IDEAS home Printed from https://ideas.repec.org/a/spr/patien/v14y2021i6d10.1007_s40271-021-00519-x.html
   My bibliography  Save this article

Methods for Conducting Stated Preference Research with Children and Adolescents in Health: A Scoping Review of the Application of Discrete Choice Experiments

Author

Listed:
  • Christine Michaels-Igbokwe

    (University of Calgary)

  • Gillian R. Currie

    (University of Calgary
    University of Calgary
    University of Calgary
    University of Calgary)

  • Bryanne L. Kennedy

    (University of Calgary)

  • Karen V. MacDonald

    (University of Calgary)

  • Deborah A. Marshall

    (University of Calgary
    University of Calgary
    University of Calgary
    University of Calgary)

Abstract

Background Discrete choice experiments (DCEs) are a common method used to describe and quantitatively assess preferences in health applications. Increasingly, DCEs have been used to elicit preferences from children and adolescents and generate evidence to inform policies affecting this population. Objectives The aim of this review was to summarize and describe the application of DCEs conducted with children and adolescents and describe author-reported age-specific considerations in design, implementation, and analysis. Methods A scoping review was conducted using a ‘pearl-growing’ technique whereby the reference lists of existing systematic reviews of DCEs were used to identify potential studies conducted with children or adolescents as respondents published between 1990 and 2017. This list was supplemented with an updated electronic search using the same strategy as the initial reviews to identify studies from 2017 to 2020. Results Of 480 studies identified, 19 were included; topics included vaccines (32%), drugs/medical devices (26%), treatment or health promotion interventions/programs (21%), warning labels on cigarettes/nicotine products (10%), and preferences for physical activity and healthy food choices (10%). The youngest reported age for independent DCE completion was 8 years. Approaches to assessing validity and reliability of choices were consistent with best practices for the conduct of DCEs. Reported age-specific considerations included use of visual aids, age-appropriate language, reducing task complexity and cognitive burden, and exploration of interpretation of willingness-to-pay. Conclusion The number of DCEs conducted with children and adolescents has increased in recent years. Detailed explanation of why reported age-specific considerations were necessary, how they could be used to interpret results, or to understand the appropriateness of this methodology for different age groups was limited. Despite a recognition of the need for special consideration when conducting DCEs in this population, the unique issues in the context of age-specific considerations are largely unexplored, and further research is required. Moving forward, stated preference research conducted with children and adolescents should report in more detail methods of recruitment, results of validity assessments, and provide specific reflection on the extent to which modeled results are consistent with expectations and underlying theory.

Suggested Citation

  • Christine Michaels-Igbokwe & Gillian R. Currie & Bryanne L. Kennedy & Karen V. MacDonald & Deborah A. Marshall, 2021. "Methods for Conducting Stated Preference Research with Children and Adolescents in Health: A Scoping Review of the Application of Discrete Choice Experiments," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 14(6), pages 741-758, November.
  • Handle: RePEc:spr:patien:v:14:y:2021:i:6:d:10.1007_s40271-021-00519-x
    DOI: 10.1007/s40271-021-00519-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40271-021-00519-x
    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/s40271-021-00519-x?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. 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.
    2. Dan Rigby & Caroline Vass & Katherine Payne, 2020. "Opening the ‘Black Box’: An Overview of Methods to Investigate the Decision-Making Process in Choice-Based Surveys," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 13(1), pages 31-41, February.
    3. Bing Wang & Gang Chen & Julie Ratcliffe & Hossein Haji Ali Afzali & Lynne Giles & Helen Marshall, 2017. "Adolescent values for immunisation programs in Australia: A discrete choice experiment," PLOS ONE, Public Library of Science, vol. 12(7), pages 1-14, July.
    4. 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.
    5. Christine Michaels-Igbokwe & Shannon MacDonald & Gillian R. Currie, 2017. "Individual Preferences for Child and Adolescent Vaccine Attributes: A Systematic Review of the Stated Preference Literature," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 10(6), pages 687-700, December.
    6. Lucinda Platt, 2016. "Conducting qualitative and quantitative research with children of different ages," LSE Research Online Documents on Economics 71258, London School of Economics and Political Science, LSE Library.
    7. Matthew Quaife & Robyn Eakle & Maria A. Cabrera Escobar & Peter Vickerman & Maggie Kilbourne-Brook & Mercy Mvundura & Sinead Delany-Moretlwe & Fern Terris-Prestholt, 2018. "Divergent Preferences for HIV Prevention: A Discrete Choice Experiment for Multipurpose HIV Prevention Products in South Africa," Medical Decision Making, , vol. 38(1), pages 120-133, January.
    8. Domino Determann & Dorte Gyrd-Hansen & G. Ardine de Wit & Esther W. de Bekker-Grob & Ewout W. Steyerberg & Mattijs S. Lambooij & Line Bjørnskov Pedersen, 2019. "Designing Unforced Choice Experiments to Inform Health Care Decision Making: Implications of Using Opt-Out, Neither, or Status Quo Alternatives in Discrete Choice Experiments," Medical Decision Making, , vol. 39(6), pages 681-692, August.
    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. Roberto Aringhieri & Patrick Hirsch & Marion S. Rauner & Melanie Reuter-Oppermanns & Margit Sommersguter-Reichmann, 2022. "Central European journal of operations research (CJOR) “operations research applied to health services (ORAHS) in Europe: general trends and ORAHS 2020 conference in Vienna, Austria”," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 30(1), pages 1-18, 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. Vikas Soekhai & Esther W. Bekker-Grob & Alan R. Ellis & Caroline M. Vass, 2019. "Discrete Choice Experiments in Health Economics: Past, Present and Future," PharmacoEconomics, Springer, vol. 37(2), pages 201-226, February.
    2. Arora, Nikita & dit Sourd, Romain Crastes & Quaife, Matthew & Vassall, Anna & Ferrari, Giulia & Alangea, Deda Ogum & Tawiah, Theresa & Dwommoh Prah, Rebecca Kyerewaa & Jewkes, Rachel & Hanson, Kara & , 2023. "The stated preferences of community-based volunteers for roles in the prevention of violence against women and girls in Ghana: A discrete choice analysis," Social Science & Medicine, Elsevier, vol. 324(C).
    3. Galina Williams & Irina Kinchin, 2023. "The application of discrete choice experiments eliciting young peoples’ preferences for healthcare: a systematic literature review," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(6), pages 987-998, August.
    4. Ostermann, Jan & Flaherty, Brian P. & Brown, Derek S. & Njau, Bernard & Hobbie, Amy M. & Mtuy, Tara B. & Masnick, Max & Mühlbacher, Axel C. & Thielman, Nathan M., 2021. "What factors influence HIV testing? Modeling preference heterogeneity using latent classes and class-independent random effects," Journal of choice modelling, Elsevier, vol. 40(C).
    5. Chavez, Daniel E. & Palma, Marco A. & Nayga, Rodolfo M. & Mjelde, James W., 2020. "Product availability in discrete choice experiments with private goods," Journal of choice modelling, Elsevier, vol. 36(C).
    6. Haghani, Milad & Bliemer, Michiel C.J. & Rose, John M. & Oppewal, Harmen & Lancsar, Emily, 2021. "Hypothetical bias in stated choice experiments: Part I. Macro-scale analysis of literature and integrative synthesis of empirical evidence from applied economics, experimental psychology and neuroimag," Journal of choice modelling, Elsevier, vol. 41(C).
    7. Sydenham, Rikke Vognbjerg & Jarbøl, Dorte Ejg & Hansen, Malene Plejdrup & Justesen, Ulrik Stenz & Watson, Verity & Pedersen, Line Bjørnskov, 2022. "Prescribing antibiotics: Factors driving decision-making in general practice. A discrete choice experiment," Social Science & Medicine, Elsevier, vol. 305(C).
    8. Jorien Veldwijk & Stella Maria Marceta & Joffre Dan Swait & Stefan Adriaan Lipman & Esther Wilhelmina Bekker-Grob, 2023. "Taking the Shortcut: Simplifying Heuristics in Discrete Choice Experiments," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 16(4), pages 301-315, July.
    9. Scott, Anthony & Witt, Julia, 2020. "Loss aversion, reference dependence and diminishing sensitivity in choice experiments," Journal of choice modelling, Elsevier, vol. 37(C).
    10. Rowen, Donna & Powell, Philip A. & Hole, Arne Risa & Aragon, Maria-Jose & Castelli, Adriana & Jacobs, Rowena, 2022. "Valuing quality in mental healthcare: A discrete choice experiment eliciting preferences from mental healthcare service users, mental healthcare professionals and the general population," Social Science & Medicine, Elsevier, vol. 301(C).
    11. de Bekker-Grob, E.W. & Donkers, B. & Bliemer, M.C.J. & Veldwijk, J. & Swait, J.D., 2020. "Can healthcare choice be predicted using stated preference data?," Social Science & Medicine, Elsevier, vol. 246(C).
    12. Wang, Sophie Y. & Cantarelli, Paola & Groene, Oliver & Stargardt, Tom & Belle, Nicola, 2023. "Patient expectations do matter - Experimental evidence on antibiotic prescribing decisions among hospital-based physicians," Health Policy, Elsevier, vol. 128(C), pages 11-17.
    13. Ou Yang & Peter Sivey & Andrea M. de Silva & Anthony Scott, 2020. "Parents' Demand for Sugar Sweetened Beverages for Their Pre‐School Children: Evidence from a Stated‐Preference Experiment," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(2), pages 480-504, March.
    14. Milad Haghani & Michiel C. J. Bliemer & John M. Rose & Harmen Oppewal & Emily Lancsar, 2021. "Hypothetical bias in stated choice experiments: Part I. Integrative synthesis of empirical evidence and conceptualisation of external validity," Papers 2102.02940, arXiv.org.
    15. Matthew Quaife & Peter Vickerman & Shanthi Manian & Robyn Eakle & Maria A. Cabrera‐Escobar & Sinead Delany‐Moretlwe & Fern Terris‐Prestholt, 2018. "The effect of HIV prevention products on incentives to supply condomless commercial sex among female sex workers in South Africa," Health Economics, John Wiley & Sons, Ltd., vol. 27(10), pages 1550-1566, October.
    16. Ruvini M. Hettiarachchi & Sanjeewa Kularatna & Joshua Byrnes & Brendan Mulhern & Gang Chen & Paul A. Scuffham, 2023. "Valuing the Dental Caries Utility Index in Australia," Medical Decision Making, , vol. 43(7-8), pages 901-913, October.
    17. Rebecca C. A. Tobi & Francesca Harris & Ritu Rana & Kerry A. Brown & Matthew Quaife & Rosemary Green, 2019. "Sustainable Diet Dimensions. Comparing Consumer Preference for Nutrition, Environmental and Social Responsibility Food Labelling: A Systematic Review," Sustainability, MDPI, vol. 11(23), pages 1-22, November.
    18. Buckell, John & Hess, Stephane, 2019. "Stubbing out hypothetical bias: improving tobacco market predictions by combining stated and revealed preference data," Journal of Health Economics, Elsevier, vol. 65(C), pages 93-102.
    19. Haghani, Milad & Sarvi, Majid, 2019. "Laboratory experimentation and simulation of discrete direction choices: Investigating hypothetical bias, decision-rule effect and external validity based on aggregate prediction measures," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 134-157.
    20. Matteo Migheli & Margherita Saraceno, 2023. "On the propensity to settle or litigate in laboratory disputes," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(2), pages 615-642, July.

    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:14:y:2021:i:6:d:10.1007_s40271-021-00519-x. 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.