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Graafsma J, Klopotowska JE, Derijks HJ, van de Garde EMW, Hoge RHL, Kruip MJHA, Meijer K, Karapinar-Carkit F, van den Bemt PMLA. Adoption of antithrombotic stewardship and utilization of clinical decision support systems-A questionnaire-based survey in Dutch hospitals. PLoS One 2024; 19:e0306033. [PMID: 38905283 PMCID: PMC11192363 DOI: 10.1371/journal.pone.0306033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 06/10/2024] [Indexed: 06/23/2024] Open
Abstract
Antithrombotics require careful monitoring to prevent adverse events. Safe use can be promoted through so-called antithrombotic stewardship. Clinical decision support systems (CDSSs) can be used to monitor safe use of antithrombotics, supporting antithrombotic stewardship efforts. Yet, previous research shows that despite these interventions, antithrombotics continue to cause harm. Insufficient adoption of antithrombotic stewardship and suboptimal use of CDSSs may provide and explanation. However, it is currently unknown to what extent hospitals adopted antithrombotic stewardship and utilize CDSSs to support safe use of antithrombotics. A semi-structured questionnaire-based survey was disseminated to 12 hospital pharmacists from different hospital types and regions in the Netherlands. The primary outcome was the degree of antithrombotic stewardship adoption, expressed as the number of tasks adopted per hospital and the degree of adoption per task. Secondary outcomes included characteristics of CDSS alerts used to monitor safe use of antithrombotics. All 12 hospital pharmacists completed the survey and report to have adopted antithrombotic stewardship in their hospital to a certain degree. The median adoption of tasks was two of five tasks (range 1-3). The tasks with the highest uptake were: drafting and maintenance of protocols (100%) and professional's education (58%), while care transition optimization (25%), medication reviews (8%) and patient counseling (8%) had the lowest uptake. All hospitals used a CDSS to monitor safe use of antithrombotics, mainly via basic alerts and less frequently via advanced alerts. The most frequently employed alerts were: identification of patients using a direct oral anticoagulant (DOAC) or a vitamin K antagonist (VKA) with one or more other antithrombotics (n = 6) and patients using a VKA to evaluate correct use (n = 6), both reflecting basic CDSS. All participating hospitals adopted antithrombotic stewardship, but the adopted tasks vary. CDSS alerts used are mainly basic in their logic.
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Affiliation(s)
- Jetske Graafsma
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Joanna E. Klopotowska
- Department of Medical Informatics Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Public Health Institute, Amsterdam, the Netherlands
| | | | - Ewoudt M. W. van de Garde
- Department of Pharmacy, St. Antonius Hospital, Nieuwegein, Utrecht, the Netherlands
- Division Pharmacoepidemiology and Clinical Pharmacology, Utrecht University, Utrecht, the Netherlands
| | - Rien H. L. Hoge
- Department of Pharmacy, Wilhelmina Hospital, Assen, the Netherlands
- Gaston Medical, Eindhoven, the Netherlands
| | - Marieke J. H. A. Kruip
- Department of Hematology, Erasmus MC, Erasmus University medical center, Rotterdam, the Netherlands
| | - Karina Meijer
- Department of Hematology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Fatma Karapinar-Carkit
- Department of Clinical Pharmacy & Toxicology, Maastricht University Medical Center+, Maastricht, the Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, the Netherlands
| | - Patricia M. L. A. van den Bemt
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
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Ranusch A, Lin YJ, Dorsch MP, Allen AL, Spoutz P, Seagull FJ, Sussman JB, Barnes GD. Role of Individual Clinician Authority in the Implementation of Informatics Tools for Population-Based Medication Management: Qualitative Semistructured Interview Study. JMIR Hum Factors 2023; 10:e49025. [PMID: 37874636 PMCID: PMC10630856 DOI: 10.2196/49025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 08/16/2023] [Accepted: 09/02/2023] [Indexed: 10/25/2023] Open
Abstract
BACKGROUND Direct oral anticoagulant (DOAC) medications are frequently associated with inappropriate prescribing and adverse events. To improve the safe use of DOACs, health systems are implementing population health tools within their electronic health record (EHR). While EHR informatics tools can help increase awareness of inappropriate prescribing of medications, a lack of empowerment (or insufficient empowerment) of nonphysicians to implement change is a key barrier. OBJECTIVE This study examined how the individual authority of clinical pharmacists and anticoagulation nurses is impacted by and changes the implementation success of an EHR DOAC Dashboard for safe DOAC medication prescribing. METHODS We conducted semistructured interviews with pharmacists and nurses following the implementation of the EHR DOAC Dashboard at 3 clinical sites. Interview transcripts were coded according to the key determinants of implementation success. The intersections between individual clinician authority and other determinants were examined to identify themes. RESULTS A high level of individual clinician authority was associated with high levels of key facilitators for effective use of the DOAC Dashboard (communication, staffing and work schedule, job satisfaction, and EHR integration). Conversely, a lack of individual authority was often associated with key barriers to effective DOAC Dashboard use. Positive individual authority was sometimes present with a negative example of another determinant, but no evidence was found of individual authority co-occurring with a positive instance of another determinant. CONCLUSIONS Increased individual clinician authority is a necessary antecedent to the effective implementation of an EHR DOAC Population Management Dashboard and positively affects other aspects of implementation. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.1186/s13012-020-01044-5.
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Affiliation(s)
- Allison Ranusch
- Center for Clinical Management Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, United States
| | - Ying-Jen Lin
- Center for Bioethics and Social Sciences in Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Michael P Dorsch
- College of Pharmacy, University of Michigan, Ann Arbor, MI, United States
- Institute for Health Policy and Innovation, University of Michigan, Ann Arbor, MI, United States
| | - Arthur L Allen
- Veterans Affairs, Salt Lake City Health Care System, Salt Lake City, UT, United States
| | - Patrick Spoutz
- Veterans Integrated Service Network 20 Northwest Network, Vancouver, WA, United States
| | - F Jacob Seagull
- Center for Bioethics and Social Sciences in Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Jeremy B Sussman
- Center for Clinical Management Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, United States
- Institute for Health Policy and Innovation, University of Michigan, Ann Arbor, MI, United States
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Geoffrey D Barnes
- Center for Bioethics and Social Sciences in Medicine, University of Michigan, Ann Arbor, MI, United States
- Institute for Health Policy and Innovation, University of Michigan, Ann Arbor, MI, United States
- Division of Cardiovascular Medicine, Department of Internal Medicine, Frankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, United States
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Porres-Aguilar M, Ansell J, Mukherjee D, Cota-Rangel X, Martínez-Zubieta R, Carrillo-Esper R, Burnett AE. Impact of Hospital-based Multidisciplinary Anticoagulation Stewardship Programs. Arch Med Res 2023; 54:1-6. [PMID: 36481128 DOI: 10.1016/j.arcmed.2022.11.016] [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: 09/22/2022] [Revised: 11/14/2022] [Accepted: 11/25/2022] [Indexed: 12/12/2022]
Abstract
Antithrombotic therapies, especially anticoagulants, are high-risk medications with increased potential for adverse events. The development and implementation of a well-functioning, designated, multidisciplinary anticoagulation stewardship program (MASP), tailored to each hospital-center's needs, has the primary objectives of improving patient-centered outcomes, minimizing undesirable anticoagulation-related adverse events and minimizing hospital length of stay (LOS) and other patient-related costs. Such stewardship programs are pivotal in supporting busy clinicians with consultation on challenging clinical case scenarios, ensuring appropriate use of valuable healthcare resources, achieving compliance with anticoagulant-associated accreditation standards, and positively impacting patient-specific morbidity/mortality outcomes. Herein, we review and discuss the critical need for antithrombosis stewardship and the benefit of formalized MASP in optimizing use of antithrombotic therapies.
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Affiliation(s)
- Mateo Porres-Aguilar
- Department of Internal Medicine, Divisions of Hospital and Adult Thrombosis Medicine, Texas Tech University Health Sciences Center and Paul L. Foster School of Medicine, El Paso, Texas, USA; Sociedad Mexicana de Trombosis y Hemostasia, Ciudad de México, México.
| | - Jack Ansell
- Department of Medicine, Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York, USA; Anticoagulation Forum, Newton, Massachusetts, USA
| | - Debabrata Mukherjee
- Department of Internal Medicine, Division of Cardiovascular Diseases, Texas Tech University Health Sciences Center and Paul L. Foster School of Medicine, El Paso, Texas, USA
| | - Xóchitl Cota-Rangel
- Sociedad Mexicana de Trombosis y Hemostasia, Ciudad de México, México; Departamento de Hematología, Hospital Medica Avanzada Contigo, Aguascalientes, México
| | - Ricardo Martínez-Zubieta
- Sociedad Mexicana de Trombosis y Hemostasia, Ciudad de México, México; Direción Medica, Hospital Español de México, Ciudad de México, México
| | - Raúl Carrillo-Esper
- Sociedad Mexicana de Trombosis y Hemostasia, Ciudad de México, México; Departamento de Medicina Intensiva y Unidad de Quemados, Instituto Nacional de Rehabilitación Guillermo Ibarra, Ciudad de México, México
| | - Allison E Burnett
- Anticoagulation Forum, Newton, Massachusetts, USA; Inpatient Pharmacy Department, University of New Mexico Hospital, Albuquerque, New Mexico, USA
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Bories M, Bouzillé G, Cuggia M, Le Corre P. Drug–Drug Interactions with Oral Anticoagulants as Potentially Inappropriate Medications: Prevalence and Outcomes in Elderly Patients in Primary Care and Hospital Settings. Pharmaceutics 2022; 14:pharmaceutics14071410. [PMID: 35890305 PMCID: PMC9325322 DOI: 10.3390/pharmaceutics14071410] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/24/2022] [Accepted: 06/29/2022] [Indexed: 02/01/2023] Open
Abstract
Direct oral anticoagulants and vitamin K antagonists are considered as potentially inappropriate medications (PIM) in several situations according to Beers Criteria. Drug–drug interactions (DDI) occurring specifically with these oral anticoagulants considered PIM (PIM–DDI) is an issue since it could enhance their inappropriate character and lead to adverse drug events, such as bleeding events. The aim of this study was (1) to describe the prevalence of oral anticoagulants as PIM, DDI and PIM–DDI in elderly patients in primary care and during hospitalization and (2) to evaluate their potential impact on the clinical outcomes by predicting hospitalization for bleeding events using machine learning methods. This retrospective study based on the linkage between a primary care database and a hospital data warehouse allowed us to display the oral anticoagulant treatment pathway. The prevalence of PIM was similar between primary care and hospital setting (22.9% and 20.9%), whereas the prevalence of DDI and PIM–DDI were slightly higher during hospitalization (47.2% vs. 58.9% and 19.5% vs. 23.5%). Concerning mechanisms, combined with CYP3A4–P-gp interactions as PIM–DDI, were among the most prevalent in patients with bleeding events. Although PIM, DDI and PIM–DDI did not appeared as major predictors of bleeding events, they should be considered since they are the only factors that can be optimized by pharmacist and clinicians.
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Affiliation(s)
- Mathilde Bories
- Pôle Pharmacie, Service Hospitalo-Universitaire de Pharmacie, CHU de Rennes, 35033 Rennes, France;
- CHU Rennes, INSERM, LTSI-UMR 1099, Univ Rennes, 35000 Rennes, France; (G.B.); (M.C.)
- Laboratoire de Biopharmacie et Pharmacie Clinique, Faculté de Pharmacie, Université de Rennes 1, 35043 Rennes, France
| | - Guillaume Bouzillé
- CHU Rennes, INSERM, LTSI-UMR 1099, Univ Rennes, 35000 Rennes, France; (G.B.); (M.C.)
| | - Marc Cuggia
- CHU Rennes, INSERM, LTSI-UMR 1099, Univ Rennes, 35000 Rennes, France; (G.B.); (M.C.)
| | - Pascal Le Corre
- Pôle Pharmacie, Service Hospitalo-Universitaire de Pharmacie, CHU de Rennes, 35033 Rennes, France;
- Laboratoire de Biopharmacie et Pharmacie Clinique, Faculté de Pharmacie, Université de Rennes 1, 35043 Rennes, France
- CHU Rennes, INSERM, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail)-UMR_S 1085, Univ Rennes, 35000 Rennes, France
- Correspondence:
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Burnett AE, Barnes GD. A call to action for anticoagulation stewardship. Res Pract Thromb Haemost 2022; 6:e12757. [PMID: 35865732 PMCID: PMC9289116 DOI: 10.1002/rth2.12757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 05/18/2022] [Accepted: 05/19/2022] [Indexed: 11/21/2022] Open
Affiliation(s)
- Allison E Burnett
- Health Sciences Center, College of Pharmacy University of New Mexico Albuquerque New Mexico USA
| | - Geoffrey D Barnes
- Frankel Cardiovascular Center University of Michigan Ann Arbor Michigan USA
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