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Effect and associated factors of a clinical pharmacy model in the incidence of medication errors in the hospital Pablo Tobón Uribe eacpharmodel study: stepped wedge randomized controlled Trial (NCT03338725). Int J Clin Pharm 2022; 44:439-447. [PMID: 34977994 DOI: 10.1007/s11096-021-01361-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Accepted: 11/23/2021] [Indexed: 11/05/2022]
Abstract
Background The World Health Organization considers medication errors to be an issue that requires attention at all levels of care, to reduce the severe and preventable harm related to drug therapy. Different standards for clinical pharmaceutical practices have been proposed by various organizations across the world, where the pharmacist, as part of the multidisciplinary health team, can help improve patient safety. Objective To assess the impact of the introduction of a clinical pharmacy practice model on medication error in patients of a university hospital. Setting The study was conducted in a tertiary care hospital, Medellín, Colombia. Methods A randomized, controlled cluster-wedge staggered trial with a duration of 14 months was conducted to compare the clinical pharmacy practice model with the usual care process in the hospital. Five hospital health care units were included, which were initially assigned to the control group, and after an observation period of 2 months, they were randomly assigned to the intervention group. The trial protocol was registered in ClinicalTrials.gov (identifier NCT03338725). Main outcome measure The incidence of medication errors in hospitalized patients was the main outcome measure. Results The incidence of medication error was 13.3% and 22.8% for the intervention group and control group, respectively. The probability of presenting a medication error was 48% lower when the patient was in the intervention group (RR 0.52; 95% CI: 0.34-0.79). The probability of presenting a medication error over time was 44% lower in the intervention group (p = 0.0005); meanwhile, the resolution of a medication error over time was 70% higher in the intervention group (p = 0. 0029). Conclusion The clinical pharmacy practice model, made up of strategies focused on reducing medication errors, significantly reduces medication errors in patients during hospitalization compared with usual practice. This work assessed the effect of a clinical pharmacy model on the incidence of medication errors and demonstrated its effectiveness in reducing these errors in hospitalized patients. Trial registration ClinicalTrials.gov, NCT03338725. Registered on 9 November 2017. First patient randomized on February 2, 2018.
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Introduction to the Ashp Specialty Pharmacy State of Practice in Hospitals and Health Systems - Future Directions Summit. Am J Health Syst Pharm 2021; 78:1795-1797. [PMID: 34345892 DOI: 10.1093/ajhp/zxab282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Granados J, Salazar-Ospina A, Botero-Aguirre JP, Valencia-Quintero AF, Ortiz N, Amariles P. Effect and associated factors of a clinical pharmacy model in the incidence of medication errors (EACPharModel) in the Hospital Pablo Tobón Uribe: study protocol for a stepped wedge randomized controlled trial (NCT03338725). Trials 2020; 21:26. [PMID: 31907009 PMCID: PMC6945697 DOI: 10.1186/s13063-019-3945-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2018] [Accepted: 12/02/2019] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND According to WHO, medication error (ME) is a subject that requires attention at all levels of care to reduce severe and preventable damage related to medication use. Clinical pharmacy practice standards have been proposed around the world so that the pharmacist, as part of a multidisciplinary health team, can help improve patient safety; however, further evidence derived from adequate studies is needed to demonstrate this. This study aims to assess the effect of a clinical pharmacy practice model (CPPM) in preventing MEs associated with the medication use process. METHODS A prospective, stepped-wedge, cluster-randomized, controlled trial with a duration of 14 months will be performed to compare the effect of a CPPM along with the usual care process of patients in the Pablo Tobón Uribe Hospital (Medellin, Colombia). The study is designed as a cluster-randomized controlled trial, involving five hospital wards (clusters) and 720 patients. Medical wards are allocated to interventions using a stepped-wedge design. Clusters are initially assigned to the control group. After a 2-month observation period, hospital clusters were randomly allocated to the intervention group. Study outcomes will be assessed at baseline and at 2, 4, 6, 8, 10, and 12 months after randomization. The primary outcome will be to assess the effect of a CPPM on the incidence of medication errors associated with the medication use process. Drug-related problems and factors that contribute to the occurrence of MEs will be assessed as secondary outcomes. Statistical analyses will be performed using a mixed model, with the treatment group and time as fixed effects and the clustering structure as a random effect. Statistical analysis will be performed using Pearson chi-square tests and Student's t-tests, and a P value < 0.05 will be considered statistically significant. DISCUSSION As far as we know, this is the first stepped-wedge, cluster-randomized, controlled trial designed to assess the change of a CPPM on the incidence of medication errors in a hospital in Colombia, and it could generate valuable information about a standardized and patient-centered clinical pharmacy model to improve the safety of inpatient care. TRIAL REGISTRATION ClinicalTrials.gov, NCT03338725. Registered on 9 November 2017. The first patient was randomized on 2 February 2018. PROTOCOL VERSION 0010112018JG.
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Affiliation(s)
- J. Granados
- Grupo Promoción y Prevención Farmacéutica, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Calle 70 No 52-21, Medellín, Colombia
- Grupo de investigación en Tecnología en Regencia de Farmacia, Universidad de Antioquia U de A, Calle 70 No 52-21, Medellín, Colombia
| | - A. Salazar-Ospina
- Grupo Promoción y Prevención Farmacéutica, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Calle 70 No 52-21, Medellín, Colombia
- Grupo de investigación en Tecnología en Regencia de Farmacia, Universidad de Antioquia U de A, Calle 70 No 52-21, Medellín, Colombia
| | - J. P. Botero-Aguirre
- Grupo Investigación clínica HPTU., Hospital Pablo Tobón Uribe, Calle 78B #69-240, Medellín, Antioquia 05001000 Colombia
| | - A. F. Valencia-Quintero
- Grupo Promoción y Prevención Farmacéutica, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Calle 70 No 52-21, Medellín, Colombia
- Grupo Investigación clínica HPTU., Hospital Pablo Tobón Uribe, Calle 78B #69-240, Medellín, Antioquia 05001000 Colombia
| | - N. Ortiz
- Grupo Investigación clínica HPTU., Hospital Pablo Tobón Uribe, Calle 78B #69-240, Medellín, Antioquia 05001000 Colombia
| | - P. Amariles
- Grupo Promoción y Prevención Farmacéutica, Facultad de Ciencias Farmacéuticas y Alimentarias, Universidad de Antioquia, Calle 70 No 52-21, Medellín, Colombia
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Winterstein AG, Staley B, Henriksen C, Xu D, Lipori G, Jeon N, Choi Y, Li Y, Hincapie-Castillo J, Soria-Saucedo R, Brumback B, Johns T. Development and validation of a complexity score to rank hospitalized patients at risk for preventable adverse drug events. Am J Health Syst Pharm 2017; 74:1970-1984. [DOI: 10.2146/ajhp160995] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Affiliation(s)
- Almut G. Winterstein
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL
- Department of Epidemiology, College of Public Health and Health Professions, University of Florida, Gainesville, FL
| | - Ben Staley
- Department of Pharmacy Services, UF Health Shands Hospital, Gainesville, FL
| | - Carl Henriksen
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL
| | - Dandan Xu
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL
| | - Gloria Lipori
- UF Health Shands Hospital, University of Florida, Gainesville, FL
| | - Nakyung Jeon
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL
| | - YoonYoung Choi
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL
| | - Yan Li
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL
| | - Juan Hincapie-Castillo
- Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL
| | - Rene Soria-Saucedo
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL
| | - Babette Brumback
- Department of Biostatistics, College of Public Health and Health Professions, and College of Medicine, University of Florida, Gainesville, FL
| | - Thomas Johns
- Department of Pharmacy Services, UF Health Shands Hospital, Gainesville, FL
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Jeon N, Staley B, Johns T, Lipori GP, Brumback B, Segal R, Winterstein AG. Identifying and characterizing preventable adverse drug events for prioritizing pharmacist intervention in hospitals. Am J Health Syst Pharm 2017; 74:1774-1783. [DOI: 10.2146/ajhp160387] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Affiliation(s)
- Nakyung Jeon
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL
| | - Ben Staley
- Department of Pharmacy Services, UF Health Shands Hospital, Gainesville, FL
| | - Thomas Johns
- Department of Pharmacy Services, UF Health Shands Hospital, Gainesville, FL
| | | | - Babette Brumback
- Department of Biostatistics, College of Public Health and Health Professions, and Department of Biostatistics, College of Medicine, University of Florida, Gainesville, FL
| | - Richard Segal
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL
| | - Almut G. Winterstein
- Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, and Department of Epidemiology, College of Public Health and Health Professions, University of Florida, Gainesville, FL
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Jacobi J, Ray S, Danelich I, Dodds Ashley E, Eckel S, Guharoy R, Militello M, O'Donnell P, Sam T, Crist SM, Smidt D. Impact of the Pharmacy Practice Model Initiative on Clinical Pharmacy Specialist Practice. Pharmacotherapy 2016; 36:e40-9. [PMID: 27118546 DOI: 10.1002/phar.1745] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
This paper describes the goals of the American Society of Health-System Pharmacists' Pharmacy Practice Model Initiative (PPMI) and its recommendations for health-system pharmacy practice transformation to meet future patient care needs and elevate the role of pharmacists as patient care providers. PPMI envisions a future in which pharmacists have greater responsibility for medication-related outcomes and technicians assume greater responsibility for product-related activities. Although the PPMI recommendations have elevated the level of practice in many settings, they also potentially affect existing clinical pharmacists, in general, and clinical pharmacy specialists, in particular. Moreover, although more consistent patient care can be achieved with an expanded team of pharmacist providers, the role of clinical pharmacy specialists must not be diminished, especially in the care of complex patients and populations. Specialist practitioners with advanced training and credentials must be available to model and train pharmacists in generalist positions, residents, and students. Indeed, specialist practitioners are often the innovators and practice leaders. Negotiation between hospitals and pharmacy schools is needed to ensure a continuing role for academic clinical pharmacists and their contributions as educators and researchers. Lessons can be applied from disciplines such as nursing and medicine, which have developed new models of care involving effective collaboration between generalists and specialists. Several different pharmacy practice models have been described to meet the PPMI goals, based on available personnel and local goals. Studies measuring the impact of these new practice models are needed.
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Affiliation(s)
- Judith Jacobi
- Department of Pharmacy, IU Health Methodist Hospital, Indianapolis, Indiana
| | - Shaunta' Ray
- Department of Clinical Pharmacy, University of Tennessee College of Pharmacy, Knoxville, Tennessee
| | | | - Elizabeth Dodds Ashley
- Div. of Infectious Diseases, Department of Medicine, Duke University Medical Center, Durham, North Carolina
| | - Stephen Eckel
- Department of Pharmacy, University of North Carolina Hospitals, Chapel Hill, North Carolina
| | - Roy Guharoy
- Ascension Health and University of Massachusetts Medical School, Worcester, Massachusetts
| | | | - Paul O'Donnell
- Department of Pharmacy Practice, Midwestern University, Downers Grove, Illinois
| | - Teena Sam
- Department of Pharmacy, Baylor University Medical Center, Sunnyvale, Texas
| | | | - Danielle Smidt
- University of California, Davis Medical Center, Sacramento, California
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Andrawis MA, Carmichael J. A suite of inpatient and outpatient clinical measures for pharmacy accountability: recommendations from the Pharmacy Accountability Measures Work Group. Am J Health Syst Pharm 2015; 71:669-78. [PMID: 25225440 DOI: 10.2146/ajhp140346] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Affiliation(s)
- Mary A Andrawis
- Mary A. Andrawis, Pharm.D., M.P.H., is Senior Advisor, Centers for Medicare and Medicaid Innovations, Baltimore, MD. Jannet Carmichael, Pharm.D., FCCP, FAPhA, BCPS, is VISN21 Pharmacy Executive, Veterans Affairs Sierra Pacific Network, Reno, NV
| | - Jannet Carmichael
- Mary A. Andrawis, Pharm.D., M.P.H., is Senior Advisor, Centers for Medicare and Medicaid Innovations, Baltimore, MD. Jannet Carmichael, Pharm.D., FCCP, FAPhA, BCPS, is VISN21 Pharmacy Executive, Veterans Affairs Sierra Pacific Network, Reno, NV.
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Yam FK, Adams AG, Divine H, Steinke D, Jones MD. Clinical inertia in type 2 diabetes: A retrospective analysis of pharmacist-managed diabetes care vs. usual medical care. Pharm Pract (Granada) 2013; 11:203-10. [PMID: 24367460 PMCID: PMC3869636 DOI: 10.4321/s1886-36552013000400005] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2013] [Accepted: 10/13/2013] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND Evidence suggests that patients with type 2 diabetes (T2DM) suffer from a high rate of "clinical inertia" or "recognition of the problem but failure to act." OBJECTIVE THE AIM OF THIS STUDY IS TO QUANTIFY THE RATE OF CLINICAL INERTIA BETWEEN TWO MODELS OF CARE: Pharmacist-Managed Diabetes Clinic (PMDC) vs. Usual Medical Care (UMC). METHODS Patients in a university based medical clinic with type 2 diabetes (T2DM) were analyzed in this retrospective cohort study. Patients were exposed to either PMDC or UMC. The difference in days to intervention in response to suboptimal laboratory values and time to achieve goal hemoglobin A1c (A1c), systolic blood pressure (SBP) and low-density lipoprotein (LDL) was compared in the two models of care. RESULTS A total of 113 patients were included in the analysis of this study, 54 patients were in the PMDC and 59 patients were in the UMC group. Median time (days) to intervention for A1c values >7% was 8 days and 9 days in the PMDC and UMC groups, respectively (p>0.05). In patients with baseline A1c values >8%, median time to achieving A1c<7% was 259 days vs. 403 days in the PMDC and UMC groups, respectively (p<0.05). Median time to goal SBP was 124 days in the PMDC group and 532 days in the UMC group (p<0.05). Median time to goal LDL was 412 days in the PMDC group vs. 506 days in the UMC group (p<0.05). CONCLUSIONS Rates of clinical inertia, defined as time to intervention of suboptimal clinical values, did not differ significantly between patients enrolled in a PMDC compared to patients with UMC with respect to A1c, SBP and LDL. Participation in PMDC, however, was associated with achieving goal A1c, SBP, and LDL levels sooner compared to UMC.
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Affiliation(s)
- Felix K Yam
- UCSD Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California , San Diego. La Jolla, CA ( United States ).
| | - Aimee G Adams
- College of Pharmacy, University of Kentucky . Lexington, KY ( United States ).
| | - Holly Divine
- College of Pharmacy, University of Kentucky . Lexington, KY ( United States ).
| | - Douglas Steinke
- Manchester Pharmacy School, University of Manchester . Manchester ( United Kingdom ).
| | - Mikael D Jones
- College of Pharmacy, University of Kentucky . Lexington, KY ( United States ).
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Moczygemba LR, Goode JVR, Silvester JA, Matzke GR. Pharmacy practice in Virginia in 2011. Ann Pharmacother 2012; 46:S13-26. [PMID: 22499737 DOI: 10.1345/aph.1q802] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Opportunities for pharmacy practice reform exist at state and national levels. The Virginia Commonwealth University (VCU) School of Pharmacy created a working group to assess these opportunities with a mission to advance pharmacy practice in Virginia. OBJECTIVES To assess the perceptions of chronic and acute care pharmacy practice and confidence in providing patient care and medication therapy management (MTM) activities and characterize current work activities of pharmacists in Virginia. METHODS A cross-sectional, online survey was used. VCU School of Pharmacy pharmacist preceptors, students, and faculty members were eligible. The questionnaire contained items that assessed perceptions of chronic and acute care pharmacy practice and confidence in patient care and MTM activities. Demographic and practice site characteristics were also collected. RESULTS A total of 974 preceptors, 515 students, and 78 faculty members were invited to participate, and 335 preceptors, 155 students, and 41 faculty members had usable responses, yielding response rates of 34%, 30%, and 53%, respectively. Preceptors, students, and faculty members favorably viewed direct patient care roles in the chronic and acute care settings. Pharmacists were very confident or confident in performing many patient care and MTM activities. They were least confident in considering genetic characteristics when adjusting medications and creating business plans for new services. Many pharmacists in chronic and acute care settings provided some type of patient care service, but few were regularly providing services. Inadequate time, staffing, and reimbursement, and lack of perceived value from patients and providers were most frequently cited as barriers to service provision. CONCLUSIONS VCU preceptors, students, and faculty members overwhelmingly believe that pharmacists should provide direct patient care and MTM activities. To transform pharmacy practice, it will be important to define the pharmacist's role, responsibilities, and expected outcomes and to consider time, staffing, and compensation as well as to engage patients and providers.
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Affiliation(s)
- Leticia R Moczygemba
- Department of Pharmacotherapy & Outcomes Science, Virginia Commonwealth University, P.O. Box 980533, Richmond, VA 23298, USA.
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Zellmer WA. The Future of Health-System Pharmacy: Opportunities and Challenges in Practice Model Change. Ann Pharmacother 2012; 46:S41-5. [DOI: 10.1345/aph.1q805] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Key factors outside of health-system pharmacy that will shape this sector of the profession in the coming years are (1) the national economy, (2) national politics, (3) the debt of the federal government, (4) global megatrends (including terrorism and economic globalization), (5) health care reform, and (6) trends in the development and use of medicines. These factors will translate into payment cutbacks to hospitals, expanded mandates to improve the quality of health care, increased focus on patient-centered care, more team-based care, and a higher degree of integration across the range of health care settings and providers. In this environment, pharmacists in hospitals and other health systems will have rich opportunities to help improve patient care and institutional sustainability by continuing to move from order-fulfillment and product-preparation functions toward team leadership of drug therapy management. The American Society of Health-System Pharmacists Pharmacy Practice Model Initiative (PPMI) was created to encourage hospital and health-system practice leaders to examine how they deploy their resources (ie, pharmacist time, technician time, and technology) to ensure that the efforts of the pharmacy department are aligned with the most urgent needs of patients and institutions. Key recommendations of the PPMI and evidence about gaps in the provision of drug therapy management services are presented. It is important for every pharmacist and pharmacy technician in health-system practice to understand the imperatives for changing the profession's practice model and to actively pursue appropriate changes in that model.
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Affiliation(s)
- William A. Zellmer
- Pharmacy Foresight, Bethesda, affiliate faculty, School of Pharmacy, Virginia Commonwealth University, Richmond
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Matzke GR, Moczygemba LR, Goode JVR, Silvester JA. Executive Summary: The Virginia Commonwealth University Pharmacy Practice Transformation Conference. Ann Pharmacother 2012; 46:S1-11. [DOI: 10.1345/aph.1q801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Pharmacy practice transformation was the focus of an invitational conference held in June 2011 to address the current status of the practice of pharmacy in Virginia and elucidate the consensus on future directions from pharmacists across the commonwealth. The series of presentations provided visionary perspectives on the role that pharmacists can have in the collaborative management of patients with chronic disease states, the optimal pharmacy practice model for direct patient care delivery in acute care settings, and payment for pharmacists' cognitive services, such as medication therapy management (MTM). The discussion groups were structured to have conference participants first identify future goals for pharmacy practice and then consider strategies to achieve these goals. The conference concluded with a consensus development dialogue that revealed the priorities as well as the strategies that needed to be employed to move the profession toward its goats.
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Affiliation(s)
- Gary R. Matzke
- 215 McGuire Hall, 1112 East Clay St., P.O. Box 980533, Virginia Commonwealth University, Richmond, VA 23298-0533
| | - Leticia R. Moczygemba
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA
| | - Jean-Venable R. Goode
- Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA
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