IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v10y2022i22p4315-d975808.html
   My bibliography  Save this article

Quantification of Aversion to Uncertainty in Intertemporal Choice through Subjective Perception of Time

Author

Listed:
  • Viviana Ventre

    (Department of Mathematics and Physics, University of Campania Luigi Vanvitelli, Viale A. Lincoln, 5, 81100 Caserta, Italy)

  • Roberta Martino

    (Department of Mathematics and Physics, University of Campania Luigi Vanvitelli, Viale A. Lincoln, 5, 81100 Caserta, Italy)

Abstract

Intertemporal choices are those decisions structured over several periods in which the effects only manifest themselves with the passage of time. The main mathematical reference for studying the behavior of individuals with respect to this type of decision is the Discounted Utility Model which hypothesizes completely rational individuals. The empirical evidence that deviates from normative expectations has motivated the formulation of alternative models with the aim of better describing the behavior of individuals. The present paper investigates the characteristics behind hyperbolic discounting starting from the phenomenon of decision inconsistency, i.e., when individuals’ preferences vary over time. The mechanisms of inconsistency will be explored through the physical concept of relative time, proving the importance of uncertainty aversion in the hyperbolic trend of the discount function. The analysis of the mathematical characteristics of hyperbolic discounting and the relationship between decision inconsistency and subjective perception of time defines the maximum distance between rational and non-rational preferences. An experimental part empirically proves the relationship between uncertainty aversion and time inconsistency. The present paper contributes to the literature by defining a new characteristic of hyperbolic discounting and quantifying the impact of the subjective perception of time in the decision-making process.

Suggested Citation

  • Viviana Ventre & Roberta Martino, 2022. "Quantification of Aversion to Uncertainty in Intertemporal Choice through Subjective Perception of Time," Mathematics, MDPI, vol. 10(22), pages 1-16, November.
  • Handle: RePEc:gam:jmathe:v:10:y:2022:i:22:p:4315-:d:975808
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/10/22/4315/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7390/10/22/4315/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kirsten Rohde, 2010. "The hyperbolic factor: A measure of time inconsistency," Journal of Risk and Uncertainty, Springer, vol. 41(2), pages 125-140, October.
    2. Conlin, Andrew & Kyröläinen, Petri & Kaakinen, Marika & Järvelin, Marjo-Riitta & Perttunen, Jukka & Svento, Rauli, 2015. "Personality traits and stock market participation," Journal of Empirical Finance, Elsevier, vol. 33(C), pages 34-50.
    3. Drazen Prelec, 2004. "Decreasing Impatience: A Criterion for Non‐stationary Time Preference and “Hyperbolic” Discounting," Scandinavian Journal of Economics, Wiley Blackwell, vol. 106(3), pages 511-532, October.
    4. Gilbert, Daniel T. & Gill, Michael J. & Wilson, Timothy D., 2002. "The Future Is Now: Temporal Correction in Affective Forecasting," Organizational Behavior and Human Decision Processes, Elsevier, vol. 88(1), pages 430-444, May.
    5. George Loewenstein & Ted O'Donoghue & Matthew Rabin, 2003. "Projection Bias in Predicting Future Utility," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1209-1248.
    6. Han, Ruokang & Takahashi, Taiki, 2012. "Psychophysics of time perception and valuation in temporal discounting of gain and loss," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(24), pages 6568-6576.
    7. Sergio Da Silva & Dinorá De Faveri & Ana Correa & Raul Matsushita, 2017. "High-income consumers may be less hyperbolic when discounting the future," Economics Bulletin, AccessEcon, vol. 37(3), pages 1421-1434.
    8. Anderson, Evan W. & Ghysels, Eric & Juergens, Jennifer L., 2009. "The impact of risk and uncertainty on expected returns," Journal of Financial Economics, Elsevier, vol. 94(2), pages 233-263, November.
    9. repec:cup:judgdm:v:1:y:2006:i::p:23-32 is not listed on IDEAS
    10. LeRoy,Stephen F. & Werner,Jan, 2014. "Principles of Financial Economics," Cambridge Books, Cambridge University Press, number 9781107024120.
    11. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    12. Broihanne, M.H. & Merli, M. & Roger, P., 2014. "Overconfidence, risk perception and the risk-taking behavior of finance professionals," Finance Research Letters, Elsevier, vol. 11(2), pages 64-73.
    13. George Loewenstein & Drazen Prelec, 1992. "Anomalies in Intertemporal Choice: Evidence and an Interpretation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 573-597.
    14. Noor, Jawwad, 2011. "Intertemporal choice and the magnitude effect," Games and Economic Behavior, Elsevier, vol. 72(1), pages 255-270, May.
    15. 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.
    16. Shipp, Abbie J. & Edwards, Jeffrey R. & Lambert, Lisa Schurer, 2009. "Conceptualization and measurement of temporal focus: The subjective experience of the past, present, and future," Organizational Behavior and Human Decision Processes, Elsevier, vol. 110(1), pages 1-22, September.
    17. Loewenstein, George, 1996. "Out of Control: Visceral Influences on Behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 65(3), pages 272-292, March.
    18. Hoang, Edward C. & Hoxha, Indrit, 2016. "Corporate payout smoothing: A variance decomposition approach," Journal of Empirical Finance, Elsevier, vol. 35(C), pages 1-13.
    19. Schmeling, Maik, 2009. "Investor sentiment and stock returns: Some international evidence," Journal of Empirical Finance, Elsevier, vol. 16(3), pages 394-408, June.
    20. Arthur E. Attema & Han Bleichrodt & Kirsten I. M. Rohde & Peter P. Wakker, 2010. "Time-Tradeoff Sequences for Analyzing Discounting and Time Inconsistency," Management Science, INFORMS, vol. 56(11), pages 2015-2030, November.
    21. Yan Sun & Shu Li, 2010. "The effect of risk on intertemporal choice," Journal of Risk Research, Taylor & Francis Journals, vol. 13(6), pages 805-820, September.
    22. Serdar Sayman & Ayse Öncüler, 2009. "An Investigation of Time Inconsistency," Management Science, INFORMS, vol. 55(3), pages 470-482, March.
    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. Roberta Martino & Viviana Ventre, 2023. "An Analytic Network Process to Support Financial Decision-Making in the Context of Behavioural Finance," Mathematics, MDPI, vol. 11(18), pages 1-30, September.

    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. Viviana Ventre & Roberta Martino & Fabrizio Maturo, 2023. "Subjective perception of time and decision inconsistency in interval effect," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(5), pages 4855-4880, October.
    2. Stefan A Lipman & Arthur E Attema, 2020. "Good things come to those who wait—Decreasing impatience for health gains and losses," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-15, March.
    3. Shotaro Shiba & Kazumi Shimizu, 2018. "Does time inconsistency differ between gain and loss? An intra-personal comparison using a non-parametric elicitation method (A revised version)," Working Papers 1807, Waseda University, Faculty of Political Science and Economics.
    4. Mohammed Abdellaoui & Han Bleichrodt & Olivier l’Haridon, 2013. "Sign-dependence in intertemporal choice," Journal of Risk and Uncertainty, Springer, vol. 47(3), pages 225-253, December.
    5. Shotaro Shiba & Kazumi Shimizu, 2017. "Does Time Inconsistency Differ between Gain and Loss? An Intra-Personal Comparison Using a Non-Parametric Designed Experimen," Working Papers 1714, Waseda University, Faculty of Political Science and Economics.
    6. Shotaro Shiba & Kazumi Shimizu, 2020. "Does time inconsistency differ between gain and loss? An intra-personal comparison using a non-parametric elicitation method," Theory and Decision, Springer, vol. 88(3), pages 431-452, April.
    7. Kirsten I. M. Rohde, 2019. "Measuring Decreasing and Increasing Impatience," Management Science, INFORMS, vol. 65(4), pages 1700-1716, April.
    8. Anke Gerbe & Kirsten I.M. Rohde, 2010. "Risk and Preference Reversals in Intertemporal Choice," Post-Print hal-00911832, HAL.
    9. Gerber, Anke & Rohde, Kirsten I.M., 2010. "Risk and preference reversals in intertemporal choice," Journal of Economic Behavior & Organization, Elsevier, vol. 76(3), pages 654-668, December.
    10. Han Bleichrodt & Yu Gao & Kirsten I. M. Rohde, 2016. "A measurement of decreasing impatience for health and money," Journal of Risk and Uncertainty, Springer, vol. 52(3), pages 213-231, June.
    11. de La Bruslerie, Hubert & Pratlong, Florent, 2012. "La valeur psychologique du temps : une synthèse de la littérature," L'Actualité Economique, Société Canadienne de Science Economique, vol. 88(3), pages 361-400, Septembre.
    12. Katharina Dowling & Daniel Guhl & Daniel Klapper & Martin Spann & Lucas Stich & Narine Yegoryan, 2020. "Behavioral biases in marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(3), pages 449-477, May.
    13. Panagiotis Andrikopoulos & Nick Webber, 2019. "Understanding time-inconsistent heterogeneous preferences in economics and finance: a practice theory approach," Annals of Operations Research, Springer, vol. 282(1), pages 3-26, November.
    14. Krekel, Christian & MacKerron, George, 2023. "Back to Edgeworth? Estimating the Value of Time Using Hedonic Experiences," IZA Discussion Papers 16308, Institute of Labor Economics (IZA).
    15. 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.
    16. Arthur E. Attema & Han Bleichrodt & Kirsten I. M. Rohde & Peter P. Wakker, 2010. "Time-Tradeoff Sequences for Analyzing Discounting and Time Inconsistency," Management Science, INFORMS, vol. 56(11), pages 2015-2030, November.
    17. Manel Baucells & Franz H. Heukamp, 2012. "Probability and Time Trade-Off," Management Science, INFORMS, vol. 58(4), pages 831-842, April.
    18. Venkataraghavan Krishnaswamy & R. P. Sundarraj, 2019. "Impatience Characteristics in Cloud-Computing-Services Procurement: Effects of Delay Horizon and Situational Involvement," Group Decision and Negotiation, Springer, vol. 28(5), pages 961-990, October.
    19. Lester, Bijou Yang, 2011. "An exploratory analysis of composite choices: Weighing rationality versus irrationality," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(6), pages 949-958.
    20. Leonhard K. Lades & Wilhelm Hofmann, 2019. "Temptation, self-control, and inter-temporal choice," Journal of Bioeconomics, Springer, vol. 21(1), pages 47-70, April.

    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:gam:jmathe:v:10:y:2022:i:22:p:4315-:d:975808. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.