IDEAS home Printed from https://ideas.repec.org/a/sae/medema/v33y2013i4p544-546.html
   My bibliography  Save this article

A Note on the Expected Biases in Conventional Iterative Health State Valuation Protocols

Author

Listed:
  • Laura Ternent
  • Aki Tsuchiya

Abstract

Background . Typical health state valuation exercises use tradeoff methods, such as the time tradeoff or the standard gamble, involving a series of iterated questions so that a value for each health state by each individual respondent is elicited. This iterative process is a source of potential biases, but this has not received much attention in the health state valuation literature. The issue has been researched widely in the contingent valuation (CV) literature, which elicits the monetary value of hypothetical outcomes. Methods . The lessons learned in the CV literature are revisited in the context of the design and administration of health state valuations. The article introduces the main known biases in the CV literature and then examines how each might affect conventional iterative health state valuations. Results . Of the 8 main types of biases, starting point bias, range bias, and incentive incompatibility bias are found to be potentially relevant. Furthermore, the magnitude and direction of the bases are unlikely to be uniform and depend on the range of the value (e.g., between 0 and 0.5). Limitation . This is an overview article, and the conclusions drawn need to be tested empirically. Conclusions . Health state valuation studies, like CV studies, are susceptible to a number of possible biases that affect the resulting values. Their magnitude and direction are unlikely to be uniform, and thus empirical studies are needed to diagnose the problem and, if necessary, to address it.

Suggested Citation

  • Laura Ternent & Aki Tsuchiya, 2013. "A Note on the Expected Biases in Conventional Iterative Health State Valuation Protocols," Medical Decision Making, , vol. 33(4), pages 544-546, May.
  • Handle: RePEc:sae:medema:v:33:y:2013:i:4:p:544-546
    DOI: 10.1177/0272989X12475093
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0272989X12475093
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0272989X12475093?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. Paul McNamee & Laura Ternent & Adjima Gbangou & David Newlands, 2010. "A game of two halves? Incentive incompatibility, starting point bias and the bidding game contingent valuation method," Health Economics, John Wiley & Sons, Ltd., vol. 19(1), pages 75-87, January.
    2. Richard C. Ready & Jean C. Buzby & Dayuan Hu, 1996. "Differences between Continuous and Discrete Contingent Value Estimates," Land Economics, University of Wisconsin Press, vol. 72(3), pages 397-411.
    3. David K. Whynes & Jane L. Wolstenholme & Emma Frew, 2004. "Evidence of range bias in contingent valuation payment scales," Health Economics, John Wiley & Sons, Ltd., vol. 13(2), pages 183-190, February.
    4. Laura O. Taylor & Ronald G. Cummings, 1999. "Unbiased Value Estimates for Environmental Goods: A Cheap Talk Design for the Contingent Valuation Method," American Economic Review, American Economic Association, vol. 89(3), pages 649-665, June.
    5. Klose, Thomas, 1999. "The contingent valuation method in health care," Health Policy, Elsevier, vol. 47(2), pages 97-123, May.
    6. Ulla Slothuus Skjoldborg & Dorte Gyrd‐Hansen, 2003. "Conjoint analysis. The cost variable: an Achilles' heel?," Health Economics, John Wiley & Sons, Ltd., vol. 12(6), pages 479-491, June.
    7. M. R. Bhatia, 2005. "From evidence to calibration for starting point bias: willingness to pay for treated mosquito nets in Gujarat, India," Applied Economics, Taylor & Francis Journals, vol. 37(1), pages 1-7.
    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. Mujuka, Esther & Mburu, John & Ackello-Ogutu, Chris & Ambuko, Jane, 2021. "Willingness to Pay for Postharvest Technologies and Its Influencing Factors Among Smallholder Mango Farmers in Kenya," 2021 Conference, August 17-31, 2021, Virtual 315331, International Association of Agricultural Economists.
    2. Yan Feng & Arne Risa Hole & Milad Karimi & Aki Tsuchiya & Ben van Hout, 2018. "An exploration of the non‐iterative time trade‐off method to value health states," Health Economics, John Wiley & Sons, Ltd., vol. 27(8), pages 1247-1263, August.
    3. Bansback, Nick & Hole, Arne Risa & Mulhern, Brendan & Tsuchiya, Aki, 2014. "Testing a discrete choice experiment including duration to value health states for large descriptive systems: Addressing design and sampling issues," Social Science & Medicine, Elsevier, vol. 114(C), pages 38-48.
    4. José Luis Pinto‐Prades & Neil McHugh & Cam Donaldson & Sarkis Manoukian, 2019. "Sequence effects in time trade‐off valuation of hypothetical health states," Health Economics, John Wiley & Sons, Ltd., vol. 28(11), pages 1308-1319, November.
    5. Arthur E. Attema & Marieke Krol & Job Exel & Werner B. F. Brouwer, 2018. "New findings from the time trade-off for income approach to elicit willingness to pay for a quality adjusted life year," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(2), pages 277-291, March.

    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. Carola Braun & Katrin Rehdanz & Ulrich Schmidt, 2016. "Validity of Willingness to Pay Measures under Preference Uncertainty," PLOS ONE, Public Library of Science, vol. 11(4), pages 1-17, April.
    2. Lopez-Becerra, E.I. & Alcon, F., 2021. "Social desirability bias in the environmental economic valuation: An inferred valuation approach," Ecological Economics, Elsevier, vol. 184(C).
    3. David Whynes & Emma Frew & Jane Wolstenholme, 2005. "Willingness-to-Pay and Demand Curves: A Comparison of Results Obtained Using Different Elicitation Formats," International Journal of Health Economics and Management, Springer, vol. 5(4), pages 369-386, December.
    4. Dorte Gyrd‐Hansen & Mette Lundsby Jensen & Trine Kjaer, 2014. "Framing The Willingness‐To‐Pay Question: Impact On Response Patterns And Mean Willingness To Pay," Health Economics, John Wiley & Sons, Ltd., vol. 23(5), pages 550-563, May.
    5. Phil Shackley & Simon Dixon, 2014. "The Random Card Sort Method And Respondent Certainty In Contingent Valuation: An Exploratory Investigation Of Range Bias," Health Economics, John Wiley & Sons, Ltd., vol. 23(10), pages 1213-1223, October.
    6. Kangethe, Anne & Franic, Duska M. & Corso, Phaedra S., 2016. "Comparing the validity of the payment card and structured haggling willingness to pay methods: The case of a diabetes prevention program in rural Kenya," Social Science & Medicine, Elsevier, vol. 169(C), pages 86-96.
    7. Lars Hein & Pete Roberts & Lucia Gonzalez, 2016. "Valuing a Statistical Life Year in Relation to Clean Air," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 18(04), pages 1-24, December.
    8. Laia Soler & Nicolas Borzykowski, 2021. "The costs of celiac disease: a contingent valuation in Switzerland," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(9), pages 1487-1505, December.
    9. Laura J. Damschroder & Peter A. Ubel & Jason Riis & Dylan M. Smith, 2007. "An alternative approach for eliciting willingness-to-pay: A randomized Internet trial," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 2, pages 96-106, April.
    10. Jayson L. Lusk & Darren Hudson, 2004. "Willingness-to-Pay Estimates and Their Relevance to Agribusiness Decision Making," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 26(2), pages 152-169.
    11. Clive L Spash, 2008. "The Contingent Valuation Method: Retrospect and Prospect," Socio-Economics and the Environment in Discussion (SEED) Working Paper Series 2008-04, CSIRO Sustainable Ecosystems.
    12. Mickael Bech & Trine Kjaer & Jørgen Lauridsen, 2011. "Does the number of choice sets matter? Results from a web survey applying a discrete choice experiment," Health Economics, John Wiley & Sons, Ltd., vol. 20(3), pages 273-286, March.
    13. Zoë Philips & David K. Whynes & Mark Avis, 2006. "Testing the construct validity of willingness to pay valuations using objective information about risk and health benefit," Health Economics, John Wiley & Sons, Ltd., vol. 15(2), pages 195-204, February.
    14. Raymond Y. T. Yeung & Richard D. Smith & Lai‐Ming Ho & Janice M. Johnston & Gabriel M. Leung, 2006. "Empirical implications of response acquiescence in discrete‐choice contingent valuation," Health Economics, John Wiley & Sons, Ltd., vol. 15(10), pages 1077-1089, October.
    15. Shono, Aiko & Kondo, Masahide & Ohmae, Hiroshi & Okubo, Ichiro, 2014. "Willingness to pay for public health services in rural Central Java, Indonesia: Methodological considerations when using the contingent valuation method," Social Science & Medicine, Elsevier, vol. 110(C), pages 31-40.
    16. Paul McNamee & Laura Ternent & Adjima Gbangou & David Newlands, 2010. "A game of two halves? Incentive incompatibility, starting point bias and the bidding game contingent valuation method," Health Economics, John Wiley & Sons, Ltd., vol. 19(1), pages 75-87, January.
    17. Emma J. Frew & David K. Whynes & Jane L. Wolstenholme, 2003. "Eliciting Willingness to Pay: Comparing Closed-Ended with Open-Ended and Payment Scale Formats," Medical Decision Making, , vol. 23(2), pages 150-159, March.
    18. Smith, Richard D., 2005. "Sensitivity to scale in contingent valuation: the importance of the budget constraint," Journal of Health Economics, Elsevier, vol. 24(3), pages 515-529, May.
    19. Watson, Verity & Ryan, Mandy, 2007. "Exploring preference anomalies in double bounded contingent valuation," Journal of Health Economics, Elsevier, vol. 26(3), pages 463-482, May.
    20. repec:cup:judgdm:v:2:y:2007:i::p:96-106 is not listed on IDEAS
    21. Mandy Ryan & Verity Watson, 2009. "Comparing welfare estimates from payment card contingent valuation and discrete choice experiments," Health Economics, John Wiley & Sons, Ltd., vol. 18(4), pages 389-401, April.

    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:33:y:2013:i:4:p:544-546. 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.