IDEAS home Printed from https://ideas.repec.org/a/sae/medema/v43y2023i7-8p914-929.html
   My bibliography  Save this article

Pricing Treatments Cost-Effectively when They Have Multiple Indications: Not Just a Simple Threshold Analysis

Author

Listed:
  • Jeremy D. Goldhaber-Fiebert

    (Department of Health Policy and Center for Health Policy, Stanford School of Medicine and Freeman Spogli Institute, Stanford University, Stanford, CA, USA)

  • Lauren E. Cipriano

    (Ivey Business School and Departments of Epidemiology & Biostatistics and Medicine, Schulich School of Medicine & Dentistry, University of Western Ontario, London, ON, Canada)

Abstract

Background Economic evaluations of treatments increasingly employ price-threshold analyses. When a treatment has multiple indications, standard price-threshold analyses can be overly simplistic. We examine how rules governing indication-specific prices and reimbursement decisions affect value-based price analyses. Methods We analyze a 2-stage game between 2 players: the therapy’s manufacturer and the payer purchasing it for patients. First, the manufacturer selects a price(s) that may be indication specific. Then, the payer decides whether to provide reimbursement at the offered price(s). We assume known indication-specific demand. The manufacturer seeks to maximize profit. The payer seeks to maximize total population incremental net monetary benefit and will not pay more than their willingness-to-pay threshold. We consider game variants defined by constraints on the manufacturer’s ability to price and payer’s ability to provide reimbursement differentially by indication. Results When both the manufacturer and payer can make indication-specific decisions, the problem simplifies to multiple single-indication price-threshold analyses, and the manufacturer captures all the consumer surplus. When the manufacturer is restricted to one price and the payer must make an all-or-nothing reimbursement decision, the selected price is a weighted average of indication-specific threshold prices such that reimbursement of more valuable indications subsidizes reimbursement of less valuable indications. With a single price and indication-specific coverage decisions, the manufacturer may select a high price where fewer patients receive treatment because the payer restricts reimbursement to the set of indications providing value commensurate with the high price. However, the manufacturer may select a low price, resulting in reimbursement for more indications and positive consumer surplus. Conclusions When treatments have multiple indications, economic evaluations including price-threshold analyses should carefully consider jurisdiction-specific rules regarding pricing and reimbursement decisions. Highlights With treatment prices rising, economic evaluations increasingly employ price-threshold analyses to identify value-based prices. Standard price-threshold analyses can be overly simplistic when treatments have multiple indications. Jurisdiction-specific rules governing indication-specific prices and reimbursement decisions affect value-based price analyses. When the manufacturer is restricted to one price for all indications and the payer must make an all-or-nothing reimbursement decision, the selected price is a weighted average of indication-specific threshold prices such that reimbursement of the more valuable indications subsidize reimbursement of the less valuable indications. With a single price and indication-specific coverage decisions, the manufacturer may select a high price with fewer patients treated than in the first-best solution. There are also cases in which the manufacturer selects a lower price, resulting in reimbursement for more indications and positive consumer surplus.

Suggested Citation

  • Jeremy D. Goldhaber-Fiebert & Lauren E. Cipriano, 2023. "Pricing Treatments Cost-Effectively when They Have Multiple Indications: Not Just a Simple Threshold Analysis," Medical Decision Making, , vol. 43(7-8), pages 914-929, October.
  • Handle: RePEc:sae:medema:v:43:y:2023:i:7-8:p:914-929
    DOI: 10.1177/0272989X231197772
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0272989X231197772
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0272989X231197772?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Gregory S. Zaric & Bernie J. O'Brien, 2005. "Analysis of a pharmaceutical risk sharing agreement based on the purchaser's total budget," Health Economics, John Wiley & Sons, Ltd., vol. 14(8), pages 793-803, August.
    2. Gregory S. Zaric, 2008. "Optimal drug pricing, limited use conditions and stratified net benefits for Markov models of disease progression," Health Economics, John Wiley & Sons, Ltd., vol. 17(11), pages 1277-1294, November.
    3. Simon Walker & Mark Sculpher & Karl Claxton & Steve Palmer, 2012. "Coverage with evidence development, only in research, risk sharing or patient access scheme? A framework for coverage decisions," Working Papers 077cherp, Centre for Health Economics, University of York.
    4. Patricia Danzon & Adrian Towse & Jorge Mestre‐Ferrandiz, 2015. "Value‐Based Differential Pricing: Efficient Prices for Drugs in a Global Context," Health Economics, John Wiley & Sons, Ltd., vol. 24(3), pages 294-301, March.
    5. Michael Drummond & Carlo Federici & Vivian Reckers‐Droog & Aleksandra Torbica & Carl Rudolf Blankart & Oriana Ciani & Zoltán Kaló & Sándor Kovács & Werner Brouwer, 2022. "Coverage with evidence development for medical devices in Europe: Can practice meet theory?," Health Economics, John Wiley & Sons, Ltd., vol. 31(S1), pages 179-194, September.
    6. Gregory S. Zaric, 2008. "Optimal drug pricing, limited use conditions and stratified net benefits for Markov models of disease progression," Health Economics, John Wiley & Sons, Ltd., vol. 17(11), pages 1277-1294.
    7. Elisabeth Fenwick & Karl Claxton & Mark Sculpher, 2008. "The Value of Implementation and the Value of Information: Combined and Uneven Development," Medical Decision Making, , vol. 28(1), pages 21-32, January.
    8. Rita Faria & Simon Walker & Sophie Whyte & Simon Dixon & Stephen Palmer & Mark Sculpher, 2017. "How to Invest in Getting Cost-effective Technologies into Practice? A Framework for Value of Implementation Analysis Applied to Novel Oral Anticoagulants," Medical Decision Making, , vol. 37(2), pages 148-161, February.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Levaggi, Rosella, 2014. "Pricing schemes for new drugs: A welfare analysis," Social Science & Medicine, Elsevier, vol. 102(C), pages 69-73.
    2. Reza Mahjoub & Fredrik Ødegaard & Gregory S. Zaric, 2018. "Evaluation of a pharmaceutical risk‐sharing agreement when patients are screened for the probability of success," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 15-25, January.
    3. A. Carletto & A. Cicchetti & S. Coretti & V. Moramarco & M. Ruggeri, 2019. "Money back guarantee? A cost–benefit framework of performance-based agreements (PBAs) for the reimbursement of pharmaceuticals," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 9(1), pages 89-101, March.
    4. Alan J. Girling & Richard J. Lilford & Terry P. Young, 2012. "Pricing Of Medical Devices Under Coverage Uncertainty—A Modelling Approach," Health Economics, John Wiley & Sons, Ltd., vol. 21(12), pages 1502-1507, December.
    5. Sean P. Gavan & Stuart J. Wright & Fiona Thistlethwaite & Katherine Payne, 2023. "Capturing the Impact of Constraints on the Cost-Effectiveness of Cell and Gene Therapies: A Systematic Review," PharmacoEconomics, Springer, vol. 41(6), pages 675-692, June.
    6. Puig-Junoy, Jaume & López-Valcárcel, Beatriz González, 2014. "Launch prices for new pharmaceuticals in the heavily regulated and subsidized Spanish market, 1995–2007," Health Policy, Elsevier, vol. 116(2), pages 170-181.
    7. Hester V Eeren & Saskia J Schawo & Ron H J Scholte & Jan J V Busschbach & Leona Hakkaart, 2015. "Value of Information Analysis Applied to the Economic Evaluation of Interventions Aimed at Reducing Juvenile Delinquency: An Illustration," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-15, July.
    8. Małgorzata Skweres-Kuchta & Iwona Czerska & Elżbieta Szaruga, 2023. "Literature Review on Health Emigration in Rare Diseases—A Machine Learning Perspective," IJERPH, MDPI, vol. 20(3), pages 1-31, January.
    9. Maarten Ijzerman & Lotte Steuten, 2011. "Early assessment of medical technologies to inform product development and market access," Applied Health Economics and Health Policy, Springer, vol. 9(5), pages 331-347, September.
    10. Paula K. Lorgelly & Amanda Adler, 2020. "Impact of a Global Pandemic on Health Technology Assessment," Applied Health Economics and Health Policy, Springer, vol. 18(3), pages 339-343, June.
    11. Yasuhiro Hagiwara & Takeru Shiroiwa, 2022. "Estimating Value-Based Price and Quantifying Uncertainty around It in Health Technology Assessment: Frequentist and Bayesian Approaches," Medical Decision Making, , vol. 42(5), pages 672-683, July.
    12. Biancalani, Francesco & Gnecco, Giorgio & Riccaboni, Massimo, 2022. "Price-volume agreements: A one principal/two agents model," European Journal of Operational Research, Elsevier, vol. 300(1), pages 296-309.
    13. Kisser, Agnes & Tüchler, Heinz & Erdös, Judit & Wild, Claudia, 2016. "Factors influencing coverage decisions on medical devices: A retrospective analysis of 78 medical device appraisals for the Austrian hospital benefit catalogue 2008–2015," Health Policy, Elsevier, vol. 120(8), pages 903-912.
    14. Antoñanzas, Fernando & Juárez-Castelló, Carmelo & Rodríguez-Ibeas, Roberto, 2013. "Risk-Sharing Agreements in Pharmaceutical Markets/Los acuerdos de riesgo compartido en mercados farmacéuticos," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 31, pages 359-378, Septiembr.
    15. Anna Heath & Petros Pechlivanoglou, 2022. "Prioritizing Research in an Era of Personalized Medicine: The Potential Value of Unexplained Heterogeneity," Medical Decision Making, , vol. 42(5), pages 649-660, July.
    16. WH Rogowski, 2013. "An Economic Theory Of The Fourth Hurdle," Health Economics, John Wiley & Sons, Ltd., vol. 22(5), pages 600-610, May.
    17. Chen, Xu & Yang, Huan & Wang, Xiaojun, 2019. "Effects of price cap regulation on the pharmaceutical supply chain," Journal of Business Research, Elsevier, vol. 97(C), pages 281-290.
    18. Margherita Neri;Adrian Towse;Martina Garau, 2018. "Multi-Indication Pricing (MIP): Practical Solutions and Steps to Move Forward," Briefing 002084, Office of Health Economics.
    19. Simona Gamba & Paolo Pertile & Sabine Vogler, 2020. "The impact of managed entry agreements on pharmaceutical prices," Health Economics, John Wiley & Sons, Ltd., vol. 29(S1), pages 47-62, October.
    20. Sabine E. Grimm & Xavier Pouwels & Bram L. T. Ramaekers & Ben Wijnen & Thomas Otten & Janneke Grutters & Manuela A. Joore, 2021. "State of the ART? Two New Tools for Risk Communication in Health Technology Assessments," PharmacoEconomics, Springer, vol. 39(10), pages 1185-1196, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:medema:v:43:y:2023:i:7-8:p:914-929. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.