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Published in: Heart Failure Reviews 4/2019

Open Access 01-07-2019 | Heart Failure

Valuing health-related quality of life in heart failure: a systematic review of methods to derive quality-adjusted life years (QALYs) in trial-based cost–utility analyses

Authors: Jenny Rankin, Donna Rowen, Amanda Howe, John G. F. Cleland, Jennifer A. Whitty

Published in: Heart Failure Reviews | Issue 4/2019

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Abstract

The accurate measurement of health-related quality of life (HRQoL) and the value of improving it for patients are essential for deriving quality-adjusted life years (QALYs) to inform treatment choice and resource allocation. The objective of this review was to identify and describe the approaches used to measure and value change in HRQoL in trial-based economic evaluations of heart failure interventions which derive QALYs as an outcome. Three databases (PubMed, CINAHL, Cochrane) were systematically searched. Twenty studies reporting economic evaluations based on 18 individual trials were identified. Most studies (n = 17) utilised generic preference-based measures to describe HRQoL and derive QALYs, commonly the EQ-5D-3L. Of these, three studies (from the same trial) also used mapping from a condition-specific to a generic measure. The remaining three studies used patients’ direct valuation of their own health or physician-reported outcomes to derive QALYs. Only 7 of the 20 studies reported significant incremental QALY gains. Most interventions were reported as being likely to be cost-effective at specified willingness to pay thresholds. The substantial variation in the approach applied to derive QALYs in the measurement of and value attributed to HRQoL in heart failure requires further investigation.
Literature
1.
go back to reference Ponikowski P, Anker SD, AlHabib KF, Cowie MR, Force TL, Hu S, Jaarsma T, Krum H, Rastogi V, Rohde LE, Samal UC, Shimokawa H, Budi Siswanto B, Sliwa K, Filippatos G (2014) Heart failure: preventing disease and death worldwide. ESC Heart Fail 1(1):4–25. https://doi.org/10.1002/ehf2.12005 Ponikowski P, Anker SD, AlHabib KF, Cowie MR, Force TL, Hu S, Jaarsma T, Krum H, Rastogi V, Rohde LE, Samal UC, Shimokawa H, Budi Siswanto B, Sliwa K, Filippatos G (2014) Heart failure: preventing disease and death worldwide. ESC Heart Fail 1(1):4–25. https://​doi.​org/​10.​1002/​ehf2.​12005
2.
go back to reference NICE (2013) Guide to the methods of technology appraisal. National Institute for Health and Clinical Excellence (NICE), London NICE (2013) Guide to the methods of technology appraisal. National Institute for Health and Clinical Excellence (NICE), London
6.
go back to reference Green CP, Porter CB, Bresnahan DR, Spertus JA (2000) Development and evaluation of the Kansas City Cardiomyopathy Questionnaire: a new health status measure for heart failure. J Am Coll Cardiol 35:1245–1255CrossRefPubMed Green CP, Porter CB, Bresnahan DR, Spertus JA (2000) Development and evaluation of the Kansas City Cardiomyopathy Questionnaire: a new health status measure for heart failure. J Am Coll Cardiol 35:1245–1255CrossRefPubMed
8.
go back to reference Berry C, McMurray J (1999) A review of quality-of-life evaluations in patients with congestive heart failure. Pharmacoeconomics 16:247–271CrossRefPubMed Berry C, McMurray J (1999) A review of quality-of-life evaluations in patients with congestive heart failure. Pharmacoeconomics 16:247–271CrossRefPubMed
10.
go back to reference Husereau D, Drummond M, Petrou S, Carswell C, Moher D, Greenberg D, Augustovski F, Briggs AH, Mauskopf J, Loder E, ISPOR Health Economic Evaluation Publication Guidelines-CHEERS Good Reporting Practices Task Force (2013) Consolidated Health Economic Evaluation Reporting Standards (CHEERS)—explanation and elaboration: a report of the ISPOR Health Economic Evaluation Publication Guidelines Good Reporting Practices Task Force. Value Health 16:231–250. https://doi.org/10.1016/j.jval.2013.02.002 CrossRef Husereau D, Drummond M, Petrou S, Carswell C, Moher D, Greenberg D, Augustovski F, Briggs AH, Mauskopf J, Loder E, ISPOR Health Economic Evaluation Publication Guidelines-CHEERS Good Reporting Practices Task Force (2013) Consolidated Health Economic Evaluation Reporting Standards (CHEERS)—explanation and elaboration: a report of the ISPOR Health Economic Evaluation Publication Guidelines Good Reporting Practices Task Force. Value Health 16:231–250. https://​doi.​org/​10.​1016/​j.​jval.​2013.​02.​002 CrossRef
11.
go back to reference Blomström P, Ekman M, Lundqvist CB, Calvert MJ, Freemantle N, Lönnerholm S, Wikström G, Jönsson B (2008) Cost effectiveness of cardiac resynchronization therapy in the Nordic region: an analysis based on the CARE-HF trial. Eur J Heart Fail 10:869–877CrossRefPubMed Blomström P, Ekman M, Lundqvist CB, Calvert MJ, Freemantle N, Lönnerholm S, Wikström G, Jönsson B (2008) Cost effectiveness of cardiac resynchronization therapy in the Nordic region: an analysis based on the CARE-HF trial. Eur J Heart Fail 10:869–877CrossRefPubMed
12.
go back to reference Calvert M, Freemantle N, Yao G, Cleland JG, Billingham L, Daubert JC, Bryan S, CARE-HF investigators (2005) Cost-effectiveness of cardiac resynchronization therapy: results from the CARE-HF trial. Eur Heart J 26:2681–2688CrossRefPubMed Calvert M, Freemantle N, Yao G, Cleland JG, Billingham L, Daubert JC, Bryan S, CARE-HF investigators (2005) Cost-effectiveness of cardiac resynchronization therapy: results from the CARE-HF trial. Eur Heart J 26:2681–2688CrossRefPubMed
14.
go back to reference Cleland J, Daubert JC, Erdmann E, Freemantle N, Gras D, Kappenberger L, Tavazzi L, Cardiac Resynchronization-Heart Failure (CARE-HF) Study Investigators (2005) The effect of cardiac resynchronization on morbidity and mortality in heart failure. N Engl J Med 352:1539–1549CrossRefPubMed Cleland J, Daubert JC, Erdmann E, Freemantle N, Gras D, Kappenberger L, Tavazzi L, Cardiac Resynchronization-Heart Failure (CARE-HF) Study Investigators (2005) The effect of cardiac resynchronization on morbidity and mortality in heart failure. N Engl J Med 352:1539–1549CrossRefPubMed
15.
go back to reference Capomolla S, Febo O, Ceresa M, Caporotondi A, Guazzotti G, la Rovere MT, Ferrari M, Lenta F, Baldin S, Vaccarini C, Gnemmi M, Pinna GD, Maestri R, Abelli P, Verdirosi S, Cobelli F (2002) Cost/utility ratio in chronic heart failure: comparison between heart failure management program delivered by day-hospital and usual care. J Am Coll Cardiol 40:1259–1266CrossRefPubMed Capomolla S, Febo O, Ceresa M, Caporotondi A, Guazzotti G, la Rovere MT, Ferrari M, Lenta F, Baldin S, Vaccarini C, Gnemmi M, Pinna GD, Maestri R, Abelli P, Verdirosi S, Cobelli F (2002) Cost/utility ratio in chronic heart failure: comparison between heart failure management program delivered by day-hospital and usual care. J Am Coll Cardiol 40:1259–1266CrossRefPubMed
16.
go back to reference Hansson E, Ekman I, Swedberg K, Wolf A, Dudas K, Ehlers L, Olsson LE (2016) Person-centred care for patients with chronic heart failure—a cost-utility analysis. Eur J Cardiovasc Nurs 15:276–284CrossRefPubMed Hansson E, Ekman I, Swedberg K, Wolf A, Dudas K, Ehlers L, Olsson LE (2016) Person-centred care for patients with chronic heart failure—a cost-utility analysis. Eur J Cardiovasc Nurs 15:276–284CrossRefPubMed
17.
go back to reference Postmus D, Abdul Pari AA, Jaarsma T, Luttik ML, van Veldhuisen DJ, Hillege HL, Buskens E (2011) A trial-based economic evaluation of 2 nurse-led disease management programs in heart failure. Am Heart J 162:1096–1104CrossRefPubMed Postmus D, Abdul Pari AA, Jaarsma T, Luttik ML, van Veldhuisen DJ, Hillege HL, Buskens E (2011) A trial-based economic evaluation of 2 nurse-led disease management programs in heart failure. Am Heart J 162:1096–1104CrossRefPubMed
21.
go back to reference Hebert PL, Sisk JE, Wang JJ, Tuzzio L, Casabianca JM, Chassin MR, Horowitz C, McLaughlin M (2008) Cost-effectiveness of nurse-led disease management for heart failure in an ethnically diverse urban community. Ann Intern Med 149:540–548CrossRefPubMedPubMedCentral Hebert PL, Sisk JE, Wang JJ, Tuzzio L, Casabianca JM, Chassin MR, Horowitz C, McLaughlin M (2008) Cost-effectiveness of nurse-led disease management for heart failure in an ethnically diverse urban community. Ann Intern Med 149:540–548CrossRefPubMedPubMedCentral
22.
go back to reference Maru S, Byrnes J, Carrington MJ, Chan YK, Thompson DR, Stewart S, Scuffham PA, WHICH? Trial Investigators (2015) Cost-effectiveness of home versus clinic-based management of chronic heart failure: extended follow-up of a pragmatic, multicentre randomized trial cohort—the WHICH? study (Which Heart Failure Intervention Is Most Cost-Effective & Consumer Friendly in Reducing Hospital Care). Int J Cardiol 201:368–375. https://doi.org/10.1016/j.ijcard.2015.08.066 CrossRefPubMed Maru S, Byrnes J, Carrington MJ, Chan YK, Thompson DR, Stewart S, Scuffham PA, WHICH? Trial Investigators (2015) Cost-effectiveness of home versus clinic-based management of chronic heart failure: extended follow-up of a pragmatic, multicentre randomized trial cohort—the WHICH? study (Which Heart Failure Intervention Is Most Cost-Effective & Consumer Friendly in Reducing Hospital Care). Int J Cardiol 201:368–375. https://​doi.​org/​10.​1016/​j.​ijcard.​2015.​08.​066 CrossRefPubMed
24.
go back to reference Neumann A, Mostardt S, Biermann J, Gelbrich G, Goehler A, Geisler BP, Siebert U, Störk S, Ertl G, Angerrmann CE, Wasem J (2015) Cost-effectiveness and cost-utility of a structured collaborative disease management in the Interdisciplinary Network for Heart Failure (INH) study. Clin Res Cardiol 104:304–309. https://doi.org/10.1007/s00392-014-0781-4 CrossRefPubMed Neumann A, Mostardt S, Biermann J, Gelbrich G, Goehler A, Geisler BP, Siebert U, Störk S, Ertl G, Angerrmann CE, Wasem J (2015) Cost-effectiveness and cost-utility of a structured collaborative disease management in the Interdisciplinary Network for Heart Failure (INH) study. Clin Res Cardiol 104:304–309. https://​doi.​org/​10.​1007/​s00392-014-0781-4 CrossRefPubMed
27.
go back to reference Cui Y, Doupe M, Katz A, Nyhof P, Forget EL (2013) Economic evaluation of Manitoba health lines in the management of congestive heart failure. Healthcare Policy 9(2):36–50 Cui Y, Doupe M, Katz A, Nyhof P, Forget EL (2013) Economic evaluation of Manitoba health lines in the management of congestive heart failure. Healthcare Policy 9(2):36–50
28.
go back to reference Zanaboni P, Landolina M, Marzegalli M, Lunati M, Perego G et al (2013) Cost-utility analysis of the EVOLVO study on remote monitoring for heart failure patients with implantable defibrillators: randomized controlled trial. J Med Internet Res 15(5):e106:1–11 Zanaboni P, Landolina M, Marzegalli M, Lunati M, Perego G et al (2013) Cost-utility analysis of the EVOLVO study on remote monitoring for heart failure patients with implantable defibrillators: randomized controlled trial. J Med Internet Res 15(5):e106:1–11
29.
go back to reference Reed S et al (2010) Economic evaluation of the HF-ACTION (Heart Failure: A Controlled Trial Investigating Outcomes of Exercise Training) randomized controlled trial: an exercise training study of patients with chronic heart failure. Circ Cardiovasc Qual Outcomes 3:374–381CrossRefPubMedPubMedCentral Reed S et al (2010) Economic evaluation of the HF-ACTION (Heart Failure: A Controlled Trial Investigating Outcomes of Exercise Training) randomized controlled trial: an exercise training study of patients with chronic heart failure. Circ Cardiovasc Qual Outcomes 3:374–381CrossRefPubMedPubMedCentral
30.
go back to reference Sanders-van Wijk S, van Asselt A, Rickli H, Estlinbaum W, Erne P, Rickenbacher P, Vuillomenet A, Peter M, Pfisterer ME, Brunner-la Rocca HP, TIME-CHF Investigators (2013) Cost-effectiveness of N-terminal pro-B-type natriuretic-guided therapy in elderly heart failure patients: results from TIME-CHF (Trial of Intensified versus Standard Medical Therapy in Elderly Patients with Congestive Heart Failure). JACC Heart Fail 1:64–71. https://doi.org/10.1016/j.jchf.2012.08.002 CrossRefPubMed Sanders-van Wijk S, van Asselt A, Rickli H, Estlinbaum W, Erne P, Rickenbacher P, Vuillomenet A, Peter M, Pfisterer ME, Brunner-la Rocca HP, TIME-CHF Investigators (2013) Cost-effectiveness of N-terminal pro-B-type natriuretic-guided therapy in elderly heart failure patients: results from TIME-CHF (Trial of Intensified versus Standard Medical Therapy in Elderly Patients with Congestive Heart Failure). JACC Heart Fail 1:64–71. https://​doi.​org/​10.​1016/​j.​jchf.​2012.​08.​002 CrossRefPubMed
31.
go back to reference Sánchez J et al (2010) Efficacy of peritoneal ultrafiltration in the treatment of refractory congestive heart failure. Nephrol Dial Transplant 25:605–610CrossRefPubMed Sánchez J et al (2010) Efficacy of peritoneal ultrafiltration in the treatment of refractory congestive heart failure. Nephrol Dial Transplant 25:605–610CrossRefPubMed
34.
go back to reference Brazier J, Roberts J, Deverill M (2002) The estimation of a preference-based measure of health from the SF-36. J Health Econ 21:271–292CrossRefPubMed Brazier J, Roberts J, Deverill M (2002) The estimation of a preference-based measure of health from the SF-36. J Health Econ 21:271–292CrossRefPubMed
35.
go back to reference Franks P, Lubetkin E, Gold M, Tancredi D (2003) Mapping the SF-12 to preference-based instruments: convergent validity in a low-income, minority population. Med Care 41:1277–1283CrossRefPubMed Franks P, Lubetkin E, Gold M, Tancredi D (2003) Mapping the SF-12 to preference-based instruments: convergent validity in a low-income, minority population. Med Care 41:1277–1283CrossRefPubMed
37.
go back to reference Shaw JW, Johnson JA, Coons SJ (2005) US valuation of the EQ-5D health states: development and testing of the D1 valuation model. Med Care 43:203–220CrossRefPubMed Shaw JW, Johnson JA, Coons SJ (2005) US valuation of the EQ-5D health states: development and testing of the D1 valuation model. Med Care 43:203–220CrossRefPubMed
38.
go back to reference Kind P (2003) Guidelines for value sets in economic non-economic studies using EQ-5D. In: Brooks R, Rabin R, de Charro F (eds) The measurement and valuation of health status using EQ-5D: a European perspective. Kluwer Academic Publishers, Dordrecht Kind P (2003) Guidelines for value sets in economic non-economic studies using EQ-5D. In: Brooks R, Rabin R, de Charro F (eds) The measurement and valuation of health status using EQ-5D: a European perspective. Kluwer Academic Publishers, Dordrecht
40.
go back to reference Scuffham PA, Whitty JA, Mitchell A, Viney R (2008) The use of QALY weights for QALY calculations: a review of industry submissions requesting listing on the Australian Pharmaceutical Benefits Scheme 2002–4. Pharmacoeconomics 26:297–310CrossRefPubMed Scuffham PA, Whitty JA, Mitchell A, Viney R (2008) The use of QALY weights for QALY calculations: a review of industry submissions requesting listing on the Australian Pharmaceutical Benefits Scheme 2002–4. Pharmacoeconomics 26:297–310CrossRefPubMed
42.
go back to reference Rector TS, Kubo S et al (1987) Patients’ self-assessment of their congestive heart failure. Part 2: content, reliability and validity of a new measure, the Minnesota Living with Heart Failure Questionnaire. Heart Fail 3:198–209 Rector TS, Kubo S et al (1987) Patients’ self-assessment of their congestive heart failure. Part 2: content, reliability and validity of a new measure, the Minnesota Living with Heart Failure Questionnaire. Heart Fail 3:198–209
45.
go back to reference Dolan P, Sutton M (1997) Mapping visual analogue scale health state valuations onto standard gamble and time trade-off values. Soc Sci Med 44:1519–1530CrossRefPubMed Dolan P, Sutton M (1997) Mapping visual analogue scale health state valuations onto standard gamble and time trade-off values. Soc Sci Med 44:1519–1530CrossRefPubMed
47.
go back to reference Feldman AM, de Lissovoy G, Bristow MR, Saxon LA, de Marco T, Kass DA, Boehmer J, Singh S, Whellan DJ, Carson P, Boscoe A, Baker TM, Gunderman MR (2005) Cost effectiveness of cardiac resynchronization therapy in the Comparison of Medical Therapy, Pacing, and Defibrillation in Heart Failure (COMPANION) trial. J Am Coll Cardiol 46:2311–2321. https://doi.org/10.1016/j.jacc.2005.08.033 CrossRefPubMed Feldman AM, de Lissovoy G, Bristow MR, Saxon LA, de Marco T, Kass DA, Boehmer J, Singh S, Whellan DJ, Carson P, Boscoe A, Baker TM, Gunderman MR (2005) Cost effectiveness of cardiac resynchronization therapy in the Comparison of Medical Therapy, Pacing, and Defibrillation in Heart Failure (COMPANION) trial. J Am Coll Cardiol 46:2311–2321. https://​doi.​org/​10.​1016/​j.​jacc.​2005.​08.​033 CrossRefPubMed
48.
go back to reference Moertl D, Steiner S, Coyle D, Berger R (2013) Cost-utility analysis of nt-probnp-guided multidisciplinary care in chronic heart failure. Int J Technol Assess Health Care 29:3–11CrossRefPubMed Moertl D, Steiner S, Coyle D, Berger R (2013) Cost-utility analysis of nt-probnp-guided multidisciplinary care in chronic heart failure. Int J Technol Assess Health Care 29:3–11CrossRefPubMed
51.
go back to reference Yao G, Freemantle N, Calvert MJ, Bryan S, Daubert JC, Cleland JG (2007) The long-term cost-effectiveness of cardiac resynchronization therapy with or without an implantable cardioverter-defibrillator. Eur Heart J 28:42–51CrossRefPubMed Yao G, Freemantle N, Calvert MJ, Bryan S, Daubert JC, Cleland JG (2007) The long-term cost-effectiveness of cardiac resynchronization therapy with or without an implantable cardioverter-defibrillator. Eur Heart J 28:42–51CrossRefPubMed
55.
go back to reference Sculpher M, Gafni A (2001) Recognizing diversity in public preferences: the use of preference sub-groups in cost-effectiveness analysis. Health Econ 10:317–324CrossRefPubMed Sculpher M, Gafni A (2001) Recognizing diversity in public preferences: the use of preference sub-groups in cost-effectiveness analysis. Health Econ 10:317–324CrossRefPubMed
56.
go back to reference Sculpher M, Gafni A (2002) Recognising diversity in public preferences: the use of preference sub-groups in cost-effectiveness analysis. Author’s reply. Health Econ 11:653–654CrossRef Sculpher M, Gafni A (2002) Recognising diversity in public preferences: the use of preference sub-groups in cost-effectiveness analysis. Author’s reply. Health Econ 11:653–654CrossRef
57.
go back to reference Robinson A, Parkin D (2002) Recognising diversity in public preferences: the use of preference sub-groups in cost-effectiveness analysis. A response to Sculpher and Gafni. Health Econ 11:649–651CrossRefPubMed Robinson A, Parkin D (2002) Recognising diversity in public preferences: the use of preference sub-groups in cost-effectiveness analysis. A response to Sculpher and Gafni. Health Econ 11:649–651CrossRefPubMed
58.
go back to reference Cleland JG, Charlesworth A, Lubsen J, Swedberg K, Remme WJ, Erhardt L, di Lenarda A, Komajda M, Metra M, Torp-Pedersen C, Poole-Wilson PA, COMET Investigators (2006) A comparison of the effects of carvedilol and metoprolol on well-being, morbidity, and mortality (the “patient journey”) in patients with heart failure: a report from the Carvedilol Or Metoprolol European Trial (COMET). J Am Coll Cardiol 47:1603–1611. https://doi.org/10.1016/j.jacc.2005.11.069 CrossRefPubMed Cleland JG, Charlesworth A, Lubsen J, Swedberg K, Remme WJ, Erhardt L, di Lenarda A, Komajda M, Metra M, Torp-Pedersen C, Poole-Wilson PA, COMET Investigators (2006) A comparison of the effects of carvedilol and metoprolol on well-being, morbidity, and mortality (the “patient journey”) in patients with heart failure: a report from the Carvedilol Or Metoprolol European Trial (COMET). J Am Coll Cardiol 47:1603–1611. https://​doi.​org/​10.​1016/​j.​jacc.​2005.​11.​069 CrossRefPubMed
Metadata
Title
Valuing health-related quality of life in heart failure: a systematic review of methods to derive quality-adjusted life years (QALYs) in trial-based cost–utility analyses
Authors
Jenny Rankin
Donna Rowen
Amanda Howe
John G. F. Cleland
Jennifer A. Whitty
Publication date
01-07-2019
Publisher
Springer US
Keyword
Heart Failure
Published in
Heart Failure Reviews / Issue 4/2019
Print ISSN: 1382-4147
Electronic ISSN: 1573-7322
DOI
https://doi.org/10.1007/s10741-019-09780-7

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