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Mohan A, Chen H, Deshmukh AA, Wanat M, Essien EJ, Paranjpe R, Fatima B, Abughosh S. Group-based trajectory modeling to identify adherence patterns for direct oral anticoagulants in Medicare beneficiaries with atrial fibrillation: a real-world study on medication adherence. Int J Clin Pharm 2024; 46:1525-1535. [PMID: 39190225 DOI: 10.1007/s11096-024-01786-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 07/25/2024] [Indexed: 08/28/2024]
Abstract
BACKGROUND Suboptimal adherence to direct oral anticoagulants (DOACs) among atrial fibrillation (AF) patients remains currently a major concern due to the increased risk of cardiac and thromboembolic events. AIM To identify longitudinal distinct trajectories of DOAC adherence and sociodemographic and clinical factors associated with each trajectory. METHOD Patients with AF who were prescribed with DOAC from July 2016-December 2017 were identified among patients enrolled in the Medicare Advantage Plan. Patients were followed up for a year after the index date to calculate the monthly proportion of days covered (PDC). The monthly PDC was incorporated into the logistic group-based trajectory model to evaluate distinct patterns of adherence. A multinomial regression model was carried out to assess various predictors associated with each trajectory. Sub-group analysis was conducted among incident DOAC users. RESULTS Total of 1969 patients with AF, four distinct trajectories of adherence were selected: adherent 36.8%, gaps in adherence 9.3%, gradual decline in adherence 29.7%, and rapid decline in adherence 24.2%. Significant predictors associated with suboptimal adherence trajectories were age (75 years or older), gender (male vs female), low-income subsidy health plan, prevalent users, and presence of comorbidities. Among 933 incident users, three adherence trajectories were identified: adherent trajectory (31.8%), rapid decline in adherence (32.5%), and gradual decline in adherence (35.6%). The significant predictors among incident users were gender (male vs female), low-income subsidy health plan, HAS-BLED score ≥ 2, and presence of coronary artery disease. CONCLUSION Adherence to DOACs was suboptimal among the total population and incident users.
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Affiliation(s)
- Anjana Mohan
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA
| | - Hua Chen
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA
| | - Ashish A Deshmukh
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Matthew Wanat
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA
| | - Ekere James Essien
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA
| | - Rutugandha Paranjpe
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA
| | - Bilqees Fatima
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA
| | - Susan Abughosh
- College of Pharmacy, University of Houston, Health 2, Room 4048, 4349 Martin Luther King Boulevard, Houston, TX, 77204-5047, USA.
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Yoon M, Lee JH, Kim IC, Lee JH, Kim MN, Kim HL, Lee S, Kim IJ, Choi S, Park SJ, Hur T, Hussain M, Lee S, Choi DJ. Smartphone App for Improving Self-Awareness of Adherence to Edoxaban Treatment in Patients With Atrial Fibrillation (ADHERE-App Trial): Randomized Controlled Trial. J Med Internet Res 2024; 26:e65010. [PMID: 39570659 PMCID: PMC11621717 DOI: 10.2196/65010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 09/20/2024] [Accepted: 10/09/2024] [Indexed: 11/22/2024] Open
Abstract
BACKGROUND Adherence to oral anticoagulant therapy is essential to prevent ischemic stroke in patients with atrial fibrillation (AF). OBJECTIVE This study aimed to evaluate whether smartphone app-based interventions improve medication adherence in patients with AF. METHODS This open-label, multicenter randomized controlled trial (ADHERE-App [Self-Awareness of Drug Adherence to Edoxaban Using an Automatic App Feedback System] study) enrolled patients with AF treated with edoxaban for stroke prevention. They were randomly assigned to app-conditioned feedback (intervention; n=248) and conventional treatment (control; n=250) groups. The intervention group received daily alerts via a smartphone app to take edoxaban and measure blood pressure and heart rate at specific times. The control group received only standard, guideline-recommended care. The primary end point was edoxaban adherence, measured by pill count at 3 or 6 months. Medication adherence and the proportion of adequate medication adherence, which was defined as ≥95% of continuous medication adherence, were evaluated. RESULTS Medication adherence at 3 or 6 months was not significantly different between the intervention and control groups (median 98%, IQR 95%-100% vs median 98%, IQR 91%-100% at 3 months, P=.06; median 98%, IQR 94.5%-100% vs median 97.5%, IQR 92.8%-100% at 6 months, P=.15). However, the proportion of adequate medication adherence (≥95%) was significantly higher in the intervention group at both time points (76.8% vs 64.7% at 3 months, P=.01; 73.9% vs 61% at 6 months, P=.007). Among patients aged >65 years, the intervention group showed a higher medication adherence value and a higher proportion of adequate medication adherence (≥95%) at 6 months. CONCLUSIONS There was no difference in edoxaban adherence between the groups. However, the proportion of adequate medication adherence was higher in the intervention group, and the benefit of the smartphone app-based intervention on medication adherence was more pronounced among older patients than among younger patients. Given the low adherence to oral anticoagulants, especially among older adults, using a smartphone app may potentially improve medication adherence. TRIAL REGISTRATION International Clinical Trials Registry Platform KCT0004754; https://cris.nih.go.kr/cris/search/detailSearch.do?seq=28496&search_page=L. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.1136/bmjopen-2021-048777.
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Affiliation(s)
- Minjae Yoon
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Ji Hyun Lee
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - In-Cheol Kim
- Division of Cardiology, Department of Internal Medicine, Keimyung University Dongsan Hospital, Keimyung University School of Medicine, Daegu, Republic of Korea
| | - Ju-Hee Lee
- Division of Cardiology, Department of Internal Medicine, Chungbuk National University Hospital, Chungbuk National University College of Medicine, Cheongju, Republic of Korea
| | - Mi-Na Kim
- Department of Cardiology, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - Hack-Lyoung Kim
- Division of Cardiology, Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Sunki Lee
- Department of Cardiology, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Republic of Korea
| | - In Jai Kim
- Division of Cardiology, Department of Internal Medicine, Bundang CHA Medical Center, CHA University, Seongnam, Republic of Korea
| | - Seonghoon Choi
- Division of Cardiology, Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Republic of Korea
| | - Sung-Ji Park
- Division of Cardiology, Department of Internal Medicine, Heart Vascular Stroke Institute, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Taeho Hur
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
- Department of Computer Science and Engineering, Kyung Hee University, Yongin, Republic of Korea
| | - Musarrat Hussain
- Department of Computer Science, UiT The Arctic University of Norway, Tromsø, Norway
| | - Sungyoung Lee
- Department of Computer Science and Engineering, Kyung Hee University, Yongin, Republic of Korea
| | - Dong-Ju Choi
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
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3
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Xu W, Huang X, Lin Q, Wu T, Guan C, Lv M, Hu W, Dai H, Chen P, Li M, Zhang F, Zhang J. Application of Alfalfa App in the management of oral anticoagulation in patients with atrial fibrillation: a multicenter randomized controlled trial. BMC Med Inform Decis Mak 2024; 24:294. [PMID: 39385171 PMCID: PMC11465833 DOI: 10.1186/s12911-024-02701-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 09/27/2024] [Indexed: 10/11/2024] Open
Abstract
BACKGROUND In recent years, mobile medical technology has made great progress in chronic disease management, but its application in patients with atrial fibrillation (AF) still needs to be clarified. OBJECTIVE This study aims to determine whether the newly developed smartphone app for patients with AF (Alfalfa App) can improve anticoagulation knowledge, drug treatment compliance, and satisfaction of AF patients. METHODS Alfalfa App integrates the functions of patient education, remote consultation, and medication reminder through a simple user interface. From June 2020 to December 2020, patients with AF were recruited in five large tertiary hospitals in China. Patients were randomly divided into the Alfalfa App or routine nursing groups. Patients' knowledge, medication adherence, and satisfaction with anticoagulation were assessed using validated questionnaires at baseline, 1 month, and 3 months. RESULTS In this randomized controlled trial, 113 patients with AF were included, 57 patients were randomly assigned to the Alfalfa App group, and 56 patients were randomly assigned to the routine nursing group. Forty-eight patients in the Alfalfa App group completed a three-month follow-up, and 48 patients in the routine nursing group completed a three-month follow-up. Basic demographic data were comparable between the two groups. The average age of AF patients was 61.65 ± 11.01 years old, and 61.5% of them were male. With time (baseline to 3 months), the knowledge scores of the Alfalfa App group (P<.001) and the routine nursing group (P = .002) were significantly improved, the compliance scores of the routine nursing group(P<.001) and Alfalfa App group(P<.001) significantly improved. Compared with the routine nursing group, patients' knowledge level and medication compliance using the Alfalfa App at 1 month and 3 months were significantly higher (all P < .05). There were significant differences in knowledge and compliance scores between the two groups with time (all P < .05). The satisfaction degree of drug treatment in the Alfalfa App group was significantly better than that in the routine nursing group (all P < .05). CONCLUSIONS Alfalfa App significantly improved the anticoagulation knowledge, drug treatment compliance, and satisfaction of AF patients. In oral anticoagulation management for AF patients, mobile medical technology that integrates the functions of patient education, remote consultation, and medication reminder may be helpful. TRIAL REGISTRATION Registration number, ChiCTR1900024455. Registered on July 12, 2019.
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Affiliation(s)
- Wenlin Xu
- Department of Pharmacy, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, China
| | - Xinhai Huang
- Department of Pharmacy, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, China
| | - Qiwang Lin
- Department of Pharmacy, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, China
| | - Tingting Wu
- Department of Pharmacy, Longgang Distract People's Hospital of Shenzhen & The Third Affiliated Hospital (Provisional) of Chinese University of Hong Kong (Shenzhen), Shenzhen, 518172, China
| | - Chengfu Guan
- Department of Pharmacy, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, China
| | - Meina Lv
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, China
| | - Wei Hu
- Department of Pharmacy, xinyang central Hospital, xinyang Hospital affiliated to zhengzhou University, xinyang, China
| | - Hengfen Dai
- Department of Pharmacy, Affiliated Fuzhou First Hospital of Fujian Medical University, Fuzhou, China
| | - Pei Chen
- Department of Pharmacy, Affiliated Hospital of Jining Medical University, Jining, China
| | - Meijuan Li
- Department of Pharmacy, First Hospital of Shanxi Medical University, Shanxi Taiyuan, 030001, China
| | - Feilong Zhang
- Department of Cardiology, Fujian Medical University Union Hospital, Fuzhou, China
| | - Jinhua Zhang
- Department of Pharmacy, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, China.
- Department of Pharmacy, College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Maternity and Child Health Hospital, Fujian Medical University, #18 Daoshan Road, Fuzhou, 350001, China.
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Borrelli EP, Saad P, Barnes NE, Dumitru D, Lucaci JD. Improving Adherence and Reducing Health Care Costs Through Blister-Packaging: An Economic Model for a Commercially Insured Health Plan. CLINICOECONOMICS AND OUTCOMES RESEARCH 2024; 16:733-745. [PMID: 39376478 PMCID: PMC11457784 DOI: 10.2147/ceor.s480890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Accepted: 09/25/2024] [Indexed: 10/09/2024] Open
Abstract
Purpose To model the potential clinical and economic impact of blister-packaging medications for chronic conditions on medication adherence and healthcare costs in a commercially insured population. Methods A health economic model was developed to evaluate the potential impact of blister-packaging chronic medications for a commercially insured population. The chronic medication classes assessed were renin-angiotensin-system (RAS) antagonists, statins, non-insulin oral antidiabetics, and direct oral anticoagulants (DOACs). The model was designed to reflect the perspective of a hypothetical commercially insured health plan with 100,000 members, over a one-year time horizon. Literature-based or best available epidemiologic references were used to inform the number of patients utilizing each medication class, the impact of blister-packaging on the number of patients who become adherent, as well as the impact of medication adherence in a commercially insured population on healthcare costs for each medication class assessed. Impact on costs was measured in total net healthcare costs, as well as being stratified by medical costs and medication costs. Results Following the blister-packaging intervention, there were an additional 591 patients adherent to RAS antagonists, 1196 patients adherent to statins, 169 patients adherent to oral antidiabetics, and 25 patients adherent to DOACs. While pharmacy costs increased, these costs were more than offset by the reduction in medical costs. Overall, the increase in patients adherent to therapy due to blister-packaging led to a reduction in total healthcare costs of $879,312 for RAS antagonists (-$0.73 per-member per-month (PMPM)), $343,322 for statins (-$0.29 PMPM), $78,917 for oral antidiabetics (-$0.07 PMPM), and $120,793 for DOACs (-$0.10 PMPM). Conclusion Blister-packaging chronic medications in a commercially insured population has the potential to reduce healthcare costs. Future research is needed to confirm these findings in real-world settings and to fully understand the clinical and economic implications of blister-packaging chronic medications.
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Affiliation(s)
- Eric P Borrelli
- Health Economics & Outcomes Research (HEOR), Becton, Dickinson and Company, San Diego, CA, USA
| | - Peter Saad
- Medical Affairs, Becton, Dickinson and Company, Durham, NC, USA
| | - Nathan E Barnes
- Medical Affairs, Becton, Dickinson and Company, Durham, NC, USA
| | - Doina Dumitru
- Medical Affairs, Becton, Dickinson and Company, San Diego, CA, USA
| | - Julia D Lucaci
- Health Economics & Outcomes Research (HEOR), Becton, Dickinson and Company, Franklin Lakes, NJ, USA
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Pan MM, Zhang C, Shen L, Sha JJ, Shen H, Yan YD, Wang J, Wang X, Lin HW, Gu ZC. A novel shared decision-making (SDM) tool for anticoagulation management in atrial fibrillation: protocol for a prospective, cluster randomized controlled trial. Trials 2023; 24:623. [PMID: 37779187 PMCID: PMC10544439 DOI: 10.1186/s13063-023-07667-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 09/21/2023] [Indexed: 10/03/2023] Open
Abstract
BACKGROUND Atrial fibrillation (AF) is a common arrhythmia that requires anticoagulation therapy to prevent stroke. However, there is still a significant under-/over-treatment in stroke prevention for patients with AF. The adherence and the risk of bleeding associated with oral anticoagulation therapy (OACs) are major concerns. Shared decision-making (SDM) is an approach that involves patients and healthcare providers in making decisions about treatment options. This study aims to assess the effectiveness of a novel SDM tool for anticoagulation management in AF. METHODS The study will be a prospective, cluster randomized controlled trial involving 440 patients with AF in 8 community health service centers (clusters) in Shanghai, China. The SDM group will receive anticoagulation management through the novel SDM tool, while the control group will receive standard care. The follow-up period will be at least 2 years. The primary outcome will be any bleeding event, while secondary outcomes include the accordance of stroke prophylaxis for AF according to the current guidelines, time in therapeutic range (TTR), the occurrences of major bleeding and thrombosis events, and patient knowledge, adherence, and satisfaction. DISCUSSION This study will provide evidence of the effectiveness of shared decision-making in improving the appropriateness of OAC use in Chinese AF patients. The findings may inform the development of guidelines and policies for the management of AF and anticoagulation therapy in China and other countries. TRIAL REGISTRATION ChiCTR ChiCTR2200062123. Registered on 23 July 2022.
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Affiliation(s)
- Mang-Mang Pan
- Department of Pharmacy, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Chi Zhang
- Department of Pharmacy, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
- School of Medicine, Tongji University, Shanghai, 200092, China
| | - Long Shen
- Department of Cardiology, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Jing-Jing Sha
- Shanghai Pudong New Area, Jinyang Community Health Service Center, Shanghai, 200136, China
| | - Hui Shen
- Shanghai Pudong New Area, Huamu Community Health Service Center, Shanghai, 201204, China
| | - Yi-Dan Yan
- Department of Pharmacy, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Jia Wang
- Department of Pharmacy, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Xin Wang
- Department of Pharmacy, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Hou-Wen Lin
- Department of Pharmacy, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Zhi-Chun Gu
- Department of Pharmacy, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China.
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Alberts MJ, Zhdanava M, Pilon D, Caron-Lapointe G, Lefebvre P, Bookhart B, Kharat A. Ischemic stroke and systemic embolism among patients with non-valvular atrial fibrillation who abandon oral anticoagulant therapy. Curr Med Res Opin 2023; 39:1279-1286. [PMID: 37589313 DOI: 10.1080/03007995.2023.2247967] [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: 06/12/2023] [Revised: 08/09/2023] [Accepted: 08/10/2023] [Indexed: 08/18/2023]
Abstract
OBJECTIVES To compare the risk of stroke and systemic embolism (SE) among patients with nonvalvular atrial fibrillation (NVAF) who abandoned their first direct oral anticoagulant (DOAC) fill ("abandoners") relative to patients who continued DOACs beyond the first fill ("continuers"). METHODS In this retrospective longitudinal study, adults with NVAF prescribed DOACs were selected from Symphony Health, an ICON plc Company, PatientSource, 1 April 2017 to 31 October 2020. A 90-day landmark period following the first DOAC fill was used to classify patients as abandoners or continuers. Inverse probability of treatment weighting was used to balance baseline characteristics between cohorts. Time to ischemic stroke/SE was described and compared between cohorts using weighted Kaplan-Meier and Cox proportional hazard models from the end of the landmark period until end of clinical activity or data. RESULTS After weighting, 200,398 and 211,352 patients comprised the abandoner and continuer cohorts, respectively. The mean duration of follow-up was 14.9 and 15.7 months, respectively. At 12 months of follow-up, the probability of ischemic stroke/SE was 1.34% in the abandoner cohort and 1.00% in the continuer cohort; the risk of ischemic stroke/SE was 35% higher in the abandoner versus continuer cohort (hazard ratio [95% confidence interval] = 1.35 [1.20, 1.51]; p < 0.0001). CONCLUSIONS Patients with NVAF who abandoned the first DOAC fill had significantly higher risk of ischemic stroke/SE compared to patients who continued therapy beyond the first fill. There is an unmet need for better access to DOACs so that the long-term risk of poor outcomes may be minimized.
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Affiliation(s)
| | | | | | | | | | | | - Akshay Kharat
- Janssen Scientific Affairs, LLC, Titusville, NJ, USA
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7
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Yoon M, Park JJ, Hur T, Hua CH, Shim CY, Yoo BS, Cho HJ, Lee S, Kim HM, Kim JH, Lee S, Choi DJ. The ReInforcement of adherence via self-monitoring app orchestrating biosignals and medication of RivaroXaban in patients with atrial fibrillation and co-morbidities: a study protocol for a randomized controlled trial (RIVOX-AF). Front Cardiovasc Med 2023; 10:1130216. [PMID: 37324622 PMCID: PMC10263056 DOI: 10.3389/fcvm.2023.1130216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 05/05/2023] [Indexed: 06/17/2023] Open
Abstract
Background Because of the short half-life of non-vitamin K antagonist oral anticoagulants (NOACs), consistent drug adherence is crucial to maintain the effect of anticoagulants for stroke prevention in atrial fibrillation (AF). Considering the low adherence to NOACs in practice, we developed a mobile health platform that provides an alert for drug intake, visual confirmation of drug administration, and a list of medication intake history. This study aims to evaluate whether this smartphone app-based intervention will increase drug adherence compared with usual care in patients with AF requiring NOACs in a large population. Methods This prospective, randomized, open-label, multicenter trial (RIVOX-AF study) will include a total of 1,042 patients (521 patients in the intervention group and 521 patients in the control group) from 13 tertiary hospitals in South Korea. Patients with AF aged ≥19 years with one or more comorbidities, including heart failure, myocardial infarction, stable angina, hypertension, or diabetes mellitus, will be included in this study. Participants will be randomly assigned to either the intervention group (MEDI-app) or the conventional treatment group in a 1:1 ratio using a web-based randomization service. The intervention group will use a smartphone app that includes an alarm for drug intake, visual confirmation of drug administration through a camera check, and presentation of a list of medication intake history. The primary endpoint is adherence to rivaroxaban by pill count measurements at 12 and 24 weeks. The key secondary endpoints are clinical composite endpoints, including systemic embolic events, stroke, major bleeding requiring transfusion or hospitalization, or death during the 24 weeks of follow-up. Discussion This randomized controlled trial will investigate the feasibility and efficacy of smartphone apps and mobile health platforms in improving adherence to NOACs. Trial registration The study design has been registered in ClinicalTrial.gov (NCT05557123).
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Affiliation(s)
- Minjae Yoon
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Jin Joo Park
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Taeho Hur
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
| | - Cam-Hao Hua
- Department of Computer Science and Engineering, Kyung Hee University, Yongin, Republic of Korea
| | - Chi Young Shim
- Division of Cardiology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Byung-Su Yoo
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Republic of Korea
| | - Hyun-Jai Cho
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Seonhwa Lee
- Division of Cardiology, Department of Internal Medicine, Cardiovascular Center, Keimyung University Dongsan Hospital, Daegu, Republic of Korea
| | - Hyue Mee Kim
- Division of Cardiology, Department of Internal Medicine, Chung-Ang University Hospital, Seoul, Republic of Korea
| | - Ji-Hyun Kim
- Cardiovascular Center, Dongguk University Ilsan Hospital, Goyang, Republic of Korea
| | - Sungyoung Lee
- Department of Computer Science and Engineering, Kyung Hee University, Yongin, Republic of Korea
| | - Dong-Ju Choi
- Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea
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8
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Bonsu KO, Young SW, Lee T, Nguyen HV, Chitsike RS. Self-reported adherence to direct oral anticoagulants versus warfarin therapy in a specialized thrombosis service-a cross-sectional study of patients in a Canadian Health Region. Eur J Clin Pharmacol 2023; 79:117-125. [PMID: 36399203 DOI: 10.1007/s00228-022-03418-8] [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: 07/14/2022] [Accepted: 11/05/2022] [Indexed: 11/19/2022]
Abstract
PURPOSE Direct oral anticoagulants (DOACs) have a better safety and efficacy profile than warfarin and are currently recommended for stroke prevention in non-valvular atrial fibrillation (AF) and treatment of venous thromboembolism (VTE). Given that DOACs do not require regular laboratory monitoring compared to warfarin, patients' interactions with the health care system is reduced. Adequate adherence to DOACs is important and reported adherence to anticoagulation is unclear in clinical practice. This study aims to assess self-reported adherence to oral anticoagulants in a specialized Adult Outpatient Thrombosis Service (TS). METHODS: This cross-sectional study included patients aged ≥ 18 years who were prescribed an oral anticoagulant and had attended at least one appointment with an Adult Outpatient Thrombosis Service (TS) between October 10, 2017, and May 31, 2019. Adherence to oral anticoagulant therapy was assessed using the 12-item validated Adherence to Refills and Medications Scale (ARMS) score. Logistic regression analyses were used to evaluate association between patient characteristics and medication adherence. Adherence rates in DOACs and warfarin were compared. RESULTS Three hundred and ninety-nine patients completed and returned the survey. Of the 399 who completed the survey, 74% were prescribed DOACs and 26% received warfarin. Most of the patients (89.3%) were ≥ 50 years of age and half (57.3%) were male. About two-thirds (67%) had at least post-secondary education. The duration of anticoagulation use differed between patients on DOAC and warfarin; a greater proportion of those who had used anticoagulants for less than 1 year was on DOACs compared to warfarin (20.9% vs 4.9%, p = 0.001). For patients who had been on anticoagulation for > 5 years, the proportion of warfarin patients was greater than DOAC (57.8% vs 20.5%, p = 0.001). Self-reported adherence to oral anticoagulant therapy using the 12-item ARMS scale for warfarin and DOACs were 87.3% and 90.9%, respectively. Among the warfarin users, patient satisfaction with TS was associated with medication adherence (OR = 0.22; 95% CI: 0.05-0.89). CONCLUSIONS Self-reported medication adherence was similar between warfarin and DOACs. Since suboptimal adherence is associated with poor clinical outcomes and increased costs, various stakeholders should emphasize the importance of medication adherence to oral anticoagulants at each patient encounter.
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Affiliation(s)
- Kwadwo Osei Bonsu
- School of Pharmacy, Memorial University of Newfoundland, 300 Prince Philip Drive, St John's, NL, A1B 3V6, Canada.
| | - Stephanie W Young
- School of Pharmacy, Memorial University of Newfoundland, 300 Prince Philip Drive, St John's, NL, A1B 3V6, Canada.,Pharmacy Program, Eastern Region Health Authority, 300 Prince Philip Drive, St John's, NL, A1B 3V6, Canada
| | - Tiffany Lee
- School of Pharmacy, Memorial University of Newfoundland, 300 Prince Philip Drive, St John's, NL, A1B 3V6, Canada.,Pharmacy Program, Eastern Region Health Authority, 300 Prince Philip Drive, St John's, NL, A1B 3V6, Canada
| | - Hai V Nguyen
- School of Pharmacy, Memorial University of Newfoundland, 300 Prince Philip Drive, St John's, NL, A1B 3V6, Canada
| | - Rufaro S Chitsike
- Division of Hematology, Eastern Region Health Authority, 300 Prince Philip Drive, St John's, NL, A1B 3V6, Canada.,Division of Medicine (Hematology), Memorial University of Newfoundland, 300 Prince Philip Drive, St John's, NL, A1B 3V6, Canada
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9
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Essien UR, Lusk JB, Dusetzina SB. Cost-Sharing Reform for Chronic Disease Treatments as a Strategy to Improve Health Care Equity and Value in the US. JAMA HEALTH FORUM 2022; 3:e224804. [PMID: 36580324 DOI: 10.1001/jamahealthforum.2022.4804] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
This Viewpoint discusses cost-sharing reform for chronic disease treatments as a strategy to improve patient outcomes, promote health equity, and minimize long-term health care expenditures in the US.
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Affiliation(s)
- Utibe R Essien
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.,Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Jay B Lusk
- Duke University School of Medicine, Durham, North Carolina.,Duke University Fuqua School of Business, Durham, North Carolina
| | - Stacie B Dusetzina
- Department of Health Policy, Vanderbilt University School of Medicine, Nashville, Tennessee
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10
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Calabria S, Andreotti F, Ronconi G, Dondi L, Campeggi A, Piccinni C, Pedrini A, Esposito I, Addesi A, Martini N, Maggioni AP. Antiplatelet Therapy during the First Year after Acute Coronary Syndrome in a Contemporary Italian Community of over 5 Million Subjects. J Clin Med 2022; 11:4888. [PMID: 36013127 PMCID: PMC9410031 DOI: 10.3390/jcm11164888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 08/13/2022] [Accepted: 08/17/2022] [Indexed: 11/18/2022] Open
Abstract
Background: Patterns of real-world antiplatelet therapy (APT) are reported to differ from guideline recommendations. This study describes patterns of APT during the year following a hospital diagnosis of acute coronary syndrome (ACS) and possible implications in terms of revascularization rates, rehospitalizations, and costs for the Italian National Health Service. Methods: From >5 million people, patients discharged (=index date) with primary/secondary ACS diagnosis in 2017 were identified by cross-linkage of administrative health data collected by the Ricerca e Salute (ReS) Foundation. Patients were characterized by revascularization rates at index date, APT at one month and one year (with appropriate coverage defined as ≥80% of defined daily doses), and rehospitalizations and healthcare costs during follow-up. Results: From the 2017 ReS database, 7966 (1.46 × 1000 inhabitants) were discharged alive with an ACS diagnosis. Most were >69 years and male. Of these, 83% (6640/7966) received ≥1 recommended antiplatelet agent within one month (treated group): 23% (1870/7966) as single and 60% (4770/7966) as dual APT. Among the 53% undergoing revascularization, 81% received dual APT at one month. Of the 78% with the same APT at one year, 66% showed appropriate coverage. For subjects treated and untreated with APT at one month, one-year rehospitalization rates were 54% and 66%, respectively, and mean per capita costs were EUR 14,316 and EUR 16,552, respectively (hospitalization driving >80% of costs). Conclusions: Among survivors of a hospitalized ACS diagnosis, this analysis shows relatively high APT under-treatment at one month and one year, associated with fewer index revascularization rates, more rehospitalizations, and greater costs. Further initiatives to understand undertreatment and poor adherence should lead to improved health management and savings.
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Affiliation(s)
- Silvia Calabria
- Fondazione Ricerca e Salute (ReS)—Research and Health Foundation, 00187 Roma, Italy
| | - Felicita Andreotti
- Department of Cardiovascular Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Roma, Italy
| | - Giulia Ronconi
- Fondazione Ricerca e Salute (ReS)—Research and Health Foundation, 00187 Roma, Italy
| | - Letizia Dondi
- Fondazione Ricerca e Salute (ReS)—Research and Health Foundation, 00187 Roma, Italy
| | - Alice Campeggi
- Department of Cardiovascular Sciences, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Roma, Italy
| | - Carlo Piccinni
- Fondazione Ricerca e Salute (ReS)—Research and Health Foundation, 00187 Roma, Italy
| | - Antonella Pedrini
- Fondazione Ricerca e Salute (ReS)—Research and Health Foundation, 00187 Roma, Italy
| | | | | | - Nello Martini
- Fondazione Ricerca e Salute (ReS)—Research and Health Foundation, 00187 Roma, Italy
| | - Aldo Pietro Maggioni
- Fondazione Ricerca e Salute (ReS)—Research and Health Foundation, 00187 Roma, Italy
- ANMCO Research Center, Heart Care Foundation, 50121 Firenze, Italy
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11
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Holthuis E, Smits E, Spentzouris G, Beier D, Enders D, Gini R, Bartolini C, Mazzaglia G, Penning-van Beest F, Herings R. Increased Risk of Stroke Due to Non-adherence and Non-persistence with Direct Oral Anticoagulants (DOACs): Real-World Analyses Using a Nested Case-Control Study from The Netherlands, Italy and Germany. Drugs Real World Outcomes 2022; 9:597-607. [PMID: 35790603 DOI: 10.1007/s40801-022-00317-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/29/2022] [Indexed: 10/17/2022] Open
Abstract
BACKGROUND A high degree of adherence to direct oral anticoagulants is essential for reducing the risk of ischaemic stroke and systemic embolism in patients with atrial fibrillation, owing to the rapid decline in anticoagulation activity when doses are omitted (i.e. rebound effect). OBJECTIVE We aimed to assess the relationship between non-adherence and non-persistence with direct oral anticoagulants and the incidence of ischaemic stroke in patients with atrial fibrillation. METHODS A nested case-control study was conducted in the Netherlands, Italy and Germany among patients with atrial fibrillation starting direct oral anticoagulants between the drug approval date and the end of database availability. Patients with an ischaemic stroke during the follow-up were selected as cases and compared with matched controls (matched on age ± 5 years, sex, year of cohort entry date and CHA2DS2-VASc-score at cohort entry date). The cohort entry date was the first dispensing date. Study patients were those aged ≥ 45 years, with ≥ 1 year database history, ≥ 1 year follow-up and at least two direct oral anticoagulant dispensings after the cohort entry date. Adherence and persistence to direct oral anticoagulant treatment were defined as the proportion of days covered ≥ 80% or direct oral anticoagulant continuous use between the cohort entry date and the index date (i.e. date of ischaemic stroke), respectively. RESULTS In The Netherlands, Italy and Germany, 105 cases and 395 controls, 1580 cases and 6248 controls, and 900 cases and 3570 controls were included, respectively. Odds ratios (ORs) for stroke among current users who were non-adherent compared to adherent users were 0.43 (95% confidence interval [CI] 0.09-1.96) in The Netherlands, 1.11 (95% CI 0.98-1.26) in Italy and 1.21 (95% CI 1.01-1.45) in Germany. The risk of stroke was significantly higher among non-persistent users compared with persistent users in all three databases [OR 1.56 (95% CI 1.00-2.44), OR 1.48 (1.32-1.65) and OR 1.91 (95% CI 1.64-2.22), respectively]. In The Netherlands and Germany, the risk of stroke was higher the longer a patient had stopped using direct oral anticoagulants. CONCLUSIONS Both non-adherence (in Germany) and non-persistence increased the risk of stroke, either using a once-daily or twice-daily regime.
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Affiliation(s)
- Emily Holthuis
- PHARMO Institute for Drug Outcomes Research, Van Deventerlaan 30-40, 3528 AE, Utrecht, The Netherlands.
| | - Elisabeth Smits
- PHARMO Institute for Drug Outcomes Research, Van Deventerlaan 30-40, 3528 AE, Utrecht, The Netherlands
| | | | - Dominik Beier
- InGef-Institute for Applied Health Research, Berlin GmbH, Berlin, Germany
| | - Dirk Enders
- InGef-Institute for Applied Health Research, Berlin GmbH, Berlin, Germany
| | - Rosa Gini
- Agenzi Regionali di Sanità della Toscana, Firenze, Italy
| | | | - Giampiero Mazzaglia
- Center for Public Health Research (CESP), University of Milan-Bicocca, Milan, Italy
| | - Fernie Penning-van Beest
- PHARMO Institute for Drug Outcomes Research, Van Deventerlaan 30-40, 3528 AE, Utrecht, The Netherlands
| | - Ron Herings
- PHARMO Institute for Drug Outcomes Research, Van Deventerlaan 30-40, 3528 AE, Utrecht, The Netherlands.,Epidemiology and Data Science, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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12
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Alkhameys S, Barrett R. Impact of the COVID-19 pandemic on England's national prescriptions of oral vitamin K antagonist (VKA) and direct-acting oral anticoagulants (DOACs): an interrupted time series analysis (January 2019-February 2021). Curr Med Res Opin 2022; 38:1081-1092. [PMID: 35582854 DOI: 10.1080/03007995.2022.2078100] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
BACKGROUND Direct-acting oral anticoagulants (DOACs) were developed as an alternative to warfarin to treat and prevent thromboembolism, including stroke prevention in non-valvular atrial fibrillation patients. The COVID-19 pandemic could increase the risk of stroke and/or the risk of bleeding in patients due to nonadherence or sub/supra-optimal dosing. OBJECTIVE To investigate DOAC prescription trends in England's community settings during the complete first wave of COVID-19 pandemic. METHODS Descriptive and interrupted time series (ITS) analyses were conducted to examine the prescription patterns of DOACs (dabigatran, rivaroxaban, apixaban and edoxaban) and warfarin for primary care patients in the English Prescribing Dataset from January 2019 to February 2021, with March 2020 as the cut-off point. RESULTS A 19% increase in mean DOAC's accompanied with 20% warfarin prescriptions decline was observed. ITS modelling showed an increase in DOAC prescription volume in March 2020 (+7 million items, p = 0.008). The pre-existing upward trend in DOAC prescriptions slowed during the period (-427,000 items, p = 0.007). Apixaban was the most frequently used DOAC and had the largest step-change in March 2020 (+5 million items, p = 0.010). The mean monthly combined cost of DOACs and warfarin was higher during the period. DOAC prescription trends were consistent across England's regions. Conclusion: The overall oral anticoagulants use in this period was lower than expected, indicating a medical needs gap, possibly due to adherence issues. The potential clinical and logistical consequences warrant further study to identify contributing factors and mitigate avoidable risks.
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Affiliation(s)
| | - Ravina Barrett
- Senior Lecturer in Pharmacy Practice, School of Applied Sciences, Cockcroft Building, University of Brighton, Brighton, UK
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13
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Senoo K, Miki T, Ohkura T, Iwakoshi H, Nishimura T, Shiraishi H, Teramukai S, Matoba S. A Smartphone App to Improve Oral Anticoagulation Adherence in Patients With Atrial Fibrillation: Prospective Observational Study. JMIR Mhealth Uhealth 2022; 10:e30807. [PMID: 34894626 PMCID: PMC8783280 DOI: 10.2196/30807] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Revised: 11/25/2021] [Accepted: 12/07/2021] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Poor adherence to oral anticoagulation in elderly patients with atrial fibrillation (AF) has been shown to negatively impact health care costs, morbidity, and mortality. Although various methods such as automated reminders, counseling, telephone support, and patient education have been effective in improving medication adherence, the burden on health care providers has been considerable. Recently, an attempt has been made to improve medication adherence without burdening health care providers by using smartphone apps; however, the use of the app for elderly patients with AF is still limited. OBJECTIVE The purpose of this study was to determine whether the newly developed smartphone app for patients with AF (the Smart AF), which integrates education, automatic reminder, and patient engagement strategies with a simple user interface, can improve medication adherence in elderly patients with AF. METHODS Patient enrollment was carried out by obtaining informed consent from patients with AF attending Kyoto Prefectural University of Medicine hospital between May 2019 and September 2020. Follow-up was planned at 1, 3, and 6 months after enrollment, and questionnaire reminders were automatically sent to patient apps at designated follow-up time points. A questionnaire-based survey of medication adherence was performed electronically using the self-reported 8-item Morisky Medication Adherence Scale (MMAS-8) as the survey tool. RESULTS A total of 136 patients with AF were enrolled in this study. During the follow-up period, 112 (82%) patients underwent follow-up at 1 month, 107 (79%) at 3 months, and 96 (71%) at 6 months. The mean age of the enrolled patients was 64.3 years (SD 9.6), and male participants accounted for 79.4% (108/136) of the study population. The mean CHADS2 (congestive heart failure, hypertension, age, diabetes, previous stroke, or transient ischemic attack) score was 1.2, with hypertension being the most common comorbidity. At the time of enrollment, 126 (93%) and 10 (7%) patients were taking direct oral anticoagulants and warfarin, respectively. For medication adherence as measured according to the MMAS-8, MMAS scores at 1 month, 3 months, and 6 months were significantly improved compared with baseline MMAS scores (all P values less than .01). The overall improvement in medication adherence achieved by the 6-month intervention was as follows: 77.8% (14/18) of the patients in the high adherence group (score=8) at baseline remained in the same state, 45.3% (24/53) of the patients in the medium adherence group (score=6 to <8) at baseline moved to the high adherence group, and 72% (18/25) of the patients in the low adherence group (score <6) moved to either the medium or high adherence group. CONCLUSIONS The Smart AF app improved medication adherence among elderly patients with AF. In the realm of medication management, an approach using a mobile health technology that emphasizes education, automatic reminder, and patient engagement may be helpful.
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Affiliation(s)
- Keitaro Senoo
- Department of Cardiac Arrhythmia Research and Innovation, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Tomonori Miki
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Takashi Ohkura
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Hibiki Iwakoshi
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Tetsuro Nishimura
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Hirokazu Shiraishi
- Department of Cardiac Arrhythmia Research and Innovation, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Satoshi Teramukai
- Departments of Biostatistics, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Satoaki Matoba
- Department of Cardiac Arrhythmia Research and Innovation, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
- Department of Cardiovascular Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
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14
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Adherence and Persistence with Once-Daily vs Twice-Daily Direct Oral Anticoagulants Among Patients with Atrial Fibrillation: Real-World Analyses from the Netherlands, Italy and Germany. Drugs Real World Outcomes 2022; 9:199-209. [PMID: 34993898 PMCID: PMC9114199 DOI: 10.1007/s40801-021-00289-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/24/2021] [Indexed: 01/08/2023] Open
Abstract
Background Direct oral anticoagulants are available for patients with atrial fibrillation. Objective This study compared adherence and persistence of once-daily (QD) vs twice-daily (BID) direct oral anticoagulants in patients with atrial fibrillation. Methods A cohort study was conducted in three databases in the Netherlands, Italy and Germany. Patients with AF starting direct oral anticoagulants after drug approval date were included. The index date was the date of first dispensing. Study patients were restricted to those aged ≥ 18 years, ≥ 1 year database history and ≥ 1 year follow-up. Adherence to treatment was defined as the proportion of days covered ≥ 80% between the index date and the date of last dispensing of the index regimen (i.e. exposure period). The proportion of days covered was also determined during the 12-month follow-up. Persistence was defined as continuous use from index to treatment discontinuation. Results In the Netherlands, Italy and Germany, respectively, 6068, 32,260 and 167,445 patients were included. The mean age of the patients was 70, 77 and 74 years, and 31%, 40% and 61% were QD users, all respectively. Among QD/BID users, 93/90%, 88/86% and 77/58%, respectively were adherent during the exposure period. Persistence rates at 1 year in QD/BID users were 60/59%, 13/14% and 46/31%, respectively. Conclusions Adherence to treatment was high. In Germany, adherence was markedly higher in QD users compared with BID users. In Italy and the Netherlands, these differences were marginal. Persistence was low in all countries, but discontinuation was temporary. Only in Germany, persistence was markedly lower in BID users vs QD users. Supplementary Information The online version contains supplementary material available at 10.1007/s40801-021-00289-w.
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15
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Coleman CI, Bunz TJ, Ashton V. Adherence and persistence to rivaroxaban in non-valvular atrial fibrillation patients receiving 30- or 90-day supply prescription fills. Curr Med Res Opin 2022; 38:19-26. [PMID: 34581258 DOI: 10.1080/03007995.2021.1985987] [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] [Indexed: 10/20/2022]
Abstract
BACKGROUND It is unclear whether 90-day supply fills with rivaroxaban result in better adherence and persistence compared to 30-day supply fills. We assessed patients' adherence and persistence to rivaroxaban at 12- and 24-months in nonvalvular atrial fibrillation (NVAF) patients whose rivaroxaban prescriptions were filled every 30- vs. 90-days. METHODS Using the IBM MarketScan Commercial and Medicare Supplemental data sets, we identified adult NVAF patients with ≥12-months of continuous insurance coverage who filled a prescription in May 2018 and their immediate subsequent prescription for rivaroxaban for the same days' supply. We propensity score-matched 30- and 90-day rivaroxaban interval fill patients and compared the percentage with a proportion of days covered (PDC) ≥80%, mean PDC, and percentage persistent to rivaroxaban therapy over 12- and 24-months of follow-up. RESULTS Following propensity score matching, 2237 patients were included in the rivaroxaban 30- and 90-day supply fill cohorts. The proportion of patients with a PDC ≥80% was greater in the 90-day vs. 30-day cohort at both 12-months (odds ratio [OR] = 1.75, 95% confidence interval [CI] = 1.54-1.97) and 24-months (OR = 1.78, 95%CI = 1.58-2.00), as were mean PDC values (absolute difference in mean PDC = 9.4%, 95%CI = 8.2-10.7% at 12-months and 11.2%, 95%CI = 9.5-12.9% higher at 24-months, respectively). Persistence to rivaroxaban was not found to significantly differ between the 30- and 90-day supply cohorts at 12- or 24-months (assuming a 30-day permissible gap); however, greater persistence was observed with 90-day fills at both time points when a 14-day gap was utilized (HR = 1.22, 95%CI = 1.10-1.36 at 12-months and HR = 1.12, 95%CI = 1.02-1.22 at 24-months). CONCLUSIONS Dispensing 90-day supply fills with rivaroxaban appears to increase the proportion of patients achieving acceptable (PDC ≥80%) adherence as well as mean adherence compared to 30-day supply fills. Ninety-day rivaroxaban fills may also result in improved persistence vs. 30-day fills.
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Affiliation(s)
- Craig I Coleman
- Department of Pharmacy Practice, University of Connecticut School of Pharmacy, Storrs, CT, USA
- Evidence-Based Practice Center, Hartford Hospital, Hartford, CT, USA
| | - Thomas J Bunz
- Pharmacoepidemiology Group, New England Health Analytics LLC, Granby, CT, USA
| | - Veronica Ashton
- Real World Value and Evidence, Janssen Scientific Affairs LLC, Titusville, NJ, USA
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16
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Bonsu KO, Young S, Lee T, Nguyen H, Chitsike RS. Adherence to Antithrombotic Therapy for Patients Attending a Multidisciplinary Thrombosis Service in Canada - A Cross-Sectional Survey. Patient Prefer Adherence 2022; 16:1771-1780. [PMID: 35923661 PMCID: PMC9339664 DOI: 10.2147/ppa.s367105] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 06/27/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Poor medication adherence puts patients who require antithrombotic therapy at greater risk of complications. We started a multidisciplinary Adult Outpatient Thrombosis Service in 2017 in a Canadian health authority and were interested in the level of medication adherence in the population attending. AIMS The aim of this study is to assess adherence to antithrombotic medications for patients attending a multidisciplinary Thrombosis Service. METHODS We conducted a cross-sectional survey of outpatients seen at the Thrombosis Service between 2017 and 2019 using the 12-item validated Adherence to Refills and Medications Scale (ARMS) to assess adherence to antithrombotic (anticoagulants and antiplatelet) therapy. Linear regression analysis examined the factors associated with adherence to antithrombotic therapy. RESULTS Of 1058 eligible patients, 53.2% responded to the survey. Seventeen were excluded from the analysis for missing more than 6 responses to the 12 items on the ARMS. About 55% (n = 297) were on direct oral anticoagulants (DOACs), 19% (n = 102) on warfarin, 5.0% (n = 27) on low molecular weight heparin, 3.3% (n = 18) on antiplatelet therapy and 18% (n = 96) were no longer on antithrombotic therapy. Nearly half (47%, n = 253) had taken antithrombotic therapy for 1-5 years while 28% (n = 150) and 25% (n = 137) had taken antithrombotic treatments for <1 and >5 years, respectively. Most patients (87%, n = 475) were ≥50 years and half (51%, n = 277) were male. The mean adherence score was 13.9 (SD±2.2) and 88% (n = 481) of participants were adherent to antithrombotic treatment (ARMS = 12-16). Multivariable linear regression showed that patients with post-graduate education had 0.4% lower adherence to antithrombotic therapy as compared with elementary education (β = 0.0039, p = 0.048). Patients with prior antithrombotic agent use >5 years had 0.5% lower adherence to antithrombotic treatment compared to patients with <1 year (β = 0.0047, p = 0.0244). CONCLUSION Self-reported adherence to antithrombotic therapy was high (88%) within a multidisciplinary Thrombosis Service. Patients with advanced education and prolong duration of antithrombotic therapy were more likely to have lower self-reported adherence to antithrombotic treatment.
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Affiliation(s)
- Kwadwo Osei Bonsu
- School of Pharmacy, Memorial University of Newfoundland and Labrador, St John’s, NL, A1B 3V6, Canada
- Correspondence: Kwadwo Osei Bonsu, School of Pharmacy, Memorial University of Newfoundland and Labrador, 300 Prince Philip Drive, St John’s, NL, A1B 3V6, Canada, Email
| | - Stephanie Young
- School of Pharmacy, Memorial University of Newfoundland and Labrador, St John’s, NL, A1B 3V6, Canada
- Pharmacy Program, Eastern Region Health Authority, St John’s, NL, A1B 3V6, Canada
| | - Tiffany Lee
- School of Pharmacy, Memorial University of Newfoundland and Labrador, St John’s, NL, A1B 3V6, Canada
- Pharmacy Program, Eastern Region Health Authority, St John’s, NL, A1B 3V6, Canada
| | - Hai Nguyen
- School of Pharmacy, Memorial University of Newfoundland and Labrador, St John’s, NL, A1B 3V6, Canada
| | - Rufaro S Chitsike
- Division of Medicine (Hematology), Memorial University of Newfoundland and Labrador, St John’s, NL, A1B 3V6, Canada
- Division of Hematology, Eastern Region Health Authority, St John’s, NL, A1B 3V6, Canada
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Salmasi S, Loewen PS, Tandun R, Andrade JG, De Vera MA. Adherence to oral anticoagulants among patients with atrial fibrillation: a systematic review and meta-analysis of observational studies. BMJ Open 2020; 10:e034778. [PMID: 32273316 PMCID: PMC7245382 DOI: 10.1136/bmjopen-2019-034778] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
INTRODUCTION Medications cannot exert their effect if not taken as prescribed by patients. Our objective was to summarise the observational evidence on adherence to oral anticoagulants (OACs) among patients with atrial fibrillation (AF). METHODS In March 2019, we systematically searched PubMed/Medline, Embase, CINAHL and PsycINFO (from inception) for observational studies measuring adherence, its determinants and impacts in patients with AF. Mean adherence measures and corresponding proportions of adherent patients were pooled using random effects models. Factors shown to be independently associated with adherence were extracted as well as the clinical and economic outcomes of adherence. RESULTS We included 30 studies. Pooled mean adherence scores of over half a million patients with AF 6 months and 1 year after therapy initiation were 77 (95% CI: 74-79) and 74 (68-79) out of 100, respectively. Drug-specific pooled mean adherence score at 6 months and 1 year were as follows: rivaroxaban: 78 (73-84) and 77 (69-86); apixaban: 77 (75-79) and 82 (74-89); dabigatran: 74 (69-79) and 75 (68-82), respectively. There was inadequate information on warfarin for inclusion in meta-analysis.Factors associated with increased adherence included: older age, higher stroke risk, once-daily regimen, history of hypertension, diabetes or stroke, concomitant cardiovascular medications, living in rural areas and being an experienced OAC user. Non-adherent patients were more likely to experience stroke and death, and incurred higher medical costs compared with patients with poor adherence. CONCLUSIONS Our findings show that up to 30% of patients with AF are non-adherent, suggesting an important therapeutic challenge in this patient population.
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Affiliation(s)
- Shahrzad Salmasi
- The University of British Columbia, Collaboration for Outcomes Research and Evaluation (CORE), Vancouver, British Columbia, Canada
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Peter S Loewen
- The University of British Columbia, Collaboration for Outcomes Research and Evaluation (CORE), Vancouver, British Columbia, Canada
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Rachel Tandun
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jason G Andrade
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Medicine, Montreal Heart Institute, Université de Montréal, Montreal, Quebec, Canada
| | - Mary A De Vera
- The University of British Columbia, Collaboration for Outcomes Research and Evaluation (CORE), Vancouver, British Columbia, Canada
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
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18
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Kanorskii SG. [How to maintain an adherence to oral anticoagulant in a patient with atrial fibrillation?]. KARDIOLOGIIA 2019; 59:76-83. [PMID: 31849302 DOI: 10.18087/cardio.2019.11.n724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2019] [Accepted: 07/11/2019] [Indexed: 06/10/2023]
Abstract
Less onerous, compared with warfarin, treatment with direct oral anticoagulants (DOA) can lead to better adherence to treatment of patients with atrial fibrillation (AF). However, in a certain number of patients with AF, who were recommended by DOA, cardioembolic stroke recurs, which is largely due to the patients' failure to comply with medical recommendations. The appointment of DOA as first-line drugs does not guarantee a high adherence of patients with non-valvular AF. For elderly and old patients with AF and numerous comorbidities, the proposal of a simpler pharmacotherapy regimen is especially important. In a number of large modern studies performed in clinical practice, high adherence to rivaroxaban therapy has been established, which may be a result of taking this DOA 1 time per day, its safety and effectiveness.
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Jiang Y, Li F, Li D, Cheng Y, Jia Y, Fu H, Pu X, Hu H, Jiang J, Zeng R. Efficacy and safety of catheter ablation combined with left atrial appendage occlusion for nonvalvular atrial fibrillation: A systematic review and meta-analysis. Pacing Clin Electrophysiol 2019; 43:123-132. [PMID: 31721242 DOI: 10.1111/pace.13845] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 10/31/2019] [Accepted: 11/11/2019] [Indexed: 02/05/2023]
Abstract
Atrial fibrillation (AF) is currently the most prevalent arrhythmia in clinical practice, with stroke being one of its major complications. Combining catheter ablation and percutaneous left atrial appendage occlusion (LAAO) into a "one-stop" intervention could reduce stroke incidence in selected high-risk patients and, at the same time, relieve AF symptoms in a single procedure. This meta-analysis analyzed the efficacy and safety of catheter ablation combined with LAAO for nonvalvular AF. PubMed, EMBASE, and the Cochrane Library were searched from inception to April 2019 to identify relevant citations. Efficacy indexes were procedural success, AF recurrence, stroke/transient ischemic attacks (TIA), and device-related thrombus (DRT). Safety indexes were all-cause death, major hemorrhagic complications, and pericardial effusion/cardiac tamponade. The incidence rate of events (ratio of events to patients) and 95% confidence interval (CI) were calculated as summary results. A forest plot was constructed to present pooled rates. Eighteen studies (two randomized controlled trials and 16 observational studies) were included. The results showed that one-stop intervention has significant efficacy and safety, with procedural success of .98 (95% CI, .97-1.00), AF recurrence of .24 (95% CI, .15-.35), stroke/TIA of .01 (95% CI, .00-.01), DRT of .00 (95% CI, .00-.01), all-cause mortality of .00 (95% CI, .00-.00), cardiac/neurological mortality of .00 (95% CI, .00-.00), major hemorrhagic complications of .01 (95% CI, .00-.02), and pericardial effusion/cardiac tamponade of .01 (95% CI, .00-.01). A single procedure with catheter ablation and LAAO in AF is a feasible strategy with significant efficacy and safety.
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Affiliation(s)
- Ying Jiang
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Fanghui Li
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Dongze Li
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China.,Department of Emergency Medicine, Laboratory of Emergency Medicine, West China Hospital, Sichuan University, Chengdu, People's Republic of China.,Disaster Medical Center, Sichuan University, Chengdu, People's Republic of China
| | - Yisong Cheng
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Yu Jia
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China.,Department of Emergency Medicine, Laboratory of Emergency Medicine, West China Hospital, Sichuan University, Chengdu, People's Republic of China.,Disaster Medical Center, Sichuan University, Chengdu, People's Republic of China
| | - Hua Fu
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Xiaobo Pu
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Hongde Hu
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Jian Jiang
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China
| | - Rui Zeng
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, People's Republic of China
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Kalich BA. Complex management of atrial fibrillation. JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY 2019. [DOI: 10.1002/jac5.1186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Leminen A, Pyykönen M, Tynkkynen J, Tykkyläinen M, Laatikainen T. Modeling patients' time, travel, and monitoring costs in anticoagulation management: societal savings achievable with the shift from warfarin to direct oral anticoagulants. BMC Health Serv Res 2019; 19:901. [PMID: 31775847 PMCID: PMC6882009 DOI: 10.1186/s12913-019-4711-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 11/05/2019] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Anticoagulation therapy is used for atrial fibrillation (AF) patients for reducing the risk of cardioembolic complications such as stroke. The previously recommended anticoagulant, warfarin, has a narrow therapeutic window, and it requires regular laboratory monitoring, unlike direct oral anticoagulants (DOAC). From a societal perspective, it is important to measure time and travel costs associated with warfarin monitoring to better compare the total therapy costs of these two alternative forms of anticoagulation management. In this study we design a georeferenced cost model to investigate societal savings achievable with the shift from warfarin to DOACs in the study region of North Karelia in Eastern Finland. METHODS Individual-level patient data of 6519 AF patients was obtained from the regional patient database. Patients' geocoded home addresses and other GIS data were used to perform a network analysis for the optimal routes for warfarin monitoring visits. These measures of revealed accessibility were then used in the cost model to measure monetary time and travel costs in addition to direct healthcare costs of anticoagulation management. RESULTS The share of time and travel costs in warfarin monitoring is 26.6% of the total therapy costs in our study region. With current drug retail prices in Finland, the societal expense of anticoagulation management is only 2.6% higher with DOACs than in the baseline with warfarin. However, when 25% lower distributor's prices are used, the total societal cost decreases by 13.6% with DOACs. CONCLUSIONS Our results indicate that patients' time and travel costs critically increase the societal cost of warfarin therapy; and despite the higher price of DOACs, they are already cost-efficient alternatives to warfarin in anticoagulation management. In the future, the cost of AF complications should be included in the cost comparison between warfarin and DOACs. Our modeling approach applies to different geographical regions and to different healthcare processes requiring patient monitoring.
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Affiliation(s)
- Aapeli Leminen
- Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, 80101 Joensuu, Finland
| | - Mikko Pyykönen
- Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, 80101 Joensuu, Finland
| | - Juho Tynkkynen
- Faculty of Medicine and Health Technology, Tampere University, Kalevantie 4, 33100 Tampere, Finland
- Department of Radiology, Kanta-Häme Central Hospital, Ahvenistontie 20, 13530 Hämeenlinna, Finland
| | - Markku Tykkyläinen
- Department of Geographical and Historical Studies, University of Eastern Finland, P.O. Box 111, 80101 Joensuu, Finland
| | - Tiina Laatikainen
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
- Joint municipal authority for North Karelia social and health services, Tikkamäentie 16, 80210 Joensuu, Finland
- Department of Public Health Solutions, National Institute for Health and Welfare (THL), P.O. Box 30, 00271 Helsinki, Finland
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Cognitive Impairment Is Independently Associated with Non-Adherence to Antithrombotic Therapy in Older Patients with Atrial Fibrillation. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16152698. [PMID: 31362337 PMCID: PMC6696263 DOI: 10.3390/ijerph16152698] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Revised: 07/24/2019] [Accepted: 07/27/2019] [Indexed: 12/17/2022]
Abstract
Atrial Fibrillation (AF) patients could reduce their risk of stroke by using oral antithrombotic therapy. However, many older people with AF experience cognitive impairment and have limited health literacy, which can lead to non-adherence to antithrombotic treatment. This study aimed to investigate the influence of cognitive impairment and health literacy on non-adherence to antithrombotic therapy. The study performed a secondary analysis of baseline data from a cross-sectional survey of AF patients’ self-care behaviors at a tertiary university hospital in 2018. Data were collected from a total of 277 AF patients aged 65 years and older, through self-reported questionnaires administered by face-to-face interviews. Approximately 50.2% of patients were non-adherent to antithrombotic therapy. Multiple logistic regression analysis revealed that cognitive impairment independently increased the risk of non-adherence to antithrombotic therapy (odds ratio = 2.628, 95% confidence interval = 1.424–4.848) after adjustment for confounding factors. However, health literacy was not associated with non-adherence to antithrombotic therapy. Cognitive impairment is a significant risk factor for poor adherence to antithrombotic therapy. Thus, health professionals should periodically assess both cognitive function after AF diagnosis and adherence to medication in older patients. Further studies are needed to identify the factors that affect cognitive decline and non-adherence among AF patients.
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Rodríguez-Bernal CL, García-Sempere A, Hurtado I, Santa-Ana Y, Peiró S, Sanfélix-Gimeno G. Real-world adherence to oral anticoagulants in atrial fibrillation patients: a study protocol for a systematic review and meta-analysis. BMJ Open 2018; 8:e025102. [PMID: 30573490 PMCID: PMC6303591 DOI: 10.1136/bmjopen-2018-025102] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
INTRODUCTION Atrial fibrillation (AF) is one of the leading causes of cerebrovascular mortality and morbidity. Oral anticoagulants (OACs) have been shown to reduce the incidence of cardioembolic stroke in patients with AF, adherence to treatment being an essential element for their effectiveness. Since the release of the first non-vitamin K antagonist oral anticoagulant, several observational studies have been carried out to estimate OAC adherence in the real world using pharmacy claim databases or AF registers. This systematic review aims to describe secondary adherence to OACs, to compare adherence between OACs and to analyse potential biases in OAC secondary adherence studies using databases. METHODS AND ANALYSIS We searched on PubMed, SCOPUS and Web of Science databases (completed in 26 September 2018) to identify longitudinal observational studies reporting days' supply adherence measures with OAC in patients with AF from refill databases or AF registers. The main study endpoint will be the percentage of patients exceeding the 80% threshold in proportion of days covered or the medication possession ratio. Two reviewers will independently screen potential studies and will extract data in a structured format. A random-effects meta-analysis will be carried out to pool study estimates. The risk of bias will be assessed using the Newcastle-Ottawa Scale for observational studies and we will also assess some study characteristics that could affect days' supply adherence estimates. ETHICS AND DISSEMINATION This systematic review using published aggregated data does not require ethics approval according to Spanish law and international regulations. The final results will be published in a peer-review journal and different social stakeholders, non-academic audiences and patients will be incorporated into the diffusion activities. PROSPERO REGISTRATION NUMBER CRD42018095646.
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Affiliation(s)
- Clara L Rodríguez-Bernal
- Health Services Research Unit, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunidad Valenciana (FISABIO), Valencia, Spain
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Valencia, Spain
| | - Aníbal García-Sempere
- Health Services Research Unit, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunidad Valenciana (FISABIO), Valencia, Spain
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Valencia, Spain
| | - Isabel Hurtado
- Health Services Research Unit, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunidad Valenciana (FISABIO), Valencia, Spain
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Valencia, Spain
| | - Yared Santa-Ana
- Health Services Research Unit, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunidad Valenciana (FISABIO), Valencia, Spain
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Valencia, Spain
| | - Salvador Peiró
- Health Services Research Unit, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunidad Valenciana (FISABIO), Valencia, Spain
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Valencia, Spain
| | - Gabriel Sanfélix-Gimeno
- Health Services Research Unit, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunidad Valenciana (FISABIO), Valencia, Spain
- Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Valencia, Spain
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