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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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Shah SJ, van Walraven C, Jeon SY, Boscardin WJ, Hobbs FDR, Connolly S, Ezekowitz M, Covinsky KE, Fang MC, Singer DE. Estimating Vitamin K Antagonist Anticoagulation Benefit in People With Atrial Fibrillation Accounting for Competing Risks: Evidence From 12 Randomized Trials. Circ Cardiovasc Qual Outcomes 2024; 17:e010269. [PMID: 38525596 PMCID: PMC11021147 DOI: 10.1161/circoutcomes.123.010269] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 01/16/2024] [Indexed: 03/26/2024]
Abstract
BACKGROUND Patients with atrial fibrillation have a high mortality rate that is only partially attributable to vascular outcomes. The competing risk of death may affect the expected anticoagulant benefit. We determined if competing risks materially affect the guideline-endorsed estimate of anticoagulant benefit. METHODS We conducted a secondary analysis of 12 randomized controlled trials that randomized patients with atrial fibrillation to vitamin K antagonists (VKAs) or either placebo or antiplatelets. For each participant, we estimated the absolute risk reduction (ARR) of VKAs to prevent stroke or systemic embolism using 2 methods-first using a guideline-endorsed model (CHA2DS2-VASc) and then again using a competing risk model that uses the same inputs as CHA2DS2-VASc but accounts for the competing risk of death and allows for nonlinear growth in benefit. We compared the absolute and relative differences in estimated benefit and whether the differences varied by life expectancy. RESULTS A total of 7933 participants (median age, 73 years, 36% women) had a median life expectancy of 8 years (interquartile range, 6-12), determined by comorbidity-adjusted life tables and 43% were randomized to VKAs. The CHA2DS2-VASc model estimated a larger ARR than the competing risk model (median ARR at 3 years, 6.9% [interquartile range, 4.7%-10.0%] versus 5.2% [interquartile range, 3.5%-7.4%]; P<0.001). ARR differences varied by life expectancies: for those with life expectancies in the highest decile, 3-year ARR difference (CHA2DS2-VASc model - competing risk model 3-year risk) was -1.3% (95% CI, -1.3% to -1.2%); for those with life expectancies in the lowest decile, 3-year ARR difference was 4.7% (95% CI, 4.5%-5.0%). CONCLUSIONS VKA anticoagulants were exceptionally effective at reducing stroke risk. However, VKA benefits were misestimated with CHA2DS2-VASc, which does not account for the competing risk of death nor decelerating treatment benefit over time. Overestimation was most pronounced when life expectancy was low and when the benefit was estimated over a multiyear horizon.
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Affiliation(s)
- Sachin J. Shah
- Division of General Internal Medicine, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Carl van Walraven
- Departments of Medicine and Epidemiology & Community Medicine, University of Ottawa, Ottawa ON, CA
| | - Sun Young Jeon
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - W. John Boscardin
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - FD Richard Hobbs
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford UK
| | - Stuart Connolly
- Population Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - Michael Ezekowitz
- Department of Medicine, Thomas Jefferson University, Philadelphia, PA, USA and Cardiovascular Medicine, Lankenau Institute for Medical Research, Wynnewood, PA, USA
| | - Kenneth E. Covinsky
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Margaret C. Fang
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Daniel E. Singer
- Division of General Internal Medicine, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Ashburner JM, Chang Y, Borowsky LH, Khurshid S, McManus DD, Ellinor PT, Lubitz SA, Singer DE, Atlas SJ. Effect of clinic-based single-lead electrocardiogram rhythm assessment on oral anticoagulation prescriptions in patients with previously diagnosed atrial fibrillation. Heart Rhythm O2 2023; 4:469-477. [PMID: 37645259 PMCID: PMC10461197 DOI: 10.1016/j.hroo.2023.07.003] [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] [Indexed: 08/31/2023] Open
Abstract
Background Despite benefits of oral anticoagulation (OAC), many individuals with diagnosed atrial fibrillation (AF) do not receive OAC. Objective The purpose of this study was to assess whether cardiac rhythm assessment for AF impacted use of OAC in patients with previously diagnosed AF. Methods VITAL-AF was a cluster randomized controlled trial conducted in 16 primary care practices assessing the efficacy of AF rhythm assessment with single-lead electrocardiogram in routine care. Patients 65 years and older were offered rhythm assessment at visits. In this secondary analysis, we evaluated rhythm assessment uptake and compared initiation and discontinuation of OAC in patients with previously diagnosed AF from intervention and control arms over 1 year. Results The study included 4593 patients with previously diagnosed AF (2250 intervention; 2343 control). In the intervention arm, 2022 (89.9%) completed rhythm assessment (median 2 visits with rhythm assessment) and 40.1% had ≥1 "Possible AF" result. Initiation of OAC was similar in the intervention (17.7%) and control (19.1%) arms but was influenced by the rhythm assessment result: higher with a "Possible AF" (26.1%; adjusted odds ratio [aOR] 1.62; 95% confidence interval [CI] 1.04-2.51), and lower with a "Normal" result (9.9%; aOR 0.45; 95% CI 0.29-0.71) compared to control. OAC discontinuation was similar in the intervention (6.3%) and control (7.2%) arms, with lower discontinuation with a "Possible AF" result (3.8%; aOR 0.51; 95% CI 0.32-0.81). Conclusions Including patients with previously diagnosed AF in a point-of-care rhythm assessment strategy did not increase overall OAC use compared to the control arm. However, the rhythm assessment result influenced both initiation and discontinuation of OAC.
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Affiliation(s)
- Jeffrey M. Ashburner
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Yuchiao Chang
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Leila H. Borowsky
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Shaan Khurshid
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, Massachusetts
- Demoulas Center for Cardiac Arrhythmias, Cardiology Division, Massachusetts General Hospital, Boston, Massachusetts
| | - David D. McManus
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Patrick T. Ellinor
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, Massachusetts
- Demoulas Center for Cardiac Arrhythmias, Cardiology Division, Massachusetts General Hospital, Boston, Massachusetts
| | - Steven A. Lubitz
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, Massachusetts
- Demoulas Center for Cardiac Arrhythmias, Cardiology Division, Massachusetts General Hospital, Boston, Massachusetts
| | - Daniel E. Singer
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Steven J. Atlas
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
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Shah SJ, van Walraven C, Jeon SY, Boscardin WJ, Hobbs FR, Connolly S, Ezekowitz M, Covinsky KE, Fang MC, Singer DE. Overestimation of anticoagulant benefit in patients with atrial fibrillation and low life expectancy: evidence from 12 randomized trials. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.02.10.23285303. [PMID: 36993304 PMCID: PMC10055461 DOI: 10.1101/2023.02.10.23285303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Background Patients with atrial fibrillation (AF) have a high rate of all-cause mortality that is only partially attributable to vascular outcomes. While the competing risk of death may affect expected anticoagulant benefit, guidelines do not account for it. We sought to determine if using a competing risks framework materially affects the guideline-endorsed estimate of absolute risk reduction attributable to anticoagulants. Methods We conducted a secondary analysis of 12 RCTs that randomized patients with AF to oral anticoagulants or either placebo or antiplatelets. For each participant, we estimated the absolute risk reduction (ARR) of anticoagulants to prevent stroke or systemic embolism using two methods. First, we estimated the ARR using a guideline-endorsed model (CHA 2 DS 2 -VASc) and then again using a Competing Risk Model that uses the same inputs as CHA 2 DS 2 -VASc but accounts for the competing risk of death and allows for non-linear growth in benefit over time. We compared the absolute and relative differences in estimated benefit and whether the differences in estimated benefit varied by life expectancy. Results 7933 participants had a median life expectancy of 8 years (IQR 6, 12), determined by comorbidity-adjusted life tables. 43% were randomized to oral anticoagulation (median age 73 years, 36% women). The guideline-endorsed CHA 2 DS 2 -VASc model estimated a larger ARR than the Competing Risk Model (median ARR at 3 years, 6.9% vs. 5.2%). ARR differences varied by life expectancies: for those with life expectancies in the highest decile, 3-year ARR difference (CHA 2 DS 2 -VASc model - Competing Risk Model 3-year risk) was -1.2% (42% relative underestimation); for those with life expectancies in the lowest decile, 3-year ARR difference was 5.9% (91% relative overestimation). Conclusion Anticoagulants were exceptionally effective at reduced stroke risk. However, anticoagulant benefits were misestimated with CHA 2 DS 2 -VASc, which does not account for the competing risk of death nor decelerating treatment benefit over time. Overestimation was most pronounced in patients with the lowest life expectancy and when benefit was estimated over a multi-year horizon.
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Piazza G, Hurwitz S, Campia U, Bikdeli B, Lou J, Khairani CD, Bejjani A, Snyder JE, Pfeferman M, Barns B, Rizzo S, Glezer A, Goldhaber SZ. Electronic alerts for ambulatory patients with atrial fibrillation not prescribed anticoagulation: A randomized, controlled trial (AF-ALERT2). Thromb Res 2023; 227:1-7. [PMID: 37182298 DOI: 10.1016/j.thromres.2023.05.006] [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: 04/06/2023] [Revised: 05/01/2023] [Accepted: 05/05/2023] [Indexed: 05/16/2023]
Abstract
BACKGROUND Despite widely available risk stratification tools, safe and effective anticoagulants, and guideline recommendations, anticoagulation for stroke prevention in atrial fibrillation (AF) is under-prescribed in ambulatory patients. To assess the impact of alert-based computerized decision support (CDS) on anticoagulation prescription in ambulatory patients with AF and high-risk for stroke, we conducted this randomized controlled trial. METHODS Patients with AF and CHA2DS2-VASc score ≥ 2 who were not prescribed anticoagulation and had a clinic visit at Brigham and Women's Hospital were enrolled. Patients were randomly allocated, according to Attending Physician of record, to intervention (alert-based CDS) versus control (no notification). The primary efficacy outcome was the frequency of anticoagulant prescription. RESULTS The CDS tool assigned 395 and 403 patients to the alert and control groups, respectively. Alert patients were more likely to be prescribed anticoagulation within 48 h of the clinic visit (15.4 % vs. 7.7 %, p < 0.001) and at 90 days (17.2 % vs. 9.9 %, p < 0.01). Direct oral anticoagulants were the predominantly prescribed form of anticoagulation. No significant differences were observed in stroke, TIA, or systemic embolic events (0 % vs. 0.8 %, p = 0.09), symptomatic VTE (0.5 % vs. 1 %, p = 0.43), all-cause mortality (2 % vs. 0.7 %, p = 0.12), or major adverse cardiovascular events (2.8 % vs. 2.5 %, p = 0.79) at 90 days. CONCLUSIONS An alert-based CDS strategy increased a primary efficacy outcome of anticoagulation in clinic patients with AF and high-risk for stroke who were not receiving anticoagulation at the time of the office visit. The study was likely underpowered to assess an impact on clinical outcomes. TRIAL REGISTRATION ClinicalTrials.gov Identifier- NCT02958943.
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Affiliation(s)
- Gregory Piazza
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
| | - Shelley Hurwitz
- Division of Infectious Diseases, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Umberto Campia
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Behnood Bikdeli
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Yale New Haven Hospital (YNHH), Yale Center for Outcomes Research and Evaluation (CORE), New Haven, CT, USA; Cardiovascular Research Foundation (CRF), New York, NY, USA
| | - Junyang Lou
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Candrika D Khairani
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Antoine Bejjani
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Julia E Snyder
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Mariana Pfeferman
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Briana Barns
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Samantha Rizzo
- Georgetown University School of Medicine, Washington, DC, USA
| | - Alexandra Glezer
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Samuel Z Goldhaber
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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Sporn ZA, Berman AN, Daly D, Wasfy JH. Improving guideline-based anticoagulation in atrial fibrillation: A systematic literature review of prospective trials. Heart Rhythm 2023; 20:69-75. [PMID: 36122695 DOI: 10.1016/j.hrthm.2022.09.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 09/07/2022] [Accepted: 09/12/2022] [Indexed: 01/12/2023]
Abstract
BACKGROUND Guidelines for anticoagulation in patients with atrial fibrillation (AF) aim to decrease the risk of ischemic stroke. However, there is a gap in actual practice between patients who have an indication for anticoagulation and those who are actually prescribed anticoagulation. OBJECTIVE We sought to evaluate the efficacy of prior population-based interventions aimed at decreasing this AF anticoagulation gap. METHODS This study was prospectively registered in the International Prospective Register of Systematic Reviews database (CRD42021287875). A systematic literature review was conducted to obtain all prospective individually randomized and cluster randomized trials by searching 4 electronic databases: PubMed, Google Scholar, Web of Science, and Medline. RESULTS After a review of 1474 studies, 20 trials were included in this systematic literature review. Forty-five percent were effective in decreasing the AF anticoagulation gap. Trial interventions that improved anticoagulation prescribing included 6 trials of electronic risk assessment or decision support, 1 trial of provider education, 2 trials of new protocol or pathway, and 2 trials of patient education. Six of 15 ambulatory trials, 2 of 4 inpatient trials, and 1 trial that spanned inpatient and outpatient settings improved anticoagulation prescribing rates. Interventions focused on patient education, provider education, and electronic risk assessment or decision support increased absolute appropriate anticoagulation prescribing by 8.3%, 4.9%, and 2.0%, respectively. CONCLUSION Interventions aimed at improving anticoagulation prescribing patterns in AF can be effective, although there is heterogeneity in outcomes across intervention type. The most effective interventions appeared to target patient education, provider education, and electronic risk assessment or decision support.
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Affiliation(s)
- Zachary A Sporn
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts.
| | - Adam N Berman
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Danielle Daly
- Population Health Management, Performance Analysis and Improvement, Massachusetts General Physicians Organization, Massachusetts General Hospital, Boston, Massachusetts
| | - Jason H Wasfy
- Population Health Management, Performance Analysis and Improvement, Massachusetts General Physicians Organization, Massachusetts General Hospital, Boston, Massachusetts; Cardiology Division, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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Fitzpatrick M, Sadiq H, Rampam S, Araia A, Miller M, Vargas KR, Fry P, Smith AM, Lowe MM, Catalano C, Harrison C, Catanzaro J, Crawford S, McManus D, Kapoor A. Preventing preventable strokes: A study protocol to push guideline-driven atrial fibrillation patient education via patient portal. CARDIOVASCULAR DIGITAL HEALTH JOURNAL 2022; 3:241-246. [PMID: 36310680 PMCID: PMC9596318 DOI: 10.1016/j.cvdhj.2022.07.068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Background The main approach to preventing stroke in patients with atrial fibrillation (AF) is anticoagulation (AC), but only about 60% of at-risk individuals are on AC. Patient-facing electronic health record–based interventions have produced mixed results. Little is known about the impact of health portal–based messaging on AC use. Objective The purpose of this study was describe a protocol we will use to measure the association between AC use and patient portal message opening. We also will measure patient attitudes toward education materials housed on a professional society Web site. Methods We will send portal messages to patients aged ≥18 years with AF 1 week before an office/teleconference visit with a primary care or cardiology provider. The message will be customized for 3 groups of patients: those on AC; those at elevated risk but off AC; and those not currently at risk but may be at risk in the future. Within the message, we will embed a link to UpBeat.org, a Web site of the Heart Rhythm Society containing patient educational materials. We also will embed a link to a survey. Among other things, the survey will request patients to rate their attitude toward the Heart Rhythm Society Web pages. To measure the effectiveness of the intervention, we will track AC use and its association with message opening, adjusting for potential confounders. Conclusion If we detect an increase in AC use correlates with message opening, we will be well positioned to conduct a future comparative effectiveness trial. If patients rate the UpBeat.org materials highly, patients from other institutions also may benefit from receiving these materials.
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Affiliation(s)
- Michael Fitzpatrick
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts
- Department of Medicine, University of Massachusetts Memorial Health Care, Worcester, Massachusetts
| | - Hammad Sadiq
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Sanjeev Rampam
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Almaz Araia
- Department of Practice Improvement and Policy, Heart Rhythm Society, Washington, District of Columbia
| | - Megan Miller
- Department of Medicinal Chemistry, University of Florida College of Pharmacy, Jacksonville, Florida
| | - Kevin Rivera Vargas
- Department of Medicinal Chemistry, University of Florida College of Pharmacy, Jacksonville, Florida
| | - Patrick Fry
- Department of Medicine, University of Florida College of Medicine, Jacksonville, Florida
| | - Anne Marie Smith
- Department of Practice Improvement and Policy, Heart Rhythm Society, Washington, District of Columbia
| | | | - Christina Catalano
- Department of Medicine, University of Florida College of Medicine, Jacksonville, Florida
| | - Charles Harrison
- Department of Medicine, University of Florida College of Medicine, Jacksonville, Florida
| | - 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
| | - David McManus
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts
- Department of Medicine, University of Massachusetts Memorial Health Care, Worcester, Massachusetts
| | - Alok Kapoor
- Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts
- Department of Medicine, University of Massachusetts Memorial Health Care, Worcester, Massachusetts
- Address reprint requests and correspondence: Dr Alok Kapoor, Biotech One, Suite 100, University of Massachusetts Medical School, 365 Plantation St, Worcester, MA 01605.
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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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Pokorney SD, Cocoros N, Al-Khalidi HR, Haynes K, Li S, Al-Khatib SM, Corrigan-Curay J, Driscoll MR, Garcia C, Calvert SB, Harkins T, Jin R, Knecht D, Levenson M, Lin ND, Martin D, McCall D, McMahill-Walraven C, Nair V, Parlett L, Petrone A, Temple R, Zhang R, Zhou Y, Platt R, Granger CB. Effect of Mailing Educational Material to Patients With Atrial Fibrillation and Their Clinicians on Use of Oral Anticoagulants: A Randomized Clinical Trial. JAMA Netw Open 2022; 5:e2214321. [PMID: 35639381 PMCID: PMC9157265 DOI: 10.1001/jamanetworkopen.2022.14321] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
IMPORTANCE Only about half of patients with atrial fibrillation (AF) who are at increased risk for stroke are treated with an oral anticoagulant (OAC), despite guideline recommendations for their use. Educating patients with AF about prevention of stroke with OACs may enable them as agents of change to initiate OAC treatment. OBJECTIVE To determine whether an educational intervention directed to patients and their clinicians stimulates the use of OACs in patients with AF who are not receiving OACs. DESIGN, SETTING, AND PARTICIPANTS The Implementation of a Randomized Controlled Trial to Improve Treatment With Oral Anticoagulants in Patients With Atrial Fibrillation (IMPACT-AFib) trial was a prospective, multicenter, open-label, pragmatic randomized clinical trial conducted from September 25, 2017, to May 1, 2019, embedded in health plans that participate in the US Food and Drug Administration's Sentinel System. It used the distributed database comprising health plan members to identify eligible patients, their clinicians, and outcomes. IMPACT-AFib enrolled patients with AF, a CHA2DS2-VASc (cardiac failure or dysfunction, hypertension, age 65-74 [1 point] or ≥75 years [2 points], diabetes, and stroke, transient ischemic attack or thromboembolism [2 points]-vascular disease, and sex category [female]) score of 2 or more, no evidence of OAC prescription dispensing in the preceding 12 months, and no hospitalization-related bleeding event within the prior 6 months. INTERVENTIONS Randomization to a single mailing of patient and/or clinician educational materials vs control. MAIN OUTCOMES AND MEASURES Analysis was performed on a modified intention-to-treat basis. The primary end point was the proportion of patients with at least 1 OAC prescription dispensed or at least 4 international normalized ratio test results within 1 year of the intervention. RESULTS Among 47 333 patients, there were 24 909 men (52.6%), the mean (SD) age was 77.9 (9.7) years, mean (SD) CHA2DS2-VASc score was 4.5 (1.7), 22 404 patients (47.3%) had an ATRIA (Anticoagulation and Risk Factors in Atrial Fibrillation) bleeding risk score of 5 or more, and 8890 patients (18.8%) had a history of hospitalization for bleeding. There were 2328 of 23 546 patients (9.9%) in the intervention group with initiation of OAC at 1 year compared with 2330 of 23 787 patients (9.8%) in the control group (adjusted OR, 1.01 [95% CI, 0.95-1.07]; P = .79). CONCLUSIONS AND RELEVANCE Among a large population with AF with a guideline indication for OACs for stroke prevention who were randomized to a mailed educational intervention or to usual care, there was no clinically meaningful, numerical, or statistically significant difference in rates of OAC initiation. More-intensive interventions are needed to try and address the public health issue of underuse of anticoagulation for stroke prevention among patients with AF. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT03259373.
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Affiliation(s)
- Sean D. Pokorney
- Duke Clinical Research Institute and Division of Cardiology, Duke University Medical Center, Durham, North Carolina
| | - Noelle Cocoros
- Harvard Pilgrim Health Care Institute, Harvard Medical School Department of Population Medicine, Boston, Massachusetts
| | - Hussein R. Al-Khalidi
- Duke Clinical Research Institute and Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, North Carolina
| | | | - Shuang Li
- Duke Clinical Research Institute and Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, North Carolina
| | - Sana M. Al-Khatib
- Duke Clinical Research Institute and Division of Cardiology, Duke University Medical Center, Durham, North Carolina
| | | | - Meighan Rogers Driscoll
- Harvard Pilgrim Health Care Institute, Harvard Medical School Department of Population Medicine, Boston, Massachusetts
| | - Crystal Garcia
- Harvard Pilgrim Health Care Institute, Harvard Medical School Department of Population Medicine, Boston, Massachusetts
| | - Sara B. Calvert
- Clinical Trials Transformation Initiative, Durham, North Carolina
| | | | - Robert Jin
- Harvard Pilgrim Health Care Institute, Harvard Medical School Department of Population Medicine, Boston, Massachusetts
| | | | - Mark Levenson
- Office of Biostatistics, Center for Drug Evaluation and Research, US Food and Drug Administration
| | - Nancy D. Lin
- OptumInsight Life Sciences Inc, Boston, Massachusetts
| | | | - Debbe McCall
- Rowan Tree Perspectives Consulting, Murrieta, California
| | | | - Vinit Nair
- Humana Healthcare Research Inc, Louisville, Kentucky
| | | | - Andrew Petrone
- Harvard Pilgrim Health Care Institute, Harvard Medical School Department of Population Medicine, Boston, Massachusetts
| | - Robert Temple
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland
| | - Rongmei Zhang
- Office of Biostatistics, Center for Drug Evaluation and Research, US Food and Drug Administration
| | - Yunping Zhou
- Humana Healthcare Research Inc, Louisville, Kentucky
| | - Richard Platt
- Harvard Pilgrim Health Care Institute, Harvard Medical School Department of Population Medicine, Boston, Massachusetts
| | - Christopher B. Granger
- Duke Clinical Research Institute and Division of Cardiology, Duke University Medical Center, Durham, North Carolina
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10
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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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11
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Shah SJ, Covinsky KE. Do Anticoagulants Preserve Function and Quality of Life in Older Adults with Atrial Fibrillation? NEJM EVIDENCE 2022; 1:EVIDtt2200010. [PMID: 38319220 DOI: 10.1056/evidtt2200010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2024]
Abstract
Anticoagulants in Older Adults with Atrial FibrillationAn 82-year-old woman with hypertension and diabetes is seen in the clinic for newly diagnosed atrial fibrillation. She uses a walker and fell twice last year. She completes activities of daily living independently. Should she be prescribed an anticoagulant?
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Affiliation(s)
- Sachin J Shah
- School of Medicine, University of California, San Francisco
| | - Kenneth E Covinsky
- School of Medicine, University of California, San Francisco
- San Francisco Veterans Affairs Medical Center, San Francisco
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12
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Williams J, Malden S, Heeney C, Bouamrane M, Holder M, Perera U, Bates DW, Sheikh A. Optimizing Hospital Electronic Prescribing Systems: A Systematic Scoping Review. J Patient Saf 2022; 18:e547-e562. [PMID: 35188939 PMCID: PMC8855945 DOI: 10.1097/pts.0000000000000867] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVE Considerable international investment in hospital electronic prescribing (ePrescribing) systems has been made, but despite this, it is proving difficult for most organizations to realize safety, quality, and efficiency gains in prescribing. The objective of this work was to develop policy-relevant insights into the optimization of hospital ePrescribing systems to maximize the benefits and minimize the risks of these expensive digital health infrastructures. METHODS We undertook a systematic scoping review of the literature by searching MEDLINE, Embase, and CINAHL databases. We searched for primary studies reporting on ePrescribing optimization strategies and independently screened and abstracted data until saturation was achieved. Findings were theoretically and thematically synthesized taking a medicine life-cycle perspective, incorporating consultative phases with domain experts. RESULTS We identified 23,609 potentially eligible studies from which 1367 satisfied our inclusion criteria. Thematic synthesis was conducted on a data set of 76 studies, of which 48 were based in the United States. Key approaches to optimization included the following: stakeholder engagement, system or process redesign, technological innovations, and education and training packages. Single-component interventions (n = 26) described technological optimization strategies focusing on a single, specific step in the prescribing process. Multicomponent interventions (n = 50) used a combination of optimization strategies, typically targeting multiple steps in the medicines management process. DISCUSSION We identified numerous optimization strategies for enhancing the performance of ePrescribing systems. Key considerations for ePrescribing optimization include meaningful stakeholder engagement to reconceptualize the service delivery model and implementing technological innovations with supporting training packages to simultaneously impact on different facets of the medicines management process.
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Affiliation(s)
- Jac Williams
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Stephen Malden
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Catherine Heeney
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Matt Bouamrane
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Mike Holder
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Uditha Perera
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - David W. Bates
- Division of General Internal Medicine and Primary Care, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Aziz Sheikh
- From the Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
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13
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Lehto M, Pitkälä K, Rahkonen O, Laine MK, Raina M, Kauppila T. Do electronic reminders alter recorded diagnoses in primary care office-hours practices of health centers: A register-based study in a Finnish city. SAGE Open Med 2021; 9:20503121211036117. [PMID: 34377471 PMCID: PMC8327226 DOI: 10.1177/20503121211036117] [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] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 07/09/2021] [Indexed: 12/30/2022] Open
Abstract
Objectives One purpose of electronic reminders is improvement of the quality of documentation in office-hours primary care. The aim of this study was to evaluate how implementation of electronic reminders alters the rate and/or content of diagnostic data recorded by primary care physicians in office-hours practices in primary care health centers. Methods The present work is a register-based longitudinal follow-up study with a before-and-after design. An electronic reminder was installed in the electronic health record system of the primary health care of a Finnish city to remind physicians to include the diagnosis code of the visit in the health record. The report generator of the electronic health record system provided monthly figures for the number of various recorded diagnoses by using the International Classification of Diseases, 10th edition, and the total number of visits to primary care physicians, thus allowing the calculation of the recording rate of diagnoses on a monthly basis. The distribution of diagnoses before and after implementing ERs was also compared. Results After the introduction of the electronic reminder, the rate of diagnosis recording by primary care physicians increased clearly from 39.7% to 87.2% (p < 0.001). The intervention enhanced the recording rate of symptomatic diagnoses (group R) and some chronic diseases such as hypertension, type 2 diabetes and other soft tissue disorders. Recording rate of diagnoses related to diseases of the respiratory system (group J), injuries, poisoning and certain other consequences of external causes (group S), and diseases of single body region of the musculoskeletal system and connective tissue (group M) decreased after the implementation of electronic reminders. Conclusion Electronic reminders may alter the contents and extent of recorded diagnosis data in office-hours practices of the primary care health centers. They were found to have an influence on the recording rates of diagnoses related to chronic diseases. Electronic reminders may be a useful tool in primary health care when attempting to change the behavior of primary care physicians.
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Affiliation(s)
- Mika Lehto
- Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland.,Unit of Primary Health Care, Helsinki University Hospital, Helsinki, Finland.,Vantaa Social and Health Bureau, Vantaa, Finland
| | - Kaisu Pitkälä
- Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland.,Unit of Primary Health Care, Helsinki University Hospital, Helsinki, Finland
| | - Ossi Rahkonen
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Merja K Laine
- Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland.,Unit of Primary Health Care, Helsinki University Hospital, Helsinki, Finland.,Folkhälsan Research Centre, Helsinki, Finland
| | - Marko Raina
- Vantaa Social and Health Bureau, Vantaa, Finland
| | - Timo Kauppila
- Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland.,Unit of Primary Health Care, Helsinki University Hospital, Helsinki, Finland
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14
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Gebreyohannes EA, Mill D, Salter S, Chalmers L, Bereznicki L, Lee K. Strategies for improving guideline adherence of anticoagulants for patients with atrial fibrillation in primary healthcare: A systematic review. Thromb Res 2021; 205:128-136. [PMID: 34333301 DOI: 10.1016/j.thromres.2021.07.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 07/06/2021] [Accepted: 07/22/2021] [Indexed: 11/15/2022]
Abstract
BACKGROUND Clinical guidelines on atrial fibrillation management help optimize the use of oral anticoagulants. However, guideline non-adherence is common, particularly in the primary care setting. The primary aim of this systematic review was to identify effective strategies for improving adherence to guideline-directed thromboprophylaxis to patients with atrial fibrillation in the primary care setting. METHODS A search was conducted on 6 electronic databases (Medline, Embase, ScienceDirect, Scopus, the Cumulative Indexing of Nursing and Allied Health Literature, and Web of Science) supplemented by a Google advanced search. Studies aimed at improving oral thromboprophylaxis guideline adherence in patients with atrial fibrillation, in the primary care setting, were included in the study. RESULTS A total of 33 studies were included in this review. Nine studies employed electronic decision support (EDS), of which 4 reported modest improvements in guideline adherence. Five of 6 studies that utilized local guidelines as quality improvement measures reported improvement in guideline adherence. All 5 studies that employed coordinated care and the use of specialist support and 4 of the 5 studies that involved pharmacist-led interventions reported improvements in guideline adherence. Interventions based mainly on feedback from audits were less effective. CONCLUSIONS Multifaceted interventions, especially those incorporating coordinated care and specialist support, pharmacists, or local adaptations to and implementation of national and/or international guidelines appear to be more consistently effective in improving guideline adherence in the primary care setting than interventions based mainly on EDS and feedback from audits.
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Affiliation(s)
| | - Deanna Mill
- Division of Pharmacy, School of Allied Health, University of Western Australia, WA, Australia
| | - Sandra Salter
- Division of Pharmacy, School of Allied Health, University of Western Australia, WA, Australia
| | | | - Luke Bereznicki
- School of Pharmacy and Pharmacology, University of Tasmania, TAS, Australia
| | - Kenneth Lee
- Division of Pharmacy, School of Allied Health, University of Western Australia, WA, Australia
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15
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Harahsheh AS, Hamburger EK, Saleh L, Crawford LM, Sepe E, Dubelman A, Baram L, Kadow KM, Driskill C, Prestidge K, Bost JE, Berkowitz D. Promoting Judicious Primary Care Referral of Patients with Chest Pain to Cardiology: A Quality Improvement Initiative. Med Decis Making 2021; 41:559-572. [PMID: 33655790 DOI: 10.1177/0272989x21991445] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
OBJECTIVE To decrease referrals to cardiology of patients ages 7 to 21 years with low-probability cardiac pathology who presented to primary care with chest pain by 50% within 24 months. STUDY DESIGN A multidisciplinary team designed and implemented an initiative consisting of 1) a decision support tool (DST), 2) educational sessions, 3) routine feedback to improve use of referral criteria, and 4) patient family education. Four pediatric practices, comprising 34 pediatricians and 7 nurse practitioners, were included in this study. We tracked progress via statistical process control charts. RESULTS A total of 421 patients ages 7 to 21 years presented with chest pain to their pediatrician. The utilization of the DST increased from baseline of 16% to 68%. Concurrently, the percentage of low-probability cardiology referrals in pediatric patients ages 7 to 21 years who presented with chest pain decreased from 17% to 5% after our interventions. At a median follow-up time of 0.9 years (interquartile range, 0.3-1.6 years), no patient had a life-threatening cardiac event. CONCLUSION Our health care improvement initiative to reduce low-probability cardiology referrals for children presenting to primary care practices with chest pain was feasible, effective, and safe.
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Affiliation(s)
- Ashraf S Harahsheh
- Department of Pediatrics, George Washington University School of Medicine & Health Sciences, Washington, DC, USA.,Children's National Hospital, Washington, DC, USA
| | - Ellen K Hamburger
- Department of Pediatrics, George Washington University School of Medicine & Health Sciences, Washington, DC, USA.,Children's National Pediatricians & Associates, Washington, DC, USA
| | - Lena Saleh
- Children's National Hospital, Washington, DC, USA
| | | | - Edward Sepe
- Department of Pediatrics, George Washington University School of Medicine & Health Sciences, Washington, DC, USA.,Children's National Pediatricians & Associates, Washington, DC, USA
| | - Ariel Dubelman
- Children's National Pediatricians & Associates, Washington, DC, USA
| | - Lena Baram
- Department of Pediatrics, George Washington University School of Medicine & Health Sciences, Washington, DC, USA.,Children's National Pediatricians & Associates, Washington, DC, USA
| | - Kathleen M Kadow
- Children's National Pediatricians & Associates, Washington, DC, USA
| | | | - Kathy Prestidge
- Children's National Pediatricians & Associates, Washington, DC, USA
| | - James E Bost
- Department of Pediatrics, George Washington University School of Medicine & Health Sciences, Washington, DC, USA.,Division of Biostatistics and Study Methodology, Children's National Hospital, Washington, DC, USA
| | - Deena Berkowitz
- Department of Pediatrics, George Washington University School of Medicine & Health Sciences, Washington, DC, USA.,Children's National Hospital, Washington, DC, USA
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16
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Shah SJ, Fang MC, Jeon SY, Gregorich SE, Covinsky KE. Geriatric Syndromes and Atrial Fibrillation: Prevalence and Association with Anticoagulant Use in a National Cohort of Older Americans. J Am Geriatr Soc 2020; 69:349-356. [PMID: 32989731 DOI: 10.1111/jgs.16822] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 08/14/2020] [Accepted: 08/16/2020] [Indexed: 11/30/2022]
Abstract
BACKGROUND Although guidelines recommend focusing primarily on stroke risk to recommend anticoagulants in atrial fibrillation (AF), physicians report that geriatric syndromes (e.g., falls and disability) are important when considering anticoagulants. Little is known about the prevalence of geriatric syndromes in older adults with AF or the association with anticoagulant use. METHODS We performed a cross-sectional analysis of the 2014 Health and Retirement Study, a nationally representative study of older Americans. Participants were asked questions to assess domains of aging, including function, cognition, and medical conditions. We included participants 65 years and older with 2 years of continuous Medicare enrollment who met AF diagnosis criteria by claims codes. We examined five geriatric syndromes: one or more falls within the last 2 years, receiving help with activities of daily living (ADLs) or instrumental ADLs (IADL), experienced incontinence, and cognitive impairment. We determined the prevalence of geriatric syndromes and their association with anticoagulant use, adjusting for ischemic stroke risk (i.e., CHA2 DS2 -VASc score [congestive heart failure, hypertension, age, diabetes mellitus, stroke, vascular disease, and sex]). RESULTS In this study of 779 participants with AF (median age = 80 years; median CHA2 DS2 -VASc score = 4), 82% had one or more geriatric syndromes. Geriatric syndromes were common: 49% reported falls, 38% had ADL impairments, 42% had IADL impairments, 37% had cognitive impairments, and 43% reported incontinence. Overall, 65% reported anticoagulant use; guidelines recommend anticoagulant use for 97% of participants. Anticoagulant use rate decreased for each additional geriatric syndrome (average marginal effect = -3.7%; 95% confidence interval = -1.4% to -5.9%). Lower rates of anticoagulant use were reported in participants with ADL dependency, IADL dependency, and dementia. CONCLUSION Most older adults with AF had at least one geriatric syndrome, and geriatric syndromes were associated with reduced anticoagulant use. The high prevalence of geriatric syndromes may explain the lower than expected anticoagulant use in older adults.
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Affiliation(s)
- Sachin J Shah
- Division of Hospital Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Margaret C Fang
- Division of Hospital Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Sun Y Jeon
- Division of Geriatrics, University of California, San Francisco, San Francisco, California, USA
| | - Steven E Gregorich
- Division of General Internal Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Kenneth E Covinsky
- Division of Geriatrics, University of California, San Francisco, San Francisco, California, USA
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17
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Gattellari M, Hayen A, Leung DYC, Zwar NA, Worthington JM. Supporting anticoagulant treatment decision making to optimise stroke prevention in complex patients with atrial fibrillation: a cluster randomised trial. BMC FAMILY PRACTICE 2020; 21:102. [PMID: 32513116 PMCID: PMC7281948 DOI: 10.1186/s12875-020-01175-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Accepted: 05/28/2020] [Indexed: 12/15/2022]
Abstract
Background Anticoagulation for preventing stroke in atrial fibrillation is under-utilised despite evidence supporting its use, resulting in avoidable death and disability. We aimed to evaluate an intervention to improve the uptake of anticoagulation. Methods We carried out a national, cluster randomised controlled trial in the Australian primary health care setting. General practitioners received an educational session, delivered via telephone by a medical peer and provided information about their patients selected either because they were not receiving anticoagulation or for whom anticoagulation was considered challenging. General practitioners were randomised to receive feedback from a medical specialist about the cases (expert decisional support) either before or after completing a post-test audit. The primary outcome was the proportion of patients reported as receiving oral anticoagulation. A secondary outcome assessed antithrombotic treatment as appropriate against guideline recommendations. Results One hundred and seventy-nine general practitioners participated in the trial, contributing information about 590 cases. At post-test, 152 general practitioners (84.9%) completed data collection on 497 cases (84.2%). A 4.6% (Adjusted Relative Risk = 1.11, 95% CI = 0.86–1.43) difference in the post-test utilization of anticoagulation between groups was not statistically significant (p = 0.42). Sixty-one percent of patients in both groups received appropriate antithrombotic management according to evidence-based guidelines at post-test (Adjusted Relative Risk = 1.0; 95% CI = 0.85 to 1.19) (p = 0.97). Conclusions Specialist feed-back in addition to an educational session did not increase the uptake of anticoagulation in patients with AF. Trial registration ANZCTRN12611000076976 Retrospectively registered.
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Affiliation(s)
- Melina Gattellari
- Department of Neurology, Institute for Clinical Neurosciences, Neuroscience Research, Royal Prince Alfred Hospital, Missenden Road, Sydney Local Health District, Camperdown (Sydney), New South Wales, 2050, Australia. .,Ingham Institute for Applied Medical Research, 1 Campbell Street, Liverpool, New South Wales, 2170, Australia.
| | - Andrew Hayen
- Faculty of Health, University of Technology Sydney, 15 Broadway, Ultimo, New South Wales, 2007, Australia
| | - Dominic Y C Leung
- South Western Sydney Clinical School UNSW, Liverpool, Australia.,Department of Cardiology, Liverpool Health Service, Sydney South West Local Health District, Clinical Services Building, Elizabeth Street, Liverpool (Sydney), New South Wales, 2170, Australia
| | - Nicholas A Zwar
- Faculty of Health, Sciences and Medicine, Bond University, 14 University Drive, Robina, Queensland, 4226, Australia
| | - John M Worthington
- Department of Neurology, Institute for Clinical Neurosciences, Neuroscience Research, Royal Prince Alfred Hospital, Missenden Road, Sydney Local Health District, Camperdown (Sydney), New South Wales, 2050, Australia.,South Western Sydney Clinical School UNSW, Liverpool, Australia
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18
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Tsabar N, Press Y, Rotman J, Klein B, Grossman Y, Vainshtein-Tal M, Eilat-Tsanani S. Randomized trial results of alerting primary clinicians to severe weight loss among older adults in the Low Indexes of Metabolism Intervention Trial part A. Geriatr Gerontol Int 2020; 20:329-335. [PMID: 32064727 DOI: 10.1111/ggi.13888] [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: 05/14/2019] [Revised: 01/18/2020] [Accepted: 01/23/2020] [Indexed: 11/29/2022]
Abstract
AIM To test whether alerting clinicians to severe weight loss in older patients leads to higher dietitian visit rates, to higher body mass index (BMI) levels and, mainly, to lower annual death risk. METHODS The randomized controlled trial included patients aged ≥75 years, with BMI ≤23 kg/m2 that decreased ≥2 kg/m2 during the previous 2 years. All participants received usual care. Additionally, an email alert was sent only to clinicians of participants assigned to the email alert group. The follow-up period was 12 months. RESULTS Among 706 participants (mean age 83 ± 6 years; mean baseline BMI 20.5 kg/m2 ), the BMI record was updated in 541 (77%) participants, and 123 participants died. Dietitian visits were reported for 22 patients (6%) in the email group (n = 362) and 14 patients (4%) in the control group (n = 344; OR 1.5, 95% CI 0.8-2.9; P = 0.24). Measured BMI were raised by a mean of 0.69 (95% CI 0.43-0.95) kg/m2 versus 0.79 (95% CI 0.48-1.1) kg/m2 (P = 0.63). A total of 77 patients (21%) died in the intervention group versus 47 (14%) in the control group (P = 0.008; number needed to harm = 13; 95% CI 7-43). CONCLUSIONS In this trial, alerting clinical staff to severe weight loss in patients aged ≥75 years was not associated with higher visit rates to a dietitian or change in BMI, but was associated with a significantly higher death rate than usual clinical care. Geriatr Gerontol Int 2020; 20: 329-335.
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Affiliation(s)
- Nir Tsabar
- Clalit Health Services (CHS) Northern District, Nazareth, Israel.,The Azrieli Faculty of Medicine in Galilee, Bar-Ilan University, Safed, Israel
| | - Yan Press
- Department of Family Medicine, Sial Research Center for Family Medicine and Primary Care, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.,Unit for Community Geriatrics, Division of Health in the Community, Ben-Gurion University of the Negev, Beer-Sheva, Israel.,Department of Geriatrics, Soroka Medical Center, Beer-Sheva, Israel
| | - Johanna Rotman
- Educational Programs, CHS Northern District, Nazareth, Israel
| | - Bracha Klein
- Unit for Ambulatory Geriatric Services, CHS Northern District, Nazareth, Israel
| | - Yonatan Grossman
- The Azrieli Faculty of Medicine in Galilee, Bar-Ilan University, Safed, Israel.,Unit for Home Care, CHS Northern District, Nazareth, Israel
| | - Maya Vainshtein-Tal
- Unit for Clinical Nutrition and Dietetics, CHS Northern District, Nazareth, Israel
| | - Sophia Eilat-Tsanani
- The Azrieli Faculty of Medicine in Galilee, Bar-Ilan University, Safed, Israel.,Family Medicine Department, CHS Northern District, Nazareth, Israel
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19
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Wang EY, Hulme OL, Khurshid S, Weng LC, Choi SH, Walkey AJ, Ashburner JM, McManus DD, Singer DE, Atlas SJ, Benjamin EJ, Ellinor PT, Trinquart L, Lubitz SA. Initial Precipitants and Recurrence of Atrial Fibrillation. Circ Arrhythm Electrophysiol 2020; 13:e007716. [PMID: 32078361 DOI: 10.1161/circep.119.007716] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Atrial fibrillation (AF) may occur after an acute precipitant and subsequently resolve. Management guidelines for AF in these settings are unclear as the risk of recurrent AF and related morbidity is poorly understood. We examined the relations between acute precipitants of AF and long-term recurrence of AF in a clinical setting. METHODS From a multi-institutional longitudinal electronic medical record database, we identified patients with newly diagnosed AF between 2000 and 2014. We developed algorithms to identify acute AF precipitants (surgery, sepsis, pneumonia, pneumothorax, respiratory failure, myocardial infarction, thyrotoxicosis, alcohol, pericarditis, pulmonary embolism, and myocarditis). We assessed risks of AF recurrence in individuals with and without a precipitant and the relations between AF recurrence and heart failure, stroke, and mortality. RESULTS Among 10 723 patients with newly diagnosed AF (67.9±9.9 years, 41% women), 19% had an acute AF precipitant, the most common of which were cardiac surgery (22%), pneumonia (20%), and noncardiothoracic surgery (15%). The cumulative incidence of AF recurrence at 5 years was 41% among individuals with a precipitant compared with 52% in those without a precipitant (adjusted hazard ratio [HR], 0.75 [95% CI, 0.69-0.81]; P<0.001). The lowest risk of recurrence among those with precipitants occurred with postoperative AF (5-year incidence 32% in cardiac surgery and 39% in noncardiothoracic surgery). Regardless of the presence of an initial precipitant, recurrent AF was associated with increased adjusted risks of heart failure (hazard ratio, 2.74 [95% CI, 2.39-3.15]; P<0.001), stroke (hazard ratio, 1.57 [95% CI, 1.30-1.90]; P<0.001), and mortality (hazard ratio, 2.96 [95% CI, 2.70-3.24]; P<0.001). CONCLUSIONS AF after an acute precipitant frequently recurs, although the risk of recurrence is lower than among individuals without an acute precipitant. Recurrence is associated with substantial long-term morbidity and mortality. Future studies should address surveillance and management after newly diagnosed AF in the setting of an acute precipitant.
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Affiliation(s)
- Elizabeth Y Wang
- Cardiovascular Research Center (E.Y.W., O.L.H., S.K., L.-C.W., P.T.E.), Cardiac Arrhythmia Service, Massachusetts General Hospital, Boston.,Department of Medicine, Columbia University Medical Center, New York, NY (E.Y.W.)
| | - Olivia L Hulme
- Cardiovascular Research Center (E.Y.W., O.L.H., S.K., L.-C.W., P.T.E.), Cardiac Arrhythmia Service, Massachusetts General Hospital, Boston
| | - Shaan Khurshid
- Cardiovascular Research Center (E.Y.W., O.L.H., S.K., L.-C.W., P.T.E.), Cardiac Arrhythmia Service, Massachusetts General Hospital, Boston.,Division of Cardiology (S.K., S.A.L.), Cardiac Arrhythmia Service, Massachusetts General Hospital, Boston.,Cardiovascular Disease Initiative, The Broad Institute of Harvard and MIT, Cambridge, MA (S.K., L.-C.W., S.H.C., P.T.E., S.A.L.)
| | - Lu-Chen Weng
- Cardiovascular Research Center (E.Y.W., O.L.H., S.K., L.-C.W., P.T.E.), Cardiac Arrhythmia Service, Massachusetts General Hospital, Boston.,Cardiovascular Disease Initiative, The Broad Institute of Harvard and MIT, Cambridge, MA (S.K., L.-C.W., S.H.C., P.T.E., S.A.L.)
| | - Seung Hoan Choi
- Cardiovascular Disease Initiative, The Broad Institute of Harvard and MIT, Cambridge, MA (S.K., L.-C.W., S.H.C., P.T.E., S.A.L.)
| | - Allan J Walkey
- Boston University School of Medicine (A.J.W.), Harvard Medical School, MA
| | - Jeffrey M Ashburner
- Division of General Internal Medicine (J.M.A., D.E.S., S.J.A.), Cardiac Arrhythmia Service, Massachusetts General Hospital, Boston.,Department of Medicine (J.M.A., D.E.S., S.J.A.), Harvard Medical School, MA
| | - David D McManus
- Department of Medicine, University of Massachusetts Medical School, Worcester (D.D.M.)
| | - Daniel E Singer
- Division of General Internal Medicine (J.M.A., D.E.S., S.J.A.), Cardiac Arrhythmia Service, Massachusetts General Hospital, Boston.,Department of Medicine (J.M.A., D.E.S., S.J.A.), Harvard Medical School, MA
| | - Steven J Atlas
- Division of General Internal Medicine (J.M.A., D.E.S., S.J.A.), Cardiac Arrhythmia Service, Massachusetts General Hospital, Boston.,Department of Medicine (J.M.A., D.E.S., S.J.A.), Harvard Medical School, MA
| | - Emelia J Benjamin
- Department of Medicine, Sections of Preventive Medicine and Cardiovascular Medicine (E.J.B.), Harvard Medical School, MA.,Boston University and National Heart, Lung and Blood Institute's Framingham Heart Study (E.J.B.), Boston University School of Public Health, MA.,Department of Epidemiology (E.J.B.), Boston University School of Public Health, MA
| | - Patrick T Ellinor
- Cardiovascular Research Center (E.Y.W., O.L.H., S.K., L.-C.W., P.T.E.), Cardiac Arrhythmia Service, Massachusetts General Hospital, Boston.,Cardiovascular Disease Initiative, The Broad Institute of Harvard and MIT, Cambridge, MA (S.K., L.-C.W., S.H.C., P.T.E., S.A.L.)
| | - Ludovic Trinquart
- Department of Biostatistics (L.T.), Boston University School of Public Health, MA
| | - Steven A Lubitz
- Division of Cardiology (S.K., S.A.L.), Cardiac Arrhythmia Service, Massachusetts General Hospital, Boston.,Cardiovascular Disease Initiative, The Broad Institute of Harvard and MIT, Cambridge, MA (S.K., L.-C.W., S.H.C., P.T.E., S.A.L.)
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20
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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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21
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Kapoor A, Amroze A, Vakil F, Crawford S, Der J, Mathew J, Alper E, Yogaratnam D, Javed S, Elhag R, Lin A, Narayanan S, Bartlett D, Nagy A, Shagoury BK, Fischer MA, Mazor KM, Saczynski JS, Ashburner JM, Lopes R, McManus DD. SUPPORT-AF II: Supporting Use of Anticoagulants Through Provider Profiling of Oral Anticoagulant Therapy for Atrial Fibrillation. Circ Cardiovasc Qual Outcomes 2020; 13:e005871. [DOI: 10.1161/circoutcomes.119.005871] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
Previous provider-directed electronic messaging interventions have not by themselves improved anticoagulation use in patients with atrial fibrillation. Direct engagement with providers using academic detailing coupled with electronic messaging may overcome the limitations of the prior interventions.
Methods and Results:
We randomized outpatient providers affiliated with our health system in a 2.5:1 ratio to our electronic profiling/messaging combined with academic detailing intervention. In the intervention, we emailed providers monthly reports of their anticoagulation percentage relative to peers for atrial fibrillation patients with elevated stroke risk (CHA
2
DS
2
-VASc ≥2). We also sent electronic medical record-based messages shortly before an appointment with an anticoagulation-eligible but untreated atrial fibrillation patient. Providers had the option to send responses with explanations for prescribing decisions. We also offered to meet with intervention providers using an academic detailing approach developed based on knowledge gaps discussed in provider focus groups. To assess feasibility, we tracked provider review of our messages. To assess effectiveness, we measured the change in anticoagulation for patients of intervention providers relative to controls. We identified 85 intervention and 34 control providers taking care of 3591 and 1908 patients, respectively; 33 intervention providers participated in academic detailing. More than 80% of intervention providers read our emails, and 98% of the time a provider reviewed our in-basket messages. Replies to messages identified patient refusal as the most common reason for patients not being on anticoagulation (11.2%). For the group of patients not on anticoagulation at baseline assigned to an intervention versus control provider, the adjusted percent increase in the use of anticoagulation over 6 months was 5.2% versus 7.4%, respectively (
P
=0.21).
Conclusions:
Our electronic messaging and academic detailing intervention was feasible but did not increase anticoagulation use. Patient-directed interventions or provider interventions targeting patients declining anticoagulation may be necessary to raise the rate of anticoagulation.
Clinical Trial Registration
URL:
http://www.clinicaltrials.gov
. Unique identifier: NCT03583008.
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Affiliation(s)
- Alok Kapoor
- University of Massachusetts Memorial Health Care, Worcester (A.K., A.A, E.A., R.E., D.D.M.)
- University of Massachusetts Medical School, Worcester (A.K., S.C., J.M., E.A., S.J., R.E., A.L., S.N., A.N., K.M.M., J.S.S., D.D.M.)
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester (A.K., A.A., K.M.M., D.D.M.)
| | - Azraa Amroze
- University of Massachusetts Memorial Health Care, Worcester (A.K., A.A, E.A., R.E., D.D.M.)
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester (A.K., A.A., K.M.M., D.D.M.)
| | - Fatima Vakil
- Abigail Wexner Research Institute, Nationwide Children’s Hospital, Columbus, OH (F.V.)
| | - Sybil Crawford
- University of Massachusetts Medical School, Worcester (A.K., S.C., J.M., E.A., S.J., R.E., A.L., S.N., A.N., K.M.M., J.S.S., D.D.M.)
| | | | - Jomol Mathew
- University of Massachusetts Medical School, Worcester (A.K., S.C., J.M., E.A., S.J., R.E., A.L., S.N., A.N., K.M.M., J.S.S., D.D.M.)
| | - Eric Alper
- University of Massachusetts Memorial Health Care, Worcester (A.K., A.A, E.A., R.E., D.D.M.)
- University of Massachusetts Medical School, Worcester (A.K., S.C., J.M., E.A., S.J., R.E., A.L., S.N., A.N., K.M.M., J.S.S., D.D.M.)
| | - Dinesh Yogaratnam
- Mass College of Pharmacy and Health Sciences, Worcester, MA (D.Y., D.B.)
| | - Saud Javed
- University of Massachusetts Medical School, Worcester (A.K., S.C., J.M., E.A., S.J., R.E., A.L., S.N., A.N., K.M.M., J.S.S., D.D.M.)
| | - Rasha Elhag
- University of Massachusetts Memorial Health Care, Worcester (A.K., A.A, E.A., R.E., D.D.M.)
- University of Massachusetts Medical School, Worcester (A.K., S.C., J.M., E.A., S.J., R.E., A.L., S.N., A.N., K.M.M., J.S.S., D.D.M.)
| | - Abraham Lin
- University of Massachusetts Medical School, Worcester (A.K., S.C., J.M., E.A., S.J., R.E., A.L., S.N., A.N., K.M.M., J.S.S., D.D.M.)
| | - Siddhartha Narayanan
- University of Massachusetts Medical School, Worcester (A.K., S.C., J.M., E.A., S.J., R.E., A.L., S.N., A.N., K.M.M., J.S.S., D.D.M.)
| | - Donna Bartlett
- Mass College of Pharmacy and Health Sciences, Worcester, MA (D.Y., D.B.)
| | - Ahmed Nagy
- University of Massachusetts Medical School, Worcester (A.K., S.C., J.M., E.A., S.J., R.E., A.L., S.N., A.N., K.M.M., J.S.S., D.D.M.)
| | - Bevin Kathleen Shagoury
- The National Resource Center for Academic Detailing, Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women’s Hospital, Boston, MA (B.K.S., M.A.F.)
| | - Michael A. Fischer
- The National Resource Center for Academic Detailing, Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women’s Hospital, Boston, MA (B.K.S., M.A.F.)
| | - Kathleen M. Mazor
- University of Massachusetts Medical School, Worcester (A.K., S.C., J.M., E.A., S.J., R.E., A.L., S.N., A.N., K.M.M., J.S.S., D.D.M.)
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester (A.K., A.A., K.M.M., D.D.M.)
| | - Jane S. Saczynski
- University of Massachusetts Medical School, Worcester (A.K., S.C., J.M., E.A., S.J., R.E., A.L., S.N., A.N., K.M.M., J.S.S., D.D.M.)
- Northeastern University, Boston, MA (J.D., J.S.S.)
| | - Jeffrey M. Ashburner
- Division of General Internal Medicine, Massachusetts General Hospital, Boston (J.M.A.)
| | - Renato Lopes
- Duke Clinical Research Institute, Durham, NC (R.L.)
| | - David D. McManus
- University of Massachusetts Memorial Health Care, Worcester (A.K., A.A, E.A., R.E., D.D.M.)
- University of Massachusetts Medical School, Worcester (A.K., S.C., J.M., E.A., S.J., R.E., A.L., S.N., A.N., K.M.M., J.S.S., D.D.M.)
- Meyers Primary Care Institute, a joint endeavor of University of Massachusetts Medical School, Reliant Medical Group, and Fallon Health, Worcester (A.K., A.A., K.M.M., D.D.M.)
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22
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Sennesael AL, Krug B, Sneyers B, Spinewine A. Do computerized clinical decision support systems improve the prescribing of oral anticoagulants? A systematic review. Thromb Res 2020; 187:79-87. [PMID: 31972381 DOI: 10.1016/j.thromres.2019.12.023] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 12/13/2019] [Accepted: 12/28/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND Serious adverse drug reactions have been associated with the underuse or the misuse of oral anticoagulant therapy. We systematically reviewed the impact of computerized clinical decision support systems (CDSS) on the prescribing of oral anticoagulants and we described CDSS features associated with success or failure. METHODS We searched Medline, Embase, CENTRAL, CINHAL, and PsycINFO for studies that compared CDSS for the initiation or monitoring of oral anticoagulants with routine care. Two reviewers performed study selection, data collection, and risk-of-bias assessment. Disagreements were resolved with a third reviewer. Potentially important CDSS features, identified from previous literature, were evaluated. RESULTS Sixteen studies were included in our qualitative synthesis. Most trials were performed in primary care (n = 7) or hospitals (n = 6) and included atrial fibrillation (AF) patients (n = 9). Recommendations mainly focused on anticoagulation underuse (n = 11) and warfarin-drug interactions (n = 5). Most CDSS were integrated in electronic records or prescribing and provided support automatically at the time and location of decision-making. Significant improvements in practitioner performance were found in 9 out of 16 studies, while clinical outcomes were poorly reported. CDSS features seemed slightly more common in studies that demonstrated improvement. CONCLUSIONS CDSS might positively impact the use of oral anticoagulants in AF patients at high risk of stroke. The scope of CDSS should now evolve to assist prescribers in selecting the most appropriate and tailored medication. Efforts should nevertheless be made to improve the relevance of notifications and to address implementation outcomes.
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Affiliation(s)
- Anne-Laure Sennesael
- Université catholique de Louvain, Louvain Drug Research Institute, Clinical Pharmacy Research Group, Brussels, Belgium; Université catholique de Louvain, CHU UCL Namur, Department of Pharmacy, Yvoir, Belgium.
| | - Bruno Krug
- Université catholique de Louvain, CHU UCL Namur, Department of Nuclear Medicine, Yvoir, Belgium; Université catholique de Louvain, Institute of Health and Society, Brussels, Belgium
| | - Barbara Sneyers
- Université catholique de Louvain, CHU UCL Namur, Department of Pharmacy, Yvoir, Belgium
| | - Anne Spinewine
- Université catholique de Louvain, Louvain Drug Research Institute, Clinical Pharmacy Research Group, Brussels, Belgium; Université catholique de Louvain, CHU UCL Namur, Department of Pharmacy, Yvoir, Belgium
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23
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Wang SV, Rogers JR, Jin Y, DeiCicchi D, Dejene S, Connors JM, Bates DW, Glynn RJ, Fischer MA. Stepped-wedge randomised trial to evaluate population health intervention designed to increase appropriate anticoagulation in patients with atrial fibrillation. BMJ Qual Saf 2019; 28:835-842. [PMID: 31243156 DOI: 10.1136/bmjqs-2019-009367] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 05/30/2019] [Accepted: 06/04/2019] [Indexed: 11/04/2022]
Abstract
BACKGROUND Clinical guidelines recommend anticoagulation for patients with atrial fibrillation (AF) at high risk of stroke; however, studies report 40% of this population is not anticoagulated. OBJECTIVE To evaluate a population health intervention to increase anticoagulation use in high-risk patients with AF. METHODS We used machine learning algorithms to identify patients with AF from electronic health records at high risk of stroke (CHA2DS2-VASc risk score ≥2), and no anticoagulant prescriptions within 12 months. A clinical pharmacist in the anticoagulation service reviewed charts for algorithm-identified patients to assess appropriateness of initiating an anticoagulant. The pharmacist then contacted primary care providers of potentially undertreated patients and offered assistance with anticoagulation management. We used a stepped-wedge design, evaluating the proportion of potentially undertreated patients with AF started on anticoagulant therapy within 28 days for clinics randomised to intervention versus usual care. RESULTS Of 1727 algorithm-identified high-risk patients with AF in clinics at the time of randomisation to intervention, 432 (25%) lacked evidence of anticoagulant prescriptions in the prior year. After pharmacist review, only 17% (75 of 432) of algorithm-identified patients were considered potentially undertreated at the time their clinic was randomised to intervention. Over a third (155 of 432) were excluded because they had a single prior AF episode (transient or provoked by serious illness); 36 (8%) had documented refusal of anticoagulation, the remainder had other reasons for exclusion. The intervention did not increase new anticoagulant prescriptions (intervention: 4.1% vs usual care: 4.0%, p=0.86). CONCLUSIONS Algorithms to identify underuse of anticoagulation among patients with AF in healthcare databases may not capture clinical subtleties or patient preferences and may overestimate the extent of undertreatment. Changing clinician behaviour remains challenging.
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Affiliation(s)
- Shirley V Wang
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - James R Rogers
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Yinzhu Jin
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - David DeiCicchi
- Anticoagulation Services, Brigham and Women's Hospital, Boston, MA, USA
| | - Sara Dejene
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Jean M Connors
- Anticoagulation Services, Brigham and Women's Hospital, Boston, MA, USA
| | - David W Bates
- Division of General Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Robert J Glynn
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Michael A Fischer
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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24
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Mastoris I, Mathioudakis AG. Capsule Commentary on Ashburner et al., Electronic Physician Notifications to Improve Guideline-Based Anticoagulation in Atrial Fibrillation: a Randomized Controlled Trial. J Gen Intern Med 2018; 33:2190. [PMID: 30334180 PMCID: PMC6258599 DOI: 10.1007/s11606-018-4678-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Affiliation(s)
- Ioannis Mastoris
- Division of Cardiovascular Diseases, University of Kansas Medical Center, The University of Kansas Health System, Kansas City, KS, USA.
| | - Alexander G Mathioudakis
- Division of Infection, Immunity and Respiratory Medicine, The University of Manchester, Manchester, UK
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