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Systematic review and validity assessment of methods used in discrete choice experiments of primary healthcare professionals

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  • Gregory Merlo

    (University of Queensland
    University of Queensland)

  • Mieke Driel

    (University of Queensland)

  • Lisa Hall

    (University of Queensland
    University of Queensland)

Abstract

Introduction Discrete choice experiments (DCEs) have been used to measure patient and healthcare professionals preferences in a range of settings internationally. Using DCEs in primary care is valuable for determining how to improve rational shared decision making. The purpose of this systematic review is to assess the validity of the methods used for DCEs assessing the decision making of healthcare professionals in primary care. Main body A systematic search was conducted to identify articles with original data from a discrete choice experiment where the population was primary healthcare professionals. All publication dates from database inception to 29th February 2020 were included. A data extraction and validity assessment template based on guidelines was used. After screening, 34 studies met the eligibility criteria and were included in the systematic review. The sample sizes of the DCEs ranged from 10 to 3727. The published DCEs often provided insufficient detail about the process of determining the attributes and levels. The majority of the studies did not involve primary care healthcare professionals outside of the research team in attribute identification and selection. Less than 80% of the DCEs were piloted and few papers investigated internal or external validity. Conclusions For findings to translate into improvements in rational shared decision making in primary care DCEs need to be internally and externally valid and the findings need to be able to be communicated to stakeholders in a way that is understandable and relevant.

Suggested Citation

  • Gregory Merlo & Mieke Driel & Lisa Hall, 2020. "Systematic review and validity assessment of methods used in discrete choice experiments of primary healthcare professionals," Health Economics Review, Springer, vol. 10(1), pages 1-9, December.
  • Handle: RePEc:spr:hecrev:v:10:y:2020:i:1:d:10.1186_s13561-020-00295-8
    DOI: 10.1186/s13561-020-00295-8
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    1. Li, Jinhu & Scott, Anthony & McGrail, Matthew & Humphreys, John & Witt, Julia, 2014. "Retaining rural doctors: Doctors' preferences for rural medical workforce incentives," Social Science & Medicine, Elsevier, vol. 121(C), pages 56-64.
    2. Line Bjørnskov Pedersen & Julie Riise & Arne Risa Hole & Dorte Gyrd-Hansen, 2014. "GPs' shifting agencies in choice of treatment," Applied Economics, Taylor & Francis Journals, vol. 46(7), pages 750-761, March.
    3. Fiebig, Denzil G. & Haas, Marion & Hossain, Ishrat & Street, Deborah J. & Viney, Rosalie, 2009. "Decisions about Pap tests: What influences women and providers?," Social Science & Medicine, Elsevier, vol. 68(10), pages 1766-1774, May.
    4. Scott, Anthony & Witt, Julia & Humphreys, John & Joyce, Catherine & Kalb, Guyonne & Jeon, Sung-Hee & McGrail, Matthew, 2013. "Getting doctors into the bush: General Practitioners' preferences for rural location," Social Science & Medicine, Elsevier, vol. 96(C), pages 33-44.
    5. Pedersen, Line Bjørnskov & Kjær, Trine & Kragstrup, Jakob & Gyrd-Hansen, Dorte, 2012. "General practitioners’ preferences for the organisation of primary care: A discrete choice experiment," Health Policy, Elsevier, vol. 106(3), pages 246-256.
    6. Caroline Vass & Dan Rigby & Katherine Payne, 2017. "The Role of Qualitative Research Methods in Discrete Choice Experiments," Medical Decision Making, , vol. 37(3), pages 298-313, April.
    7. Line Pedersen & Dorte Gyrd-Hansen, 2014. "Preference for practice: a Danish study on young doctors’ choice of general practice using a discrete choice experiment," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(6), pages 611-621, July.
    8. Sicsic, Jonathan & Krucien, Nicolas & Franc, Carine, 2016. "What are GPs' preferences for financial and non-financial incentives in cancer screening? Evidence for breast, cervical, and colorectal cancers," Social Science & Medicine, Elsevier, vol. 167(C), pages 116-127.
    9. 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.
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    1. Chris Sampson’s journal round-up for 11th January 2021
      by Chris Sampson in The Academic Health Economists' Blog on 2021-01-11 12:00:06

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