Pressure Down campaign by CHC and SMG provides some valuable lessons. To further explore important aspects of successfully implementing the Measure Up/Pressure Down campaign in real-world settings, 6 key themes were identified that drove quality improvement and may be helpful to other organizations that implement similar quality improvement initiatives: (1) transitioning to value-based payments, (2) creating an environment for success, (3) leveraging program champions, (4) sharing quality data, (5) promoting care team collaboration, and (6) leveraging health information technology. IMPLICATIONS The strategies employed by SMG and CHC, such as leveraging data analysis to identify at-risk patients and comparing physician performance, as well as identifying leaders to institute change, can be replicated by an ACO or a managed care organization (MCO). An MCO can provide data analysis services, sparing the provider groups the analytic burden and helping the MCO build a more meaningful relationship with their providers. DISCLOSURES No outside funding supported this project. The authors declare no conflicts of interest. The authors are members of the Working Group on Optimizing Medication Therapy in Value-Based Healthcare. Odgen is employed by Cornerstone Health Care; Brenner is employed by Summit Medical Group; and Penso is employed by American Medical Group Association. Lustig, Westrich, and Dubois are employed by the National Pharmaceutical Council, an industry-funded health policy research organization that is not involved in lobbying or advocacy. Study concept and design were contributed by Lustig, Penso, Westrich, and Dubois. Lustig, Ogden, Brenner, and Penso collected the data, and data interpretation was performed by all authors. The manuscript was written primarily by Lustig, along with the other authors, and revised by Lustig, Penso, Westrich, and Dubois, assisted by Ogden and Brenner.
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Affiliation(s)
- Adam Lustig
- 1 National Pharmaceutical Council, Washington, DC
| | - Michael Ogden
- 2 Cornerstone Health Care, High Point, North Carolina
| | | | - Jerry Penso
- 4 American Medical Group Association, Alexandria, Virginia
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18
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Brandt NJ, Cooke CE. Centers for Medicare and Medicaid Services Support for Medication Therapy Management (Enhanced Medication Therapy Management). Clin Geriatr Med 2017; 33:153-164. [DOI: 10.1016/j.cger.2017.01.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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19
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Doellner JF, Dettloff RW, DeVuyst-Miller S, Wenstrom KL. Prescriber acceptance rate of pharmacists' recommendations. J Am Pharm Assoc (2003) 2017; 57:S197-S202. [DOI: 10.1016/j.japh.2017.03.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2016] [Revised: 02/26/2017] [Accepted: 03/06/2017] [Indexed: 10/19/2022]
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20
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Cost analysis for the implementation of a medication review with follow-up service in Spain. Int J Clin Pharm 2017; 39:750-758. [DOI: 10.1007/s11096-017-0454-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Accepted: 03/17/2017] [Indexed: 10/19/2022]
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21
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Umbreit A, Holm E, Gander K, Davis K, Dittrich K, Jandl V, Odell L, Sweeten P. Developing a dashboard for benchmarking the productivity of a medication therapy management program. J Am Pharm Assoc (2003) 2017; 57:95-101.e1. [DOI: 10.1016/j.japh.2016.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2016] [Revised: 09/06/2016] [Accepted: 09/06/2016] [Indexed: 10/20/2022]
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22
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Musselman KT, Moczygemba LR, Pierce AL, Plum MBF, Brokaw DK, Kelly DL. Development and Implementation of Clinical Pharmacist Services Within an Integrated Medical Group. J Pharm Pract 2016; 30:75-81. [DOI: 10.1177/0897190015617667] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: In 2012, pharmacists were integrated into a medical group to provide direct patient care, drug information activities, and health care provider education. The medical group encompasses 40 primary care and 60 specialty offices in Virginia. Objective: To describe the development and implementation of clinical pharmacist services integrated within a medical group. Methods: Pharmacists’ roles and responsibilities, type and number of patient encounters, and identification of strategies to facilitate implementation are described. Results: From June 2012 to December 2014, pharmacists had 809 patient encounters, which included patient-centered education, medication consults, Medicare annual wellness visits, senior care visits, and comprehensive medication reviews. Pharmacists addressed 403 drug information requests from nurse navigators, providers, and administrators. Pharmacists also have roles in risk management, quality improvement initiatives, and operations that benefit the medical group. Strategies to facilitate implementation include working with organizational leadership, identifying a physician champion, and establishing credibility by being responsive to practice needs and responding to requests in a timely manner to build trust within the health care team. Conclusion: Integration of pharmacists within health care teams involves more than direct patient care activities. Pharmacists should be involved at the organizational level to have a broader impact on patient and practice levels.
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Affiliation(s)
- Kerri T. Musselman
- Bon Secours Medical Group, Bon Secours Virginia Health System, Midlothian, VA, USA
| | | | - Andrea L. Pierce
- School of Pharmacy, Virginia Commonwealth University, Richmond, VA, USA
| | - Mary-Beth F. Plum
- Bon Secours Medical Group, Bon Secours Virginia Health System, Suffolk, VA, USA
| | - Deborah K. Brokaw
- Bon Secours Medical Group, Bon Secours Virginia Health System, Midlothian, VA, USA
| | - David L. Kelly
- Bon Secours Medical Group, Bon Secours Virginia Health System, Mechanicsville, VA, USA
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