IDEAS home Printed from https://ideas.repec.org/p/dpr/wpaper/1185.html
   My bibliography  Save this paper

Investigation of the Convex Time Budget Experiment by Parameter Recovery Simulation

Author

Listed:
  • Yuta Shimodaira
  • Kohei Shiozawa
  • Keigo Inukai

Abstract

The convex time budget (CTB) method is a widely used experimental method for eliciting an individual’s time preference. Researchers adopting the CTB experiment usually assume quasi-hyperbolic discounting utility as a behavioural model and estimate the parameters of the utility function. However, few studies using the CTB method have examined parameter recovery. We conduct simulations and find that the estimation error of the present bias parameter is so large that its effect is difficult to detect. The large error is due to the improper combination of the experimental method and the utility model, and it is not a problem we can deal with after the data collection. This paper suggests the importance of running parameter recovery simulations to audit estimation errors in the experimental design.

Suggested Citation

  • Yuta Shimodaira & Kohei Shiozawa & Keigo Inukai, 2022. "Investigation of the Convex Time Budget Experiment by Parameter Recovery Simulation," ISER Discussion Paper 1185, Institute of Social and Economic Research, The University of Osaka.
  • Handle: RePEc:dpr:wpaper:1185
    as

    Download full text from publisher

    File URL: https://www.iser.osaka-u.ac.jp/static/resources/docs/dp/2022/DP1185.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Matthew Rabin & Ted O'Donoghue, 1999. "Doing It Now or Later," American Economic Review, American Economic Association, vol. 89(1), pages 103-124, March.
    2. James Andreoni & Charles Sprenger, 2012. "Estimating Time Preferences from Convex Budgets," American Economic Review, American Economic Association, vol. 102(7), pages 3333-3356, December.
    3. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    4. Leandro S. Carvalho & Stephan Meier & Stephanie W. Wang, 2016. "Poverty and Economic Decision-Making: Evidence from Changes in Financial Resources at Payday," American Economic Review, American Economic Association, vol. 106(2), pages 260-284, February.
    5. Bin Miao & Songfa Zhong, 2015. "Risk Preferences Are Not Time Preferences: Separating Risk and Time Preference: Comment," American Economic Review, American Economic Association, vol. 105(7), pages 2272-2286, July.
    6. Ted O'Donoghue & Matthew Rabin, 2015. "Present Bias: Lessons Learned and to Be Learned," American Economic Review, American Economic Association, vol. 105(5), pages 273-279, May.
    Full references (including those not matched with items on IDEAS)

    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. Inukai, Keigo & Shimodaira, Yuta & Shiozawa, Kohei, 2024. "Investigation of the convex time budget experiment by parameter recovery simulation," Journal of Behavioral and Experimental Finance, Elsevier, vol. 43(C).
    2. Werthschulte, Madeline, 2023. "Present focus and billing systems: Testing ‘pay-as-you-go’ vs. ‘pay-later’," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 108-121.
    3. Uttara Balakrishnan & Johannes Haushofer & Pamela Jakiela, 2020. "How soon is now? Evidence of present bias from convex time budget experiments," Experimental Economics, Springer;Economic Science Association, vol. 23(2), pages 294-321, June.
    4. Tim Friehe & Markus Pannenberg, 2020. "Time preferences and political regimes: evidence from reunified Germany," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 349-387, January.
    5. Ubfal, Diego, 2016. "How general are time preferences? Eliciting good-specific discount rates," Journal of Development Economics, Elsevier, vol. 118(C), pages 150-170.
    6. Taisuke Imai & Tom A Rutter & Colin F Camerer, 2021. "Meta-Analysis of Present-Bias Estimation using Convex Time Budgets," The Economic Journal, Royal Economic Society, vol. 131(636), pages 1788-1814.
    7. David J. Freeman & Kevin Laughren, 2024. "Task completion without commitment," Experimental Economics, Springer;Economic Science Association, vol. 27(2), pages 273-298, April.
    8. Sebastian Schweighofer-Kodritsch, 2015. "Time Preferences and Bargaining," STICERD - Theoretical Economics Paper Series /2015/568, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    9. Werthschulte, Madeline, 2020. ""Pay-later" vs. "pay-as-you-go": Experimental evidence on present-biased overconsumption and the importance of timing," ZEW Discussion Papers 20-089, ZEW - Leibniz Centre for European Economic Research.
    10. Werthschulte, Madeline, 2020. ""Pay-later" vs. "pay-as-you-go": Experimental evidence on present-biased overconsumption and the importance of timing," CAWM Discussion Papers 121, University of Münster, Münster Center for Economic Policy (MEP).
    11. Eileen Tipoe & Abi Adams & Ian Crawford, 2022. "Revealed preference analysis and bounded rationality [Consume now or later? Time inconsistency, collective choice and revealed preference]," Oxford Economic Papers, Oxford University Press, vol. 74(2), pages 313-332.
    12. Tasoff, Joshua & Letzler, Robert, 2014. "Everyone believes in redemption: Nudges and overoptimism in costly task completion," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PA), pages 107-122.
    13. Stephen L. Cheung & Agnieszka Tymula & Xueting Wang, 2022. "Present bias for monetary and dietary rewards," Experimental Economics, Springer;Economic Science Association, vol. 25(4), pages 1202-1233, September.
    14. Laureti, Carolina & Szafarz, Ariane, 2023. "Banking regulation and costless commitment contracts for time-inconsistent agents," Economic Modelling, Elsevier, vol. 129(C).
    15. Marieke Bos & Chloé Le Coq & Peter van Santen, 2022. "Scarcity and consumers’ credit choices," Theory and Decision, Springer, vol. 92(1), pages 105-139, February.
    16. Haewon Yoon, 2020. "Impatience and Time Inconsistency in Discounting Models," Management Science, INFORMS, vol. 66(12), pages 5850-5860, December.
    17. Anett John, 2020. "When Commitment Fails: Evidence from a Field Experiment," Management Science, INFORMS, vol. 66(2), pages 503-529, February.
    18. Drouhin, Nicolas, 2020. "Non-stationary additive utility and time consistency," Journal of Mathematical Economics, Elsevier, vol. 86(C), pages 1-14.
    19. Andrej Gill & Florian Hett & Johannes Tischer, 2022. "Time Inconsistency and Overdraft Use: Evidence from Transaction Data and Behavioral Measurement Experiments," Working Papers 2205, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
    20. Larbi Alaoui & Christian Fons-Rosen, 2016. "Know when to fold 'em: The grit factor," Economics Working Papers 1521, Department of Economics and Business, Universitat Pompeu Fabra, revised Apr 2021.

    More about this item

    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:dpr:wpaper:1185. 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: Librarian (email available below). General contact details of provider: https://edirc.repec.org/data/isosujp.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.