Nationwide Implementation of a Population Management Dashboard for Monitoring Direct Oral Anticoagulants: Insights From the Veterans Affairs Health System

被引:15
作者
Dorsch, Michael P. [1 ,2 ,3 ]
Chen, Charity S. [6 ]
Allen, Arthur L. [7 ]
Sales, Anne E. [8 ]
Seagull, F. Jacob [4 ]
Spoutz, Patrick [9 ]
Sussman, Jeremy B. [3 ,5 ,6 ]
Barnes, Geoffrey D. [2 ,3 ,5 ]
机构
[1] Univ Michigan, Coll Pharm, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Frankel Cardiovasc Ctr, 2800 Plymouth Rd,B14 G214, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Inst Healthcare Policy & Innovat, 2800 Plymouth Rd,B14 G214, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Ctr Bioeth & Social Sci Med, Michigan Med, Ann Arbor, MI 48109 USA
[5] Univ Michigan, Med Sch, Dept Internal Med, Ann Arbor, MI 48109 USA
[6] Ann Arbor Vet Affairs Hlth Syst, Ann Arbor, MI USA
[7] Vet Affairs Salt Lake City Hlth Care Syst, Salt Lake City, UT USA
[8] Univ Missouri, Sch Nursing, Columbia, MO USA
[9] Vet Integrated Serv Network 20, Pharm Benefits Management, Vancouver, WA, Australia
来源
CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES | 2023年 / 16卷 / 02期
基金
美国医疗保健研究与质量局;
关键词
anticoagulants; atrial fibrillation; clinical decision support systems; medication error; population health; IMPACT;
D O I
10.1161/CIRCOUTCOMES.122.009256
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background:Direct oral anticoagulants are first-line therapy for common thrombotic conditions, including atrial fibrillation and venous thromboembolism. Despite their strong efficacy and safety profile, evidence-based prescribing can be challenging given differences in dosing based on indication, renal function, and drug-drug interactions. The Veterans Health Affairs developed and implemented a population management dashboard to support pharmacist review of anticoagulant prescribing. The dashboard includes information about direct oral anticoagulants and dose prescribed, renal function, age, and weight, potential interacting medications, and the need for direct oral anticoagulant medication refills. It is a stand-alone system. Methods:Using login data from the dashboard, nationwide implementation was evaluated using elements from the Reach, Effectiveness, Adoption, Implementation, and Maintenance framework. Results:Between August 2016 and June 2020, 150/164 sites within the Veterans Health Affairs system used the dashboard, averaging 1875 patients per site. The dashboard was made available to sites on a staggered basis. Moderate or high adoption, defined as at least one login on at least 2 separate days per month, began slowly with 3/5 sites in the pilot phase but rapidly grew to 142/150 (94.7%) sites by June 2020. The average number of unique users per site increased from 2.4 to 7.5 over the study period. Moderate to high adoption of the dashboard's use was maintained for > 6 months in 126/150 (84.0%) sites by the end of the study period. Conclusions:There was rapid and sustained implementation and adoption of a population health dashboard for evidence-based anticoagulant prescribing across the national United States Veterans Health Administration health system. The impact of this tool on clinical outcomes and strategies to replicate this care model in other health systems will be important for broad dissemination and uptake.
引用
收藏
页码:166 / 172
页数:7
相关论文
共 22 条
[1]   Cost-effectiveness Evaluations Among the Direct Oral Anticoagulants for the Prevention and Treatment of Venous Thromboembolism: Systematic Review [J].
Al Mukdad, Mohammad ;
Al-Badriyeh, Daoud ;
Elewa, Hazem Fathy .
CLINICAL AND APPLIED THROMBOSIS-HEMOSTASIS, 2019, 25
[2]   Prevalence, contributory factors and severity of medication errors associated with direct-acting oral anticoagulants in adult patients: a systematic review and meta-analysis [J].
Al Rowily, Abdulrhman ;
Jalal, Zahraa ;
Price, Malcolm J. ;
Abutaleb, Mohammed H. ;
Almodiaemgh, Hind ;
Al Ammari, Maha ;
Paudyal, Vibhu .
EUROPEAN JOURNAL OF CLINICAL PHARMACOLOGY, 2022, 78 (04) :623-645
[3]   Electronic health record-based disease surveillance systems: A systematic literature review on challenges and solutions [J].
Aliabadi, Ali ;
Sheikhtaheri, Abbas ;
Ansari, Hossein .
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2020, 27 (12) :1977-1986
[4]   Shifting the Paradigm: A Population Health Approach to the Management of Direct Oral Anticoagulants [J].
Allen, Arthur L. ;
Lucas, Jessica ;
Parra, David ;
Spoutz, Patrick ;
Kibert, Jeffery L., II ;
Ragheb, Bishoy ;
Chia, Linda ;
Sipe, Amy .
JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2021, 10 (24)
[5]   Implementing an electronic health record dashboard for safe anticoagulant management: learning from qualitative interviews with existing and potential users to develop an implementation process [J].
Barnes, Geoffrey D. ;
Sippola, Emily ;
Ranusch, Allison ;
Takamine, Linda ;
Lanham, Michael ;
Dorsch, Michael ;
Sales, Anne ;
Sussman, Jeremy .
IMPLEMENTATION SCIENCE COMMUNICATIONS, 2022, 3 (01)
[6]   Applying population health approaches to improve safe anticoagulant use in the outpatient setting: the DOAC Dashboard multi-cohort implementation evaluation study protocol [J].
Barnes, Geoffrey D. ;
Sippola, Emily ;
Dorsch, Michael ;
Errickson, Joshua ;
Lanham, Michael ;
Allen, Arthur ;
Spoutz, Patrick ;
Sales, Anne E. ;
Sussman, Jeremy .
IMPLEMENTATION SCIENCE, 2020, 15 (01)
[7]   National Trends in Ambulatory Oral Anticoagulant Use [J].
Barnes, Geoffrey D. ;
Lucas, Eleanor ;
Alexander, G. Caleb ;
Goldberger, Zachary D. .
AMERICAN JOURNAL OF MEDICINE, 2015, 128 (12) :1300-+
[8]   Association of body weight with efficacy and safety outcomes in phase III randomized controlled trials of direct oral anticoagulants: a systematic review and meta-analysis [J].
Boonyawat, K. ;
Caron, F. ;
Li, A. ;
Chai-Adisaksopha, C. ;
Lim, W. ;
Iorio, A. ;
Lopes, R. D. ;
Garcia, D. ;
Crowther, M. A. .
JOURNAL OF THROMBOSIS AND HAEMOSTASIS, 2017, 15 (07) :1322-1333
[9]   Rational Use of Electronic Health Records for Diabetes Population Management [J].
Eggleston, Emma M. ;
Klompas, Michael .
CURRENT DIABETES REPORTS, 2014, 14 (04)
[10]   Evaluating the public health impact of health promotion interventions: The RE-AIM framework [J].
Glasgow, RE ;
Vogt, TM ;
Boles, SM .
AMERICAN JOURNAL OF PUBLIC HEALTH, 1999, 89 (09) :1322-1327