IDEAS home Printed from https://ideas.repec.org/p/ajf/louvlf/2022007.html
   My bibliography  Save this paper

Number 19: Another Victim of the COVID‐19 Pandemic?

Author

Listed:
  • Roger, Patrick
  • D’Hondt, Catherine

    (Université catholique de Louvain, LIDAM/LFIN, Belgium)

  • Plotkina, Daria
  • Hoffmann, Arvid

Abstract

Conscious selection is the mental process by which lottery players select numbers nonran- domly. In this paper, we show that the number 19, which has been heard, read, seen, and googled countless times since March 2020, has become significantly less popular among Belgian lottery players after the World Health Organization named the disease caused by the coronavirus SARS-CoV-2 “COVID-19”. We argue that the reduced popularity of the number 19 is due to its negative association with the COVID-19 pandemic. Our study tri- angulates evidence from field data from the Belgian National Lottery and survey data from a nationally representative sample of 500 Belgian individuals. The field data indicate that the number 19 has been played significantly less frequently since March 2020. However, a potential limitation of the field data is that an unknown proportion of players selects num- bers randomly through the “Quick Pick” computer system. The survey data do not suf- fer from this limitation and reinforce our previous findings by showing that priming an increase in the salience of COVID-19 prior to the players’ selection of lottery numbers reduces their preference for the number 19. The effect of priming is concentrated amongst those with high superstitious beliefs, further supporting our explanation for the reduced popularity of the number 19 during the COVID-19 pandemic.

Suggested Citation

  • Roger, Patrick & D’Hondt, Catherine & Plotkina, Daria & Hoffmann, Arvid, 2022. "Number 19: Another Victim of the COVID‐19 Pandemic?," LIDAM Discussion Papers LFIN 2022007, Université catholique de Louvain, Louvain Finance (LFIN).
  • Handle: RePEc:ajf:louvlf:2022007
    as

    Download full text from publisher

    File URL: https://dial.uclouvain.be/pr/boreal/en/object/boreal%3A264121/datastream/PDF_01/view
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. R. D. Baker & I. G. McHale, 2009. "Modelling the probability distribution of prize winnings in the UK National Lottery: consequences of conscious selection," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 172(4), pages 813-834, October.
    2. Cook, Philip J & Clotfelter, Charles T, 1993. "The Peculiar Scale Economies of Lotto," American Economic Review, American Economic Association, vol. 83(3), pages 634-643, June.
    3. Sophie Steelandt & Marie-Hélène Broihanne & Amélie Romain & Bernard Thierry & Valérie Dufour, 2013. "Decision-Making under Risk of Loss in Children," PLOS ONE, Public Library of Science, vol. 8(1), pages 1-10, January.
    4. Patrick Roger & Marie-Helene Broihanne, 2007. "Efficiency of Betting Markets and Rationality of Players: Evidence from the French 6/49 Lotto," Journal of Applied Statistics, Taylor & Francis Journals, vol. 34(6), pages 645-662.
    5. Simon, Jonathan, 1998. "An Analysis of the Distribution of Combinations Chosen by UK National Lottery Players," Journal of Risk and Uncertainty, Springer, vol. 17(3), pages 243-276, December.
    6. Woo, Chi-Keung & Horowitz, Ira & Luk, Stephen & Lai, Aaron, 2008. "Willingness to pay and nuanced cultural cues: Evidence from Hong Kong's license-plate auction market," Journal of Economic Psychology, Elsevier, vol. 29(1), pages 35-53, February.
    7. Todd Mitton & Keith Vorkink, 2007. "Equilibrium Underdiversification and the Preference for Skewness," Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1255-1288.
    8. Alok Kumar, 2009. "Who Gambles in the Stock Market?," Journal of Finance, American Finance Association, vol. 64(4), pages 1889-1933, August.
    9. David Hirshleifer & Ming Jian & Huai Zhang, 2018. "Superstition and Financial Decision Making," Management Science, INFORMS, vol. 64(1), pages 235-252, January.
    10. Hoffmann, Arvid O.I. & Shefrin, Hersh, 2014. "Technical analysis and individual investors," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PB), pages 487-511.
    11. Utpal Bhattacharya & Wei-Yu Kuo & Tse-Chun Lin & Jing Zhao, 2018. "Do Superstitious Traders Lose Money?," Management Science, INFORMS, vol. 64(8), pages 3772-3791, August.
    12. Kumar, Alok & Page, Jeremy K. & Spalt, Oliver G., 2016. "Gambling and Comovement," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(1), pages 85-111, February.
    13. Suetens, Sigrid & Tyran, Jean-Robert, 2012. "The gambler's fallacy and gender," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 118-124.
    14. Richard Chung & Ali F. Darrat & Bin Li, 2014. "Chinese superstition in US commodity trading," Applied Economics Letters, Taylor & Francis Journals, vol. 21(3), pages 171-175, February.
    15. Sigrid Suetens & Claus B. Galbo-Jørgensen & Jean-Robert Tyran, 2016. "Predicting Lotto Numbers: A Natural Experiment On The Gambler'S Fallacy And The Hot-Hand Fallacy," Journal of the European Economic Association, European Economic Association, vol. 14(3), pages 584-607, June.
    16. Mandeep K. Dhami & Ian K. Belton & Elizabeth Merrall & Andrew McGrath & Sheila M. Bird, 2020. "Criminal Sentencing by Preferred Numbers," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 17(1), pages 139-163, March.
    17. 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..
    18. Brown, Philip & Mitchell, Jason, 2008. "Culture and stock price clustering: Evidence from The Peoples' Republic of China," Pacific-Basin Finance Journal, Elsevier, vol. 16(1-2), pages 95-120, January.
    19. Nicole M. Fortin & Andrew J. Hill & Jeff Huang, 2014. "Superstition In The Housing Market," Economic Inquiry, Western Economic Association International, vol. 52(3), pages 974-993, July.
    20. Papachristou, George & Karamanis, Dimitri, 1998. "Investigating efficiency in betting markets: Evidence from the Greek 6/49 Lotto," Journal of Banking & Finance, Elsevier, vol. 22(12), pages 1597-1615, December.
    21. Rose Baker & Ian G. McHale, 2011. "Investigating the behavioural characteristics of lottery players by using a combination preference model for conscious selection," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(4), pages 1071-1086, October.
    22. Marie-Hélène Broihanne & Maxime Merli & Patrick Roger, 2016. "Diversification, gambling and market forces," Review of Quantitative Finance and Accounting, Springer, vol. 47(1), pages 129-157, July.
    23. De Paola, Maria & Gioia, Francesca & Scoppa, Vincenzo, 2014. "Overconfidence, omens and gender heterogeneity: Results from a field experiment," Journal of Economic Psychology, Elsevier, vol. 45(C), pages 237-252.
    24. repec:cup:judgdm:v:11:y:2016:i:3:p:243-259 is not listed on IDEAS
    25. Terence Tai‐Leung Chong & Xin Du, 2008. "Hedonic Pricing Models For Vehicle Registration Marks," Pacific Economic Review, Wiley Blackwell, vol. 13(2), pages 259-276, May.
    26. Shum, Matthew & Sun, Wei & Ye, Guangliang, 2014. "Superstition and “lucky” apartments: Evidence from transaction-level data," Journal of Comparative Economics, Elsevier, vol. 42(1), pages 109-117.
    27. Charles T. Clotfelter & Philip J. Cook, 1993. "Notes: The "Gambler's Fallacy" in Lottery Play," Management Science, INFORMS, vol. 39(12), pages 1521-1525, December.
    28. Jia He & Haoming Liu & Tien Foo Sing & Changcheng Song & Wei-Kang Wong, 2020. "Superstition, Conspicuous Spending, and Housing Market: Evidence from Singapore," Management Science, INFORMS, vol. 66(2), pages 783-804, February.
    29. Sigrid Suetens & Claus B. Galbo-Jørgensen & Jean-Robert Tyran, 2016. "Predicting Lotto Numbers: A Natural Experiment On The Gambler'S Fallacy And The Hot-Hand Fallacy," Journal of the European Economic Association, European Economic Association, vol. 14(3), pages 584-607, June.
    30. Farrell, Lisa, et al, 2000. "The Demand for Lotto: The Role of Conscious Selection," Journal of Business & Economic Statistics, American Statistical Association, vol. 18(2), pages 228-241, April.
    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. repec:cup:judgdm:v:11:y:2016:i:3:p:243-259 is not listed on IDEAS
    2. Tong V. Wang & Rogier J. D. Potter van Loon & Martijn J. van den Assem & Dennie van Dolder, 2016. "Number preferences in lotteries," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 11(3), pages 243-259, May.
    3. repec:cup:judgdm:v:16:y:2021:i:4:p:1039-1059 is not listed on IDEAS
    4. Brian A. Polin & Eyal Ben Isaac & Itzhak Aharon, 2021. "Patterns in manually selected numbers in the Israeli lottery," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 16(4), pages 1039-1059, July.
    5. Bai, Min & Xu, Limin & Yu, Chia-Feng (Jeffrey) & Zurbruegg, Ralf, 2020. "Superstition and stock price crash risk," Pacific-Basin Finance Journal, Elsevier, vol. 60(C).
    6. Tao Chen & Andreas Karathanasopoulos & Stanley Iat-Meng Ko & Chia Chun Lo, 2020. "Lucky lots and unlucky investors," Review of Quantitative Finance and Accounting, Springer, vol. 54(2), pages 735-751, February.
    7. Huang, Yin-Siang & Chiu, Junmao & Lin, Chih-Yung & Robin,, 2022. "The effect of Chinese lunar calendar on individual investors' trading," Pacific-Basin Finance Journal, Elsevier, vol. 71(C).
    8. Humphreys, Brad & Perez, Levi, 2011. "Lottery Participants and Revenues: An International Survey of Economic Research on Lotteries," Working Papers 2011-17, University of Alberta, Department of Economics.
    9. Kent Grote & Victor Matheson, 2011. "The Economics of Lotteries: An Annotated Bibliography," Working Papers 1110, College of the Holy Cross, Department of Economics.
    10. Cox, Ruben & Kamolsareeratana, Atcha & Kouwenberg, Roy, 2020. "Compulsive gambling in the financial markets: Evidence from two investor surveys," Journal of Banking & Finance, Elsevier, vol. 111(C).
    11. Maggie Rong Hu & Xiaoyang Li & Yang Shi & Xiaoquan (Michael) Zhang, 2023. "Numerological Heuristics and Credit Risk in Peer-to-Peer Lending," Information Systems Research, INFORMS, vol. 34(4), pages 1744-1760, December.
    12. Ian Walker & Rhys Wheeler, 2018. "The Decline and Fall of UK Lotto," Working Papers 247054751, Lancaster University Management School, Economics Department.
    13. Ursula Hauser‐Rethaller & Ulrich König, 2002. "Parimutuel Lotteries: Gamblers' Behavior and the Demand for Tickets," German Economic Review, Verein für Socialpolitik, vol. 3(2), pages 223-245, May.
    14. Kent Grote & Victor Matheson, 2011. "The Economics of Lotteries: A Survey of the Literature," Working Papers 1109, College of the Holy Cross, Department of Economics.
    15. Bhattacharya, Haimanti & Dugar, Subhasish, 2022. "Business norm versus norm-nudge as a contract-enforcing mechanism: Evidence from a real marketplace," European Economic Review, Elsevier, vol. 144(C).
    16. Ebert, Sebastian & Hilpert, Christian, 2019. "Skewness preference and the popularity of technical analysis," Journal of Banking & Finance, Elsevier, vol. 109(C).
    17. Ke, Wen-Chyan & Chen, Hueiling & Lin, Hsiou-Wei W. & Liu, Yo-Chia, 2017. "The impact of numerical superstition on the final digit of stock price," The North American Journal of Economics and Finance, Elsevier, vol. 39(C), pages 145-157.
    18. Zeng, Huixiang & Zhang, Xinxin & Zhou, Zhifang & Zhang, Tao & Zhou, Qiong, 2022. "Does the effect of the annual year taboo exist? Empirical evidence from senior managers’ zodiac year and corporate inefficient investment," The British Accounting Review, Elsevier, vol. 54(6).
    19. Neszveda, G., 2019. "Essays on behavioral finance," Other publications TiSEM 05059039-5236-42a3-be1b-3, Tilburg University, School of Economics and Management.
    20. Carrillo, Juan & Brocas, Isabelle & Giga, Aleksandar & Zapatero, Fernando, 2016. "Skewness Seeking in a Dynamic Portfolio Choice Experiment," CEPR Discussion Papers 11056, C.E.P.R. Discussion Papers.
    21. repec:cup:judgdm:v:8:y:2013:i:2:p:91-105 is not listed on IDEAS
    22. Stephen G Dimmock & Roy Kouwenberg & Olivia S Mitchell & Kim Peijnenburg, 2021. "Household Portfolio Underdiversification and Probability Weighting: Evidence from the Field," Review of Financial Studies, Society for Financial Studies, vol. 34(9), pages 4524-4563.
    23. Chi Liao, 2023. "Risk‐taking begets risk‐taking: Evidence from casino openings and investor portfolios," The Financial Review, Eastern Finance Association, vol. 58(1), pages 143-165, February.

    More about this item

    Keywords

    Games of chance ; Lotteries ; Conscious selection ; COVID-19 ; Availability heuristic;
    All these keywords.

    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:ajf:louvlf:2022007. 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: Séverine De Visscher (email available below). General contact details of provider: https://edirc.repec.org/data/lfuclbe.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.