IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v26y2017i12p1524-1533.html
   My bibliography  Save this article

Transforming Latent Utilities to Health Utilities: East Does Not Meet West

Author

Listed:
  • Feng Xie
  • Eleanor Pullenayegum
  • A. Simon Pickard
  • Juan Manuel Ramos Goñi
  • Min‐woo Jo
  • Ataru Igarashi

Abstract

Discrete choice experiments (DCEs) are a promising alternative to more resource‐intensive preference elicitation methods such as time trade‐off (TTO), as pairwise comparisons are more amenable to online completion, which can save time and money. However, modeling DCE data produces latent utilities which are on an unknown scale. Therefore, latent utilities need to be transformed to a full health–dead scale before they can be used in quality‐adjusted life year calculations. We aimed to explore transformation functions from DCE‐derived latent utilities to TTO‐derived health utilities. We used EQ‐5D‐5L valuation data from eight different countries that collected both DCE and TTO data by using a standardized protocol. Results found less variation in the function that transformed latent utilities to health utilities in the western countries than in the eastern countries. While a global transformation function is not recommended, results suggest that regional transformation functions could potentially be used to derive health utilities from DCE data. Copyright © 2016 John Wiley & Sons, Ltd.

Suggested Citation

  • Feng Xie & Eleanor Pullenayegum & A. Simon Pickard & Juan Manuel Ramos Goñi & Min‐woo Jo & Ataru Igarashi, 2017. "Transforming Latent Utilities to Health Utilities: East Does Not Meet West," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 1524-1533, December.
  • Handle: RePEc:wly:hlthec:v:26:y:2017:i:12:p:1524-1533
    DOI: 10.1002/hec.3444
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.3444
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.3444?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. McCabe, Christopher & Brazier, John & Gilks, Peter & Tsuchiya, Aki & Roberts, Jennifer & O'Hagan, Anthony & Stevens, Katherine, 2006. "Using rank data to estimate health state utility models," Journal of Health Economics, Elsevier, vol. 25(3), pages 418-431, May.
    2. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, October.
    3. Angela Robinson & Anne Spencer & Peter Moffatt, 2015. "A Framework for Estimating Health State Utility Values within a Discrete Choice Experiment," Medical Decision Making, , vol. 35(3), pages 341-350, April.
    4. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ian Waudby-Smith & A. Simon Pickard & Feng Xie & Eleanor M. Pullenayegum, 2020. "Using Both Time Tradeoff and Discrete Choice Experiments in Valuing the EQ-5D: Impact of Model Misspecification on Value Sets," Medical Decision Making, , vol. 40(4), pages 483-497, May.
    2. Agata Łaszewska & Ayesha Sajjad & Jan Busschbach & Judit Simon & Leona Hakkaart-van Roijen, 2022. "Conceptual Framework for Optimised Proxy Value Set Selection Through Supra-National Value Set Development for the EQ-5D Instruments," PharmacoEconomics, Springer, vol. 40(12), pages 1221-1234, December.
    3. Ruixuan Jiang & Thomas Kohlmann & Todd A. Lee & Axel Mühlbacher & James Shaw & Surrey Walton & A. Simon Pickard, 2021. "Increasing respondent engagement in composite time trade-off tasks by imposing three minimum trade-offs to improve data quality," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(1), pages 17-33, February.

    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. Doherty, Edel & Campbell, Danny, 2011. "Demand for improved food safety and quality: a cross-regional comparison," 85th Annual Conference, April 18-20, 2011, Warwick University, Coventry, UK 108791, Agricultural Economics Society.
    2. Qin, Pin & Carlsson, Fredrik & Xu, Jintao, 2009. "Forestland Reform in China: What do the Farmers Want? A Choice Experiment on Farmers’ Property Rights Preferences," Working Papers in Economics 370, University of Gothenburg, Department of Economics.
    3. Ping Qin & Fredrik Carlsson & Jintao Xu, 2011. "Forest Tenure Reform in China: A Choice Experiment on Farmers’ Property Rights Preferences," Land Economics, University of Wisconsin Press, vol. 87(3), pages 473-487.
    4. 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.
    5. Dugstad, Anders & Grimsrud, Kristine & Kipperberg, Gorm & Lindhjem, Henrik & Navrud, Ståle, 2020. "Acceptance of wind power development and exposure – Not-in-anybody's-backyard," Energy Policy, Elsevier, vol. 147(C).
    6. Kallas, Z. & Gómez-Limón, J.A., 2007. "Valoración De La Multifuncionalidad Agraria: Una Aplicación A Través Del Método De Los Experimentos De Elección/Agricultural Multifunctionality Valuation: A Case Study Using The Choice Experiment," Estudios de Economia Aplicada, Estudios de Economia Aplicada, vol. 25, pages 107-144, Abril.
    7. Concu, Giovanni B., 2007. "Investigating distance effects on environmental values: a choice modelling approach," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 51(2), pages 1-20.
    8. Lehmann, Nico & Sloot, Daniel & Schüle, Christopher & Ardone, Armin & Fichtner, Wolf, 2023. "The motivational drivers behind consumer preferences for regional electricity – Results of a choice experiment in Southern Germany," Energy Economics, Elsevier, vol. 120(C).
    9. Domínguez-Torreiro, Marcos & Soliño, Mario, 2011. "Provided and perceived status quo in choice experiments: Implications for valuing the outputs of multifunctional rural areas," Ecological Economics, Elsevier, vol. 70(12), pages 2523-2531.
    10. Caroline Roussy & Aude Ridier & Karim Chaïb, 2014. "Adoption d’innovations par les agriculteurs : rôle des perceptions et des préférences," Post-Print hal-01123427, HAL.
    11. Sagebiel, Julian & Müller, Jakob R. & Rommel, Jens, 2013. "Are Consumers Willing to Pay More for Electricity from Cooperatives? Results from an Online Choice Experiment in Germany," MPRA Paper 52385, University Library of Munich, Germany.
    12. Chèze, Benoît & David, Maia & Martinet, Vincent, 2020. "Understanding farmers' reluctance to reduce pesticide use: A choice experiment," Ecological Economics, Elsevier, vol. 167(C).
    13. Emmanouil Mentzakis & Mandy Ryan & Paul McNamee, 2011. "Using discrete choice experiments to value informal care tasks: exploring preference heterogeneity," Health Economics, John Wiley & Sons, Ltd., vol. 20(8), pages 930-944, August.
    14. Bénédicte Rulleau & Jeoffrey Dehez & Patrick Point & Dominique Ami & Olivier Chanel, 2009. "Approche multidimensionnelle de la valeur économique des loisirs de nature, suivi d'un commentaire de Dominique Ami et Olivier Chanel," Économie et Statistique, Programme National Persée, vol. 421(1), pages 29-51.
    15. Goedele Van den Broeck & Kaat Van Hoyweghen & Miet Maertens, 2016. "Employment Conditions in the Senegalese Horticultural Export Industry: A Worker Perspective," Development Policy Review, Overseas Development Institute, vol. 34(2), pages 301-319, March.
    16. del Saz Salazar, Salvador & Hernandez Sancho, Francesc & Sala Garrido, Ramon, 2009. "Estimación del valor económico de la calidad del agua de un río mediante una doble aproximación: una aplicación de los principios económicos de la Directiva Marco del Agua," Economia Agraria y Recursos Naturales, Spanish Association of Agricultural Economists, vol. 9(01), pages 1-27.
    17. Colin Green & Karen Gerard, 2009. "Exploring the social value of health‐care interventions: a stated preference discrete choice experiment," Health Economics, John Wiley & Sons, Ltd., vol. 18(8), pages 951-976, August.
    18. Alemu I, Jahson Berhane & Schuhmann, Peter & Agard, John, 2019. "Mixed preferences for lionfish encounters on reefs in Tobago: Results from a choice experiment," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    19. Djiby Racine Thiam & Ariel Dinar & Hebert Ntuli, 2021. "Promotion of residential water conservation measures in South Africa: the role of water-saving equipment," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 23(1), pages 173-210, January.
    20. Twan Huybers & Jeff Bennett, 2003. "Environmental Management and the Competitiveness of Nature-Based Tourism Destinations," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 24(3), pages 213-233, March.

    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:wly:hlthec:v:26:y:2017:i:12:p:1524-1533. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.