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Rome BN, Dancel E, Chaitoff A, Trombetta D, Roy S, Fanikos P, Germain J, Avorn J. Academic Detailing Interventions and Evidence-Based Prescribing: A Systematic Review. JAMA Netw Open 2025; 8:e2453684. [PMID: 39775805 DOI: 10.1001/jamanetworkopen.2024.53684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2025] Open
Abstract
Importance Academic detailing (interactive educational outreach) is a widely used strategy to encourage evidence-based prescribing by clinicians. Objective To evaluate academic detailing programs targeted at improving prescribing behavior and describe program aspects associated with positive outcomes. Evidence Review A systematic search of MEDLINE from April 1, 2007, through December 31, 2022, was performed for randomized trials and nonrandomized studies of academic detailing interventions to improve prescribing. Academic detailing was defined as evidence-based medication education outreach delivered interactively to individuals or small groups of prescribers. Only studies that measured prescribing outcomes were included. Two investigators independently assessed studies for risk of bias using validated assessment tools. Among all studies rated as having low risk of bias and randomized trials rated as having moderate risk of bias, the absolute change in the proportion of patients using the targeted medications and the proportion of studies that led to significant changes in 1 or more prescribing outcome were determined. The data analysis was performed between January 25, 2022, and November 4, 2024. Findings The 118 studies identified varied by setting (eg, inpatient, outpatient) and academic detailing delivery (eg, individual vs groups of prescribers). The most common therapeutic targets were antibiotic overuse (32 studies [27%]), opioid prescribing (24 studies [20%]), and management of mental health conditions (16 studies [14%]) and cardiovascular disease (13 studies [11%]). Most studies (66 [56%]) combined academic detailing with other interventions (eg, audit and feedback, electronic health record reminders). Among 36 studies deemed to have the lowest risk of bias, 18 interventions (50%; 95% CI, 33%-67%) led to significant improvements in all prescribing outcomes, and 7 (19%; 95% CI, 8%-36%) led to significant improvements in 1 or more prescribing outcomes. The median absolute change in the proportion of patients using the targeted medication or medications was 4.0% (IQR, 0.3%-11.3%) in the intended direction. Conclusions and Relevance In this systematic review of academic detailing interventions addressing evidence-based prescribing, most interventions led to substantial changes in prescribing behavior, although the quality of evidence varied. These findings support the use of academic detailing to bring about more evidence-based prescribing in a variety of clinical settings.
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Affiliation(s)
- Benjamin N Rome
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | | | | | - Dominick Trombetta
- Department of Pharmacy Practice, Wilkes University, Wilkes-Barre, Pennsylvania
| | - Shuvro Roy
- Department of Neurology, University of Washington, Seattle
| | | | | | - Jerry Avorn
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Alosa Health, Boston, Massachusetts
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Owen GD, Terry CJ, Neal EB, Nelson SD, Omar M, Pettapiece-Phillips MJ, Kripalani S. Personalizing Quality Improvement: Addressing Anticoagulation Gaps in Atrial Fibrillation. J Healthc Qual 2024:01445442-990000000-00085. [PMID: 39670955 DOI: 10.1097/jhq.0000000000000460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2024]
Abstract
INTRODUCTION Risk of stroke is greater in patients with atrial fibrillation. Anticoagulation is effective at decreasing risk, yet 40-50% of eligible patients are not prescribed anticoagulation and seem to have a concerning gap in care quality. This quality improvement initiative implemented a pharmacist-led approach to identify, verify, and close apparent anticoagulation treatment gaps. METHODS We included adult primary care patients with diagnosis of atrial fibrillation; congestive heart failure, hypertension, age ≥75 years (doubled), diabetes, stroke/transient ischemic attack (doubled), vascular disease, age 65-74 years, and sex (female) (CHA2DS2-VASc) score of at least 2, and no current anticoagulant use. We identified patients using claims and electronic health record data and evaluated explanations through chart review and provider contact. A provider outreach protocol was developed and implemented to address opportunities for anticoagulation. RESULTS Of 242 patients with an apparent gap, 84% had a verified treatment gap. However, 86% of verified treatment gaps were explained through pharmacist chart review and outreach to providers, and they did not require further action. Explanations included spontaneous resolution of atrial fibrillation, patient declining treatment, completion of a procedure to correct atrial fibrillation or mitigate stroke risk, and high bleeding risk. CONCLUSIONS Relying solely on claims- and electronic health record-based algorithms may substantially overestimate gaps in care quality.
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Amin AM, Ghaly R, Abuelazm MT, Ibrahim AA, Tanashat M, Arnaout M, Altobaishat O, Elshahat A, Abdelazeem B, Balla S. Clinical decision support systems to optimize adherence to anticoagulant guidelines in patients with atrial fibrillation: a systematic review and meta-analysis of randomized controlled trials. Thromb J 2024; 22:45. [PMID: 38807186 PMCID: PMC11134712 DOI: 10.1186/s12959-024-00614-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 05/11/2024] [Indexed: 05/30/2024] Open
Abstract
BACKGROUND Clinical decision support systems (CDSS) have been utilized as a low-cost intervention to improve healthcare process measures. Thus, we aim to estimate CDSS efficacy to optimize adherence to oral anticoagulant guidelines in eligible patients with atrial fibrillation (AF). METHODS A systematic review and meta-analysis of randomized controlled trials (RCTs) retrieved from PubMed, WOS, SCOPUS, EMBASE, and CENTRAL through August 2023. We used RevMan V. 5.4 to pool dichotomous data using risk ratio (RR) with a 95% confidence interval (CI). PROSPERO ID CRD42023471806. RESULTS We included nine RCTs with a total of 25,573 patients. There was no significant difference, with the use of CDSS compared to routine care, in the number of patients prescribed anticoagulants (RR: 1.06, 95% CI [0.98, 1.14], P = 0.16), the number of patients prescribed antiplatelets (RR: 1.01 with 95% CI [0.97, 1.06], P = 0.59), all-cause mortality (RR: 1.19, 95% CI [0.31, 4.50], P = 0.80), major bleeding (RR: 0.84, 95% CI [0.21, 3.45], P = 0.81), and clinically relevant non-major bleeding (RR: 1.05, 95% CI [0.52, 2.16], P = 0.88). However, CDSS was significantly associated with reduced incidence of myocardial infarction (RR: 0.18, 95% CI [0.06, 0.54], P = 0.002) and cerebral or systemic embolic event (RR: 0.11, 95% CI [0.01, 0.83], P = 0.03). CONCLUSION We report no significant difference with the use of CDSS compared to routine care in anticoagulant or antiplatelet prescription in eligible patients with AF. CDSS was associated with a reduced incidence of myocardial infarction and cerebral or systemic embolic events.
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Affiliation(s)
| | - Ramy Ghaly
- Internal Medicine, University of Missouri-Kansas City, Kansas City, MO, USA
| | | | | | | | | | - Obieda Altobaishat
- Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | | | - Basel Abdelazeem
- Department of Cardiology, West Virginia University, Morgantown, WV, USA
| | - Sudarshan Balla
- Department of Cardiology, West Virginia University, Morgantown, WV, USA
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4
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Chaitoff A, Kesselheim AS. Overcoming Challenges to Implementing New Evidence for Low-Dose Anticoagulant Use in Peripheral Artery Disease. Circulation 2023; 148:1929-1931. [PMID: 38079488 DOI: 10.1161/circulationaha.123.066177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Affiliation(s)
- Alexander Chaitoff
- Center for Healthcare Delivery Sciences (A.C.), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA
- Harvard Medical School, Boston, MA (A.C., A.S.K.)
| | - Aaron S Kesselheim
- Program on Regulation, Therapeutics and Law (A.S.K.), Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA
- Harvard Medical School, Boston, MA (A.C., A.S.K.)
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5
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Mukhopadhyay A, Reynolds HR, Phillips LM, Nagler AR, King WC, Szerencsy A, Saxena A, Aminian R, Klapheke N, Horwitz LI, Katz SD, Blecker S. Cluster-Randomized Trial Comparing Ambulatory Decision Support Tools to Improve Heart Failure Care. J Am Coll Cardiol 2023; 81:1303-1316. [PMID: 36882134 PMCID: PMC10807493 DOI: 10.1016/j.jacc.2023.02.005] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 02/06/2023] [Accepted: 02/06/2023] [Indexed: 03/07/2023]
Abstract
BACKGROUND Mineralocorticoid receptor antagonists (MRAs) are underprescribed for patients with heart failure with reduced ejection fraction (HFrEF). OBJECTIVES This study sought to compare effectiveness of 2 automated, electronic health record-embedded tools vs usual care on MRA prescribing in eligible patients with HFrEF. METHODS BETTER CARE-HF (Building Electronic Tools to Enhance and Reinforce Cardiovascular Recommendations for Heart Failure) was a 3-arm, pragmatic, cluster-randomized trial comparing the effectiveness of an alert during individual patient encounters vs a message about multiple patients between encounters vs usual care on MRA prescribing. This study included adult patients with HFrEF, no active MRA prescription, no contraindication to MRAs, and an outpatient cardiologist in a large health system. Patients were cluster-randomized by cardiologist (60 per arm). RESULTS The study included 2,211 patients (alert: 755, message: 812, usual care [control]: 644), with average age 72.2 years, average ejection fraction 33%, who were predominantly male (71.4%) and White (68.9%). New MRA prescribing occurred in 29.6% of patients in the alert arm, 15.6% in the message arm, and 11.7% in the control arm. The alert more than doubled MRA prescribing compared to usual care (relative risk: 2.53; 95% CI: 1.77-3.62; P < 0.0001) and improved MRA prescribing compared to the message (relative risk: 1.67; 95% CI: 1.21-2.29; P = 0.002). The number of patients with alert needed to result in an additional MRA prescription was 5.6. CONCLUSIONS An automated, patient-specific, electronic health record-embedded alert increased MRA prescribing compared to both a message and usual care. These findings highlight the potential for electronic health record-embedded tools to substantially increase prescription of life-saving therapies for HFrEF. (Building Electronic Tools to Enhance and Reinforce Cardiovascular Recommendations-Heart Failure [BETTER CARE-HF]; NCT05275920).
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Affiliation(s)
- Amrita Mukhopadhyay
- Leon H. Charney Division of Cardiology, Department of Medicine, New York University Grossman School of Medicine, New York, New York, USA
| | - Harmony R. Reynolds
- Leon H. Charney Division of Cardiology, Department of Medicine, New York University Grossman School of Medicine, New York, New York, USA
| | - Lawrence M. Phillips
- Leon H. Charney Division of Cardiology, Department of Medicine, New York University Grossman School of Medicine, New York, New York, USA
| | - Arielle R. Nagler
- Ronald O. Perelman Department of Dermatology, New York University Grossman School of Medicine, New York, New York, USA
| | - William C. King
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, USA
| | - Adam Szerencsy
- Medical Center Information Technology, New York University Langone Health, New York, New York, USA
- Department of Medicine, New York University Grossman School of Medicine, New York, New York, USA
| | - Archana Saxena
- Leon H. Charney Division of Cardiology, Department of Medicine, New York University Grossman School of Medicine, New York, New York, USA
- Medical Center Information Technology, New York University Langone Health, New York, New York, USA
| | - Rod Aminian
- Medical Center Information Technology, New York University Langone Health, New York, New York, USA
| | - Nathan Klapheke
- Medical Center Information Technology, New York University Langone Health, New York, New York, USA
| | - Leora I. Horwitz
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, USA
- Department of Medicine, New York University Grossman School of Medicine, New York, New York, USA
| | - Stuart D. Katz
- Leon H. Charney Division of Cardiology, Department of Medicine, New York University Grossman School of Medicine, New York, New York, USA
| | - Saul Blecker
- Department of Population Health, New York University Grossman School of Medicine, New York, New York, USA
- Department of Medicine, New York University Grossman School of Medicine, New York, New York, USA
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6
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Go AS, Al-Khatib SM, Desvigne-Nickens P, Bansal N, Bushnell CD, Fang MC, Freeman JV, Gage BF, Hanke T, Hylek EM, Lopes RD, Noseworthy PA, Reddy VY, Singer DE, Thomas KL, Hills MT, Turakhia MP, Zieman SJ, Cooper LS, Benjamin EJ. Research Opportunities in Stroke Prevention for Atrial Fibrillation: A Report From a National Heart, Lung, and Blood Institute Virtual Workshop. Stroke 2023; 54:e75-e85. [PMID: 36848427 PMCID: PMC9995163 DOI: 10.1161/strokeaha.121.038273] [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: 12/04/2021] [Accepted: 01/10/2023] [Indexed: 03/01/2023]
Abstract
Atrial fibrillation (AF) is one of the strongest risk factors for ischemic stroke, which is a leading cause of disability and death. Given the aging population, increasing prevalence of AF risk factors, and improved survival in those with cardiovascular disease, the number of individuals affected by AF will continue increasing over time. While multiple proven stroke prevention therapies exist, important questions remain about the optimal approach to stroke prevention at the population and individual patient levels. Our report summarizes the National Heart, Lung, and Blood Institute virtual workshop focused on identifying key research opportunities related to stroke prevention in AF. The workshop reviewed major knowledge gaps and identified targeted research opportunities to advance stroke prevention in AF in the following areas: (1) improving risk stratification tools for stroke and intracranial hemorrhage; (2) addressing challenges with oral anticoagulants; and (3) delineating the optimal roles of percutaneous left atrial appendage occlusion and surgical left atrial appendage closure/excision. This report aims to promote innovative, impactful research that will lead to more personalized, effective use of stroke prevention strategies in people with AF.
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Affiliation(s)
- Alan S. Go
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA
- Departments of Epidemiology, Biostatistics and Medicine, University of California, San Francisco, San Francisco, CA
| | - Sana M. Al-Khatib
- Division of Cardiology and Duke Clinical Research Institute, Duke University, Durham, NC
| | - Patrice Desvigne-Nickens
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Nisha Bansal
- Division of Nephrology, University of Washington, Seattle, WA
| | | | - Margaret C. Fang
- Division of Hospital Medicine, University of California, San Francisco, San Francisco, CA
| | - James V. Freeman
- Department of Medicine, Yale University, New Haven, CT
- Center for Outcomes Research and Evaluation, Yale New Haven Health Services Corporation, New Haven, CT
| | - Brian F. Gage
- Department of Medicine, Washington University, St. Louis, MO
| | - Thorsten Hanke
- Department of Cardiac Surgery, Asklepios Klinikum Harburg-Hamburg, Germany
| | | | - Renato D. Lopes
- Division of Cardiology and Duke Clinical Research Institute, Duke University, Durham, NC
| | | | - Vivek Y. Reddy
- Department of Medicine, Icahn School of Medicine, New York, NY
| | - Daniel E. Singer
- Division of General Internal Medicine, Massachusetts General Hospital, and Harvard Medical School, Boston, MA
| | - Kevin L. Thomas
- Division of Cardiology and Duke Clinical Research Institute, Duke University, Durham, NC
| | | | - Mintu P. Turakhia
- Veterans Affairs Palo Alto Health Care System, Palo Alto CA
- Center for Digital Health, Stanford University, Stanford, CA
| | - Susan J. Zieman
- Division of Geriatrics and Clinical Gerontology, National Institute on Aging, National Institutes of Health, Bethesda, MD
| | - Lawton S. Cooper
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD
| | - Emelia J. Benjamin
- Cardiovascular Medicine, Department of Medicine, Boston Medical Center, Boston University School of Medicine, Boston, MA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA
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Berman AN, Wasfy JH. Translating Clinical Guidelines Into Care Delivery Innovation: The Importance of Rigorous Methods for Generating Evidence. J Am Heart Assoc 2022; 11:e026677. [PMID: 35766287 PMCID: PMC9333392 DOI: 10.1161/jaha.122.026677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Adam N Berman
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital Harvard Medical School Boston MA
| | - Jason H Wasfy
- Cardiology Division, Department of Medicine, Massachusetts General Hospital Harvard Medical School Boston MA
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Patel J, Sadiq H, Catanzaro J, Crawford S, Wright A, Manning G, Allison J, Mazor K, McManus D, Kapoor A. SUPPORT-AF IV: Supporting use of AC through provider prompting about oral anticoagulation therapy for AF clinical trial study protocol. CARDIOVASCULAR DIGITAL HEALTH JOURNAL 2022; 2:222-230. [PMID: 35265912 PMCID: PMC8890051 DOI: 10.1016/j.cvdhj.2021.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Background Six million Americans suffer from atrial fibrillation (AF), a heart rhythm abnormality that significantly increases the risk of stroke. AF is responsible for 15% of ischemic strokes, which lead to permanent disability in 60% of cases and death in up to 20%. Anticoagulation (AC) is the mainstay for stroke prevention in patients with AF. Despite guidelines recommending AC for patients, up to half of eligible patients are not on AC. Clinical decision support tools in the electronic health record (EHR) can help bridge the disparity in AC prescription for patients with AF. Objective To enhance and assess the effectiveness of our previous rule-based alert on AC initiation and persistence in a diverse patient population from UMass-Memorial Medical Center and University of Florida at Jacksonville. Methods/Results Using the EHR, we will track AC initiation and persistence. We will interview both patients and providers to determine a measure of satisfaction with AC management. We will track digital crumbs to better understand the alert’s mechanism of effect and further add enhancements. These enhancements will be used to refine the alert and aid in developing an implementation toolkit to facilitate use of the alert at other health systems. Conclusion If the number of AC starts, the likelihood of persisting on AC, and the frequency alert use are found to be higher among intervention vs control providers, we believe such findings will confirm our hypothesis on the effectiveness of our alert.
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Affiliation(s)
- Jay Patel
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Hammad Sadiq
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts
| | - John Catanzaro
- Department of Medicine, University of Florida College of Medicine, Jacksonville, Florida
| | - Sybil Crawford
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts.,Division of Preventive and Behavioral Medicine, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Adam Wright
- Department of Biomedical Informatics, University of Vanderbilt School of Medicine, Nashville, Tennessee
| | - Gordon Manning
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts.,University of Massachusetts Memorial Health Care, Worcester, Massachusetts
| | - Jeroan Allison
- University of Massachusetts Memorial Health Care, Worcester, Massachusetts.,Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Kathleen Mazor
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts.,University of Massachusetts Memorial Health Care, Worcester, Massachusetts.,Meyers Primary Care Institute, A Joint Endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester, Massachusetts
| | - David McManus
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts.,University of Massachusetts Memorial Health Care, Worcester, Massachusetts
| | - Alok Kapoor
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts.,University of Massachusetts Memorial Health Care, Worcester, Massachusetts
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Kapoor A, Hayes A, Patel J, Patel H, Andrade A, Mazor K, Possidente C, Nolen K, Hegeman-Dingle R, McManus D. Usability and Perceived Usefulness of the AFib 2gether Mobile App in a Clinical Setting: Single-Arm Intervention Study. JMIR Cardio 2021; 5:e27016. [PMID: 34806997 PMCID: PMC8663604 DOI: 10.2196/27016] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 04/21/2021] [Accepted: 10/03/2021] [Indexed: 11/15/2022] Open
Abstract
Background Although the American Heart Association and other professional societies have recommended shared decision-making as a way for patients with atrial fibrillation (AF) or atrial flutter to make informed decisions about using anticoagulation (AC), the best method for facilitating shared decision-making remains uncertain. Objective The aim of this study is to assess the AFib 2gether mobile app for usability, perceived usefulness, and the extent and nature of shared decision-making that occurred for clinical encounters between patients with AF and their cardiology providers in which the app was used. Methods We identified patients visiting a cardiology provider between October 2019 and May 2020. We measured usability from patients and providers using the Mobile App Rating Scale. From the 8 items of the Mobile App Rating Scale, we reported the average score (out of 5) for domains of functionality, esthetics, and overall quality. We administered a 3-item questionnaire to patients relating to their perceived usefulness of the app and a separate 3-item questionnaire to providers to measure their perceived usefulness of the app. We performed a chart review to track the occurrence of AC within 6 months of the index visit. We also audio recorded a subset of the encounters to identify evidence of shared decision-making. Results We facilitated shared decision-making visits for 37 patients visiting 13 providers. In terms of usability, patients’ average ratings of functionality, esthetics, and overall quality were 4.51 (SD 0.61), 4.26 (SD 0.51), and 4.24 (SD 0.89), respectively. In terms of usefulness, 41% (15/37) of patients agreed that the app improved their knowledge regarding AC, and 62% (23/37) agreed that the app helped clarify to their provider their preferences regarding AC. Among providers, 79% (27/34) agreed that the app helped clarify their patients’ preferences, 82% (28/34) agreed that the app saved them time, and 59% (20/34) agreed that the app helped their patients make decisions about AC. In addition, 32% (12/37) of patients started AC after their shared decision-making visits. We audio recorded 25 encounters. Of these, 84% (21/25) included the mention of AC for AF, 44% (11/25) included the discussion of multiple options for AC, 72% (18/25) included a provider recommendation for AC, and 48% (12/25) included the evidence of patient involvement in the discussion. Conclusions Patients and providers rated the app with high usability and perceived usefulness. Moreover, one-third of the patients began AC, and approximately 50% (12/25) of the encounters showed evidence of patient involvement in decision-making. In the future, we plan to study the effect of the app on a larger sample and with a controlled study design. Trial Registration ClinicalTrials.gov NCT04118270; https://clinicaltrials.gov/ct2/show/NCT04118270 International Registered Report Identifier (IRRID) RR2-21986
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Affiliation(s)
- Alok Kapoor
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Anna Hayes
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Jay Patel
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Harshal Patel
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Andreza Andrade
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Kathleen Mazor
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Carl Possidente
- Division of Medical Affairs, Pfizer Inc, New York, NY, United States
| | - Kimberly Nolen
- Division of Medical Affairs, Pfizer Inc, New York, NY, United States
| | | | - David McManus
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States
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10
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Zhang N, Patel J, Chen Z, Zhou Y, Crawford S, McManus DD, Gurwitz J, Shireman TI, Kapoor A. Geriatric Conditions Are Associated With Decreased Anticoagulation Use in Long-Term Care Residents With Atrial Fibrillation. J Am Heart Assoc 2021; 10:e021293. [PMID: 34387127 PMCID: PMC8475043 DOI: 10.1161/jaha.121.021293] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Anticoagulation is the mainstay for stroke prevention in patients with atrial fibrillation, but concerns about bleeding inhibit its use in residents of long‐term care facilities. Risk‐profiling algorithms using comorbid disease information (eg, CHADS2 and ATRIA [Anticoagulation and Risk Factors in Atrial Fibrillation]) have been available for years. In the long‐term care setting, however, providers and residents may place more value on geriatric conditions such as mobility impairment, activities of daily living dependency, cognitive impairment, low body mass index, weight loss, and fall history. Methods and Results Using a retrospective cohort design, we measured the association between geriatric conditions and anticoagulation use and type. After merging nursing home assessments containing information about geriatric conditions (Minimum Data Set 2015) with Medicare Part A 2014 to 2015 claims and prescription claims (Medicare Part D) 2015 to 2016, we identified 228 741 residents with atrial fibrillation and elevated stroke risk (CHA2DS2‐VASc score ≥2) for our main analysis. Recent fall, activities of daily living dependency, moderate and severe cognitive impairment, low body mass index, and unintentional weight loss were all associated with lower anticoagulation use even after adjustment for multiple predictors of stroke and bleeding (odds ratios ranging from 0.51 to 0.91). Residents with recent fall, low body mass index, and unintentional weight loss were more likely to be using a direct oral anticoagulant, although the magnitude of this effect was smaller. Conclusions Geriatric conditions were associated with lower anticoagulation use. Preventing stroke in these residents with potential for further physical and cognitive impairment would appear to be of paramount significance, although the net benefit of anticoagulation in these individuals warrants further research.
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Affiliation(s)
- Ning Zhang
- Meyers Primary Care Institute a joint endeavor of University of Massachusetts Medical SchoolReliant Medical Group, and Fallon Health Worcester MA.,Department of Health Policy and Promotion School of Public Health and Health Sciences University of Massachusetts Amherst Amherst MA
| | - Jay Patel
- University of Massachusetts Medical School Worcester MA
| | - Zhiyong Chen
- University of Massachusetts Medical School Worcester MA.,Zem Data Science North Potomac MD
| | - Yanhua Zhou
- Meyers Primary Care Institute a joint endeavor of University of Massachusetts Medical SchoolReliant Medical Group, and Fallon Health Worcester MA.,University of Massachusetts Medical School Worcester MA
| | - Sybil Crawford
- Meyers Primary Care Institute a joint endeavor of University of Massachusetts Medical SchoolReliant Medical Group, and Fallon Health Worcester MA.,University of Massachusetts Medical School Worcester MA
| | - David D McManus
- Meyers Primary Care Institute a joint endeavor of University of Massachusetts Medical SchoolReliant Medical Group, and Fallon Health Worcester MA.,University of Massachusetts Medical School Worcester MA
| | - Jerry Gurwitz
- Meyers Primary Care Institute a joint endeavor of University of Massachusetts Medical SchoolReliant Medical Group, and Fallon Health Worcester MA.,University of Massachusetts Medical School Worcester MA
| | - Theresa I Shireman
- Department of Health Services, Policy and Practice Center for Gerontology & Healthcare Research School of Public Health Brown University Providence RI
| | - Alok Kapoor
- Meyers Primary Care Institute a joint endeavor of University of Massachusetts Medical SchoolReliant Medical Group, and Fallon Health Worcester MA.,University of Massachusetts Medical School Worcester MA
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11
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Woo BFY, Bulto LN, Hendriks JML, Lim TW, Tam WWS. The information needs of patients with atrial fibrillation: A scoping review. J Clin Nurs 2021; 32:1521-1533. [PMID: 34390046 DOI: 10.1111/jocn.15993] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 06/29/2021] [Accepted: 07/23/2021] [Indexed: 12/19/2022]
Abstract
AIMS AND OBJECTIVES To identify the atrial fibrillation (AF)-specific information needs of patients with AF. BACKGROUND Patients' understanding of AF is pertinent to optimising treatment and outcomes, thus highlighting the need for effective patient education. The information required to deliver effective AF-specific patient education is less examined. METHODS Guided by Arksey and O'Malley's framework, a scoping review was conducted for studies reporting the AF-specific information needs of patients with AF. Systematic searches were conducted across six databases (Medline, PubMed, CINAHL, Scopus, PsycINFO and ProQuest). All analyses were narrated in prose and outlined in tables. The PRISMA-ScR checklist was used to report this review. RESULTS The systematic search yielded 3816 articles, of which 22 were included. Three major themes emerged from the thematic analysis. Each theme was supported by three subthemes. First, in 'Understanding AF', patients reported the need for 'Easy-to-understand information', information on the 'Screening and diagnosis' of AF and 'Trajectory of disease and its associated risks'. Second, in 'Treating AF', patients required information on the 'Role of anticoagulation', 'Existing or novel therapeutic options' and 'Monitoring effectiveness of treatment'. Lastly, in 'Living with AF', patients needed education in 'Symptom management', 'Secondary prevention of risks' and 'Recognition of emergency situations'. CONCLUSIONS This review has identified the key AF-specific information needs of patients with AF. Being cognisant of the information needs of patients with AF, healthcare providers may become more effective in developing person-centred patient education interventions. RELEVANCE TO CLINICAL PRACTICE Delivering relevant patient education is an important cornerstone for atrial fibrillation care. Nurses by convention play a professional role in patient education. It may be facilitative for nurses to refer to the review findings when developing and implementing patient education interventions. Being in the midst of an ongoing pandemic, patient education strategies may require the use of telecommunication technologies.
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Affiliation(s)
- Brigitte F Y Woo
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Lemma N Bulto
- College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia
- Caring Futures Institute, College of Nursing and Helth Sciences, Flinders University, Adelaide, SA, Australia
| | - Jeroen M L Hendriks
- Caring Futures Institute, College of Nursing and Helth Sciences, Flinders University, Adelaide, SA, Australia
- Department of Cardiology Royal Adelaide Hospital, Centre for Heart Rhythm Disorders, University of Adelaide, Adelaide, SA, Australia
| | - Toon Wei Lim
- National University Heart Centre, National University Hospital, Singapore, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Wilson W S Tam
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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Sadiq H, Hoque L, Shi Q, Manning G, Crawford S, McManus D, Kapoor A. SUPPORT-AF III: supporting use of AC through provider prompting about oral anticoagulation therapy for AF. J Thromb Thrombolysis 2021; 52:808-816. [PMID: 33694097 DOI: 10.1007/s11239-021-02420-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/24/2021] [Indexed: 11/30/2022]
Abstract
Only half of atrial fibrillation (AF) patients with elevated stroke risk receive anticoagulation (AC). Electronic health record (EHR) alerts have the potential to close the gap. We designed an outpatient EHR alert (linked to an order set for ordering AC, labs, and specialty referrals) that fired when cardiology and primary care providers (PCPs) saw AF patients not on AC. We assigned all untreated patients seen by cardiology providers and PCPs in the 8 months before and after the alert launch to pre- and post-launch intervention cohorts, respectively. Untreated AF patients seeing other types of providers became controls. We then compared the difference in AC starts between intervention and control patients post-launch to the same difference prelaunch (adjusting for covariates). We measured alert responsiveness as how often patients had at least one encounter with a provider, who interacted with the alert. The adjusted percentage of AC starts for the prelaunch cohort was 20% for intervention patients and 17% for controls (difference = 3%); post-launch, the percentage was 13% for both post-launch intervention and controls (difference = 0%). The difference in difference was - 3% (p value 0.63). For half of patients, at least one provider was responsive to our alert. Reasons for no AC commonly included relative contraindications (e.g. fall, gastrointestinal bleed). Our alert did not increase AC starts but responsiveness to it was high. Increasing AC starts will likely require education surrounding relative contraindications.
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Affiliation(s)
- Hammad Sadiq
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Laboni Hoque
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Qiming Shi
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Gordon Manning
- University of Massachusetts Medical School, Worcester, MA, USA.,UMass Memorial Health Care, Worcester, MA, USA
| | - Sybil Crawford
- University of Massachusetts Medical School, Worcester, MA, USA
| | - David McManus
- University of Massachusetts Medical School, Worcester, MA, USA.,UMass Memorial Health Care, Worcester, MA, USA
| | - Alok Kapoor
- University of Massachusetts Medical School, Worcester, MA, USA. .,UMass Memorial Health Care, Worcester, MA, USA. .,Biotech One, University of Massachusetts Medical School, 365 Plantation Street, Suite 100, Worcester, MA, 01605, USA.
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Guo Y, Guo J, Shi X, Yao Y, Sun Y, Xia Y, Yu B, Liu T, Chen Y, Lip GYH. Mobile health technology-supported atrial fibrillation screening and integrated care: A report from the mAFA-II trial Long-term Extension Cohort. Eur J Intern Med 2020; 82:105-111. [PMID: 33067121 PMCID: PMC7553102 DOI: 10.1016/j.ejim.2020.09.024] [Citation(s) in RCA: 90] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 09/24/2020] [Accepted: 09/25/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND In the mobile Atrial Fibrillation App (mAFA)-II trial, the use of mobile health (mHealth) technology, incorporating AF screening and integrated management strategy, was associated with improved short-term clinical outcomes. The aim of this study was to report adherence/persistence and long term (≥1 year) clinical outcomes of the mAFA-II trial, with mHealth-supported optimised stroke prevention, symptom control and comorbidity management. METHODS We studied an adult population screened for AF, where identified patients could enter a structured program of holistic and integrated care based on the ABC (Atrial fibrillation Better Care) pathway using mHealth with a mAFA intervention. In this cluster randomised trial, comparing mHeath intervention to usual care, the primary composite outcome was 'stroke/thromboembolism, all-cause death and rehospitalization'. RESULTS The 1261 subjects (mean age 67.0 years, 38.0% female) who were followed up over one year (mean follow-up 687 (standard deviation, SD 191) days) in the intervention arm, had a lower risk of the composite outcome of 'ischaemic stroke/systemic thromboembolism, death, and rehospitalization' (hazard ratio, HR 0.18, 95% confidence interval, CI: 0.13-0.25, P < 0.001), compared to usual care (1212 subjects, mean age 70.1 years, 42.1% female). Of 842 patients using their smart devices for 'Better symptom management', 70.8% had good management adherence (monitoring time/follow-up since initial monitoring ≥ 70%), with the persistence of use of 91.7%. CONCLUSION Amongst AF patients with long term use (≥1 year) of mHealth technology for optimising stroke prevention, symptom control and comorbidity management, adherence/persistence was good and associated with a reduction in adverse clinical outcomes.
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Affiliation(s)
- Yutao Guo
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China; Liverpool Centre for Cardiovascular Sciences, University of Liverpool, Liverpool, United Kingdom; and Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.
| | - Jun Guo
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Xiangmin Shi
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Yuan Yao
- Institute for Hospital Management Research, Chinese PLA General Hospital, Beijing, China
| | - Yihong Sun
- China-Japan Friendship Hospital, Beijing, China
| | - Yunlong Xia
- Department of Cardiology, First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Bo Yu
- Department of Cardiology, First Hospital of China Medical University, Shenyang, China
| | - Tong Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China
| | - Yundai Chen
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Gregory Y H Lip
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China; Liverpool Centre for Cardiovascular Sciences, University of Liverpool, Liverpool, United Kingdom; and Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.
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Affiliation(s)
- Xiaoxi Yao
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery Mayo Clinic Rochester MN.,Division of Health Care Policy and Research Department of Health Sciences Research Mayo Clinic Rochester MN.,Department of Cardiovascular Medicine Mayo Clinic Rochester MN
| | | | - Peter A Noseworthy
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery Mayo Clinic Rochester MN.,Department of Cardiovascular Medicine Mayo Clinic Rochester MN
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Guo Y, Lane DA, Chen Y, Lip GYH. Letter by Guo et al Regarding Article, "SUPPORT-AF II: Supporting Use of Anticoagulants Through Provider Profiling of Oral Anticoagulant Therapy for Atrial Fibrillation". Circ Cardiovasc Qual Outcomes 2020; 13:e006635. [PMID: 32375505 DOI: 10.1161/circoutcomes.120.006635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Yutao Guo
- Department of Cardiology, Medical School of Chinese PLA, Chinese PLA General Hospital, Beijing (Y.G., Y.C., G.Y.H.L.)
| | - Deirdre A Lane
- Liverpool Centre for Cardiovascular Sciences, Liverpool Heart and Chest Hospital, University of Liverpool, United Kingdom (D.A.L., G.Y.H.L.).,Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Denmark (D.A.L., G.Y.H.L.)
| | - Yundai Chen
- Department of Cardiology, Medical School of Chinese PLA, Chinese PLA General Hospital, Beijing (Y.G., Y.C., G.Y.H.L.)
| | - Gregory Y H Lip
- Department of Cardiology, Medical School of Chinese PLA, Chinese PLA General Hospital, Beijing (Y.G., Y.C., G.Y.H.L.).,Liverpool Centre for Cardiovascular Sciences, Liverpool Heart and Chest Hospital, University of Liverpool, United Kingdom (D.A.L., G.Y.H.L.).,Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Denmark (D.A.L., G.Y.H.L.)
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Hoque L, McManus DD, Kapoor A. Response by Hoque et al to Letter Regarding Article, “SUPPORT-AF II: Supporting Use of Anticoagulants Through Provider Profiling of Oral Anticoagulant Therapy for Atrial Fibrillation”. Circ Cardiovasc Qual Outcomes 2020; 13:e006671. [DOI: 10.1161/circoutcomes.120.006671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Laboni Hoque
- Department of Medicine University of Massachusetts Medical School, Worcester, MA (L.H., D.D.M., A.K.)
| | - David D. McManus
- Department of Medicine University of Massachusetts Medical School, Worcester, MA (L.H., D.D.M., A.K.)
- University of Massachusetts Memorial Health Care, Worcester, MA (D.D.M., A.K.)
| | - Alok Kapoor
- Department of Medicine University of Massachusetts Medical School, Worcester, MA (L.H., D.D.M., A.K.)
- University of Massachusetts Memorial Health Care, Worcester, MA (D.D.M., A.K.)
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Multimodal Interventions to Increase Anticoagulant Utilization in Atrial Fibrillation. Circ Cardiovasc Qual Outcomes 2020; 13:e006418. [DOI: 10.1161/circoutcomes.120.006418] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Hoque L, Amroze A, Gilvaz V, Abraham S, Lal A, Mishra A, Crawford S, Mazor K, McManus DD, Kapoor A. Assessing Anticoagulation Management and Shared Decision-Making Documentation From Providers Participating in the SUPPORT-AF II Study. THE JOURNAL OF CONTINUING EDUCATION IN THE HEALTH PROFESSIONS 2020; 40:76-80. [PMID: 32404775 DOI: 10.1097/ceh.0000000000000293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
BACKGROUND A previously tested intervention featured educational outreach with modified academic detailing (AD) to increase anticoagulation use in patients with atrial fibrillation. Currently, this study compares providers receiving and not receiving AD in terms of inclusion of AD educational topics and shared decision-making elements in documentation. METHODS Physicians reviewed themes discussed with providers during AD and evaluated charts for evidence of shared decision-making. Frequencies of documentation of individual items for providers receiving AD versus non-AD providers were compared. To understand baseline documentation practices of AD providers, encounters of AD providers before their AD participation were randomly selected. RESULTS There were 113 eligible encounters in the four months after AD-36 from AD providers and 77 from non-AD providers. Thirty-five encounters were identified from AD providers before participating in the intervention. Providers infrequently documented many reviewed items (% documenting): anticoagulation mentioned (44%), multiple options for anticoagulation (5%), CHA2DS2-VASc score (11%), bleeding risk factors (2%). Compared with non-AD providers, AD providers had statistically significant higher percentages for the following items: mention of anticoagulation (64% versus 35%), stroke risk (11% versus 0%), anticoagulation benefits (8% versus 0%), and patient involvement (17% versus 0%). There was no improvement, however, for AD providers compared with baseline documentation percentages. DISCUSSION Providers infrequently documented important items in anticoagulation management and shared decision-making. AD participation did not improve documentation. Improving adoption of AD educational items may require more prolonged interaction with providers. Improving shared decision-making may require an intervention more focused on it and its documentation.
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Affiliation(s)
- Laboni Hoque
- Ms. Hoque: University of Massachusetts Medical School, Worcester, MA. Ms. Amroze: University of Massachusetts Medical School, Worcester, MA and Meyers Primary Care Institute, Worcester, MA. Dr. Gilvaz: Department of Internal Medicine, St. Vincent Hospital, Worcester, MA. Dr. Abraham: Department of Internal Medicine, St. Vincent Hospital, Worcester, MA. Dr. Lal: Department of Medicine, Mayo Clinic, Rochester, MN. Dr. Mishra: Department of Internal Medicine, St. Vincent Hospital, Worcester, MA. Dr. Crawford: Division of Preventative and Behavioral Medicine, University of Massachusetts Medical School, Worcester, MA, and Meyers Primary Care Institute, Worcester, MA. Dr. Mazor: Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, MA, and Meyers Primary Care Institute, Worcester, MA. Dr. McManus: Division of Cardiology, University of Massachusetts Medical School, Worcester, MA, Meyers Primary Care Institute, Worcester, MA, and University of Massachusetts Memorial Health Care, Worcester, MA. Dr. Kapoor: Division of Hospital Medicine, University of Massachusetts Medical School, Worcester, MA, Meyers Primary Care Institute, Worcester, MA, and University of Massachusetts Memorial Health Care, Worcester, MA
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