IDEAS home Printed from https://ideas.repec.org/a/spr/pharme/v42y2024i10d10.1007_s40273-024-01416-5.html
   My bibliography  Save this article

Unravelling Elements of Value of Healthcare and Assessing their Importance Using Evidence from Two Discrete-Choice Experiments in England

Author

Listed:
  • Pamela Gongora-Salazar

    (Inter-American Development Bank
    University of Oxford)

  • Rafael Perera

    (University of Oxford)

  • Oliver Rivero-Arias

    (University of Oxford
    University of Oxford)

  • Apostolos Tsiachristas

    (University of Oxford
    University of Oxford)

Abstract

Background Health systems are moving towards value-based care, implementing new care models that allegedly aim beyond patient outcomes. Therefore, a policy and academic debate is underway regarding the definition of value in healthcare, the inclusion of costs in value metrics, and the importance of each value element. This study aimed to define healthcare value elements and assess their relative importance (RI) to the public in England. Method Using data from 26 semi-structured interviews and a literature review, and applying decision-theory axioms, we selected a comprehensive and applicable set of value-based elements. Their RI was determined using two discrete choice experiments (DCEs) based on Bayesian D-efficient DCE designs, with one DCE incorporating healthcare costs expressed as income tax rise. Respondent preferences were analysed using mixed logit models. Results Six value elements were identified: additional life-years, health-related quality of life, patient experience, target population size, equity, and cost. The DCE surveys were completed by 402 participants. All utility coefficients had the expected signs and were statistically significant (p

Suggested Citation

  • Pamela Gongora-Salazar & Rafael Perera & Oliver Rivero-Arias & Apostolos Tsiachristas, 2024. "Unravelling Elements of Value of Healthcare and Assessing their Importance Using Evidence from Two Discrete-Choice Experiments in England," PharmacoEconomics, Springer, vol. 42(10), pages 1145-1159, October.
  • Handle: RePEc:spr:pharme:v:42:y:2024:i:10:d:10.1007_s40273-024-01416-5
    DOI: 10.1007/s40273-024-01416-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40273-024-01416-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s40273-024-01416-5?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Caroline M. Vass & Niall J. Davison & Geert Stichele & Katherine Payne, 2020. "A Picture is Worth a Thousand Words: The Role of Survey Training Materials in Stated-Preference Studies," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 13(2), pages 163-173, April.
    2. Dodgson, JS & Spackman, M & Pearman, A & Phillips, LD, 2009. "Multi-criteria analysis: a manual," Economic History Working Papers 12761, London School of Economics and Political Science, Department of Economic History.
    3. Jennifer Whitty & Emily Lancsar & Kylie Rixon & Xanthe Golenko & Julie Ratcliffe, 2014. "A Systematic Review of Stated Preference Studies Reporting Public Preferences for Healthcare Priority Setting," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 7(4), pages 365-386, December.
    4. Emily Lancsar & Denzil G. Fiebig & Arne Risa Hole, 2017. "Discrete Choice Experiments: A Guide to Model Specification, Estimation and Software," PharmacoEconomics, Springer, vol. 35(7), pages 697-716, July.
    5. Stirling Bryan & Martin Buxton & Robert Sheldon & Alison Grant, 1998. "Magnetic resonance imaging for the investigation of knee injuries: an investigation of preferences," Health Economics, John Wiley & Sons, Ltd., vol. 7(7), pages 595-603, November.
    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. Alene Sze Jing Yong & Yi Heng Lim & Mark Wing Loong Cheong & Ednin Hamzah & Siew Li Teoh, 2022. "Willingness-to-pay for cancer treatment and outcome: a systematic review," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(6), pages 1037-1057, August.
    2. Mahieu, Pierre-Alexandre & Andersson, Henrik & Beaumais, Olivier & Crastes dit Sourd, Romain & Hess, François-Charles & Wolff, François-Charles, 2017. "Stated preferences: a unique database composed of 1657 recent published articles in journals related to agriculture, environment, or health," Review of Agricultural, Food and Environmental Studies, Institut National de la Recherche Agronomique (INRA), vol. 98(3), November.
    3. Joachim Marti, 2012. "Assessing preferences for improved smoking cessation medications: a discrete choice experiment," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(5), pages 533-548, October.
    4. Ateesha Mohamed & A. Hauber & Maureen Neary, 2011. "Patient Benefit-Risk Preferences for Targeted Agents in the Treatment of Renal Cell Carcinoma," PharmacoEconomics, Springer, vol. 29(11), pages 977-988, November.
    5. Tiziano Tempesta & Daniel Vecchiato, 2019. "Analysis of the Factors that Influence Olive Oil Demand in the Veneto Region (Italy)," Agriculture, MDPI, vol. 9(7), pages 1-17, July.
    6. Davine N. G. Janssen & Eunice Pereira Ramos & Vincent Linderhof & Nico Polman & Chrysi Laspidou & Dennis Fokkinga & Duarte de Mesquita e Sousa, 2020. "The Climate, Land, Energy, Water and Food Nexus Challenge in a Land Scarce Country: Innovations in the Netherlands," Sustainability, MDPI, vol. 12(24), pages 1-27, December.
    7. Anna Nicolet & Antoinette D I van Asselt & Karin M Vermeulen & Paul F M Krabbe, 2020. "Value judgment of new medical treatments: Societal and patient perspectives to inform priority setting in The Netherlands," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-18, July.
    8. Henk Broekhuizen & Maarten J. IJzerman & A. Brett Hauber & Catharina G. M. Groothuis-Oudshoorn, 2017. "Weighing Clinical Evidence Using Patient Preferences: An Application of Probabilistic Multi-Criteria Decision Analysis," PharmacoEconomics, Springer, vol. 35(3), pages 259-269, March.
    9. Ezbakhe, Fatine & Pérez-Foguet, Agustí, 2021. "Decision analysis for sustainable development: The case of renewable energy planning under uncertainty," European Journal of Operational Research, Elsevier, vol. 291(2), pages 601-613.
    10. Wehner, Caroline & de Grip, Andries & Pfeifer, Harald, 2022. "Do recruiters select workers with different personality traits for different tasks? A discrete choice experiment," Labour Economics, Elsevier, vol. 78(C).
    11. Marta Trapero-Bertran & Beatriz Rodríguez-Martín & Julio López-Bastida, 2019. "What attributes should be included in a discrete choice experiment related to health technologies? A systematic literature review," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-15, July.
    12. Non, Arjan & Rohde, Ingrid & de Grip, Andries & Dohmen, Thomas, 2022. "Mission of the company, prosocial attitudes and job preferences: A discrete choice experiment," Labour Economics, Elsevier, vol. 74(C).
    13. Emma McIntosh, 2006. "Using Discrete Choice Experiments within a Cost-Benefit Analysis Framework," PharmacoEconomics, Springer, vol. 24(9), pages 855-868, September.
    14. Stirling Bryan & David Parry, 2002. "Structural reliability of conjoint measurement in health care: an empirical investigation," Applied Economics, Taylor & Francis Journals, vol. 34(5), pages 561-567.
    15. Broqvist, Mari & Sandman, Lars & Garpenby, Peter & Krevers, Barbro, 2018. "The meaning of severity – do citizenś views correspond to a severity framework based on ethical principles for priority setting?," Health Policy, Elsevier, vol. 122(6), pages 630-637.
    16. Ana I. Sanjuán‐López & Helena Resano‐Ezcaray, 2020. "Labels for a Local Food Speciality Product: The Case of Saffron," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(3), pages 778-797, September.
    17. Bougherara, Douadia & Lapierre, Margaux & Préget, Raphaële & Sauquet, Alexandre, 2021. "Do farmers prefer increasing, decreasing, or stable payments in Agri-environmental schemes?," Ecological Economics, Elsevier, vol. 183(C).
    18. Mandy Ryan & Angela Bate, 2001. "Testing the assumptions of rationality, continuity and symmetry when applying discrete choice experiments in health care," Applied Economics Letters, Taylor & Francis Journals, vol. 8(1), pages 59-63.
    19. Alessandro Mengoni & Chiara Seghieri & Sabina Nuti, 2013. "The application of discrete choice experiments in health economics: a systematic review of the literature," Working Papers 201301, Scuola Superiore Sant'Anna of Pisa, Istituto di Management.
    20. Mercado, Waldemar & Vásquez Lavín, Felipe & Ubillus, Karina & Orihuela, Carlos Enrique, 2020. "¿Es relevante la biodiversidad en la decisión de visita a los parques nacionales en el Perú?," Economia Agraria y Recursos Naturales, Spanish Association of Agricultural Economists, vol. 20(02), December.

    More about this item

    Statistics

    Access and download statistics

    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:spr:pharme:v:42:y:2024:i:10:d:10.1007_s40273-024-01416-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.