Skip to main content
Erschienen in: PharmacoEconomics 11/2014

01.11.2014 | Original Research Article

Preferences for Oral Anticoagulants in Atrial Fibrillation: a Best–Best Discrete Choice Experiment

verfasst von: Peter Ghijben, Emily Lancsar, Silva Zavarsek

Erschienen in: PharmacoEconomics | Ausgabe 11/2014

Einloggen, um Zugang zu erhalten

Abstract

Background

Atrial fibrillation (AF) is recognised as a growing clinical and public health problem in many countries, owing to disability and death from stroke associated with the condition, high hospitalisation costs and an increasing prevalence with ageing populations. Under-treatment with oral anticoagulants has been a significant challenge of treatment, historically related to patient concerns over the safety and convenience of warfarin, which until recently was the only oral anticoagulant available.

Objectives

The aim of this study is to examine: (1) patient preferences for attributes of warfarin and the new oral anticoagulants (dabigatran, rivaroxaban, apixaban) in AF; (2) which attributes are most important; and (3) whether current under-treatment is likely to improve with the new oral anticoagulants.

Methods

This study was conducted in Melbourne, Australia, with members of the general public with or without AF aged ≥40 years, where those without AF proxy for newly-diagnosed patients. Participants completed a computerised best–best discrete choice experiment (and follow-up interview) as if they had AF with a moderate-to-high risk of stroke. Choice data were modelled using mixed rank-ordered logit. Relative value was explored via estimation of marginal rates of substitution with predicted probability analysis used to simulate potential uptake of oral anticoagulants.

Results

Seventy-six participants were recruited and completed the study. Efficacy (stroke risk) was more important than safety (bleed risk, antidote), which were both considerably more important than convenience factors (blood tests, dose frequency, drug or food interactions). Cost was also important. Predicted use of the new oral anticoagulants (and under-treatment of AF) using simulation, given moderate-to-high risk of stroke, is 25 % (52 %), 54 % (29 %) and 70 % (21 %) assuming a market price of AUD$120/month, AUD$30/month (subsidised price) and AUD$30/month with an antidote, respectively.

Conclusions

Based on the study sample and the modelled attributes, the overall profiles of the new oral anticoagulants were preferred to warfarin as their cost decreased. Public subsidisation and the development of antidotes (such as vitamin K for warfarin) for the new oral anticoagulants may have a positive effect on the under-treatment of AF.
Anhänge
Nur mit Berechtigung zugänglich
Fußnoten
1
Altered blood flow through the heart can result in blood clot formation, which can block blood flow to other areas of the body, including the brain causing an ischaemic stroke.
 
2
Under-treatment includes patients going untreated or using aspirin in lieu of oral anticoagulants where oral anticoagulants are recommended.
 
3
The CHADS2 risk index estimates stroke risk in AF patients based on the following risk factors: Congestive heart failure, Hypertension, Age ≥75 years, Diabetes, and prior Stroke, transient ischaemic attach or thromboembolism.
 
4
The HAS-BLED risk index estimates bleed risk in AF patients based on the following risk factors: Hypertension, Abnormal renal or liver function, prior Stroke, prior Bleeding, Labile INRs, Age ≥65 years (“Elderly”), current use of Drugs with elevated bleed risk (including alcohol).
 
5
Results available on request.
 
Literatur
1.
Zurück zum Zitat Wong CX, Brooks AG, Lau DH, Leong DP, Sun MT, Sullivan T, et al. Factors associated with the epidemic of hospitalizations due to atrial fibrillation. Am J Cardiol. 2012;110(10):1496–9.PubMedCrossRef Wong CX, Brooks AG, Lau DH, Leong DP, Sun MT, Sullivan T, et al. Factors associated with the epidemic of hospitalizations due to atrial fibrillation. Am J Cardiol. 2012;110(10):1496–9.PubMedCrossRef
2.
Zurück zum Zitat Wattigney WA, Mensah GA, Croft JB. Increasing trends in hospitalization for atrial fibrillation in the United States, 1985 through 1999: implications for primary prevention. Circulation. 2003;108(6):711–6.PubMedCrossRef Wattigney WA, Mensah GA, Croft JB. Increasing trends in hospitalization for atrial fibrillation in the United States, 1985 through 1999: implications for primary prevention. Circulation. 2003;108(6):711–6.PubMedCrossRef
3.
Zurück zum Zitat Stewart S, Murphy NF, Walker A, McGuire A, McMurray JJV. Cost of an emerging epidemic: an economic analysis of atrial fibrillation in the UK. [Erratum appears in Heart. 2007 Nov; 93(11):1472 Note: Murphy, N [corrected to Murphy, N F]]. Heart. 2004;90(3):286–92.PubMedCrossRefPubMedCentral Stewart S, Murphy NF, Walker A, McGuire A, McMurray JJV. Cost of an emerging epidemic: an economic analysis of atrial fibrillation in the UK. [Erratum appears in Heart. 2007 Nov; 93(11):1472 Note: Murphy, N [corrected to Murphy, N F]]. Heart. 2004;90(3):286–92.PubMedCrossRefPubMedCentral
4.
Zurück zum Zitat Riley AB, Manning WJ. Atrial fibrillation: an epidemic in the elderly. Expert Rev Cardiovasc Ther. 2011;9(8):1081–90.PubMedCrossRef Riley AB, Manning WJ. Atrial fibrillation: an epidemic in the elderly. Expert Rev Cardiovasc Ther. 2011;9(8):1081–90.PubMedCrossRef
5.
Zurück zum Zitat Lip GY, Gibbs CR. Does heart failure confer a hypercoagulable state? Virchow’s triad revisited. J Am Coll Cardiol. 1999;33(5):1424–6.PubMedCrossRef Lip GY, Gibbs CR. Does heart failure confer a hypercoagulable state? Virchow’s triad revisited. J Am Coll Cardiol. 1999;33(5):1424–6.PubMedCrossRef
6.
Zurück zum Zitat Myat A, Ahmad Y, Haldar S, Tantry US, Redwood SR, Gurbel PA, et al. Is bleeding a necessary evil? The inherent risk of antithrombotic pharmacotherapy used for stroke prevention in atrial fibrillation. Expert Rev Cardiovasc Ther. 2013;11(8):1029–49.PubMedCrossRef Myat A, Ahmad Y, Haldar S, Tantry US, Redwood SR, Gurbel PA, et al. Is bleeding a necessary evil? The inherent risk of antithrombotic pharmacotherapy used for stroke prevention in atrial fibrillation. Expert Rev Cardiovasc Ther. 2013;11(8):1029–49.PubMedCrossRef
7.
Zurück zum Zitat Singer DE, Chang Y, Fang MC, Borowsky LH, Pomernacki NK, Udaltsova N, et al. The net clinical benefit of warfarin anticoagulation in atrial fibrillation. Ann Intern Med. 2009;151(5):297–305.PubMedCrossRefPubMedCentral Singer DE, Chang Y, Fang MC, Borowsky LH, Pomernacki NK, Udaltsova N, et al. The net clinical benefit of warfarin anticoagulation in atrial fibrillation. Ann Intern Med. 2009;151(5):297–305.PubMedCrossRefPubMedCentral
8.
Zurück zum Zitat Fang MC, Stafford RS, Ruskin JN, Singer DE. National trends in antiarrhythmic and antithrombotic medication use in atrial fibrillation. Arch Intern Med. 2004;164(1):55–60.PubMedCrossRef Fang MC, Stafford RS, Ruskin JN, Singer DE. National trends in antiarrhythmic and antithrombotic medication use in atrial fibrillation. Arch Intern Med. 2004;164(1):55–60.PubMedCrossRef
9.
Zurück zum Zitat Gage BF, Boechler M, Doggette AL, Fortune G, Flaker GC, Rich MW, et al. Adverse outcomes and predictors of underuse of antithrombotic therapy in medicare beneficiaries with chronic atrial fibrillation. Stroke. 2000;31(4):822–7.PubMedCrossRef Gage BF, Boechler M, Doggette AL, Fortune G, Flaker GC, Rich MW, et al. Adverse outcomes and predictors of underuse of antithrombotic therapy in medicare beneficiaries with chronic atrial fibrillation. Stroke. 2000;31(4):822–7.PubMedCrossRef
10.
Zurück zum Zitat Walker AM, Bennett D. Epidemiology and outcomes in patients with atrial fibrillation in the United States. Heart Rhythm. 2008;5(10):1365–72.PubMedCrossRef Walker AM, Bennett D. Epidemiology and outcomes in patients with atrial fibrillation in the United States. Heart Rhythm. 2008;5(10):1365–72.PubMedCrossRef
11.
Zurück zum Zitat Ogilvie IM, Newton N, Welner SA, Cowell W, Lip GYH. Underuse of oral anticoagulants in atrial fibrillation: a systematic review. Am J Med. 2010;123(7):638.e4–645.e4.CrossRef Ogilvie IM, Newton N, Welner SA, Cowell W, Lip GYH. Underuse of oral anticoagulants in atrial fibrillation: a systematic review. Am J Med. 2010;123(7):638.e4–645.e4.CrossRef
12.
Zurück zum Zitat Connolly SJ, Ezekowitz MD, Yusuf S, Eikelboom J, Oldgren J, Parekh A, et al. Dabigatran versus warfarin in patients with atrial fibrillation. [Erratum appears in N Engl J Med. 2010 Nov 4;363(19):1877]. N Engl J Med. 2009;361(12):1139–51.PubMedCrossRef Connolly SJ, Ezekowitz MD, Yusuf S, Eikelboom J, Oldgren J, Parekh A, et al. Dabigatran versus warfarin in patients with atrial fibrillation. [Erratum appears in N Engl J Med. 2010 Nov 4;363(19):1877]. N Engl J Med. 2009;361(12):1139–51.PubMedCrossRef
13.
Zurück zum Zitat Patel MR, Mahaffey KW, Garg J, Pan G, Singer DE, Hacke W, et al. Rivaroxaban versus warfarin in nonvalvular atrial fibrillation. N Engl J Med. 2011;365(10):883–91.PubMedCrossRef Patel MR, Mahaffey KW, Garg J, Pan G, Singer DE, Hacke W, et al. Rivaroxaban versus warfarin in nonvalvular atrial fibrillation. N Engl J Med. 2011;365(10):883–91.PubMedCrossRef
14.
Zurück zum Zitat Granger CB, Alexander JH, McMurray JJV, Lopes RD, Hylek EM, Hanna M, et al. Apixaban versus warfarin in patients with atrial fibrillation. N Engl J Med. 2011;365(11):981–92.PubMedCrossRef Granger CB, Alexander JH, McMurray JJV, Lopes RD, Hylek EM, Hanna M, et al. Apixaban versus warfarin in patients with atrial fibrillation. N Engl J Med. 2011;365(11):981–92.PubMedCrossRef
15.
Zurück zum Zitat Pengo V, Crippa L, Falanga A, Finazzi G, Marongiu F, Palareti G, et al. Questions and answers on the use of dabigatran and perspectives on the use of other new oral anticoagulants in patients with atrial fibrillation: a consensus document of the Italian Federation of Thrombosis Centers (FCSA). Thromb Haemost. 2011;106(5):868–76.PubMedCrossRef Pengo V, Crippa L, Falanga A, Finazzi G, Marongiu F, Palareti G, et al. Questions and answers on the use of dabigatran and perspectives on the use of other new oral anticoagulants in patients with atrial fibrillation: a consensus document of the Italian Federation of Thrombosis Centers (FCSA). Thromb Haemost. 2011;106(5):868–76.PubMedCrossRef
16.
Zurück zum Zitat Lip GYH, Halperin JL, Tse H-F. The 2010 European Society of Cardiology Guidelines on the management of atrial fibrillation: an evolution or revolution? Chest. 2011;139(4):738–41.PubMedCrossRef Lip GYH, Halperin JL, Tse H-F. The 2010 European Society of Cardiology Guidelines on the management of atrial fibrillation: an evolution or revolution? Chest. 2011;139(4):738–41.PubMedCrossRef
17.
Zurück zum Zitat Mark TL, Swait J. Using stated preference modeling to forecast the effect of medication attributes on prescriptions of alcoholism medications. Value Health. 2003;6(4):474–82.PubMedCrossRef Mark TL, Swait J. Using stated preference modeling to forecast the effect of medication attributes on prescriptions of alcoholism medications. Value Health. 2003;6(4):474–82.PubMedCrossRef
18.
Zurück zum Zitat Gage BF, Cardinalli AB, Albers GW, Owens DK. Cost-effectiveness of warfarin and aspirin for prophylaxis of stroke in patients with nonvalvular atrial fibrillation. JAMA. 1995;274(23):1839–45.PubMedCrossRef Gage BF, Cardinalli AB, Albers GW, Owens DK. Cost-effectiveness of warfarin and aspirin for prophylaxis of stroke in patients with nonvalvular atrial fibrillation. JAMA. 1995;274(23):1839–45.PubMedCrossRef
19.
Zurück zum Zitat Gage BF, Cardinalli AB, Owens DK. Cost-effectiveness of preference-based antithrombotic therapy for patients with nonvalvular atrial fibrillation. Stroke. 1998;29(6):1083–91.PubMedCrossRef Gage BF, Cardinalli AB, Owens DK. Cost-effectiveness of preference-based antithrombotic therapy for patients with nonvalvular atrial fibrillation. Stroke. 1998;29(6):1083–91.PubMedCrossRef
20.
Zurück zum Zitat Protheroe J, Fahey T, Montgomery AA, Peters TJ. The impact of patients’ preferences on the treatment of atrial fibrillation: observational study of patient based decision analysis. BMJ. 2000;320(7246):1380–4.PubMedCrossRefPubMedCentral Protheroe J, Fahey T, Montgomery AA, Peters TJ. The impact of patients’ preferences on the treatment of atrial fibrillation: observational study of patient based decision analysis. BMJ. 2000;320(7246):1380–4.PubMedCrossRefPubMedCentral
21.
Zurück zum Zitat Naglie IG, Detsky AS. Treatment of chronic nonvalvular atrial fibrillation in the elderly: a decision analysis. Med Decis Making. 1992;12(4):239–49.PubMedCrossRef Naglie IG, Detsky AS. Treatment of chronic nonvalvular atrial fibrillation in the elderly: a decision analysis. Med Decis Making. 1992;12(4):239–49.PubMedCrossRef
22.
Zurück zum Zitat Disch DL, Greenberg ML, Holzberger PT, Malenka DJ, Birkmeyer JD. Managing chronic atrial fibrillation: a Markov decision analysis comparing warfarin, quinidine, and low-dose amiodarone. Ann Intern Med. 1994;120(6):449–57.PubMedCrossRef Disch DL, Greenberg ML, Holzberger PT, Malenka DJ, Birkmeyer JD. Managing chronic atrial fibrillation: a Markov decision analysis comparing warfarin, quinidine, and low-dose amiodarone. Ann Intern Med. 1994;120(6):449–57.PubMedCrossRef
23.
Zurück zum Zitat Eckman MH, Falk RH, Pauker SG. Cost-effectiveness of therapies for patients with nonvalvular atrial fibrillation. Arch Intern Med. 1998;158(15):1669–77.PubMedCrossRef Eckman MH, Falk RH, Pauker SG. Cost-effectiveness of therapies for patients with nonvalvular atrial fibrillation. Arch Intern Med. 1998;158(15):1669–77.PubMedCrossRef
24.
Zurück zum Zitat Man-Son-Hing M, Nichol G, Lau A, Laupacis A. Choosing antithrombotic therapy for elderly patients with atrial fibrillation who are at risk for falls. Arch Intern Med. 1999;159(7):677–85.PubMedCrossRef Man-Son-Hing M, Nichol G, Lau A, Laupacis A. Choosing antithrombotic therapy for elderly patients with atrial fibrillation who are at risk for falls. Arch Intern Med. 1999;159(7):677–85.PubMedCrossRef
25.
Zurück zum Zitat Thomson R, Parkin D, Eccles M, Sudlow M, Robinson A. Decision analysis and guidelines for anticoagulant therapy to prevent stroke in patients with atrial fibrillation. [Erratum appears in Lancet 2000 Apr 22;355(9213):1466]. Lancet. 2000;355(9208):956–62.PubMedCrossRef Thomson R, Parkin D, Eccles M, Sudlow M, Robinson A. Decision analysis and guidelines for anticoagulant therapy to prevent stroke in patients with atrial fibrillation. [Erratum appears in Lancet 2000 Apr 22;355(9213):1466]. Lancet. 2000;355(9208):956–62.PubMedCrossRef
26.
Zurück zum Zitat Eckman MH. Patient-centered decision making: a view of the past and a look toward the future. Med Decis Mak. 2001;21(3):241–7.CrossRef Eckman MH. Patient-centered decision making: a view of the past and a look toward the future. Med Decis Mak. 2001;21(3):241–7.CrossRef
27.
Zurück zum Zitat Eckman MH, Levine HJ, Salem DN, Pauker SG. Making decisions about antithrombotic therapy in heart disease: decision analytic and cost-effectiveness issues. Chest. 1998;114(5 Suppl):699S–714S.PubMedCrossRef Eckman MH, Levine HJ, Salem DN, Pauker SG. Making decisions about antithrombotic therapy in heart disease: decision analytic and cost-effectiveness issues. Chest. 1998;114(5 Suppl):699S–714S.PubMedCrossRef
28.
Zurück zum Zitat Johnston JA, Eckman MH. Use of regression modeling to simulate patient-specific decision analysis for patients with nonvalvular atrial fibrillation. Med Decis Mak. 2003;23(5):361–8.CrossRef Johnston JA, Eckman MH. Use of regression modeling to simulate patient-specific decision analysis for patients with nonvalvular atrial fibrillation. Med Decis Mak. 2003;23(5):361–8.CrossRef
29.
Zurück zum Zitat Wess ML, Schauer DP, Johnston JA, Moomaw CJ, Brewer DE, Cook EF, et al. Application of a decision support tool for anticoagulation in patients with non-valvular atrial fibrillation. J Gen Intern Med. 2008;23(4):411–7.PubMedCrossRefPubMedCentral Wess ML, Schauer DP, Johnston JA, Moomaw CJ, Brewer DE, Cook EF, et al. Application of a decision support tool for anticoagulation in patients with non-valvular atrial fibrillation. J Gen Intern Med. 2008;23(4):411–7.PubMedCrossRefPubMedCentral
30.
Zurück zum Zitat Man-Son-Hing M, Laupacis A, O’Connor A, Wells G, Lemelin J, Wood W, et al. Warfarin for atrial fibrillation: the patient’s perspective. Arch Intern Med. 1996;156(16):1841–8.PubMedCrossRef Man-Son-Hing M, Laupacis A, O’Connor A, Wells G, Lemelin J, Wood W, et al. Warfarin for atrial fibrillation: the patient’s perspective. Arch Intern Med. 1996;156(16):1841–8.PubMedCrossRef
31.
Zurück zum Zitat Howitt A, Armstrong D. Implementing evidence based medicine in general practice: audit and qualitative study of antithrombotic treatment for atrial fibrillation. BMJ. 1999;318(7194):1324–7.PubMedCrossRefPubMedCentral Howitt A, Armstrong D. Implementing evidence based medicine in general practice: audit and qualitative study of antithrombotic treatment for atrial fibrillation. BMJ. 1999;318(7194):1324–7.PubMedCrossRefPubMedCentral
32.
Zurück zum Zitat Devereaux PJ, Anderson DR, Gardner MJ, Putnam W, Flowerdew GJ, Brownell BF, et al. Differences between perspectives of physicians and patients on anticoagulation in patients with atrial fibrillation: observational study. BMJ. 2001;323(7323):1218–22.PubMedCrossRefPubMedCentral Devereaux PJ, Anderson DR, Gardner MJ, Putnam W, Flowerdew GJ, Brownell BF, et al. Differences between perspectives of physicians and patients on anticoagulation in patients with atrial fibrillation: observational study. BMJ. 2001;323(7323):1218–22.PubMedCrossRefPubMedCentral
33.
Zurück zum Zitat Alonso-Coello P, Montori VM, Sola I, Schunemann HJ, Devereaux P, Charles C, et al. Values and preferences in oral anticoagulation in patients with atrial fibrillation, physicians’ and patients’ perspectives: protocol for a two-phase study. BMC Health Serv Res. 2008;8:221.PubMedCrossRefPubMedCentral Alonso-Coello P, Montori VM, Sola I, Schunemann HJ, Devereaux P, Charles C, et al. Values and preferences in oral anticoagulation in patients with atrial fibrillation, physicians’ and patients’ perspectives: protocol for a two-phase study. BMC Health Serv Res. 2008;8:221.PubMedCrossRefPubMedCentral
34.
Zurück zum Zitat Lip GYH, Andreotti F, Fauchier L, Huber K, Hylek E, Knight E, et al. Bleeding risk assessment and management in atrial fibrillation patients: a position document from the European Heart Rhythm Association, endorsed by the European Society of Cardiology Working Group on Thrombosis. Europace. 2011;13(5):723–46.PubMedCrossRef Lip GYH, Andreotti F, Fauchier L, Huber K, Hylek E, Knight E, et al. Bleeding risk assessment and management in atrial fibrillation patients: a position document from the European Heart Rhythm Association, endorsed by the European Society of Cardiology Working Group on Thrombosis. Europace. 2011;13(5):723–46.PubMedCrossRef
35.
Zurück zum Zitat Lancsar E, Wildman J, Donaldson C, Ryan M, Baker R. Deriving distributional weights for QALYs through discrete choice experiments. J Health Econ. 2011;30(2):466–78.PubMedCrossRef Lancsar E, Wildman J, Donaldson C, Ryan M, Baker R. Deriving distributional weights for QALYs through discrete choice experiments. J Health Econ. 2011;30(2):466–78.PubMedCrossRef
36.
Zurück zum Zitat Lancsar E, Louviere J, Donaldson C, Currie G, Burgess L. Best worst discrete choice experiments in health: methods and an application. Soc Sci Med. 2013;76(1):74–82.PubMedCrossRef Lancsar E, Louviere J, Donaldson C, Currie G, Burgess L. Best worst discrete choice experiments in health: methods and an application. Soc Sci Med. 2013;76(1):74–82.PubMedCrossRef
37.
Zurück zum Zitat Lancsar E, Louviere J. Conducting discrete choice experiments to inform healthcare decision making: a user’s guide. Pharmacoeconomics. 2008;26(8):661–77.PubMedCrossRef Lancsar E, Louviere J. Conducting discrete choice experiments to inform healthcare decision making: a user’s guide. Pharmacoeconomics. 2008;26(8):661–77.PubMedCrossRef
38.
Zurück zum Zitat de Bekker-Grob EW, Ryan M, Gerard K. Discrete choice experiments in health economics: a review of the literature. Health Econ. 2012;21(2):145–72.PubMedCrossRef de Bekker-Grob EW, Ryan M, Gerard K. Discrete choice experiments in health economics: a review of the literature. Health Econ. 2012;21(2):145–72.PubMedCrossRef
39.
Zurück zum Zitat Sculpher M, Bryan S, Fry P, de Winter P, Payne H, Emberton M. Patients’ preferences for the management of non-metastatic prostate cancer: discrete choice experiment. BMJ. 2004;328(7436):382.PubMedCrossRefPubMedCentral Sculpher M, Bryan S, Fry P, de Winter P, Payne H, Emberton M. Patients’ preferences for the management of non-metastatic prostate cancer: discrete choice experiment. BMJ. 2004;328(7436):382.PubMedCrossRefPubMedCentral
40.
Zurück zum Zitat Bridges JFP, Hauber AB, Marshall D, Lloyd A, Prosser LA, Regier DA, et al. Conjoint analysis applications in health: a checklist: a report of the ISPOR good research practices for conjoint analysis task force. Value Health. 2011;14(4):403–13.PubMedCrossRef Bridges JFP, Hauber AB, Marshall D, Lloyd A, Prosser LA, Regier DA, et al. Conjoint analysis applications in health: a checklist: a report of the ISPOR good research practices for conjoint analysis task force. Value Health. 2011;14(4):403–13.PubMedCrossRef
41.
Zurück zum Zitat Reed Johnson F, Lancsar E, Marshall D, Kilambi V, Mühlbacher A, Regier DA, et al. Constructing experimental designs for discrete-choice experiments: report of the ISPOR conjoint analysis experimental design good research practices task force. Value Health. 2013;16(1):3–13.PubMedCrossRef Reed Johnson F, Lancsar E, Marshall D, Kilambi V, Mühlbacher A, Regier DA, et al. Constructing experimental designs for discrete-choice experiments: report of the ISPOR conjoint analysis experimental design good research practices task force. Value Health. 2013;16(1):3–13.PubMedCrossRef
42.
Zurück zum Zitat Train K. Discrete choice methods with simulation. Cambridge: Cambridge University Press; 2009.CrossRef Train K. Discrete choice methods with simulation. Cambridge: Cambridge University Press; 2009.CrossRef
43.
Zurück zum Zitat Louviere JJ, Street D, Burgess L, Wasi N, Islam T, Marley AAJ. Modeling the choices of individual decision-makers by combining efficient choice experiment designs with extra preference information. J Choice Model. 2008;1(1):128–64.CrossRef Louviere JJ, Street D, Burgess L, Wasi N, Islam T, Marley AAJ. Modeling the choices of individual decision-makers by combining efficient choice experiment designs with extra preference information. J Choice Model. 2008;1(1):128–64.CrossRef
44.
Zurück zum Zitat Wolf PA, D’Agostino RB, Belanger AJ, Kannel WB. Probability of stroke: a risk profile from the Framingham Study. Stroke. 1991;22(3):312–8.PubMedCrossRef Wolf PA, D’Agostino RB, Belanger AJ, Kannel WB. Probability of stroke: a risk profile from the Framingham Study. Stroke. 1991;22(3):312–8.PubMedCrossRef
45.
Zurück zum Zitat Go AS, Hylek EM, Phillips KA, Chang Y, Henault LE, Selby JV, et al. Prevalence of diagnosed atrial fibrillation in adults: national implications for rhythm management and stroke prevention: the AnTicoagulation and Risk Factors in Atrial Fibrillation (ATRIA) Study. JAMA. 2001;285(18):2370–5.PubMedCrossRef Go AS, Hylek EM, Phillips KA, Chang Y, Henault LE, Selby JV, et al. Prevalence of diagnosed atrial fibrillation in adults: national implications for rhythm management and stroke prevention: the AnTicoagulation and Risk Factors in Atrial Fibrillation (ATRIA) Study. JAMA. 2001;285(18):2370–5.PubMedCrossRef
46.
Zurück zum Zitat Fuller R, Dudley N, Blacktop J. Avoidance hierarchies and preferences for anticoagulation: semi-qualitative analysis of older patients’ views about stroke prevention and the use of warfarin. Age Ageing. 2004;33(6):608–11.PubMedCrossRef Fuller R, Dudley N, Blacktop J. Avoidance hierarchies and preferences for anticoagulation: semi-qualitative analysis of older patients’ views about stroke prevention and the use of warfarin. Age Ageing. 2004;33(6):608–11.PubMedCrossRef
47.
Zurück zum Zitat Man-Son-Hing M, O’Connor AM, Drake E, Biggs J, Hum V, Laupacis A. The effect of qualitative vs. quantitative presentation of probability estimates on patient decision-making: a randomized trial. Health Expect. 2002;5(3):246–55.PubMedCrossRef Man-Son-Hing M, O’Connor AM, Drake E, Biggs J, Hum V, Laupacis A. The effect of qualitative vs. quantitative presentation of probability estimates on patient decision-making: a randomized trial. Health Expect. 2002;5(3):246–55.PubMedCrossRef
48.
Zurück zum Zitat Holbrook A, Labiris R, Goldsmith CH, Ota K, Harb S, Sebaldt RJ. Influence of decision aids on patient preferences for anticoagulant therapy: a randomized trial. CMAJ. 2007;176(11):1583–7.PubMedCrossRefPubMedCentral Holbrook A, Labiris R, Goldsmith CH, Ota K, Harb S, Sebaldt RJ. Influence of decision aids on patient preferences for anticoagulant therapy: a randomized trial. CMAJ. 2007;176(11):1583–7.PubMedCrossRefPubMedCentral
49.
Zurück zum Zitat Lane DA, Ponsford J, Shelley A, Sirpal A, Lip GYH. Patient knowledge and perceptions of atrial fibrillation and anticoagulant therapy: effects of an educational intervention programme. The West Birmingham Atrial Fibrillation Project. Int J Cardiol. 2006;110(3):354–8.PubMedCrossRef Lane DA, Ponsford J, Shelley A, Sirpal A, Lip GYH. Patient knowledge and perceptions of atrial fibrillation and anticoagulant therapy: effects of an educational intervention programme. The West Birmingham Atrial Fibrillation Project. Int J Cardiol. 2006;110(3):354–8.PubMedCrossRef
50.
Zurück zum Zitat Lip G, Agnelli G, Thach A, Knight E, Rost D, Tangelder M. Oral anticoagulation in atrial fibrillation: a pan-European patient survey. Eur J Intern Med. 2007;18(3):202–8.PubMedCrossRef Lip G, Agnelli G, Thach A, Knight E, Rost D, Tangelder M. Oral anticoagulation in atrial fibrillation: a pan-European patient survey. Eur J Intern Med. 2007;18(3):202–8.PubMedCrossRef
51.
Zurück zum Zitat Dantas GC, Thompson BV, Manson JA, Tracy CS, Upshur REG. Patients’ perspectives on taking warfarin: qualitative study in family practice. BMC Family Pract. 2004;5:15.CrossRef Dantas GC, Thompson BV, Manson JA, Tracy CS, Upshur REG. Patients’ perspectives on taking warfarin: qualitative study in family practice. BMC Family Pract. 2004;5:15.CrossRef
52.
Zurück zum Zitat Abstract presentations from the AABB Annual Meeting and TXPO. Transfusion. 2009;49. Abstract presentations from the AABB Annual Meeting and TXPO. Transfusion. 2009;49.
53.
Zurück zum Zitat Abstract Presentations from the AABB Annual Meeting and CTTXPO. Transfusion. 2010;50. Abstract Presentations from the AABB Annual Meeting and CTTXPO. Transfusion. 2010;50.
57.
Zurück zum Zitat Gage BF, Waterman AD, Shannon W, Boechler M, Rich MW, Radford MJ. Validation of clinical classification schemes for predicting stroke: results from the National Registry of Atrial Fibrillation. JAMA. 2001;285(22):2864–70.PubMedCrossRef Gage BF, Waterman AD, Shannon W, Boechler M, Rich MW, Radford MJ. Validation of clinical classification schemes for predicting stroke: results from the National Registry of Atrial Fibrillation. JAMA. 2001;285(22):2864–70.PubMedCrossRef
58.
Zurück zum Zitat Pisters R, Lane DA, Nieuwlaat R, de Vos CB, Crijns HJGM, Lip GYH. A novel user-friendly score (HAS-BLED) to assess 1-year risk of major bleeding in patients with atrial fibrillation: the Euro Heart Survey. Chest. 2010;138(5):1093–100.PubMedCrossRef Pisters R, Lane DA, Nieuwlaat R, de Vos CB, Crijns HJGM, Lip GYH. A novel user-friendly score (HAS-BLED) to assess 1-year risk of major bleeding in patients with atrial fibrillation: the Euro Heart Survey. Chest. 2010;138(5):1093–100.PubMedCrossRef
59.
Zurück zum Zitat Moulds RTGLCEG. Therapeutic guidelines: cardiovascular. West Melbourne: Therapeutic Guidelines; 2012. Moulds RTGLCEG. Therapeutic guidelines: cardiovascular. West Melbourne: Therapeutic Guidelines; 2012.
60.
Zurück zum Zitat Rietbrock S, Heeley E, Plumb J, van Staa T. Chronic atrial fibrillation: incidence, prevalence, and prediction of stroke using the Congestive heart failure, Hypertension, Age > 75, Diabetes mellitus, and prior Stroke or transient ischemic attack (CHADS2) risk stratification scheme. Am Heart J. 2008;156(1):57–64.PubMedCrossRef Rietbrock S, Heeley E, Plumb J, van Staa T. Chronic atrial fibrillation: incidence, prevalence, and prediction of stroke using the Congestive heart failure, Hypertension, Age > 75, Diabetes mellitus, and prior Stroke or transient ischemic attack (CHADS2) risk stratification scheme. Am Heart J. 2008;156(1):57–64.PubMedCrossRef
61.
Zurück zum Zitat Lip GYH, Edwards SJ. Stroke prevention with aspirin, warfarin and ximelagatran in patients with non-valvular atrial fibrillation: a systematic review and meta-analysis. Thromb Res. 2006;118(3):321–33.PubMedCrossRef Lip GYH, Edwards SJ. Stroke prevention with aspirin, warfarin and ximelagatran in patients with non-valvular atrial fibrillation: a systematic review and meta-analysis. Thromb Res. 2006;118(3):321–33.PubMedCrossRef
62.
Zurück zum Zitat Bucher HC, Guyatt GH, Griffith LE, Walter SD. The results of direct and indirect treatment comparisons in meta-analysis of randomized controlled trials. J Clin Epidemiol. 1997;50(6):683–91.PubMedCrossRef Bucher HC, Guyatt GH, Griffith LE, Walter SD. The results of direct and indirect treatment comparisons in meta-analysis of randomized controlled trials. J Clin Epidemiol. 1997;50(6):683–91.PubMedCrossRef
64.
Zurück zum Zitat McFadden D. In: Zarembka P (ed). Frontiers of econometrics.: Academic Press, 1974. McFadden D. In: Zarembka P (ed). Frontiers of econometrics.: Academic Press, 1974.
65.
Zurück zum Zitat Beggs S, Cardell S, Hausman J. Assessing the potential demand for electric cars. J Econom. 1981;17(1):1–19.CrossRef Beggs S, Cardell S, Hausman J. Assessing the potential demand for electric cars. J Econom. 1981;17(1):1–19.CrossRef
66.
Zurück zum Zitat Revelt D, Train K. Mixed logit with repeated choices: households’ choices of appliance efficiency level. Rev Econ Stat. 1998;80(4):647–57.CrossRef Revelt D, Train K. Mixed logit with repeated choices: households’ choices of appliance efficiency level. Rev Econ Stat. 1998;80(4):647–57.CrossRef
67.
Zurück zum Zitat Schiele F, van Ryn J, Canada K, Newsome C, Sepulveda E, Park J et al. A specific antidote for dabigatran: functional and structural characterization. Blood. 121(18):3554–62. Schiele F, van Ryn J, Canada K, Newsome C, Sepulveda E, Park J et al. A specific antidote for dabigatran: functional and structural characterization. Blood. 121(18):3554–62.
68.
Zurück zum Zitat Jackson SL, Peterson GM, Vial JH, Daud R, Ang SY. Outcomes in the management of atrial fibrillation: clinical trial results can apply in practice. Intern Med J. 2001;31(6):329–36.PubMedCrossRef Jackson SL, Peterson GM, Vial JH, Daud R, Ang SY. Outcomes in the management of atrial fibrillation: clinical trial results can apply in practice. Intern Med J. 2001;31(6):329–36.PubMedCrossRef
69.
Zurück zum Zitat Inglis S, McLennan S, Dawson A, Birchmore L, Horowitz JD, Wilkinson D, et al. A new solution for an old problem? Effects of a nurse-led, multidisciplinary, home-based intervention on readmission and mortality in patients with chronic atrial fibrillation. J Cardiovasc Nurs. 2004;19(2):118–27.PubMedCrossRef Inglis S, McLennan S, Dawson A, Birchmore L, Horowitz JD, Wilkinson D, et al. A new solution for an old problem? Effects of a nurse-led, multidisciplinary, home-based intervention on readmission and mortality in patients with chronic atrial fibrillation. J Cardiovasc Nurs. 2004;19(2):118–27.PubMedCrossRef
70.
Zurück zum Zitat Kelly AM, Kerr D, Hew R. Prevention of stroke in chronic and recurrent atrial fibrillation: role of the emergency department in identification of “at-risk” patients. Aust Health Rev. 2001;24(3):61–5.PubMedCrossRef Kelly AM, Kerr D, Hew R. Prevention of stroke in chronic and recurrent atrial fibrillation: role of the emergency department in identification of “at-risk” patients. Aust Health Rev. 2001;24(3):61–5.PubMedCrossRef
71.
Zurück zum Zitat Fang MC, Go AS, Chang Y, Borowsky LH, Pomernacki NK, Udaltsova N, et al. Warfarin discontinuation after starting warfarin for atrial fibrillation. Circ Cardiovasc Qual Outcomes. 2010;3(6):624–31.PubMedCrossRefPubMedCentral Fang MC, Go AS, Chang Y, Borowsky LH, Pomernacki NK, Udaltsova N, et al. Warfarin discontinuation after starting warfarin for atrial fibrillation. Circ Cardiovasc Qual Outcomes. 2010;3(6):624–31.PubMedCrossRefPubMedCentral
72.
Zurück zum Zitat Man-Son-Hing M, Laupacis A, O’Connor AM, Biggs J, Drake E, Yetisir E, et al. A patient decision aid regarding antithrombotic therapy for stroke prevention in atrial fibrillation: a randomized controlled trial. JAMA. 1999;282(8):737–43.PubMedCrossRef Man-Son-Hing M, Laupacis A, O’Connor AM, Biggs J, Drake E, Yetisir E, et al. A patient decision aid regarding antithrombotic therapy for stroke prevention in atrial fibrillation: a randomized controlled trial. JAMA. 1999;282(8):737–43.PubMedCrossRef
73.
Zurück zum Zitat Thomson RG, Eccles MP, Steen IN, Greenaway J, Stobbart L, Murtagh MJ, et al. A patient decision aid to support shared decision-making on anti-thrombotic treatment of patients with atrial fibrillation: randomised controlled trial. Qual Safe Health Care. 2007;16(3):216–23.CrossRef Thomson RG, Eccles MP, Steen IN, Greenaway J, Stobbart L, Murtagh MJ, et al. A patient decision aid to support shared decision-making on anti-thrombotic treatment of patients with atrial fibrillation: randomised controlled trial. Qual Safe Health Care. 2007;16(3):216–23.CrossRef
74.
Zurück zum Zitat Falloon G. Using avatars and virtual environments in learning: what do they have to offer? Br J Educat Technol. 2010;41(1):108–22.CrossRef Falloon G. Using avatars and virtual environments in learning: what do they have to offer? Br J Educat Technol. 2010;41(1):108–22.CrossRef
75.
Zurück zum Zitat Ryan M, Skåtun D. Modelling non-demanders in choice experiments. Health Econ. 2004;13(4):397–402.PubMedCrossRef Ryan M, Skåtun D. Modelling non-demanders in choice experiments. Health Econ. 2004;13(4):397–402.PubMedCrossRef
Metadaten
Titel
Preferences for Oral Anticoagulants in Atrial Fibrillation: a Best–Best Discrete Choice Experiment
verfasst von
Peter Ghijben
Emily Lancsar
Silva Zavarsek
Publikationsdatum
01.11.2014
Verlag
Springer International Publishing
Erschienen in
PharmacoEconomics / Ausgabe 11/2014
Print ISSN: 1170-7690
Elektronische ISSN: 1179-2027
DOI
https://doi.org/10.1007/s40273-014-0188-0

Weitere Artikel der Ausgabe 11/2014

PharmacoEconomics 11/2014 Zur Ausgabe