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How Preferences for Round Numbers Affect Choices: Stickiness and Jumpiness in Credit Card Payments

Author

Listed:
  • Hiroaki Sakaguchi

    (University of Warwick)

  • John Gathergood

    (University of Nottingham)

  • Neil Stewart

    (University of Warwick)

Abstract

We explore the effects of round number preferences in credit card payments. Payments at round numbers are very common: 70% of manual non-full credit card payments are at round numbers. Using minimum payment amounts as a natural experiment for the lower bound on payments, we show stickiness in payment amounts when the minimum payment varies in the wide interval between round number bounds yet jumpiness in payment amounts when the minimum payment varies in the narrow interval across round number bounds. Round number preferences can therefore lead to over-estimation of both inattention, and responsiveness, to policies. Our findings have implications for models of inattention and for policy evaluation methods.

Suggested Citation

  • Hiroaki Sakaguchi & John Gathergood & Neil Stewart, 2020. "How Preferences for Round Numbers Affect Choices: Stickiness and Jumpiness in Credit Card Payments," Discussion Papers 2020-20, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
  • Handle: RePEc:not:notcdx:2020-20
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    References listed on IDEAS

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    1. Mark Armstrong & Yongmin Chen, 2009. "Inattentive Consumers and Product Quality," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 411-422, 04-05.
    2. Geoffroy de Clippel & Kfir Eliaz & Kareen Rozen, 2014. "Competing for Consumer Inattention," Journal of Political Economy, University of Chicago Press, vol. 122(6), pages 1203-1234.
    3. Jakub Steiner & Colin Stewart & Filip Matějka, 2017. "Rational Inattention Dynamics: Inertia and Delay in Decision‐Making," Econometrica, Econometric Society, vol. 85, pages 521-553, March.
    4. Raj Chetty, 2012. "Bounds on Elasticities With Optimization Frictions: A Synthesis of Micro and Macro Evidence on Labor Supply," Econometrica, Econometric Society, vol. 80(3), pages 969-1018, May.
    5. Kandel, Shmuel & Sarig, Oded & Wohl, Avi, 2001. "Do investors prefer round stock prices? Evidence from Israeli IPO auctions," Journal of Banking & Finance, Elsevier, vol. 25(8), pages 1543-1551, August.
    6. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    7. Reis, Ricardo, 2006. "Inattentive consumers," Journal of Monetary Economics, Elsevier, vol. 53(8), pages 1761-1800, November.
    8. Keys, Benjamin J. & Wang, Jialan, 2019. "Minimum payments and debt paydown in consumer credit cards," Journal of Financial Economics, Elsevier, vol. 131(3), pages 528-548.
    9. Pope, Devin G. & Pope, Jaren C. & Sydnor, Justin R., 2015. "Focal points and bargaining in housing markets," Games and Economic Behavior, Elsevier, vol. 93(C), pages 89-107.
    10. Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
    11. Manoj Thomas & Vicki Morwitz, 2005. "Penny Wise and Pound Foolish: The Left-Digit Effect in Price Cognition," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 32(1), pages 54-64, June.
    12. John Gathergood & Neale Mahoney & Neil Stewart & Jörg Weber, 2019. "How Do Individuals Repay Their Debt? The Balance-Matching Heuristic," American Economic Review, American Economic Association, vol. 109(3), pages 844-875, March.
    13. Nicola Lacetera & Devin G. Pope & Justin R. Sydnor, 2012. "Heuristic Thinking and Limited Attention in the Car Market," American Economic Review, American Economic Association, vol. 102(5), pages 2206-2236, August.
    14. Roger, Tristan & Roger, Patrick & Schatt, Alain, 2018. "Behavioral bias in number processing: Evidence from analysts’ expectations," Journal of Economic Behavior & Organization, Elsevier, vol. 149(C), pages 315-331.
    15. Sonnemans, Joep, 2006. "Price clustering and natural resistance points in the Dutch stock market: A natural experiment," European Economic Review, Elsevier, vol. 50(8), pages 1937-1950, November.
    16. Michael Grubb, 2015. "Behavioral Consumers in Industrial Organization: An Overview," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 47(3), pages 247-258, November.
    17. Michael D. Grubb, 2015. "Behavioral Consumers in Industrial Organization," Boston College Working Papers in Economics 879, Boston College Department of Economics.
    18. Utpal Bhattacharya & Craig W. Holden & Stacey Jacobsen, 2012. "Penny Wise, Dollar Foolish: Buy-Sell Imbalances On and Around Round Numbers," Management Science, INFORMS, vol. 58(2), pages 413-431, February.
    19. Kenneth C. Manning & David E. Sprott, 2009. "Price Endings, Left-Digit Effects, and Choice," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 36(2), pages 328-335.
    20. David K. Whynes & Zoë Philips & Emma Frew, 2005. "Think of a number… any number?," Health Economics, John Wiley & Sons, Ltd., vol. 14(11), pages 1191-1195, November.
    21. B. Douglas Bernheim & Andrey Fradkin & Igor Popov, 2015. "The Welfare Economics of Default Options in 401(k) Plans," American Economic Review, American Economic Association, vol. 105(9), pages 2798-2837, September.
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