IDEAS home Printed from https://ideas.repec.org/p/yor/hectdg/22-26.html
   My bibliography  Save this paper

An assessment of physicians’ risk attitudes using laboratory and field data

Author

Listed:
  • Castro, M.F.;
  • Guccio, C.;
  • Romeo, D.;

Abstract

By employing a large sample of both laboratory and field data, we investigate whether attitudes towards risk significantly vary between physicians, medical students and non-medical students. Also, we look for differences in risk propensity between laboratory and artefactual field experimental sessions and control for individuals’ characteristics that may affect risk attitude. Results show significant variation in risk attitude, regardless of the estimation technique employed (linear regression, interval regression and maximum likelihood estimation), suggesting constant relative risk aversion (CRRA) as a supported representation of risk preferences. Finally, data consistently show that physicians are more risk-seeking in the monetary domain than other subject groups.

Suggested Citation

  • Castro, M.F.; & Guccio, C.; & Romeo, D.;, 2022. "An assessment of physicians’ risk attitudes using laboratory and field data," Health, Econometrics and Data Group (HEDG) Working Papers 22/26, HEDG, c/o Department of Economics, University of York.
    • Handle: RePEc:yor:hectdg:22/26
    as

    Download full text from publisher

    File URL: https://www.york.ac.uk/media/economics/documents/hedg/workingpapers/2022/2226.pdf
    File Function: Main text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Filippin, Antonio & Crosetto, Paolo, 2014. "A Reconsideration of Gender Differences in Risk Attitudes," IZA Discussion Papers 8184, Institute of Labor Economics (IZA).
    2. Catherine C. Eckel & Philip J. Grossman, 2002. "Sex Differences and Statistical Stereotyping in Attitudes Toward Financial Risk," Monash Economics Working Papers archive-03, Monash University, Department of Economics.
    3. Camerer, Colin F & Hogarth, Robin M, 1999. "The Effects of Financial Incentives in Experiments: A Review and Capital-Labor-Production Framework," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 7-42, December.
    4. Castro, M.F. & Romeo, D., 2021. "Do National Health Guidelines increase coordination level among physicians? An experimental investigation," Health, Econometrics and Data Group (HEDG) Working Papers 21/09, HEDG, c/o Department of Economics, University of York.
    5. Engel, Christoph & Kirchkamp, Oliver, 2019. "How to deal with inconsistent choices on multiple price lists," Journal of Economic Behavior & Organization, Elsevier, vol. 160(C), pages 138-157.
    6. Chandra, Amitabh & Cutler, David & Song, Zirui, 2011. "Who Ordered That? The Economics of Treatment Choices in Medical Care," Handbook of Health Economics, in: Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), Handbook of Health Economics, volume 2, chapter 0, pages 397-432, Elsevier.
    7. Goldzahl, Léontine, 2017. "Contributions of risk preference, time orientation and perceptions to breast cancer screening regularity," Social Science & Medicine, Elsevier, vol. 185(C), pages 147-157.
    8. Norbert Hirschauer & Oliver Musshoff & Syster C. Maart-Noelck & Sven Gruener, 2014. "Eliciting risk attitudes -- how to avoid mean and variance bias in Holt-and-Laury lotteries," Applied Economics Letters, Taylor & Francis Journals, vol. 21(1), pages 35-38, January.
    9. Steffen Andersen & Glenn Harrison & Morten Lau & E. Rutström, 2009. "Elicitation using multiple price list formats," Experimental Economics, Springer;Economic Science Association, vol. 12(3), pages 365-366, September.
    10. Galizzi, Matteo M. & Miraldo, Marisa & Stavropoulou, Charitini & van der Pol, Marjon, 2016. "Doctor–patient differences in risk and time preferences: A field experiment," Journal of Health Economics, Elsevier, vol. 50(C), pages 171-182.
    11. Mohammed Abdellaoui & Ahmed Driouchi & Olivier L’Haridon, 2011. "Risk aversion elicitation: reconciling tractability and bias minimization," Theory and Decision, Springer, vol. 71(1), pages 63-80, July.
    12. Maggian, Valeria & Montinari, Natalia, 2017. "The spillover effects of gender quotas on dishonesty," Economics Letters, Elsevier, vol. 159(C), pages 33-36.
    13. Alejandro Arrieta & Ariadna García‐Prado & Paula González & José Luis Pinto‐Prades, 2017. "Risk attitudes in medical decisions for others: An experimental approach," Health Economics, John Wiley & Sons, Ltd., vol. 26(S3), pages 97-113, December.
    14. Jeroan J. Allison & Catarina I. Kiefe & E. Francis Cook & Martha S. Gerrity & E. John Orav & Robert Centor, 1998. "The Association of Physician Attitudes about Uncertainty and Risk Taking with Resource Use in a Medicare HMO," Medical Decision Making, , vol. 18(3), pages 320-329, August.
    15. Fallucchi, Francesco & Nosenzo, Daniele & Reuben, Ernesto, 2020. "Measuring preferences for competition with experimentally-validated survey questions," Journal of Economic Behavior & Organization, Elsevier, vol. 178(C), pages 402-423.
    16. Charness, Gary & Viceisza, Angelino, 2011. "Comprehension and risk elicitation in the field: Evidence from rural Senegal," IFPRI discussion papers 1135, International Food Policy Research Institute (IFPRI).
    17. Florian Wakolbinger & Stefan Daniel Haigner, 2009. "Peer advice in a tax-evasion experiment," Economics Bulletin, AccessEcon, vol. 29(3), pages 1653-1669.
    18. Nadeau, Richard & Martin, Pierre & Blais, André, 1999. "Attitude Towards Risk-Taking and Individual Choice in the Quebec Referendum on Sovereignty," British Journal of Political Science, Cambridge University Press, vol. 29(3), pages 523-539, June.
    19. Marco Caliendo & Frank Fossen & Alexander Kritikos, 2009. "Risk attitudes of nascent entrepreneurs–new evidence from an experimentally validated survey," Small Business Economics, Springer, vol. 32(2), pages 153-167, February.
    20. Antonio Filippin, 2022. "Gender differences in risk attitudes," IZA World of Labor, Institute of Labor Economics (IZA), pages 100-100, October.
    21. Binswanger, Hans P, 1981. "Attitudes toward Risk: Theoretical Implications of an Experiment in Rural India," Economic Journal, Royal Economic Society, vol. 91(364), pages 867-890, December.
    22. Galizzi, Matteo M. & Miraldo, Marisa & Stavropoulou, Charitini, 2016. "In sickness but not in wealth: field evidence on patients’ risk preferences in the financial and health domain," LSE Research Online Documents on Economics 64764, London School of Economics and Political Science, LSE Library.
    23. Catherine C. Eckel & Philip J. Grossman, 2008. "Forecasting Risk Attitudes: An Experimental Study Using Actual and Forecast Gamble Choices," Monash Economics Working Papers archive-01, Monash University, Department of Economics.
    24. Lisa A. Prosser & Eve Wittenberg, 2007. "Do Risk Attitudes Differ across Domains and Respondent Types?," Medical Decision Making, , vol. 27(3), pages 281-287, May.
    25. Chetan Dave & Catherine Eckel & Cathleen Johnson & Christian Rojas, 2010. "Eliciting risk preferences: When is simple better?," Journal of Risk and Uncertainty, Springer, vol. 41(3), pages 219-243, December.
    26. Sarah Jacobson & Ragan Petrie, 2009. "Learning from mistakes: What do inconsistent choices over risk tell us?," Journal of Risk and Uncertainty, Springer, vol. 38(2), pages 143-158, April.
    27. Paul J. H. Schoemaker, 1990. "Are Risk-Attitudes Related Across Domains and Response Modes?," Management Science, INFORMS, vol. 36(12), pages 1451-1463, December.
    28. Steffen Andersen & Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2008. "Eliciting Risk and Time Preferences," Econometrica, Econometric Society, vol. 76(3), pages 583-618, May.
    29. Méndez, Susan J. & Scott, Anthony & Zhang, Yuting, 2021. "Gender differences in physician decisions to adopt new prescription drugs," Social Science & Medicine, Elsevier, vol. 277(C).
    30. Sophie Massin & Bruno Ventelou & Antoine Nebout-Javal & Pierre Verger & Céline Pulcini, 2015. "Cross-sectional survey: Risk-averse French general practitioners are more favorable toward influenza vaccination," Post-Print hal-01241634, HAL.
    31. Beattie, Jane & Loomes, Graham, 1997. "The Impact of Incentives upon Risky Choice Experiments," Journal of Risk and Uncertainty, Springer, vol. 14(2), pages 155-168, March.
    32. Antonio Filippin & Paolo Crosetto, 2016. "A Reconsideration of Gender Differences in Risk Attitudes," Management Science, INFORMS, vol. 62(11), pages 3138-3160, November.
    33. Mary Riddel, 2012. "Comparing risk preferences over financial and environmental lotteries," Journal of Risk and Uncertainty, Springer, vol. 45(2), pages 135-157, October.
    34. Chuang, Yating & Schechter, Laura, 2015. "Stability of experimental and survey measures of risk, time, and social preferences: A review and some new results," Journal of Development Economics, Elsevier, vol. 117(C), pages 151-170.
    35. Finocchiaro Castro, Massimo & Ferrara, Paolo Lorenzo & Guccio, Calogero & Lisi, Domenico, 2021. "Optimal mixed payment system and medical liability. A laboratory study," MPRA Paper 110276, University Library of Munich, Germany.
    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. Massimo Finocchiaro Castro & Calogero Guccio & Domenica Romeo, 2024. "Looking inside the lab: a systematic literature review of economic experiments in health service provision," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 25(7), pages 1177-1204, September.
    2. Finocchiaro Castro, Massimo & Guccio, Calogero & Romeo, Domenica, 2022. "A systematic literature review of 10 years of behavioral research on health services," EconStor Preprints 266248, ZBW - Leibniz Information Centre for Economics.

    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. Alejandro Arrieta & Ariadna García‐Prado & Paula González & José Luis Pinto‐Prades, 2017. "Risk attitudes in medical decisions for others: An experimental approach," Health Economics, John Wiley & Sons, Ltd., vol. 26(S3), pages 97-113, December.
    2. Ranganathan, Kavitha & Lejarraga, Tomás, 2021. "Elicitation of risk preferences through satisficing," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
    3. Antonio FILIPPIN & Paolo CROSETTO, 2014. "A Reconsideration of Gender Differences in Risk Attitudes," Departmental Working Papers 2014-01, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    4. Anwesha Bandyopadhyay & Lutfunnahar Begum & Philip J. Grossman, 2021. "Gender differences in the stability of risk attitudes," Journal of Risk and Uncertainty, Springer, vol. 63(2), pages 169-201, October.
    5. Marielle Brunette & Jonas Ngouhouo-Poufoun, 2022. "Are risk preferences consistent across elicitation procedures? A field experiment in Congo basin countries," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 47(1), pages 122-140, March.
    6. Charness, Gary & Gneezy, Uri & Imas, Alex, 2013. "Experimental methods: Eliciting risk preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 87(C), pages 43-51.
    7. Ihli, Hanna Julia & Chiputwa, Brian & Musshoff, Oliver, 2013. "Do Changing Probabilities or Payoffs in Lottery-Choice Experiments Matter? Evidence from Rural Uganda," GlobalFood Discussion Papers 158146, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    8. Galizzi, Matteo M. & Machado, Sara R. & Miniaci, Raffaele, 2016. "Temporal stability, cross-validity, and external validity of risk preferences measures: experimental evidence from a UK representative sample," LSE Research Online Documents on Economics 67554, London School of Economics and Political Science, LSE Library.
    9. Kerri Brick & Martine Visser & Justine Burns, 2012. "Risk Aversion: Experimental Evidence from South African Fishing Communities," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(1), pages 133-152.
    10. Jonathan Chapman & Erik Snowberg & Stephanie Wang & Colin Camerer, 2018. "Loss Attitudes in the U.S. Population: Evidence from Dynamically Optimized Sequential Experimentation (DOSE)," NBER Working Papers 25072, National Bureau of Economic Research, Inc.
    11. Holzmeister, Felix & Stefan, Matthias, 2019. "The Risk Elicitation Puzzle Revisited: Across-Methods (In)consistency?," OSF Preprints pj9u2, Center for Open Science.
    12. Michalis Drouvelis & Johannes Lohse, 2020. "Cognitive abilities and risk taking: the role of preferences," Discussion Papers 20-02, Department of Economics, University of Birmingham.
    13. Murong Yang & Laurence S. J. Roope & James Buchanan & Arthur E. Attema & Philip M. Clarke & A. Sarah Walker & Sarah Wordsworth, 2022. "Eliciting risk preferences that predict risky health behavior: A comparison of two approaches," Health Economics, John Wiley & Sons, Ltd., vol. 31(5), pages 836-858, May.
    14. Crosetto, P. & Filippin, A., 2017. "Safe options induce gender differences in risk attitudes," Working Papers 2017-05, Grenoble Applied Economics Laboratory (GAEL).
    15. Sophie Massin & Antoine Nebout & Bruno Ventelou, 2018. "Predicting medical practices using various risk attitude measures," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(6), pages 843-860, July.
    16. Drupp, Moritz A. & Khadjavi, Menusch & Riekhof, Marie-Catherine & Voss, Rudi, 2020. "Professional identity and the gender gap in risk-taking. Evidence from field experiments with scientists," Journal of Economic Behavior & Organization, Elsevier, vol. 170(C), pages 418-432.
    17. Meraner, Manuela & Musshoff, Oliver & Finger, Robert, 2018. "Using involvement to reduce inconsistencies in risk preference elicitation," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 73(C), pages 22-33.
    18. Paolo Crosetto & Antonio Filippin, 2023. "Safe options and gender differences in risk attitudes," Journal of Risk and Uncertainty, Springer, vol. 66(1), pages 19-46, February.
    19. Andrea Hackethal & Michael Kirchler & Christine Laudenbach & Michael Razen & Annika Weber, 2020. "On the role of monetary incentives in risk preference elicitation experiments," Working Papers 2020-29, Faculty of Economics and Statistics, Universität Innsbruck.
    20. Felix Holzmeister & Matthias Stefan, 2021. "The risk elicitation puzzle revisited: Across-methods (in)consistency?," Experimental Economics, Springer;Economic Science Association, vol. 24(2), pages 593-616, June.

    More about this item

    Keywords

    risk aversion; field experiments; laboratory experiment; physicians’ behaviour;
    All these keywords.

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:yor:hectdg:22/26. 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: Jane Rawlings (email available below). General contact details of provider: https://edirc.repec.org/data/deyoruk.html .

    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.