1
|
Lakdawalla DN, Doctor JN. A principled approach to non-discrimination in cost-effectiveness. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2024; 25:1393-1416. [PMID: 38411845 DOI: 10.1007/s10198-023-01659-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 12/05/2023] [Indexed: 02/28/2024]
Abstract
The US Inflation Reduction Act (IRA) prohibits the Centers for Medicare and Medicaid Services (CMS) from using standard quality-adjusted life-years or other value assessment methods that discriminate against the aged, terminally ill, or disabled when setting maximum fair prices for prescription drugs. This policy has reignited interest in methods for assessing value without discrimination. Equal value of life-years gained (EVL), healthy years in total (HYT), and Generalized Risk-Adjusted Cost-Effectiveness (GRACE) have emerged as proposals. Neither EVL nor HYT rests on well-articulated microeconomic foundations. We show that they produce decisions that are inconsistent over time in a variety of ways, including: (1) failure to support additivity and indirect comparison in cases where the standard-of-care therapy changes over time; (2) strictly negative value of survival gains that accrue from a new, better standard-of-care, particularly for the disabled themselves; (3) unbounded average value of survival gains; and (4) non-convex survival preferences. We propose an alternative method that relies on GRACE and its microeconomic foundations.
Collapse
Affiliation(s)
- Darius N Lakdawalla
- Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, USA.
| | - Jason N Doctor
- Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, USA
| |
Collapse
|
2
|
Richardson M, Wright AC, Tice JA, Rind DM, Seidner M, Emond S, Pearson SD. Informing the United States Medicare Drug Price Negotiation for Apixaban and Rivaroxaban: Methodological Considerations for Value Assessments Many Years After Launch. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2024:S1098-3015(24)02794-3. [PMID: 39094683 DOI: 10.1016/j.jval.2024.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 06/26/2024] [Accepted: 07/12/2024] [Indexed: 08/04/2024]
Abstract
OBJECTIVES To demonstrate how health technology assessment methods can be used to support Medicare's price negotiations for apixaban and rivaroxaban. METHODS Following the statutory outline of evidence that will be considered by Medicare, we conducted a systematic literature review, network meta-analyses, and decision analyses to evaluate the health outcomes and costs associated with apixaban and rivaroxaban compared with warfarin and dabigatran for patients with nonvalvular atrial fibrillation. Our methods inform discussions about the therapeutic impact of apixaban and rivaroxaban and suggest price premiums above their therapeutic alternatives over a range of cost-effectiveness thresholds. RESULTS Network meta-analyses found apixaban resulted in a lower risk of major bleeding compared with warfarin and dabigatran and a lower risk of stroke/systemic embolism compared with warfarin but not compared with dabigatran. Rivaroxaban resulted in a lower risk of stroke/systemic embolism versus warfarin but not dabigatran, and there was no difference in major bleeding. Decision-analytic modeling of apixaban suggested annual price premiums up to $4350 above the price of warfarin and up to $530 above the price for dabigatran at cost-effectiveness thresholds up to $200 000 per equal value of life-years gained. Analyses of rivaroxaban showed an annual price premium of up to $3920 above warfarin and no premium above that paid for dabigatran. CONCLUSIONS Although health technology assessment is typically performed near the time of regulatory approval, with modifications, we produced comparative clinical and relative cost-effectiveness findings to help guide negotiations on a "fair" price for drugs on the market for over a decade.
Collapse
Affiliation(s)
| | - Abigail C Wright
- Institute for Clinical and Economic Review (ICER), Boston, MA, USA.
| | - Jeffrey A Tice
- Division of General Internal Medicine, University of California, San Francisco, CA, USA
| | - David M Rind
- Institute for Clinical and Economic Review (ICER), Boston, MA, USA
| | - Matt Seidner
- Institute for Clinical and Economic Review (ICER), Boston, MA, USA
| | - Sarah Emond
- Institute for Clinical and Economic Review (ICER), Boston, MA, USA
| | - Steven D Pearson
- Institute for Clinical and Economic Review (ICER), Boston, MA, USA
| |
Collapse
|
3
|
Herring WL, Gallagher ME, Shah N, Morse KC, Mladsi D, Dong OM, Chawla A, Leiding JW, Zhang L, Paramore C, Andemariam B. Cost-Effectiveness of Lovotibeglogene Autotemcel (Lovo-Cel) Gene Therapy for Patients with Sickle Cell Disease and Recurrent Vaso-Occlusive Events in the United States. PHARMACOECONOMICS 2024; 42:693-714. [PMID: 38684631 PMCID: PMC11126463 DOI: 10.1007/s40273-024-01385-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/20/2024] [Indexed: 05/02/2024]
Abstract
BACKGROUND AND OBJECTIVE Gene therapies for sickle cell disease (SCD) may offer meaningful benefits for patients and society. This study evaluated the cost-effectiveness of lovotibeglogene autotemcel (lovo-cel), a one-time gene therapy administered via autologous hematopoietic stem cell transplantation, compared with common care for patients in the United States (US) with SCD aged ≥ 12 years with ≥ 4 vaso-occlusive events (VOEs) in the past 24 months. METHODS We developed a patient-level simulation model accounting for lovo-cel and SCD-related events, complications, and mortality over a lifetime time horizon. The pivotal phase 1/2 HGB-206 clinical trial (NCT02140554) served as the basis for lovo-cel efficacy and safety. Cost, quality-of-life, and other clinical data were sourced from HGB-206 data and the literature. Analyses were conducted from US societal and third-party payer perspectives. Uncertainty was assessed through probabilistic sensitivity analysis and extensive scenario analyses. RESULTS Patients treated with lovo-cel were predicted to survive 23.84 years longer on average (standard deviation [SD], 12.80) versus common care (life expectancy, 62.24 versus 38.40 years), with associated discounted patient quality-adjusted life-year (QALY) gains of 10.20 (SD, 4.10) and direct costs avoided of $1,329,201 (SD, $1,346,446) per patient. Predicted societal benefits included discounted caregiver QALY losses avoided of 1.19 (SD, 1.38) and indirect costs avoided of $540,416 (SD, $262,353) per patient. Including lovo-cel costs ($3,282,009 [SD, $29,690] per patient) resulted in incremental cost-effectiveness ratios of $191,519 and $124,051 per QALY gained from third-party payer and societal perspectives, respectively. In scenario analyses, the predicted cost-effectiveness of lovo-cel also was sensitive to baseline age and VOE frequency and to the proportion of patients achieving and maintaining complete resolution of VOEs. CONCLUSIONS Our analysis of lovo-cel gene therapy compared with common care for patients in the US with SCD with recurrent VOEs estimated meaningful improvements in survival, quality of life, and other clinical outcomes accompanied by increased overall costs for the health care system and for broader society. The predicted economic value of lovo-cel gene therapy was influenced by uncertainty in long-term clinical effects and by positive spillover effects on patient productivity and caregiver burden.
Collapse
Affiliation(s)
- William L Herring
- Health Economics, RTI Health Solutions, Research Triangle Park, NC, USA.
- Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.
| | | | - Nirmish Shah
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - K C Morse
- Theatre Management and Producing, Columbia University School of the Arts, New York, NY, USA
| | - Deirdre Mladsi
- Health Economics, RTI Health Solutions, Research Triangle Park, NC, USA
| | - Olivia M Dong
- Health Economics, RTI Health Solutions, Research Triangle Park, NC, USA
| | | | | | - Lixin Zhang
- Biostatistics, bluebird bio, Somerville, MA, USA
| | | | - Biree Andemariam
- New England Sickle Cell Institute, University of Connecticut Health, Farmington, CT, USA
| |
Collapse
|
4
|
Stewart DJ, Bradford JP, Sehdev S, Ramsay T, Navani V, Rawson NSB, Jiang DM, Gotfrit J, Wheatley-Price P, Liu G, Kaplan A, Spadafora S, Goodman SG, Auer RAC, Batist G. New Anticancer Drugs: Reliably Assessing "Value" While Addressing High Prices. Curr Oncol 2024; 31:2453-2480. [PMID: 38785465 PMCID: PMC11119944 DOI: 10.3390/curroncol31050184] [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: 02/27/2024] [Revised: 04/24/2024] [Accepted: 04/26/2024] [Indexed: 05/25/2024] Open
Abstract
Countries face challenges in paying for new drugs. High prices are driven in part by exploding drug development costs, which, in turn, are driven by essential but excessive regulation. Burdensome regulation also delays drug development, and this can translate into thousands of life-years lost. We need system-wide reform that will enable less expensive, faster drug development. The speed with which COVID-19 vaccines and AIDS therapies were developed indicates this is possible if governments prioritize it. Countries also differ in how they value drugs, and generally, those willing to pay more have better, faster access. Canada is used as an example to illustrate how "incremental cost-effectiveness ratios" (ICERs) based on measures such as gains in "quality-adjusted life-years" (QALYs) may be used to determine a drug's value but are often problematic, imprecise assessments. Generally, ICER/QALY estimates inadequately consider the impact of patient crossover or long post-progression survival, therapy benefits in distinct subpopulations, positive impacts of the therapy on other healthcare or societal costs, how much governments willingly might pay for other things, etc. Furthermore, a QALY value should be higher for a lethal or uncommon disease than for a common, nonlethal disease. Compared to international comparators, Canada is particularly ineffective in initiating public funding for essential new medications. Addressing these disparities demands urgent reform.
Collapse
Affiliation(s)
- David J. Stewart
- Division of Medical Oncology, University of Ottawa, 501 Smyth Road, Ottawa, ON K1H 8L6, Canada (J.G.); (P.W.-P.)
- Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; (T.R.); (R.A.C.A.)
- Life Saving Therapies Network, Ottawa, ON K1H 5E6, Canada; (J.-P.B.); (G.B.)
| | - John-Peter Bradford
- Life Saving Therapies Network, Ottawa, ON K1H 5E6, Canada; (J.-P.B.); (G.B.)
| | - Sandeep Sehdev
- Division of Medical Oncology, University of Ottawa, 501 Smyth Road, Ottawa, ON K1H 8L6, Canada (J.G.); (P.W.-P.)
- Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; (T.R.); (R.A.C.A.)
- Life Saving Therapies Network, Ottawa, ON K1H 5E6, Canada; (J.-P.B.); (G.B.)
| | - Tim Ramsay
- Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; (T.R.); (R.A.C.A.)
| | - Vishal Navani
- Division of Medical Oncology, University of Calgary, Calgary, AB T2N 1N4, Canada;
| | - Nigel S. B. Rawson
- Canadian Health Policy Institute, Toronto, ON M5V 0A4, Canada;
- Macdonald-Laurier Institute, Ottawa, ON K1N 7Z2, Canada
| | - Di Maria Jiang
- University of Toronto, Toronto, ON M5S 3H2, Canada; (D.M.J.); (G.L.); (A.K.); (S.G.G.)
- Princess Margaret Cancer Center, Toronto, ON M5G 2M9, Canada
| | - Joanna Gotfrit
- Division of Medical Oncology, University of Ottawa, 501 Smyth Road, Ottawa, ON K1H 8L6, Canada (J.G.); (P.W.-P.)
- Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; (T.R.); (R.A.C.A.)
| | - Paul Wheatley-Price
- Division of Medical Oncology, University of Ottawa, 501 Smyth Road, Ottawa, ON K1H 8L6, Canada (J.G.); (P.W.-P.)
- Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; (T.R.); (R.A.C.A.)
- Life Saving Therapies Network, Ottawa, ON K1H 5E6, Canada; (J.-P.B.); (G.B.)
| | - Geoffrey Liu
- University of Toronto, Toronto, ON M5S 3H2, Canada; (D.M.J.); (G.L.); (A.K.); (S.G.G.)
- Princess Margaret Cancer Center, Toronto, ON M5G 2M9, Canada
| | - Alan Kaplan
- University of Toronto, Toronto, ON M5S 3H2, Canada; (D.M.J.); (G.L.); (A.K.); (S.G.G.)
- Family Physicians Airway Group of Canada, Markham, ON L3R 9X9, Canada
| | - Silvana Spadafora
- Algoma District Cancer Program, Sault Ste Marie, ON P6B 0A8, Canada;
| | - Shaun G. Goodman
- University of Toronto, Toronto, ON M5S 3H2, Canada; (D.M.J.); (G.L.); (A.K.); (S.G.G.)
- St. Michael’s Hospital, Unity Health Toronto, and Peter Munk Cardiac Centre, University Health Network, Toronto, ON M5B 1W8, Canada
| | - Rebecca A. C. Auer
- Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; (T.R.); (R.A.C.A.)
- Department of Surgery, University of Ottawa, 501 Smyth Road, Ottawa, ON K1H 8L6, Canada
| | - Gerald Batist
- Life Saving Therapies Network, Ottawa, ON K1H 5E6, Canada; (J.-P.B.); (G.B.)
- Centre for Translational Research, Jewish General Hospital, McGill University, Montreal, QC H3T 1E2, Canada
| |
Collapse
|
5
|
DiStefano MJ, Zemplenyi A, Anderson KE, Mendola ND, Nair KV, McQueen RB. Alternative approaches to measuring value: an update on innovative methods in the context of the United States Medicare drug price negotiation program. Expert Rev Pharmacoecon Outcomes Res 2024; 24:171-180. [PMID: 37961908 DOI: 10.1080/14737167.2023.2283584] [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: 09/20/2023] [Accepted: 11/10/2023] [Indexed: 11/15/2023]
Abstract
INTRODUCTION The United States has begun assessing the value of pharmaceuticals to inform negotiated prices in the Medicare program. Given strong political objections in the United States to the use of QALYs, Medicare will need to adopt an alternative approach to measuring value. AREAS COVERED In this narrative review, we identified six alternative approaches to measuring value (equal value life-years, health years in total, generalized risk-adjusted cost-effectiveness, severity weighting based on absolute or proportional shortfall, comparative effectiveness based on conventional clinical endpoints, and comparative effectiveness based on both conventional endpoints and patient-centric value elements) and five criteria for assessing these approaches (responsiveness to concerns about discrimination, feasibility, transparency, flexibility, and the ability to incorporate factors beyond traditional value elements). EXPERT OPINION Four of the alternatives are broadly aligned with the cost-effectiveness framework, but none fully addresses all aspects of the stated concerns that QALYs may be used to unintentionally implement discrimination. We note, however, that the extent to which these concerns lead to discrimination in practice is unknown. Finally, we recommend an approach for measuring value in terms of comparative effectiveness that combines quantitative ranking and weighting of distinct criteria (including patient-centric value elements) with deliberation.
Collapse
Affiliation(s)
- Michael J DiStefano
- Center for Pharmaceutical Outcomes Research, Department of Clinical Pharmacy, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - Antal Zemplenyi
- Center for Pharmaceutical Outcomes Research, Department of Clinical Pharmacy, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, USA
- Center for Health Technology Assessment and Pharmacoeconomics Research, Faculty of Pharmacy, University of Pécs, Pécs, Hungary
| | - Kelly E Anderson
- Center for Pharmaceutical Outcomes Research, Department of Clinical Pharmacy, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - Nicholas D Mendola
- Center for Pharmaceutical Outcomes Research, Department of Clinical Pharmacy, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - Kavita V Nair
- Department of Neurology, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - Robert Brett McQueen
- Center for Pharmaceutical Outcomes Research, Department of Clinical Pharmacy, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, USA
| |
Collapse
|
6
|
Mott DJ, Schirrmacher H, Al-Janabi H, Guest S, Pennington B, Scheuer N, Shah KK, Skedgel C. Modelling Spillover Effects on Informal Carers: The Carer QALY Trap. PHARMACOECONOMICS 2023; 41:1557-1561. [PMID: 37659032 PMCID: PMC10635951 DOI: 10.1007/s40273-023-01316-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/21/2023] [Indexed: 09/05/2023]
Abstract
The provision of informal (unpaid) care can impose significant 'spillover effects' on carers, and accounting for these effects is consistent with the efficiency and equity objectives of health technology assessment (HTA). Inclusion of these effects in health economic models, particularly carer health-related quality of life (QOL), can have a substantial impact on net quality-adjusted life year (QALY) gains and the relative cost effectiveness of new technologies. Typically, consideration of spillover effects improves the value of a technology, but in some circumstances, consideration of spillover effects can lead to situations whereby life-extending treatments for patients may be considered cost ineffective due to their impact on carer QOL. In this piece we revisit the classic 'QALY trap' and introduce an analogous 'carer QALY trap' which may have practical implications for economic evaluations where the inclusion of carer QOL reduces incremental QALY gains. Such results may align with a strict QALY-maximisation rule, however we consider the extent to which this principle may be at odds with the preferences of carers themselves (and possibly society more broadly), potentially leading decision makers into the carer QALY trap as a result. We subsequently reflect on potential solutions, highlighting the important (albeit limited) role that deliberation has to play in HTA.
Collapse
Affiliation(s)
- David J Mott
- Office of Health Economics, 2nd Floor, Goldings House, Hay's Galleria, 2 Hay's Lane, London, SE1 2HB, UK.
| | - Hannah Schirrmacher
- Office of Health Economics, 2nd Floor, Goldings House, Hay's Galleria, 2 Hay's Lane, London, SE1 2HB, UK
| | - Hareth Al-Janabi
- Health Economics Unit, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | | | - Becky Pennington
- Sheffield Centre for Health and Related Research, University of Sheffield, Sheffield, UK
| | | | - Koonal K Shah
- National Institute for Health and Care Excellence, London, UK
| | - Chris Skedgel
- Office of Health Economics, 2nd Floor, Goldings House, Hay's Galleria, 2 Hay's Lane, London, SE1 2HB, UK
| |
Collapse
|