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Published in: BMC Health Services Research 1/2006

Open Access 01-12-2006 | Debate

Using and interpreting cost-effectiveness acceptability curves: an example using data from a trial of management strategies for atrial fibrillation

Authors: Elisabeth Fenwick, Deborah A Marshall, Adrian R Levy, Graham Nichol

Published in: BMC Health Services Research | Issue 1/2006

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Abstract

Background

The cost-effectiveness acceptability curve (CEAC) is a method for summarizing the uncertainty in estimates of cost-effectiveness. The CEAC, derived from the joint distribution of costs and effects, illustrates the (Bayesian) probability that the data are consistent with a true cost-effectiveness ratio falling below a specified ceiling ratio. The objective of the paper is to illustrate how to construct and interpret a CEAC.

Methods

A retrospective cost-effectiveness analysis of the Atrial Fibrillation Follow-up Investigation of Rhythm Management (AFFIRM) randomized controlled trial with 4060 patients followed for 3.5 years. The target population was patients with atrial fibrillation who were 65 years of age or had other risk factors for stroke or death similar to those enrolled in AFFIRM. The intervention involved the management of patients with atrial fibrillation with antiarrhythmic drugs (rhythm-control) compared with drugs that control heart rate (rate-control). Measurements of mean survival, mean costs and incremental cost-effectiveness were made. The uncertainty surrounding the estimates of cost-effectiveness was illustrated through a cost-effectiveness acceptability curve.

Results

The base case point estimate for the difference in effects and costs between rate and rhythm-control is 0.08 years (95% CI: -0.1 years to 0.24 years) and -US$5,077 (95% CI: -$1,100 to -$11,006). The CEAC shows that the decision uncertainty surrounding the adoption of rate-control strategies is less than 1.7% regardless of the maximum acceptable ceiling ratio. Thus, there is very little uncertainty surrounding the decision to adopt rate-control compared to rhythm-control for patients with atrial fibrillation from a resource point of view.

Conclusion

The CEAC is straightforward to calculate, construct and interpret. The CEAC is useful to a decision maker faced with the choice of whether or not to adopt a technology because it provides a measure of the decision uncertainty surrounding the choice.
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Literature
1.
go back to reference Bower P, Byford S, Barber J, Beecham J, Simpson S, Friedli K, Corney R, King M, Harvey I: Meta-analysis of data on costs from trials of counselling in primary care: using individual patient data to overcome sample size limitations in economic analyses. BMJ. 2003, 326: 1247-1250. 10.1136/bmj.326.7401.1247.CrossRef Bower P, Byford S, Barber J, Beecham J, Simpson S, Friedli K, Corney R, King M, Harvey I: Meta-analysis of data on costs from trials of counselling in primary care: using individual patient data to overcome sample size limitations in economic analyses. BMJ. 2003, 326: 1247-1250. 10.1136/bmj.326.7401.1247.CrossRef
2.
go back to reference Byford S, Knapp M, Greenshields J, Ukoumunne O, Jones V, Thompson S, Tyrer P, Schmidt U, Davidson K, Group P: Cost-effectiveness of brief cognitive behaviour therapy versus treatment as usual in recurrent deliberate self-harm: a decision-making approach. Psychol Med. 2003, 33 (6): 977-986. 10.1017/S0033291703008183.CrossRef Byford S, Knapp M, Greenshields J, Ukoumunne O, Jones V, Thompson S, Tyrer P, Schmidt U, Davidson K, Group P: Cost-effectiveness of brief cognitive behaviour therapy versus treatment as usual in recurrent deliberate self-harm: a decision-making approach. Psychol Med. 2003, 33 (6): 977-986. 10.1017/S0033291703008183.CrossRef
3.
go back to reference Chilcott J, McCabe C, Tappenden P, O'Hagan A, Cooper N, Abrams K, Claxton K, Miller D, Group CEoMSTS: Modelling the cost effectiveness of interferon beta and glatiramer acetate in the management of multiple sclerosis. Commentary: evaluating disease modifying treatments in mulitple sclerosis. BMJ. 2003, 326: 522-524. 10.1136/bmj.326.7388.522.CrossRef Chilcott J, McCabe C, Tappenden P, O'Hagan A, Cooper N, Abrams K, Claxton K, Miller D, Group CEoMSTS: Modelling the cost effectiveness of interferon beta and glatiramer acetate in the management of multiple sclerosis. Commentary: evaluating disease modifying treatments in mulitple sclerosis. BMJ. 2003, 326: 522-524. 10.1136/bmj.326.7388.522.CrossRef
4.
go back to reference Delaney B, Wilson S, Roalfe A, Roberts L, Redman V, Wearn A, Briggs A, Hobbs F: Cost effectiveness of initial endoscopy for dypepsia in patients over age 50 years: a randomised controlled trial in primary care. Lancet. 2000, 356: 1965-1969. 10.1016/S0140-6736(00)03308-0.CrossRef Delaney B, Wilson S, Roalfe A, Roberts L, Redman V, Wearn A, Briggs A, Hobbs F: Cost effectiveness of initial endoscopy for dypepsia in patients over age 50 years: a randomised controlled trial in primary care. Lancet. 2000, 356: 1965-1969. 10.1016/S0140-6736(00)03308-0.CrossRef
5.
go back to reference Drummond M, Becker D, Hux M, Chancellor J, Duprat-Lomon I, Kubin R, Sagnier P: An economic evaluation of sequential i.v./po moxifloxacin therapy compared to i.v./po co-amoxiclav with or without clarithromycin in the treatment of community-acquired pneumonia. Chest. 2003, 124 (2): 526-535. 10.1378/chest.124.2.526.CrossRef Drummond M, Becker D, Hux M, Chancellor J, Duprat-Lomon I, Kubin R, Sagnier P: An economic evaluation of sequential i.v./po moxifloxacin therapy compared to i.v./po co-amoxiclav with or without clarithromycin in the treatment of community-acquired pneumonia. Chest. 2003, 124 (2): 526-535. 10.1378/chest.124.2.526.CrossRef
6.
go back to reference Gray A, Raikou M, McGuire A, Fenn P, Stevens R, Cull C, Stratton I, Adler A, Holman R, Turner R: Cost effectiveness of an intensive blood glucose control policy in patients with type 2 diabetes: economic analysis alongside randomised controlled trial (UKPDS 41). BMJ. 2000, 320 (7246): 1373-1378. 10.1136/bmj.320.7246.1373.CrossRef Gray A, Raikou M, McGuire A, Fenn P, Stevens R, Cull C, Stratton I, Adler A, Holman R, Turner R: Cost effectiveness of an intensive blood glucose control policy in patients with type 2 diabetes: economic analysis alongside randomised controlled trial (UKPDS 41). BMJ. 2000, 320 (7246): 1373-1378. 10.1136/bmj.320.7246.1373.CrossRef
7.
go back to reference Manns B, Lee H, Doig C, Johnson D, Donaldson C: An economic evaluation of activated protein C treatment for severe sepsis. New England Journal of Medicine. 2002, 347 (13): 993-1000. 10.1056/NEJMsa020969.CrossRef Manns B, Lee H, Doig C, Johnson D, Donaldson C: An economic evaluation of activated protein C treatment for severe sepsis. New England Journal of Medicine. 2002, 347 (13): 993-1000. 10.1056/NEJMsa020969.CrossRef
8.
go back to reference Multicentre Aneurysm Screening Group: Multicentre aneurysm screening study (MASS):cost effectiveness analysis of screening for abdominal aortic aneurysms based on four year results from a randomised controlled trial. BMJ. 2002, 325: 1135-1138. 10.1136/bmj.325.7373.1135.CrossRef Multicentre Aneurysm Screening Group: Multicentre aneurysm screening study (MASS):cost effectiveness analysis of screening for abdominal aortic aneurysms based on four year results from a randomised controlled trial. BMJ. 2002, 325: 1135-1138. 10.1136/bmj.325.7373.1135.CrossRef
9.
go back to reference Ramsey S, Berry K, Etzioni R, Kaplan R, Sullivan S, Wood D, Group NETTR: Cost effectiveness of lung-volume-reduction surgery for patients with severe emphysema. New England Journal of Medicine. 2003, 348 (21): 2092-2102. 10.1056/NEJMsa030448.CrossRef Ramsey S, Berry K, Etzioni R, Kaplan R, Sullivan S, Wood D, Group NETTR: Cost effectiveness of lung-volume-reduction surgery for patients with severe emphysema. New England Journal of Medicine. 2003, 348 (21): 2092-2102. 10.1056/NEJMsa030448.CrossRef
10.
go back to reference Sheldon R, O'Brien B, Blackhouse G, Goeree R, Mitchell B, Klein G, Roberts R, Gent M, Connolly S: Effect of clinical risk stratification on cost-effectiveness of the implantable cardioverter-defibrillator: the Canadian implantable defibrillator study. Circulation. 2001, 104 (14): 1622-1626.CrossRef Sheldon R, O'Brien B, Blackhouse G, Goeree R, Mitchell B, Klein G, Roberts R, Gent M, Connolly S: Effect of clinical risk stratification on cost-effectiveness of the implantable cardioverter-defibrillator: the Canadian implantable defibrillator study. Circulation. 2001, 104 (14): 1622-1626.CrossRef
11.
go back to reference UK Prospective Diabetes Study Group: Cost effectiveness analysis of improved blood pressure control in hypertensive patients with type 2 diabetes: UKPDS 40. BMJ. 1998, 317: 720-726.CrossRef UK Prospective Diabetes Study Group: Cost effectiveness analysis of improved blood pressure control in hypertensive patients with type 2 diabetes: UKPDS 40. BMJ. 1998, 317: 720-726.CrossRef
12.
go back to reference Marshall D, Levy A, Vidaillet H, Fenwick E, Slee A, Blackhouse G, Greene H, Wyse G, Nichol G, O'Brien B, et al: Cost-effectiveness of rhythm versus rate control in atrial fibrillation. Annals of Internal Medicine. 2004, 141 (9): 653-661.CrossRef Marshall D, Levy A, Vidaillet H, Fenwick E, Slee A, Blackhouse G, Greene H, Wyse G, Nichol G, O'Brien B, et al: Cost-effectiveness of rhythm versus rate control in atrial fibrillation. Annals of Internal Medicine. 2004, 141 (9): 653-661.CrossRef
13.
go back to reference Fenwick E, Claxton K, Sculpher M: Representing uncertainty: The role of cost-effectiveness acceptability curves. Health Econ. 2001, 10: 779-787. 10.1002/hec.635.CrossRef Fenwick E, Claxton K, Sculpher M: Representing uncertainty: The role of cost-effectiveness acceptability curves. Health Econ. 2001, 10: 779-787. 10.1002/hec.635.CrossRef
14.
go back to reference Wyse G, Waldo A, DiMarco J, Domanski M, Rosenberg Y, Schron E: A comparison of rate control and rhythm control in patients with atrial fibrillation. New England Journal of Medicine. 2002, 347: 1825-1833.CrossRef Wyse G, Waldo A, DiMarco J, Domanski M, Rosenberg Y, Schron E: A comparison of rate control and rhythm control in patients with atrial fibrillation. New England Journal of Medicine. 2002, 347: 1825-1833.CrossRef
15.
go back to reference Black W: The CE plane: A graphic representation of cost-effectiveness. Medical Decision Making. 1990, 10: 212-214.CrossRef Black W: The CE plane: A graphic representation of cost-effectiveness. Medical Decision Making. 1990, 10: 212-214.CrossRef
16.
go back to reference Stinnett AA, Mullahy J: Net Health Benefits: A new framework for the analysis of uncertainty in cost-effectiveness analysis. Med Decis Making. 1998, 18 (2 Suppl): S68-80.CrossRef Stinnett AA, Mullahy J: Net Health Benefits: A new framework for the analysis of uncertainty in cost-effectiveness analysis. Med Decis Making. 1998, 18 (2 Suppl): S68-80.CrossRef
17.
go back to reference Briggs AH, Gray A: Handling uncertainty when performing economic evaluation of healthcare interventions. Health Tech Assess. 1999, 3. Briggs AH, Gray A: Handling uncertainty when performing economic evaluation of healthcare interventions. Health Tech Assess. 1999, 3.
18.
go back to reference Briggs AH, Wonderling DE, Mooney CZ: Pulling cost-effectiveness analysis up by its bootstraps: a non-parametric approach to confidence interval estimation. Health Economics. 1997, 6: 327-340. 10.1002/(SICI)1099-1050(199707)6:4<327::AID-HEC282>3.0.CO;2-W.CrossRef Briggs AH, Wonderling DE, Mooney CZ: Pulling cost-effectiveness analysis up by its bootstraps: a non-parametric approach to confidence interval estimation. Health Economics. 1997, 6: 327-340. 10.1002/(SICI)1099-1050(199707)6:4<327::AID-HEC282>3.0.CO;2-W.CrossRef
19.
go back to reference Lothgren M, Zethraeus N: Definition, interpretation and calculation of cost-effectiveness acceptability curves. Health Economics. 2000, 9: 623-630. 10.1002/1099-1050(200010)9:7<623::AID-HEC539>3.0.CO;2-V.CrossRef Lothgren M, Zethraeus N: Definition, interpretation and calculation of cost-effectiveness acceptability curves. Health Economics. 2000, 9: 623-630. 10.1002/1099-1050(200010)9:7<623::AID-HEC539>3.0.CO;2-V.CrossRef
20.
go back to reference Willan A, O'Brien B: Confidence intervals for cost-effectiveness analysis ratios: an application of Fieller's theorem. Health Economics. 1996, 5 (4): 297-305. 10.1002/(SICI)1099-1050(199607)5:4<297::AID-HEC216>3.0.CO;2-T.CrossRef Willan A, O'Brien B: Confidence intervals for cost-effectiveness analysis ratios: an application of Fieller's theorem. Health Economics. 1996, 5 (4): 297-305. 10.1002/(SICI)1099-1050(199607)5:4<297::AID-HEC216>3.0.CO;2-T.CrossRef
21.
go back to reference Heitjan DF, Moskowitz AJ, Whang W: Problems with interval estimates of the incremental cost-effectiveness ratio. Medical Decision Making. 1999, 19 (1): 9-15.CrossRef Heitjan DF, Moskowitz AJ, Whang W: Problems with interval estimates of the incremental cost-effectiveness ratio. Medical Decision Making. 1999, 19 (1): 9-15.CrossRef
22.
go back to reference O'Hagan A, Stevens JW, Montmartin J: Inference for the cost-effectiveness acceptability curve and cost-effectiveness ratio. Pharmacoeconomics. 2000, 17: 339-349. 10.2165/00019053-200017040-00004.CrossRef O'Hagan A, Stevens JW, Montmartin J: Inference for the cost-effectiveness acceptability curve and cost-effectiveness ratio. Pharmacoeconomics. 2000, 17: 339-349. 10.2165/00019053-200017040-00004.CrossRef
23.
go back to reference Briggs A, Fenn P: Confidence intervals or surfaces ? Uncertainty on the cost-effectiveness plane. Health Economics. 1998, 7: 723-740. 10.1002/(SICI)1099-1050(199812)7:8<723::AID-HEC392>3.0.CO;2-O.CrossRef Briggs A, Fenn P: Confidence intervals or surfaces ? Uncertainty on the cost-effectiveness plane. Health Economics. 1998, 7: 723-740. 10.1002/(SICI)1099-1050(199812)7:8<723::AID-HEC392>3.0.CO;2-O.CrossRef
24.
go back to reference Van Hout B, Al M, Gordon G, Rutten F: Costs, effects and c/e-ratios alongside a clinical trial. Health Economics. 1994, 3: 309-319.CrossRef Van Hout B, Al M, Gordon G, Rutten F: Costs, effects and c/e-ratios alongside a clinical trial. Health Economics. 1994, 3: 309-319.CrossRef
25.
go back to reference O'Brien B, Briggs A: Analysis of uncertainty in health care cost-effectiveness studies: an introduction to statistical issues and methods. Statistical Methods in Medical Research. 2002, 11: 455-468. 10.1191/0962280202sm304ra.CrossRef O'Brien B, Briggs A: Analysis of uncertainty in health care cost-effectiveness studies: an introduction to statistical issues and methods. Statistical Methods in Medical Research. 2002, 11: 455-468. 10.1191/0962280202sm304ra.CrossRef
26.
go back to reference Fenwick E, O'Brien B, Briggs A: Cost-effectiveness acceptability curves: facts, fallacies and frequently asked questions. Health Economics. 2004, 13: 405-415. 10.1002/hec.903.CrossRef Fenwick E, O'Brien B, Briggs A: Cost-effectiveness acceptability curves: facts, fallacies and frequently asked questions. Health Economics. 2004, 13: 405-415. 10.1002/hec.903.CrossRef
27.
go back to reference Bahnson TD, Grant AO: To be or not to be in normal sinus rhythm: What do we really know?. Annals of Internal Medicine. 2004, 141 (9): 727-729.CrossRef Bahnson TD, Grant AO: To be or not to be in normal sinus rhythm: What do we really know?. Annals of Internal Medicine. 2004, 141 (9): 727-729.CrossRef
Metadata
Title
Using and interpreting cost-effectiveness acceptability curves: an example using data from a trial of management strategies for atrial fibrillation
Authors
Elisabeth Fenwick
Deborah A Marshall
Adrian R Levy
Graham Nichol
Publication date
01-12-2006
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2006
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-6-52

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