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24.04.2024 | Original Research

Development and Application of an Attribute-Based Taxonomy on the Benefits of Oral Anticoagulant Switching in Atrial Fibrillation: A Delphi Study

verfasst von: Adenike R. Adelakun, Mary A. De Vera, Kim McGrail, Ricky D. Turgeon, Arden R. Barry, Jason G. Andrade, Jenny MacGillivray, Marc W. Deyell, Leanne Kwan, Doson Chua, Elaine Lum, Reginald Smith, Peter Loewen

Erschienen in: Advances in Therapy

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Abstract

Introduction

Patients with atrial fibrillation (AF) often switch between oral anticoagulants (OACs). It can be hard to know why a patient has switched outside of a clinical setting. Medication attribute comparisons can suggest benefits. Consensus on terms and definitions is required for inferring OAC switch benefits. The objectives of the study were to generate consensus on a taxonomy of the potential benefits of OAC switching in patients with AF and apply the taxonomy to real-world data.

Methods

Nine expert clinicians (seven clinical pharmacists, two cardiologists) with at least 3 years of clinical and research experience in AF participated in a Delphi process. The experts rated and commented on a proposed taxonomy on the potential benefits of OAC switching. After each Delphi round, ratings were analyzed with the RAND Corporation/University of California, Los Angeles (RAND/UCLA) appropriateness method. Median ratings, disagreement index, and comments were used to modify the taxonomy. The resulting taxonomy from the Delphi process was applied to a cohort of patients with AF who switched OACs in a population-based administrative health dataset from 1996 to 2019 in British Columbia, Canada.

Results

The taxonomy was finalized in two Delphi rounds, reaching consensus on five switch benefit categories: safety, effectiveness, convenience, economic considerations, and drug interactions. Safety benefit (a switch that could lower the risk of adverse drug events) had three subcategories: major bleeding, intracranial hemorrhage (ICH), and gastrointestinal (GI) bleeding. Effectiveness benefit had four subcategories: stroke and systemic embolism (SSE), ischemic stroke, myocardial infarction (MI), and all-cause mortality. Real-world OAC switches revealed that more OAC switches had convenience (72.6%) and drug interaction (63.0%) benefits compared to effectiveness (SSE 22.0%, ischemic stroke 11.1%, MI 3.1%, all-cause mortality 10.1%), safety (major bleeding 24.3%, GI bleeding 10.6%, ICH 48.5%), and economic benefits (12.1%).

Conclusions

The Delphi-based taxonomy identified five criteria for the beneficial effects of OAC switching, aiding in characterizing real-world OAC switching.
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Literatur
1.
Zurück zum Zitat Durand M, Schnitzer ME, Pang M, et al. Comparative effectiveness and safety of direct oral anticoagulants versus vitamin K antagonists in nonvalvular atrial fibrillation: a Canadian multicentre observational cohort study. CMAJ Open. 2020;8(4):E877–86.CrossRefPubMedPubMedCentral Durand M, Schnitzer ME, Pang M, et al. Comparative effectiveness and safety of direct oral anticoagulants versus vitamin K antagonists in nonvalvular atrial fibrillation: a Canadian multicentre observational cohort study. CMAJ Open. 2020;8(4):E877–86.CrossRefPubMedPubMedCentral
2.
Zurück zum Zitat Hohnloser SH, Basic E, Nabauer M. Changes in oral anticoagulation therapy over one year in 51,000 atrial fibrillation patients at risk for stroke: a practice-derived study. Thromb Haemost. 2019;119(6):882–93.CrossRefPubMed Hohnloser SH, Basic E, Nabauer M. Changes in oral anticoagulation therapy over one year in 51,000 atrial fibrillation patients at risk for stroke: a practice-derived study. Thromb Haemost. 2019;119(6):882–93.CrossRefPubMed
3.
Zurück zum Zitat Manzoor BS, Walton SM, Sharp LK, Galanter WL, Lee TA, Nutescu EA. High number of newly initiated direct oral anticoagulant users switch to alternate anticoagulant therapy. J Thromb Thrombolysis. 2017;44(4):435–41.CrossRefPubMed Manzoor BS, Walton SM, Sharp LK, Galanter WL, Lee TA, Nutescu EA. High number of newly initiated direct oral anticoagulant users switch to alternate anticoagulant therapy. J Thromb Thrombolysis. 2017;44(4):435–41.CrossRefPubMed
4.
Zurück zum Zitat Raschi E, Bianchin M, Ageno W, De Ponti R, De Ponti F. Risk-benefit profile of direct-acting oral anticoagulants in established therapeutic indications: an overview of systematic reviews and observational studies. Drug Saf. 2016;39(12):1175–87.CrossRefPubMedPubMedCentral Raschi E, Bianchin M, Ageno W, De Ponti R, De Ponti F. Risk-benefit profile of direct-acting oral anticoagulants in established therapeutic indications: an overview of systematic reviews and observational studies. Drug Saf. 2016;39(12):1175–87.CrossRefPubMedPubMedCentral
5.
Zurück zum Zitat Wong SL, Marshall LZ, Lawson KA. Direct oral anticoagulant prescription trends, switching patterns, and adherence in Texas Medicaid. Am J Manag Care. 2018;24(8 Spec No.):SP309–SP14. Wong SL, Marshall LZ, Lawson KA. Direct oral anticoagulant prescription trends, switching patterns, and adherence in Texas Medicaid. Am J Manag Care. 2018;24(8 Spec No.):SP309–SP14.
6.
Zurück zum Zitat Andrade JG, Krahn AD, Skanes AC, Purdham D, Ciaccia A, Connors S. Values and preferences of physicians and patients with nonvalvular atrial fibrillation who receive oral anticoagulation therapy for stroke prevention. Can J Cardiol. 2016;32(6):747–53.CrossRefPubMed Andrade JG, Krahn AD, Skanes AC, Purdham D, Ciaccia A, Connors S. Values and preferences of physicians and patients with nonvalvular atrial fibrillation who receive oral anticoagulation therapy for stroke prevention. Can J Cardiol. 2016;32(6):747–53.CrossRefPubMed
8.
Zurück zum Zitat Salmasi S, Kapanen AI, Kwan L, Andrade JG, De Vera MA, Loewen P. Atrial fibrillation patients’ experiences and perspectives of anticoagulation therapy changes. Res Soc Adm Pharm. 2020;16(10):1409–15.CrossRef Salmasi S, Kapanen AI, Kwan L, Andrade JG, De Vera MA, Loewen P. Atrial fibrillation patients’ experiences and perspectives of anticoagulation therapy changes. Res Soc Adm Pharm. 2020;16(10):1409–15.CrossRef
9.
Zurück zum Zitat Kundisch D, Muntermann J, Oberländer AM, et al. An update for taxonomy designers. Bus Inf Sys Eng. 2022;64:421–39. Kundisch D, Muntermann J, Oberländer AM, et al. An update for taxonomy designers. Bus Inf Sys Eng. 2022;64:421–39.
10.
Zurück zum Zitat Porcino A, Macdougall C. The integrated taxonomy of health care: classifying both complementary and biomedical practices using a uniform classification protocol. Int J Ther Massage Bodyw. 2009;2(3):18–30. Porcino A, Macdougall C. The integrated taxonomy of health care: classifying both complementary and biomedical practices using a uniform classification protocol. Int J Ther Massage Bodyw. 2009;2(3):18–30.
11.
Zurück zum Zitat Jünger S, Payne SA, Brine J, Radbruch L, Brearley SG. Guidance on Conducting and REporting DElphi Studies (CREDES) in palliative care: recommendations based on a methodological systematic review. Palliat Med. 2017;31(8):684–706.CrossRefPubMed Jünger S, Payne SA, Brine J, Radbruch L, Brearley SG. Guidance on Conducting and REporting DElphi Studies (CREDES) in palliative care: recommendations based on a methodological systematic review. Palliat Med. 2017;31(8):684–706.CrossRefPubMed
12.
Zurück zum Zitat Dodd S, Clarke M, Becker L, Mavergames C, Fish R, Williamson PR. A taxonomy has been developed for outcomes in medical research to help improve knowledge discovery. J Clin Epidemiol. 2018;96:84–92.CrossRefPubMedPubMedCentral Dodd S, Clarke M, Becker L, Mavergames C, Fish R, Williamson PR. A taxonomy has been developed for outcomes in medical research to help improve knowledge discovery. J Clin Epidemiol. 2018;96:84–92.CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Krau SD. Creating educational objectives for patient education using the new Bloom’s Taxonomy. Nurs Clin N Am. 2011;46(3):299–312, vi.CrossRef Krau SD. Creating educational objectives for patient education using the new Bloom’s Taxonomy. Nurs Clin N Am. 2011;46(3):299–312, vi.CrossRef
14.
Zurück zum Zitat Dalkey N, Helmer O. An experimental application of the Delphi method to the use of experts. Manage Sci. 1963;9(3):458–67.CrossRef Dalkey N, Helmer O. An experimental application of the Delphi method to the use of experts. Manage Sci. 1963;9(3):458–67.CrossRef
15.
Zurück zum Zitat Boulkedid R, Abdoul H, Loustau M, Sibony O, Alberti C. Using and reporting the Delphi method for selecting healthcare quality indicators: a systematic review. PLoS ONE. 2011;6(6):e20476.CrossRefPubMedPubMedCentral Boulkedid R, Abdoul H, Loustau M, Sibony O, Alberti C. Using and reporting the Delphi method for selecting healthcare quality indicators: a systematic review. PLoS ONE. 2011;6(6):e20476.CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Sinha IP, Smyth RL, Williamson PR. Using the Delphi technique to determine which outcomes to measure in clinical trials: recommendations for the future based on a systematic review of existing studies. PLoS Med. 2011;8(1):e1000393.CrossRefPubMedPubMedCentral Sinha IP, Smyth RL, Williamson PR. Using the Delphi technique to determine which outcomes to measure in clinical trials: recommendations for the future based on a systematic review of existing studies. PLoS Med. 2011;8(1):e1000393.CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat Hanson CL, Oliver EJ, Dodd-Reynolds CJ, Pearsons A, Kelly P. A modified Delphi study to gain consensus for a taxonomy to report and classify physical activity referral schemes (PARS). Int J Behav Nutr Phys Act. 2020;17(1):158.CrossRefPubMedPubMedCentral Hanson CL, Oliver EJ, Dodd-Reynolds CJ, Pearsons A, Kelly P. A modified Delphi study to gain consensus for a taxonomy to report and classify physical activity referral schemes (PARS). Int J Behav Nutr Phys Act. 2020;17(1):158.CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Valentijn PP, Boesveld IC, van der Klauw DM, et al. Towards a taxonomy for integrated care: a mixed-methods study. Int J Integr Care. 2015;15:e003.CrossRefPubMedPubMedCentral Valentijn PP, Boesveld IC, van der Klauw DM, et al. Towards a taxonomy for integrated care: a mixed-methods study. Int J Integr Care. 2015;15:e003.CrossRefPubMedPubMedCentral
19.
Zurück zum Zitat Valentijn PP, Vrijhoef HJM, Ruwaard D, Boesveld I, Arends RY, Bruijnzeels MA. Towards an international taxonomy of integrated primary care: a Delphi consensus approach. BMC Fam Pract. 2015;16(1):64.CrossRefPubMedPubMedCentral Valentijn PP, Vrijhoef HJM, Ruwaard D, Boesveld I, Arends RY, Bruijnzeels MA. Towards an international taxonomy of integrated primary care: a Delphi consensus approach. BMC Fam Pract. 2015;16(1):64.CrossRefPubMedPubMedCentral
20.
Zurück zum Zitat Garrett B, Caulfield T, Murdoch B, et al. A taxonomy of risk-associated alternative health practices: a Delphi study. Health Soc Care Community. 2022;30(3):1163–81.CrossRefPubMed Garrett B, Caulfield T, Murdoch B, et al. A taxonomy of risk-associated alternative health practices: a Delphi study. Health Soc Care Community. 2022;30(3):1163–81.CrossRefPubMed
21.
Zurück zum Zitat Fitch K, Bernstein SJ, Aguilar MD, et al. The RAND/UCLA appropriateness method user’s manual. Santa Monica: RAND; 2001. Fitch K, Bernstein SJ, Aguilar MD, et al. The RAND/UCLA appropriateness method user’s manual. Santa Monica: RAND; 2001.
22.
Zurück zum Zitat Cohen L, Manion L, Morrison K. Research methods in education. London: Routledge; 2011. p. 758. Cohen L, Manion L, Morrison K. Research methods in education. London: Routledge; 2011. p. 758.
23.
Zurück zum Zitat Clayton MJ. Delphi: a technique to harness expert opinion for critical decision-making tasks in education. Educ Psychol. 1997;17(4):373–86.CrossRef Clayton MJ. Delphi: a technique to harness expert opinion for critical decision-making tasks in education. Educ Psychol. 1997;17(4):373–86.CrossRef
24.
Zurück zum Zitat Okoli C, Pawlowski SD. The Delphi method as a research tool: an example, design considerations and applications. Inf Manag. 2004;42(1):15–29.CrossRef Okoli C, Pawlowski SD. The Delphi method as a research tool: an example, design considerations and applications. Inf Manag. 2004;42(1):15–29.CrossRef
25.
Zurück zum Zitat Slade SC, Dionne CE, Underwood M, Buchbinder R. Standardised method for reporting exercise programmes: protocol for a modified Delphi study. BMJ Open. 2014;4(12): e006682.CrossRefPubMedPubMedCentral Slade SC, Dionne CE, Underwood M, Buchbinder R. Standardised method for reporting exercise programmes: protocol for a modified Delphi study. BMJ Open. 2014;4(12): e006682.CrossRefPubMedPubMedCentral
26.
27.
Zurück zum Zitat López-López JA, Sterne JAC, Thom HHZ, et al. Oral anticoagulants for prevention of stroke in atrial fibrillation: systematic review, network meta-analysis, and cost effectiveness analysis. BMJ. 2017;359:j5058.CrossRef López-López JA, Sterne JAC, Thom HHZ, et al. Oral anticoagulants for prevention of stroke in atrial fibrillation: systematic review, network meta-analysis, and cost effectiveness analysis. BMJ. 2017;359:j5058.CrossRef
28.
Zurück zum Zitat British Columbia Ministry of Health [creator] (2019). Medical Services Plan (MSP) Payment Information File. V2. Population Data BC [publisher]. Data Extract. MOH (2020). http://www.popdata.bc.ca/data. Accessed 3 June 2022. British Columbia Ministry of Health [creator] (2019). Medical Services Plan (MSP) Payment Information File. V2. Population Data BC [publisher]. Data Extract. MOH (2020). http://​www.​popdata.​bc.​ca/​data. Accessed 3 June 2022.
29.
Zurück zum Zitat British Columbia Ministry of Health [creator] (2020). Consolidation File (MSP Registration & Premium Billing). V2. Population Data BC [publisher]. Data Extract. MOH(2020). http://www.popdata.bc.ca/data. Accessed 3 June 2022. British Columbia Ministry of Health [creator] (2020). Consolidation File (MSP Registration & Premium Billing). V2. Population Data BC [publisher]. Data Extract. MOH(2020). http://​www.​popdata.​bc.​ca/​data. Accessed 3 June 2022.
30.
Zurück zum Zitat Canadian Institute for Health Information [creator] (2019). Discharge Abstract Database (Hospital Separations). V2. Population Data BC [publisher]. Data Extract. MOH(2020). http://www.popdata.bc.ca/data. Accessed 3 June 2022. Canadian Institute for Health Information [creator] (2019). Discharge Abstract Database (Hospital Separations). V2. Population Data BC [publisher]. Data Extract. MOH(2020). http://​www.​popdata.​bc.​ca/​data. Accessed 3 June 2022.
32.
34.
Zurück zum Zitat Ark TK, Kesselring S, Hills B, McGrail K. Population data BC: supporting population data science in British Columbia. Int J Popul Data Sci. 2020;4(2):1133. Ark TK, Kesselring S, Hills B, McGrail K. Population data BC: supporting population data science in British Columbia. Int J Popul Data Sci. 2020;4(2):1133.
35.
Zurück zum Zitat Salmasi S, De Vera MA, Safari A, et al. Longitudinal oral anticoagulant adherence trajectories in patients with atrial fibrillation. J Am Coll Cardiol. 2021;78(24):2395–404.CrossRefPubMed Salmasi S, De Vera MA, Safari A, et al. Longitudinal oral anticoagulant adherence trajectories in patients with atrial fibrillation. J Am Coll Cardiol. 2021;78(24):2395–404.CrossRefPubMed
36.
Zurück zum Zitat Chopra V, Flanders SA, Saint S, et al. The Michigan appropriateness guide for intravenous catheters (MAGIC): results from a multispecialty panel using the RAND/UCLA appropriateness method. Ann Intern Med. 2015;163(6 Suppl):S1–40.CrossRefPubMed Chopra V, Flanders SA, Saint S, et al. The Michigan appropriateness guide for intravenous catheters (MAGIC): results from a multispecialty panel using the RAND/UCLA appropriateness method. Ann Intern Med. 2015;163(6 Suppl):S1–40.CrossRefPubMed
37.
Zurück zum Zitat Sanders DB, Wolfe GI, Narayanaswami P. Developing treatment guidelines for myasthenia gravis. Ann N Y Acad Sci. 2018;1412(1):95–101.CrossRefPubMed Sanders DB, Wolfe GI, Narayanaswami P. Developing treatment guidelines for myasthenia gravis. Ann N Y Acad Sci. 2018;1412(1):95–101.CrossRefPubMed
38.
Zurück zum Zitat Byrne M, O’Malley L, Glenny AM, Campbell S, Tickle M. A RAND/UCLA appropriateness method study to identify the dimensions of quality in primary dental care and quality measurement indicators. Br Dent J. 2020;228(2):83–8.CrossRefPubMed Byrne M, O’Malley L, Glenny AM, Campbell S, Tickle M. A RAND/UCLA appropriateness method study to identify the dimensions of quality in primary dental care and quality measurement indicators. Br Dent J. 2020;228(2):83–8.CrossRefPubMed
39.
Zurück zum Zitat Bennett S, Tinmouth A, McIsaac DI, et al. Ottawa criteria for appropriate transfusions in hepatectomy: using the RAND/UCLA appropriateness method. Ann Surg. 2018;267(4):766–74.CrossRefPubMed Bennett S, Tinmouth A, McIsaac DI, et al. Ottawa criteria for appropriate transfusions in hepatectomy: using the RAND/UCLA appropriateness method. Ann Surg. 2018;267(4):766–74.CrossRefPubMed
40.
Zurück zum Zitat Verdugo RM, Arevalo ALV, De Sotomayor MA, Robustillo Cortes ML. Development of a taxonomy for pharmaceutical interventions in HIV+ patients based on the CMO model. Farm Hosp. 2016;40(n06):544–68. Verdugo RM, Arevalo ALV, De Sotomayor MA, Robustillo Cortes ML. Development of a taxonomy for pharmaceutical interventions in HIV+ patients based on the CMO model. Farm Hosp. 2016;40(n06):544–68.
41.
Zurück zum Zitat Strum RP, Tavares W, Worster A, Griffith LE, Rahim A, Costa AP. Development of the PriCARE classification for potentially preventable emergency department visits by ambulance: a RAND/UCLA modified Delphi study protocol. BMJ Open. 2021;11(1):e045351.CrossRefPubMed Strum RP, Tavares W, Worster A, Griffith LE, Rahim A, Costa AP. Development of the PriCARE classification for potentially preventable emergency department visits by ambulance: a RAND/UCLA modified Delphi study protocol. BMJ Open. 2021;11(1):e045351.CrossRefPubMed
42.
Zurück zum Zitat Kefale AT, Peterson GM, Bezabhe WM, Bereznicki LR. Switching of oral anticoagulants in patients with nonvalvular atrial fibrillation: a narrative review. Br J Clin Pharmacol. 2022;88(2):514–34. Kefale AT, Peterson GM, Bezabhe WM, Bereznicki LR. Switching of oral anticoagulants in patients with nonvalvular atrial fibrillation: a narrative review. Br J Clin Pharmacol. 2022;88(2):514–34.
43.
Zurück zum Zitat Curtis HJ, MacKenna B, Walker AJ, et al. OpenSAFELY: impact of national guidance on switching anticoagulant therapy during COVID-19 pandemic. Open Heart. 2021;8(2):e001784. Curtis HJ, MacKenna B, Walker AJ, et al. OpenSAFELY: impact of national guidance on switching anticoagulant therapy during COVID-19 pandemic. Open Heart. 2021;8(2):e001784.
Metadaten
Titel
Development and Application of an Attribute-Based Taxonomy on the Benefits of Oral Anticoagulant Switching in Atrial Fibrillation: A Delphi Study
verfasst von
Adenike R. Adelakun
Mary A. De Vera
Kim McGrail
Ricky D. Turgeon
Arden R. Barry
Jason G. Andrade
Jenny MacGillivray
Marc W. Deyell
Leanne Kwan
Doson Chua
Elaine Lum
Reginald Smith
Peter Loewen
Publikationsdatum
24.04.2024
Verlag
Springer Healthcare
Erschienen in
Advances in Therapy
Print ISSN: 0741-238X
Elektronische ISSN: 1865-8652
DOI
https://doi.org/10.1007/s12325-024-02859-0

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