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Price Clustering and Natural Resistance Points in the Dutch Stock Market

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  • Joep Sonnemans

    (University of Amsterdam)

Abstract

This discussion paper resulted in an article in the 'European Economic Review' (2006). Volume 50, issue 8, pages 1937-1950. The main contribution of this study is the finding that round numbers can act aspricebarriers for individual stocks. In addition, a first step is made to explain this and therelated phenomena of round number clustering by testing two competing hypotheses,using data from the Dutch stock market during 1990-2001. After January 1, 1999stock prices were listed in euros, while guilders were still the currency of daily lifeuntil 2002. According to the aspiration level hypothesis investors will have targetprices for the stocks they own. This hypothesis predicts that round number effects inguilders will only slowly disappear. The odd price hypothesis originates fromcognitive psychology and marketing. Humans have to tendency to compare numbersdigit by digit from left to right, and therefore consider an odd price of 19.90 asconsiderable less than 20.00. This hypothesis predicts an abrupt change in roundnumber effects after January 1, 1999. The results reject the aspiration level hypothesisand are in line with the odd price hypothesis.

Suggested Citation

  • Joep Sonnemans, 2003. "Price Clustering and Natural Resistance Points in the Dutch Stock Market," Tinbergen Institute Discussion Papers 03-043/1, Tinbergen Institute.
  • Handle: RePEc:tin:wpaper:20030043
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    File URL: https://papers.tinbergen.nl/03043.pdf
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    References listed on IDEAS

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    1. Aitken, Michael & Brown, Philip & Buckland, Christine & Izan, H. Y. & Walter, Terry, 1996. "Price clustering on the Australian Stock Exchange," Pacific-Basin Finance Journal, Elsevier, vol. 4(2-3), pages 297-314, July.
    2. Allaudeen Hameed & Eric Terry, 1998. "The Effect of Tick Size on Price Clustering and Trading Volume," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(7‐8), pages 849-867, September.
    3. Sonnemans, Joep, 1998. "Strategies of search," Journal of Economic Behavior & Organization, Elsevier, vol. 35(3), pages 309-332, April.
    4. Stiving, Mark & Winer, Russell S, 1997. "An Empirical Analysis of Price Endings with Scanner Data," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(1), pages 57-67, June.
    5. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    6. Terrance Odean, 1998. "Are Investors Reluctant to Realize Their Losses?," Journal of Finance, American Finance Association, vol. 53(5), pages 1775-1798, October.
    7. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 59-82, Winter.
    8. Brenner, Gabrielle A & Brenner, Reuven, 1982. "Memory and Markets, or Why Are You Paying $2.99 for a Widget?," The Journal of Business, University of Chicago Press, vol. 55(1), pages 147-158, January.
    9. 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..
    10. David Hirshleifer, 2001. "Investor Psychology and Asset Pricing," Journal of Finance, American Finance Association, vol. 56(4), pages 1533-1597, August.
    11. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Working Papers 111, Princeton University, Department of Economics, Center for Economic Policy Studies..
    12. Harris, Lawrence, 1991. "Stock Price Clustering and Discreteness," Review of Financial Studies, Society for Financial Studies, vol. 4(3), pages 389-415.
    13. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    14. Cooney, John Jr. & Van Ness, Bonnie & Van Ness, Robert, 2003. "Do investors prefer even-eighth prices? Evidence from NYSE limit orders," Journal of Banking & Finance, Elsevier, vol. 27(4), pages 719-748, April.
    15. Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Working Papers 111, Princeton University, Department of Economics, Center for Economic Policy Studies..
    16. Allaudeen Hameed & Eric Terry, 1998. "The Effect of Tick Size on Price Clustering and Trading Volume," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(7&8), pages 849-867.
    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. repec:pri:cepsud:91malkiel is not listed on IDEAS
    19. Donaldson, R. Glen & Kim, Harold Y., 1993. "Price Barriers in the Dow Jones Industrial Average," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(3), pages 313-330, September.
    20. Sonnemans, Joep, 2000. "Decisions and strategies in a sequential search experiment," Journal of Economic Psychology, Elsevier, vol. 21(1), pages 91-102, February.
    21. Koedijk, Kees G. & Stork, Philip A., 1994. "Should we care? psychological barriers in stock markets," Economics Letters, Elsevier, vol. 44(4), pages 427-432, April.
    22. Schindler, Robert M & Kirby, Patrick N, 1997. "Patterns of Rightmost Digits Used in Advertised Prices: Implications for Nine-Ending Effects," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(2), pages 192-201, September.
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    3. Whynes, David K. & Frew, Emma J. & Philips, Zoe N. & Covey, Judith & Smith, Richard D., 2007. "On the numerical forms of contingent valuation responses," Journal of Economic Psychology, Elsevier, vol. 28(4), pages 462-476, August.

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    More about this item

    Keywords

    behavioral finance; natural experiment; price clustering.;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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