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Mood and stock returns: evidence from Greece

Author

Listed:
  • Dimitrios Kourtidis
  • Željko Šević
  • Prodromos Chatzoglou

Abstract

Purpose - – The purpose of this paper is to examine the effect of investors’ emotional state (mood) on their trading behaviour and performance. Design/methodology/approach - – A sample from a representative survey of 328 Greek individual investors has been used to empirically test the validity of the proposed associations. An iterative data collection process was followed, where individual investors had to complete a questionnaire every time they were trading in the Athens Stock Exchange, for a period of ten months. Exploratory factor analysis was first used to analyse the data set, followed by cluster analysis (to identify investor profiles based on differences in their mood). Findings - – Two clusters have been identified. The first cluster profile includes investors with high score of positive mood (thus, high energetic arousal and hedonic tone, low tense arousal and anger frustration), while the second profile consists of investors with negative mood (low energetic arousal and hedonic tone, high tense arousal and anger frustration). The comparison between the two profiles has shown that investors with positive mood achieve higher stock returns than investors with negative mood. Originality/value - – To the best of the authors’ knowledge there is no other similar study.

Suggested Citation

  • Dimitrios Kourtidis & Željko Šević & Prodromos Chatzoglou, 2016. "Mood and stock returns: evidence from Greece," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 43(2), pages 242-258, May.
  • Handle: RePEc:eme:jespps:v:43:y:2016:i:2:p:242-258
    DOI: 10.1108/JES-09-2014-0158
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    as
    1. Cao, Melanie & Wei, Jason, 2005. "Stock market returns: A note on temperature anomaly," Journal of Banking & Finance, Elsevier, vol. 29(6), pages 1559-1573, June.
    2. Lisa A. Kramer & Mark J. Kamstra & Maurice D. Levi, 2000. "Losing Sleep at the Market: The Daylight Saving Anomaly," American Economic Review, American Economic Association, vol. 90(4), pages 1005-1011, September.
    3. Kourtidis, Dimitrios & Šević, Željko & Chatzoglou, Prodromos, 2011. "Investors’ trading activity: A behavioural perspective and empirical results," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(5), pages 548-557.
    4. David Hirshleifer & Tyler Shumway, 2003. "Good Day Sunshine: Stock Returns and the Weather," Journal of Finance, American Finance Association, vol. 58(3), pages 1009-1032, June.
    5. Baker, Malcolm & Stein, Jeremy C., 2004. "Market liquidity as a sentiment indicator," Journal of Financial Markets, Elsevier, vol. 7(3), pages 271-299, June.
    6. Andrew W. Lo & Dmitry V. Repin & Brett N. Steenbarger, 2005. "Fear and Greed in Financial Markets: A Clinical Study of Day-Traders," American Economic Review, American Economic Association, vol. 95(2), pages 352-359, May.
    7. J. K. Ashton & B. Gerrard & R. Hudson, 2003. "Economic impact of national sporting success: evidence from the London stock exchange," Applied Economics Letters, Taylor & Francis Journals, vol. 10(12), pages 783-785.
    8. William N. Goetzmann & Ning Zhu, 2005. "Rain or Shine: Where is the Weather Effect?," European Financial Management, European Financial Management Association, vol. 11(5), pages 559-578, November.
    9. Dimitrios Asteriou & Aristeidis Samitas & Dimitrios Kenourgios, 2013. "The London 2012 Olympic Games announcement and its effect on the London Stock Exchange," Journal of Economic Studies, Emerald Group Publishing, vol. 40(2), pages 203-221, March.
    10. David Hirshleifer, 2001. "Investor Psychology and Asset Pricing," Journal of Finance, American Finance Association, vol. 56(4), pages 1533-1597, August.
    11. Mark J. Kamstra & Lisa A. Kramer & Maurice D. Levi, 2003. "Winter Blues: A SAD Stock Market Cycle," American Economic Review, American Economic Association, vol. 93(1), pages 324-343, March.
    12. repec:uts:ppaper:y:1997:1 is not listed on IDEAS
    13. Yuan, Kathy & Zheng, Lu & Zhu, Qiaoqiao, 2006. "Are investors moonstruck? Lunar phases and stock returns," Journal of Empirical Finance, Elsevier, vol. 13(1), pages 1-23, January.
    14. Hiroshi Takahashi & Takao Terano, 2003. "Agent-Based Approach to Investors? Behavior and Asset Price Fluctuation in Financial Markets," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 6(3), pages 1-3.
    15. Kliger, Doron & Levy, Ori, 2008. "Mood impacts on probability weighting functions: "Large-gamble" evidence," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(4), pages 1397-1411, August.
    16. Loughran, Tim & Schultz, Paul, 2004. "Weather, Stock Returns, and the Impact of Localized Trading Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(2), pages 343-364, June.
    17. Brian M. Lucey & Michael Dowling, 2005. "The Role of Feelings in Investor Decision‐Making," Journal of Economic Surveys, Wiley Blackwell, vol. 19(2), pages 211-237, April.
    18. Kolb, Robert W & Rodriguez, Ricardo J, 1987. "Friday the Thirteenth: 'Part VII'--A Note," Journal of Finance, American Finance Association, vol. 42(5), pages 1385-1387, December.
    19. George Loewenstein, 2000. "Emotions in Economic Theory and Economic Behavior," American Economic Review, American Economic Association, vol. 90(2), pages 426-432, May.
    20. Wright, William F. & Bower, Gordon H., 1992. "Mood effects on subjective probability assessment," Organizational Behavior and Human Decision Processes, Elsevier, vol. 52(2), pages 276-291, July.
    21. Dimitrios Asteriou & Aristeidis Samitas & Dimitrios Kenourgios, 2013. "The London 2012 Olympic Games announcement and its effect on the London Stock Exchange," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 40(2), pages 203-221, May.
    22. Dowling, Michael & Lucey, Brian M., 2005. "Weather, biorhythms, beliefs and stock returns--Some preliminary Irish evidence," International Review of Financial Analysis, Elsevier, vol. 14(3), pages 337-355.
    23. Helga Fehr-Duda & Manuele Gennaro & Renate Schubert, 2006. "Gender, Financial Risk, and Probability Weights," Theory and Decision, Springer, vol. 60(2), pages 283-313, May.
    24. Ariel, Robert A, 1990. "High Stock Returns before Holidays: Existence and Evidence on Possible Causes," Journal of Finance, American Finance Association, vol. 45(5), pages 1611-1626, December.
    25. Kirchsteiger, Georg & Rigotti, Luca & Rustichini, Aldo, 2006. "Your morals might be your moods," Journal of Economic Behavior & Organization, Elsevier, vol. 59(2), pages 155-172, February.
    26. Saunders, Edward M, Jr, 1993. "Stock Prices and Wall Street Weather," American Economic Review, American Economic Association, vol. 83(5), pages 1337-1345, December.
    27. Mehra, Rajnish & Sah, Raaj, 2002. "Mood fluctuations, projection bias, and volatility of equity prices," Journal of Economic Dynamics and Control, Elsevier, vol. 26(5), pages 869-887, May.
    28. Dimitrios Kourtidis & Željko Ševi? & Prodromos Chatzoglou, 2011. "Investors' trading activity, a behavioural perspective: professionals vs. individuals," International Journal of Behavioural Accounting and Finance, Inderscience Enterprises Ltd, vol. 2(3/4), pages 346-366.
    29. Stephen Keef & Melvin Roush, 2004. "Day-of-the-week effects: New Zealand bank bills, 1985-2000," Applied Financial Economics, Taylor & Francis Journals, vol. 14(12), pages 859-873.
    30. Fellner, Gerlinde & Maciejovsky, Boris, 2007. "Risk attitude and market behavior: Evidence from experimental asset markets," Journal of Economic Psychology, Elsevier, vol. 28(3), pages 338-350, June.
    31. Paul Brockman & David Michayluk, 1997. "The Holiday Anomaly: An Investigation of Firm Size versus Share Price Effects," Published Paper Series 1997-1, Finance Discipline Group, UTS Business School, University of Technology, Sydney.
    32. repec:ccp:journl:v:10:y:2003:i:12:p:783-785 is not listed on IDEAS
    33. Murat Kıyılar & Okan Acar, 2009. "Behavioural Finance And The Study Of The Irrational Financial Choices Of Credit Card Users," Annales Universitatis Apulensis Series Oeconomica, Faculty of Sciences, "1 Decembrie 1918" University, Alba Iulia, vol. 1(11), pages 1-46.
    34. Alex Edmans & Diego García & Øyvind Norli, 2007. "Sports Sentiment and Stock Returns," Journal of Finance, American Finance Association, vol. 62(4), pages 1967-1998, August.
    35. Christos Floros, 2010. "The impact of the Athens Olympic Games on the Athens Stock Exchange," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 37(6), pages 647-657, November.
    36. Au, Kevin & Chan, Forrest & Wang, Denis & Vertinsky, Ilan, 2003. "Mood in foreign exchange trading: Cognitive processes and performance," Organizational Behavior and Human Decision Processes, Elsevier, vol. 91(2), pages 322-338, July.
    37. Jeffrey R. Brown & Zoran Ivković & Paul A. Smith & Scott Weisbenner, 2008. "Neighbors Matter: Causal Community Effects and Stock Market Participation," Journal of Finance, American Finance Association, vol. 63(3), pages 1509-1531, June.
    38. Kim, Chan-Wung & Park, Jinwoo, 1994. "Holiday Effects and Stock Returns: Further Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 29(1), pages 145-157, March.
    39. Suzana Markovic & Sanja Raspor, 2010. "Measuring Perceived Service Quality Using SERVQUAL: A Case Study of the Croatian Hotel Industry," Management, University of Primorska, Faculty of Management Koper, vol. 5(3), pages 195-209.
    40. Mittal, Vikas & Ross, William T., 1998. "The Impact of Positive and Negative Affect and Issue Framing on Issue Interpretation and Risk Taking," Organizational Behavior and Human Decision Processes, Elsevier, vol. 76(3), pages 298-324, December.
    41. Keller, Carmen & Siegrist, Michael, 2006. "Investing in stocks: The influence of financial risk attitude and values-related money and stock market attitudes," Journal of Economic Psychology, Elsevier, vol. 27(2), pages 285-303, April.
    42. Goldstein,William M. & Hogarth,Robin M. (ed.), 1997. "Research on Judgment and Decision Making," Cambridge Books, Cambridge University Press, number 9780521483346.
    43. Anya Krivelyova & Cesare Robotti, 2003. "Playing the field: Geomagnetic storms and international stock markets," FRB Atlanta Working Paper 2003-5, Federal Reserve Bank of Atlanta.
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    More about this item

    Keywords

    Mood; Behavioural finance; Stock trading performance; C30; D14; G11; O16;
    All these keywords.

    JEL classification:

    • C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General
    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

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