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Rodriguez V, Stanek J, Cua CL, Sankar A, Giver J, Monda K, Canini J, Dunn AL, Kerlin BA. A regional anticoagulation program improves safety and outcomes for both children and adults. J Thromb Thrombolysis 2023:10.1007/s11239-023-02806-w. [PMID: 37093351 DOI: 10.1007/s11239-023-02806-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/01/2023] [Indexed: 04/25/2023]
Abstract
BACKGROUND Evidence-based anticoagulation programs usually serve a local, adult patient population. Here we report outcomes for a regional combined pediatric-adult program. AIMS The aims of this study were: (1) Compare the pre- vs. post-implementation quality of therapy (% time in therapeutic range (%TTR) and compliance). (2) Assess anticoagulant-relevant outcomes (bleeding and thrombotic complications). METHODS Data were collected for the years 2014-2019. Rosendaal linear interpolation was used to calculate %TTR. Bleeding complications were categorized using ISTH-SSC standard nomenclature and new thrombotic events were reviewed. RESULTS The patients were divided into a long-term warfarin group (N = 308), 80.2% of whom had cardiac-related therapeutic indications (median age 24y), and a second group (N = 114) comprised of short-term and non-warfarin long-term anticoagulation (median age 16y). Median %TTR for those on long-term warfarin was 78.9%. The incidence of major and clinically relevant non-major bleeding events was 1.65 and 2.43 /100 person-years of warfarin use, respectively. Thromboembolism (TE) incidence was 0.78/100 patient-years of warfarin use. Neither bleeding nor thrombosis was associated with %TTR (p = 0.48). Anticoagulant indication was the only variable associated with bleeding risk (p = 0.005). The second group had no on-therapy TE events but 7.9% experienced bleeding. Complete data were available for a randomly sampled pre-program warfarin group (N = 26). Median %TTR improved from 17.5 to 87% pre- vs. post-implementation. Similarly, compliance (defined as ≥ 1 INR/month) improved by 34.3%. CONCLUSIONS In conclusion, this program significantly improved and sustained %TTR and compliance. The lack of association between bleeding and thrombosis events and %TTR may be related to the high median %TTR (> 70%) achieved by this approach.
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Affiliation(s)
- Vilmarie Rodriguez
- Division of Hematology/Oncology/BMT, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH, 43205, USA.
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA.
| | - Joseph Stanek
- Division of Hematology/Oncology/BMT, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH, 43205, USA
- Biostatistics Resource at Nationwide Children's Hospital, Columbus, OH, USA
| | - Clifford L Cua
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Amanda Sankar
- Division of Hematology/Oncology/BMT, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH, 43205, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA
- Division of Cardiology, Nationwide Children's Hospital, Columbus, OH, USA
| | - Jean Giver
- Division of Hematology/Oncology/BMT, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH, 43205, USA
| | - Kay Monda
- Division of Hematology/Oncology/BMT, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH, 43205, USA
| | - Joan Canini
- Division of Hematology/Oncology/BMT, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH, 43205, USA
| | - Amy L Dunn
- Division of Hematology/Oncology/BMT, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH, 43205, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Bryce A Kerlin
- Division of Hematology/Oncology/BMT, Nationwide Children's Hospital, The Ohio State University, 700 Children's Drive, Columbus, OH, 43205, USA
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, OH, USA
- Center for Clinical and Translational Research, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, OH, USA
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Mouton JP, Blockman M, Sekaggya-Wiltshire C, Semakula J, Waitt C, Pirmohamed M, Cohen K. Improving anticoagulation in sub-Saharan Africa: What are the challenges and how can we overcome them? Br J Clin Pharmacol 2021; 87:3056-3068. [PMID: 33586223 PMCID: PMC8359270 DOI: 10.1111/bcp.14768] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 01/04/2021] [Accepted: 02/05/2021] [Indexed: 12/12/2022] Open
Abstract
Patients in sub-Saharan Africa generally have poor anticoagulation control. We review the potential reasons for this poor control, as well as the potential solutions. Challenges include the affordability and centralisation of anticoagulation care, problems with access to medicines and international normalised ratio monitoring, the lack of locally validated standardized dosing protocols, and low levels of anticoagulation knowledge among healthcare workers and patients. Increasing numbers of patients will need anticoagulation in the future because of the increasing burden of noncommunicable disease in the region. We propose that locally developed "warfarin care bundles" which address multiple anticoagulation challenges in combination may be the most appropriate solution in this setting currently.
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Affiliation(s)
- Johannes P Mouton
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Marc Blockman
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | | | - Jerome Semakula
- Infectious Diseases Institute, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Catriona Waitt
- Infectious Diseases Institute, College of Health Sciences, Makerere University, Kampala, Uganda.,Department of Molecular and Clinical Pharmacology, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Munir Pirmohamed
- Wolfson Centre for Personalised Medicine, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Karen Cohen
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
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Barnes GD, Sippola E, Dorsch M, Errickson J, Lanham M, Allen A, Spoutz P, Sales AE, Sussman J. Applying population health approaches to improve safe anticoagulant use in the outpatient setting: the DOAC Dashboard multi-cohort implementation evaluation study protocol. Implement Sci 2020; 15:83. [PMID: 32958020 PMCID: PMC7504868 DOI: 10.1186/s13012-020-01044-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 09/10/2020] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Use of direct oral anticoagulants (DOAC) is rapidly growing for treatment of atrial fibrillation and venous thromboembolism. However, incorrect dosing of these medications is common and puts patients at risk of adverse drug events. One way to improve safe prescribing is the use of population health tools, including interactive dashboards built into the electronic health record (EHR). As such tools become more common, exploring ways to understand which aspects are effective in specific settings and how to effectively adapt and implement in existing anticoagulation clinics across different health systems is vital. METHODS This three-phase project will evaluate a current nation-wide implementation effort of the DOAC Dashboard in the Veterans Health Administration (VHA) using both quantitative and qualitative methods. Informed by this evaluation, the DOAC Dashboard will be implemented in four new health systems using an implementation strategy derived from the VHA experience and interviews with providers in those new health systems. Quantitative evaluation of the VHA and non-VHA implementation will follow the Reach, Effectiveness, Adoption, Implementation, Maintenance (RE-AIM) framework. Qualitative interviews with stakeholders will be analyzed using the Consolidated Framework for Implementation Research and Technology Acceptance Models to identify key determinants of implementation success. DISCUSSION This study will (1) evaluate the implementation of an EHR-based population health tool for medication management within a large, nation-wide, highly integrated health system; (2) guide the adoption in a set of four different health systems; and (3) evaluation that multi-center implementation effort. These findings will help to inform future EHR-based implementation efforts in a wide variety of health care settings.
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Affiliation(s)
- Geoffrey D Barnes
- University of Michigan Frankel Cardiovascular Center and Institute for Healthcare Policy and Innovation, 2800 Plymouth Rd, B14 G214, Ann Arbor, MI, 48109-2800, USA.
| | - Emily Sippola
- University of Michigan Center for Bioethics and Social Science in Medicine, Ann Arbor, USA
| | - Michael Dorsch
- University of Michigan School of Pharmacy and Institute for Healthcare Policy and Innovation, Ann Arbor, USA
| | - Joshua Errickson
- University of Michigan Center for Statistical Consultation and Research, Ann Arbor, USA
| | - Michael Lanham
- University of Michigan Department of Learning Health Sciences, Ann Arbor, USA
| | - Arthur Allen
- VA Salt Lake City Health Care System, Salt Lake City, USA
| | - Patrick Spoutz
- Veterans Health Affairs VISN 20 Pharmacy Benefits Management, Vancouver, USA
| | - Anne E Sales
- University of Michigan Department of Learning Health Sciences, Institute for Healthcare Policy and Innovation, and Ann Arbor Veterans Health Affairs Center for Clinical Management and Research, Ann Arbor, USA
| | - Jeremy Sussman
- University of Michigan Department of Internal Medicine, Institute for Healthcare Policy and Innovation, and Ann Arbor Veterans Health Affairs Center for Clinical Management and Research, Ann Arbor, USA
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Barnes GD, Kline-Rogers E, Graves C, Puroll E, Gu X, Townsend K, McMahon E, Craig T, Froehlich JB. Structure and function of anticoagulation clinics in the United States: an AC forum membership survey. J Thromb Thrombolysis 2018; 46:7-11. [PMID: 29605836 DOI: 10.1007/s11239-018-1652-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Many anticoagulation clinics have adapted their services to provide care for patients taking direct oral anticoagulants (DOAC) in addition to traditional warfarin management. Anticoagulation clinic scope of service and operations in this transitional environment have not been well described in the literature. A survey was conducted of United States-based Anticoagulation Forum members to inquire about anticoagulation clinic structure, function, and services provided. Survey responses are reported using summary or non-parametric statistics, when appropriate. Unique clinic survey responses were received from 159 anticoagulation clinics. Clinic structure and staffing are highly variable, with approximately half of clinics (52%) providing DOAC-focused care in addition to traditional warfarin-focused care. Of those clinics managing DOAC patients, this accounts for only 10% of their clinic volume. These clinics commonly have a DOAC follow up protocol (75%). Clinics assign a median of 190.5 (interquartile range 50-300) patients per staff full-time-equivalent, with more patients assigned in phone-based care clinics than in face-to-face based care clinics. Most clinics (68.5%) report receiving reimbursement, which occur either through a combination of patient and insurance provider billing (78.2%), insurance reimbursement only (19.5%) or patient reimbursement only (2.3%). There is wide heterogeneity in anticoagulation clinic structure, function, and services provided. Half of all survey-responding anticoagulation clinics provide care for DOAC-treated patients. Understanding how changes in healthcare policy and reimbursement have impacted these clinics remains to be explored.
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Affiliation(s)
- Geoffrey D Barnes
- Michigan Clinical Outcomes Research and Reporting Program, University of Michigan, Arbor, MI, USA.
| | - Eva Kline-Rogers
- Michigan Clinical Outcomes Research and Reporting Program, University of Michigan, Arbor, MI, USA
| | - Christopher Graves
- Michigan Clinical Outcomes Research and Reporting Program, University of Michigan, Arbor, MI, USA
| | - Eric Puroll
- Michigan Clinical Outcomes Research and Reporting Program, University of Michigan, Arbor, MI, USA
| | - Xiaokui Gu
- Michigan Clinical Outcomes Research and Reporting Program, University of Michigan, Arbor, MI, USA
| | | | | | - Terri Craig
- Pfizer, US Medical Affairs, New York, NY, USA
| | - James B Froehlich
- Michigan Clinical Outcomes Research and Reporting Program, University of Michigan, Arbor, MI, USA
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