IDEAS home Printed from https://ideas.repec.org/a/spr/patien/v7y2014i2p151-170.html
   My bibliography  Save this article

Risk as an Attribute in Discrete Choice Experiments: A Systematic Review of the Literature

Author

Listed:
  • Mark Harrison
  • Dan Rigby
  • Caroline Vass
  • Terry Flynn
  • Jordan Louviere
  • Katherine Payne

Abstract

Improvements in reporting and transparency of risk presentation from conception to the analysis of DCEs are needed. To define best practice, further research is needed to test how the process of communicating risk affects the way in which people value risk attributes in DCEs. Copyright Springer International Publishing Switzerland 2014

Suggested Citation

  • Mark Harrison & Dan Rigby & Caroline Vass & Terry Flynn & Jordan Louviere & Katherine Payne, 2014. "Risk as an Attribute in Discrete Choice Experiments: A Systematic Review of the Literature," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 7(2), pages 151-170, June.
    • Handle: RePEc:spr:patien:v:7:y:2014:i:2:p:151-170
    DOI: 10.1007/s40271-014-0048-1
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s40271-014-0048-1
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s40271-014-0048-1?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. Johansson,Per-Olov, 1995. "Evaluating Health Risks," Cambridge Books, Cambridge University Press, number 9780521478786, September.
    2. Daniel Kahneman & Robert Sugden, 2005. "Experienced Utility as a Standard of Policy Evaluation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 32(1), pages 161-181, September.
    3. Richard Carson & Nicholas Flores & Norman Meade, 2001. "Contingent Valuation: Controversies and Evidence," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 19(2), pages 173-210, June.
    4. Hammitt, James K & Graham, John D, 1999. "Willingness to Pay for Health Protection: Inadequate Sensitivity to Probability?," Journal of Risk and Uncertainty, Springer, vol. 18(1), pages 33-62, April.
    5. Denzil G. Fiebig & Stephanie Knox & Rosalie Viney & Marion Haas & Deborah J. Street, 2011. "Preferences for new and existing contraceptive products," Health Economics, John Wiley & Sons, Ltd., vol. 20(S1), pages 35-52, September.
    6. Denise Bijlenga & Gouke J. Bonsel & Erwin Birnie, 2011. "Eliciting willingness to pay in obstetrics: comparing a direct and an indirect valuation method for complex health outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 20(11), pages 1392-1406, November.
    7. Takahiro Tsuge & Atsuo Kishimoto & Kenji Takeuchi, 2005. "A Choice Experiment Approach to the Valuation of Mortality," Journal of Risk and Uncertainty, Springer, vol. 31(1), pages 73-95, July.
    8. Stirling Bryan & Tracy Roberts & Chris Heginbotham & Alison McCallum, 2002. "QALY‐maximisation and public preferences: results from a general population survey," Health Economics, John Wiley & Sons, Ltd., vol. 11(8), pages 679-693, December.
    9. Dale Whittington, 2002. "Improving the Performance of Contingent Valuation Studies in Developing Countries," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 323-367, June.
    10. Louviere, Jordan J. & Lancsar, Emily, 2009. "Choice experiments in health: the good, the bad, the ugly and toward a brighter future," Health Economics, Policy and Law, Cambridge University Press, vol. 4(4), pages 527-546, October.
    11. 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.
    12. Torbica, Aleksandra & Fattore, Giovanni, 2010. "Understanding the impact of economic evidence on clinical decision making: A discrete choice experiment in cardiology," Social Science & Medicine, Elsevier, vol. 70(10), pages 1536-1543, May.
    13. Viscusi, W. Kip, 1985. "A Bayesian perspective on biases in risk perception," Economics Letters, Elsevier, vol. 17(1-2), pages 59-62.
    14. 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.
    15. Boeri, Marco & Longo, Alberto & Grisolía, José M. & Hutchinson, W. George & Kee, Frank, 2013. "The role of regret minimisation in lifestyle choices affecting the risk of coronary heart disease," Journal of Health Economics, Elsevier, vol. 32(1), pages 253-260.
    16. Harry Telser & Peter Zweifel, 2007. "Validity of discrete-choice experiments evidence for health risk reduction," Applied Economics, Taylor & Francis Journals, vol. 39(1), pages 69-78.
    17. 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.
    18. Jane Hall & Patricia Kenny & Madeleine King & Jordan Louviere & Rosalie Viney & Angela Yeoh, 2002. "Using stated preference discrete choice modelling to evaluate the introduction of varicella vaccination," Health Economics, John Wiley & Sons, Ltd., vol. 11(5), pages 457-465, July.
    19. Johansson,Per-Olov, 1995. "Evaluating Health Risks," Cambridge Books, Cambridge University Press, number 9780521472852, September.
    20. Raymond Y.T. Yeung & Richard D. Smith & Sarah M. McGhee, 2003. "Willingness to pay and size of health benefit: an integrated model to test for ‘sensitivity to scale’," Health Economics, John Wiley & Sons, Ltd., vol. 12(9), pages 791-796, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Thesis Thursday: Caroline Vass
      by Chris Sampson in The Academic Health Economists' Blog on 2017-12-21 13:00:52

    Citations

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


    Cited by:

    1. John F. P. Bridges & Jui-Hua Tsai & Ellen Janssen & Norah L. Crossnohere & Ryan Fischer & Holly Peay, 2019. "How Do Members of the Duchenne and Becker Muscular Dystrophy Community Perceive a Discrete-Choice Experiment Incorporating Uncertain Treatment Benefit? An Application of Research as an Event," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 12(2), pages 247-257, April.
    2. Pierre-Alexandre Mahieu & Henrik Andersson & Olivier Beaumais & Romain Crastes dit Sourd & Stephane Hess & François-Charles Wolff, 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, Springer, vol. 98(3), pages 201-220, December.
    3. Souraya Sidani & Dana R. Epstein & Mary Fox & Joyal Miranda, 2018. "Psychometric Properties of the Treatment Perception and Preferences Measure," Clinical Nursing Research, , vol. 27(6), pages 743-761, July.
    4. Sung Eun Choi & Seth A. Berkowitz & John S. Yudkin & Huseyin Naci & Sanjay Basu, 2019. "Personalizing Second-Line Type 2 Diabetes Treatment Selection: Combining Network Meta-analysis, Individualized Risk, and Patient Preferences for Unified Decision Support," Medical Decision Making, , vol. 39(3), pages 239-252, April.
    5. Ellen M. Janssen & Jodi B. Segal & John F. P. Bridges, 2016. "A Framework for Instrument Development of a Choice Experiment: An Application to Type 2 Diabetes," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 9(5), pages 465-479, October.
    6. Verity Watson & Frauke Becker & Esther de Bekker‐Grob, 2017. "Discrete Choice Experiment Response Rates: A Meta‐analysis," Health Economics, John Wiley & Sons, Ltd., vol. 26(6), pages 810-817, June.
    7. Alison Pearce & Mark Harrison & Verity Watson & Deborah J. Street & Kirsten Howard & Nick Bansback & Stirling Bryan, 2021. "Respondent Understanding in Discrete Choice Experiments: A Scoping Review," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 14(1), pages 17-53, January.
    8. Hangjian Wu & Emmanouil Mentzakis & Marije Schaafsma, 2022. "Exploring Different Assumptions about Outcome-Related Risk Perceptions in Discrete Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(3), pages 531-572, March.
    9. Mesfin G. Genie & Mandy Ryan & Nicolas Krucien, 2023. "Keeping an eye on cost: What can eye tracking tell us about attention to cost information in discrete choice experiments?," Health Economics, John Wiley & Sons, Ltd., vol. 32(5), pages 1101-1119, May.
    10. Patricia Kenny & Stephen Goodall & Deborah J. Street & Jessica Greene, 2017. "Choosing a Doctor: Does Presentation Format Affect the Way Consumers Use Health Care Performance Information?," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 10(6), pages 739-751, December.
    11. Jason J. Ong & Nyasule Neke & Mwita Wambura & Evodius Kuringe & Jonathan M. Grund & Marya Plotkin & Marc d’Elbée & Sergio Torres-Rueda & Hally R. Mahler & Helen A. Weiss & Fern Terris-Prestholt, 2019. "Use of Lotteries for the Promotion of Voluntary Medical Male Circumcision Service: A Discrete-Choice Experiment among Adult Men in Tanzania," Medical Decision Making, , vol. 39(4), pages 474-485, May.
    12. Caroline Vass & Dan Rigby & Katherine Payne, 2019. "“I Was Trying to Do the Maths”: Exploring the Impact of Risk Communication in Discrete Choice Experiments," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 12(1), pages 113-123, February.
    13. Maithili R. P. Singh & Jugal Kishor, 2018. "The Corporate Image As A Weapon In The Attraction Of Prospective Employe," Working papers 2018-28-13, Voice of Research.
    14. Axel C. Mühlbacher & Andrew Sadler & Christin Juhnke, 2021. "Personalized diabetes management: what do patients with diabetes mellitus prefer? A discrete choice experiment," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(3), pages 425-443, April.
    15. Nick Bansback & Mark Harrison & Carlo Marra, 2016. "Does Introducing Imprecision around Probabilities for Benefit and Harm Influence the Way People Value Treatments?," Medical Decision Making, , vol. 36(4), pages 490-502, May.
    16. Bansal, Prateek & Kessels, Roselinde & Krueger, Rico & Graham, Daniel J., 2022. "Preferences for using the London Underground during the COVID-19 pandemic," Transportation Research Part A: Policy and Practice, Elsevier, vol. 160(C), pages 45-60.
    17. Michelle Queally & Edel Doherty & Francis Finucane & Ciaran O’Neill, 2020. "Preferences for Weight Loss Treatment Amongst Treatment-Seeking Patients with Severe Obesity: A Discrete Choice Experiment," Applied Health Economics and Health Policy, Springer, vol. 18(5), pages 689-698, October.
    18. Robert J. Johnston & Kevin J. Boyle & Wiktor (Vic) Adamowicz & Jeff Bennett & Roy Brouwer & Trudy Ann Cameron & W. Michael Hanemann & Nick Hanley & Mandy Ryan & Riccardo Scarpa & Roger Tourangeau & Ch, 2017. "Contemporary Guidance for Stated Preference Studies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 319-405.
    19. Edward J. D. Webb & David Meads & Ieva Eskyte & Natalie King & Naila Dracup & Jeremy Chataway & Helen L. Ford & Joachim Marti & Sue H. Pavitt & Klaus Schmierer & Ana Manzano, 2018. "A Systematic Review of Discrete-Choice Experiments and Conjoint Analysis Studies in People with Multiple Sclerosis," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 11(4), pages 391-402, August.
    20. Stolk-Vos, Aline C. & Attema, Arthur E. & Manzulli, Michele & van de Klundert, Joris J., 2022. "Do patients and other stakeholders value health service quality equally? A prospect theory based choice experiment in cataract care," Social Science & Medicine, Elsevier, vol. 294(C).
    21. Wolf Rogowski & Katherine Payne & Petra Schnell-Inderst & Andrea Manca & Ursula Rochau & Beate Jahn & Oguzhan Alagoz & Reiner Leidl & Uwe Siebert, 2015. "Concepts of ‘Personalization’ in Personalized Medicine: Implications for Economic Evaluation," PharmacoEconomics, Springer, vol. 33(1), pages 49-59, January.

    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. 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.
    2. Richard T. Carson, 2011. "Contingent Valuation," Books, Edward Elgar Publishing, number 2489.
    3. Bernard van denBerg & Werner Brouwer & Job van Exel & Marc Koopmanschap, 2005. "Economic valuation of informal care: the contingent valuation method applied to informal caregiving," Health Economics, John Wiley & Sons, Ltd., vol. 14(2), pages 169-183, February.
    4. Andersson, Henrik & Hole, Arne Risa & Svensson, Mikael, 2016. "Valuation of small and multiple health risks: A critical analysis of SP data applied to food and water safety," Journal of Environmental Economics and Management, Elsevier, vol. 75(C), pages 41-53.
    5. Rodgers Makwinja & Ishmael Bobby Mphangwe Kosamu & Chikumbusko Chiziwa Kaonga, 2019. "Determinants and Values of Willingness to Pay for Water Quality Improvement: Insights from Chia Lagoon, Malawi," Sustainability, MDPI, vol. 11(17), pages 1-26, August.
    6. Thijs Dekker & Roy Brouwer & Marjan Hofkes & Klaus Moeltner, 2011. "The Effect of Risk Context on the Value of a Statistical Life: a Bayesian Meta-model," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 49(4), pages 597-624, August.
    7. Karen Blumenschein & GlennC. Blomquist & Magnus Johannesson & Nancy Horn & Patricia Freeman, 2008. "Eliciting Willingness to Pay Without Bias: Evidence from a Field Experiment," Economic Journal, Royal Economic Society, vol. 118(525), pages 114-137, January.
    8. 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.
    9. Ortiz, Ramon Arigoni & Markandya, Anil & Hunt, Alistair, 2009. "Willingness to Pay for Mortality Risk Reduction Associated with Air Pollution in Sao Paulo," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 63(1), April.
    10. Pierre-Alexandre Mahieu & Henrik Andersson & Olivier Beaumais & Romain Crastes & François-Charles Wolff, 2014. "Is Choice Experiment Becoming more Popular than Contingent Valuation? A Systematic Review in Agriculture, Environment and Health," Working Papers 2014.12, FAERE - French Association of Environmental and Resource Economists.
    11. Andersson, Henrik, 2006. "Willingness to Pay for Road Safety and Estimates of the Risk of Death: Evidence from a Swedish Contingent Valuation Study," Working Papers 2006:5, Swedish National Road & Transport Research Institute (VTI).
    12. Matthew Quaife & Fern Terris-Prestholt & Gian Luca Di Tanna & Peter Vickerman, 2018. "How well do discrete choice experiments predict health choices? A systematic review and meta-analysis of external validity," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(8), pages 1053-1066, November.
    13. 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.
    14. Michael Clark & Domino Determann & Stavros Petrou & Domenico Moro & Esther Bekker-Grob, 2014. "Discrete Choice Experiments in Health Economics: A Review of the Literature," PharmacoEconomics, Springer, vol. 32(9), pages 883-902, September.
    15. Joanna Coast & Hareth Al‐Janabi & Eileen J. Sutton & Susan A. Horrocks & A. Jane Vosper & Dawn R. Swancutt & Terry N. Flynn, 2012. "Using qualitative methods for attribute development for discrete choice experiments: issues and recommendations," Health Economics, John Wiley & Sons, Ltd., vol. 21(6), pages 730-741, June.
    16. 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.
    17. Clarke, Philip M., 1998. "Cost-benefit analysis and mammographic screening: a travel cost approach," Journal of Health Economics, Elsevier, vol. 17(6), pages 767-787, December.
    18. Richard D. Smith, 2003. "Construction of the contingent valuation market in health care:a critical assessment," Health Economics, John Wiley & Sons, Ltd., vol. 12(8), pages 609-628, August.
    19. Blomquist, Glenn C. & Coomes, Paul A. & Jepsen, Christopher & Koford, Brandon C. & Troske, Kenneth R., 2014. "Estimating the social value of higher education: willingness to pay for community and technical colleges," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 5(1), pages 3-41, January.
    20. Lamiraud, Karine & von Bremen, Konrade & Donaldson, Cam, 2009. "The impact of information on patient preferences in different delivery patterns: A contingent valuation study of prescription versus OTC drugs," Health Policy, Elsevier, vol. 93(2-3), pages 102-110, 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:patien:v:7:y:2014:i:2:p:151-170. 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.