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Heterogeneity in physician's job preferences in a dual practice context – Evidence from a DCE

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  • Pestana, Joana
  • Frutuoso, João
  • Costa, Eduardo
  • Fonseca, Filipa

Abstract

Many countries are facing challenges in recruiting and retaining physicians, particularly in regions where the public and private sectors compete for doctors. Understanding the factors influencing physicians’ job choices can help inform policies aimed at attracting and retaining this valuable workforce. This study aims to elicit the strength of physicians' preferences regarding various job-related aspects, including earnings, time flexibility, discussion of clinical cases, frequency of facilities and equipment updates, training opportunities and autonomy in decision making.

Suggested Citation

  • Pestana, Joana & Frutuoso, João & Costa, Eduardo & Fonseca, Filipa, 2024. "Heterogeneity in physician's job preferences in a dual practice context – Evidence from a DCE," Social Science & Medicine, Elsevier, vol. 343(C).
  • Handle: RePEc:eee:socmed:v:343:y:2024:i:c:s0277953623009085
    DOI: 10.1016/j.socscimed.2023.116551
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    1. Mylene Lagarde & Nonglak Pagaiya & Viroj Tangcharoensathian & Duane Blaauw, 2013. "One Size Does Not Fit All: Investigating Doctors' Stated Preference Heterogeneity For Job Incentives To Inform Policy In Thailand," Health Economics, John Wiley & Sons, Ltd., vol. 22(12), pages 1452-1469, December.
    2. Julie Riise Kolstad, 2011. "How to make rural jobs more attractive to health workers. Findings from a discrete choice experiment in Tanzania," Health Economics, John Wiley & Sons, Ltd., vol. 20(2), pages 196-211, February.
    3. Eduardo Costa & Rita Santos & Pedro Pita Barros, 2021. "The Financial Sustainability of the Portuguese Health System," Contributions to Economic Analysis, in: The Sustainability of Health Care Systems in Europe, volume 127, pages 209-229, Emerald Group Publishing Limited.
    4. 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.
    5. Denzil G. Fiebig & Michael P. Keane & Jordan Louviere & Nada Wasi, 2010. "The Generalized Multinomial Logit Model: Accounting for Scale and Coefficient Heterogeneity," Marketing Science, INFORMS, vol. 29(3), pages 393-421, 05-06.
    6. Terence C. Cheng & Guyonne Kalb & Anthony Scott, 2018. "Public, private or both? Analyzing factors influencing the labour supply of medical specialists," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 51(2), pages 660-692, May.
    7. Jon Helgheim Holte & Peter Sivey & Birgit Abelsen & Jan Abel Olsen, 2016. "Modelling Nonlinearities and Reference Dependence in General Practitioners' Income Preferences," Health Economics, John Wiley & Sons, Ltd., vol. 25(8), pages 1020-1038, August.
    8. 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.
    9. Amos Tversky & Daniel Kahneman, 1991. "Loss Aversion in Riskless Choice: A Reference-Dependent Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 1039-1061.
    10. Jorien Veldwijk & Mattijs S Lambooij & Esther W de Bekker-Grob & Henriëtte A Smit & G Ardine de Wit, 2014. "The Effect of Including an Opt-Out Option in Discrete Choice Experiments," PLOS ONE, Public Library of Science, vol. 9(11), pages 1-9, November.
    11. Eggleston, Karen & Bir, Anupa, 2006. "Physician dual practice," Health Policy, Elsevier, vol. 78(2-3), pages 157-166, October.
    12. Correia, Tiago & Gomes, Inês & Nunes, Patrícia & Dussault, Gilles, 2020. "Health workforce monitoring in Portugal: Does it support strategic planning and policy-making?," Health Policy, Elsevier, vol. 124(3), pages 303-310.
    13. Culler, Steven D. & Bazzoli, Gloria J., 1985. "The moonlighting decisions of resident physicians," Journal of Health Economics, Elsevier, vol. 4(3), pages 283-292, September.
    14. 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.
    15. Esther W. de Bekker‐Grob & Mandy Ryan & Karen Gerard, 2012. "Discrete choice experiments in health economics: a review of the literature," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 145-172, February.
    16. Hole, Arne Risa, 2008. "Modelling heterogeneity in patients' preferences for the attributes of a general practitioner appointment," Journal of Health Economics, Elsevier, vol. 27(4), pages 1078-1094, July.
    17. 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.
    18. Reinhardt, U, 1972. "A Product Function for Physician Services," The Review of Economics and Statistics, MIT Press, vol. 54(1), pages 55-66, February.
    19. Socha, Karolina Z. & Bech, Mickael, 2011. "Physician dual practice: A review of literature," Health Policy, Elsevier, vol. 102(1), pages 1-7, September.
    20. Scott, Anthony, 2001. "Eliciting GPs' preferences for pecuniary and non-pecuniary job characteristics," Journal of Health Economics, Elsevier, vol. 20(3), pages 329-347, May.
    21. Pedro Ramos & Hélio Alves & Paulo Guimarães & Maria A. Ferreira, 2017. "Junior doctors’ medical specialty and practice location choice: simulating policies to overcome regional inequalities," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(8), pages 1013-1030, November.
    22. Czajkowski, Mikołaj & Budziński, Wiktor, 2019. "Simulation error in maximum likelihood estimation of discrete choice models," Journal of choice modelling, Elsevier, vol. 31(C), pages 73-85.
    23. Mehdi Ammi & Christine Peyron, 2016. "Heterogeneity in general practitioners' preferences for quality improvement programs: a choice experiment and policy simulation in France," Post-Print hal-01549999, HAL.
    24. Mehdi Ammi & Christine Peyron, 2016. "Heterogeneity in general practitioners’ preferences for quality improvement programs: a choice experiment and policy simulation in France," Health Economics Review, Springer, vol. 6(1), pages 1-11, December.
    25. Labelle, Roberta & Stoddart, Greg & Rice, Thomas, 1994. "A re-examination of the meaning and importance of supplier-induced demand," Journal of Health Economics, Elsevier, vol. 13(3), pages 347-368, October.
    26. Holte, Jon Helgheim & Kjaer, Trine & Abelsen, Birgit & Olsen, Jan Abel, 2015. "The impact of pecuniary and non-pecuniary incentives for attracting young doctors to rural general practice," Social Science & Medicine, Elsevier, vol. 128(C), pages 1-9.
    27. 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.
    28. 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.
    29. Hensher,David A. & Rose,John M. & Greene,William H., 2015. "Applied Choice Analysis," Cambridge Books, Cambridge University Press, number 9781107465923, October.
    30. 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.
    31. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    32. Fredrik Carlsson & Peter Martinsson, 2003. "Design techniques for stated preference methods in health economics," Health Economics, John Wiley & Sons, Ltd., vol. 12(4), pages 281-294, April.
    33. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
    34. Ferreira, Pedro L. & Raposo, Vitor & Tavares, Aida Isabel & Correia, Tiago, 2020. "Drivers for emigration among healthcare professionals: Testing an analytical model in a primary healthcare setting," Health Policy, Elsevier, vol. 124(7), pages 751-757.
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    More about this item

    Keywords

    Health workforce; Heterogeneous job preferences; Hospital; General practice; Discrete choice experiments; Mixed logit;
    All these keywords.

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets

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