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The effect of Chinese lunar calendar on individual investors' trading

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  • Huang, Yin-Siang
  • Chiu, Junmao
  • Lin, Chih-Yung
  • Robin,

Abstract

We examine whether individual investors pay more attention to the stock market on auspicious days. We define an auspicious day as being on the Chinese lunar calendar, which is the common social norm in Chinese society. This norm is reflected in (i) more extensive and (ii) less profitable trading. Furthermore, this effect is heightened in cities with more elderly, more temples of the Wealth God, and more gambling sentiment. Individual investors' preferences for lottery-like and preferred stocks are essential mechanisms to explain our findings. We provide a first understanding of the effect of a social norm on individual investors' trading behavior.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:pacfin:v:71:y:2022:i:c:s0927538x21002018
    DOI: 10.1016/j.pacfin.2021.101694
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    as
    1. 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.
    2. Baker, Malcolm & Stein, Jeremy C., 2004. "Market liquidity as a sentiment indicator," Journal of Financial Markets, Elsevier, vol. 7(3), pages 271-299, June.
    3. Joshua D. Coval & Tyler Shumway, 2005. "Do Behavioral Biases Affect Prices?," Journal of Finance, American Finance Association, vol. 60(1), pages 1-34, February.
    4. Al-Hajieh, Heitham & Redhead, Keith & Rodgers, Timothy, 2011. "Investor sentiment and calendar anomaly effects: A case study of the impact of Ramadan on Islamic Middle Eastern markets," Research in International Business and Finance, Elsevier, vol. 25(3), pages 345-356, September.
    5. Halla, Martin & Liu, Chia-Lun & Liu, Jin-Tan, 2019. "The Effect of Superstition on Health: Evidence from the Taiwanese Ghost Month," IZA Discussion Papers 12066, Institute of Labor Economics (IZA).
    6. Keef, Stephen P. & Khaled, Mohammed & Zhu, Hui, 2009. "The dynamics of the Monday effect in international stock indices," International Review of Financial Analysis, Elsevier, vol. 18(3), pages 125-133, June.
    7. Chen, Joseph & Hong, Harrison & Stein, Jeremy C., 2001. "Forecasting crashes: trading volume, past returns, and conditional skewness in stock prices," Journal of Financial Economics, Elsevier, vol. 61(3), pages 345-381, September.
    8. Nicholas Barberis & Ming Huang, 2008. "Stocks as Lotteries: The Implications of Probability Weighting for Security Prices," American Economic Review, American Economic Association, vol. 98(5), pages 2066-2100, December.
    9. Malcolm Baker & Jeffrey Wurgler, 2007. "Investor Sentiment in the Stock Market," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 129-152, Spring.
    10. Richard H. Thaler, 2008. "Mental Accounting and Consumer Choice," Marketing Science, INFORMS, vol. 27(1), pages 15-25, 01-02.
    11. Kumar, Alok & Page, Jeremy K. & Spalt, Oliver G., 2011. "Religious beliefs, gambling attitudes, and financial market outcomes," Journal of Financial Economics, Elsevier, vol. 102(3), pages 671-708.
    12. Duflo, Esther & Saez, Emmanuel, 2002. "Participation and investment decisions in a retirement plan: the influence of colleagues' choices," Journal of Public Economics, Elsevier, vol. 85(1), pages 121-148, July.
    13. Terrance Odean, 1998. "Are Investors Reluctant to Realize Their Losses?," Journal of Finance, American Finance Association, vol. 53(5), pages 1775-1798, October.
    14. Keef, Stephen P. & Khaled, Mohammed S., 2011. "Are investors moonstruck? Further international evidence on lunar phases and stock returns," Journal of Empirical Finance, Elsevier, vol. 18(1), pages 56-63, January.
    15. Gottesman, Aron A. & Morey, Matthew R., 2006. "Manager education and mutual fund performance," Journal of Empirical Finance, Elsevier, vol. 13(2), pages 145-182, March.
    16. Dyl, Edward A & Maberly, Edwin D, 1988. " The Anomaly That Isn't There: A Comment on Friday the Thirteenth," Journal of Finance, American Finance Association, vol. 43(5), pages 1285-1286, December.
    17. Yang, Ann Shawing, 2016. "Calendar trading of Taiwan stock market: A study of holidays on trading detachment and interruptions," Emerging Markets Review, Elsevier, vol. 28(C), pages 140-154.
    18. Kaplanski, Guy & Levy, Haim & Veld, Chris & Veld-Merkoulova, Yulia, 2015. "Do Happy People Make Optimistic Investors?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(1-2), pages 145-168, April.
    19. Białkowski, Jędrzej & Etebari, Ahmad & Wisniewski, Tomasz Piotr, 2012. "Fast profits: Investor sentiment and stock returns during Ramadan," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 835-845.
    20. Kelley Bergsma & Danling Jiang, 2016. "Cultural New Year Holidays and Stock Returns around the World," Financial Management, Financial Management Association International, vol. 45(1), pages 3-35, March.
    21. Thomas J. George & Chuan-Yang Hwang, 2004. "The 52-Week High and Momentum Investing," Journal of Finance, American Finance Association, vol. 59(5), pages 2145-2176, October.
    22. Andy C.W. Chui & Sheridan Titman & K.C. John Wei, 2010. "Individualism and Momentum around the World," Journal of Finance, American Finance Association, vol. 65(1), pages 361-392, February.
    23. David Hirshleifer & Ming Jian & Huai Zhang, 2018. "Superstition and Financial Decision Making," Management Science, INFORMS, vol. 64(1), pages 235-252, January.
    24. 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.
    25. 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.
    26. George A. Akerlof, 1980. "A Theory of Social Custom, of which Unemployment may be One Consequence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 94(4), pages 749-775.
    27. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2013. "The Determinants of Attitudes toward Strategic Default on Mortgages," Journal of Finance, American Finance Association, vol. 68(4), pages 1473-1515, August.
    28. Baker, Malcolm & Pan, Xin & Wurgler, Jeffrey, 2012. "The effect of reference point prices on mergers and acquisitions," Journal of Financial Economics, Elsevier, vol. 106(1), pages 49-71.
    29. James P. Vere, 2008. "Dragon Children: Identifying the Causal Effect of the First Child on Female Labour Supply with the Chinese Lunar Calendar," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(3), pages 303-325, June.
    30. Alok Kumar, 2009. "Who Gambles in the Stock Market?," Journal of Finance, American Finance Association, vol. 64(4), pages 1889-1933, August.
    31. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2008. "Trusting the Stock Market," Journal of Finance, American Finance Association, vol. 63(6), pages 2557-2600, December.
    32. Hong, Harrison & Kacperczyk, Marcin, 2009. "The price of sin: The effects of social norms on markets," Journal of Financial Economics, Elsevier, vol. 93(1), pages 15-36, July.
    33. Xiaohui Gao & Tse-Chun Lin, 2015. "Do Individual Investors Treat Trading as a Fun and Exciting Gambling Activity? Evidence from Repeated Natural Experiments," Review of Financial Studies, Society for Financial Studies, vol. 28(7), pages 2128-2166.
    34. 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.
    35. Siganos, Antonios & Vagenas-Nanos, Evangelos & Verwijmeren, Patrick, 2017. "Divergence of sentiment and stock market trading," Journal of Banking & Finance, Elsevier, vol. 78(C), pages 130-141.
    36. 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.
    37. Barinov, Alexander, 2018. "Stocks with extreme past returns: Lotteries or insurance?," Journal of Financial Economics, Elsevier, vol. 129(3), pages 458-478.
    38. Saunders, Edward M, Jr, 1993. "Stock Prices and Wall Street Weather," American Economic Review, American Economic Association, vol. 83(5), pages 1337-1345, December.
    39. Grinblatt, Mark & Keloharju, Matti & Linnainmaa, Juhani T., 2012. "IQ, trading behavior, and performance," Journal of Financial Economics, Elsevier, vol. 104(2), pages 339-362.
    40. 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.
    41. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    42. Judith Chevalier & Glenn Ellison, 1999. "Are Some Mutual Fund Managers Better Than Others? Cross‐Sectional Patterns in Behavior and Performance," Journal of Finance, American Finance Association, vol. 54(3), pages 875-899, June.
    43. 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.
    44. Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2004. "Social Interaction and Stock-Market Participation," Journal of Finance, American Finance Association, vol. 59(1), pages 137-163, February.
    45. Brad M. Barber & Terrance Odean, 2008. "All That Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors," Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 785-818, April.
    46. Li, Jun & Yu, Jianfeng, 2012. "Investor attention, psychological anchors, and stock return predictability," Journal of Financial Economics, Elsevier, vol. 104(2), pages 401-419.
    47. Bhardwaj, Ravinder K & Brooks, LeRoy D, 1992. "The January Anomaly: Effects of Low Share Price, Transaction Costs, and Bid-Ask Bias," Journal of Finance, American Finance Association, vol. 47(2), pages 553-575, June.
    48. 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.
    49. Mark Grinblatt & Matti Keloharju, 2009. "Sensation Seeking, Overconfidence, and Trading Activity," Journal of Finance, American Finance Association, vol. 64(2), pages 549-578, April.
    50. Mark Grinblatt & Matti Keloharju, 2001. "How Distance, Language, and Culture Influence Stockholdings and Trades," Journal of Finance, American Finance Association, vol. 56(3), pages 1053-1073, June.
    51. Siegel, Jordan I. & Licht, Amir N. & Schwartz, Shalom H., 2011. "Egalitarianism and international investment," Journal of Financial Economics, Elsevier, vol. 102(3), pages 621-642.
    52. Eun, Cheol S. & Wang, Lingling & Xiao, Steven C., 2015. "Culture and R2," Journal of Financial Economics, Elsevier, vol. 115(2), pages 283-303.
    53. Lilian Ng & Fei Wu, 2010. "Peer Effects in the Trading Decisions of Individual Investors," Financial Management, Financial Management Association International, vol. 39(2), pages 807-831, June.
    54. Terrance Odean, 1999. "Do Investors Trade Too Much?," American Economic Review, American Economic Association, vol. 89(5), pages 1279-1298, December.
    55. Anne Jones Dorn & Daniel Dorn & Paul Sengmueller, 2015. "Trading as Gambling," Management Science, INFORMS, vol. 61(10), pages 2376-2393, October.
    56. Brad M. Barber & Yi-Tsung Lee & Yu-Jane Liu & Terrance Odean, 2009. "Just How Much Do Individual Investors Lose by Trading?," Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 609-632, February.
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    More about this item

    Keywords

    Lunar calendar; Trading activity; Trading profit; Social norm; Chinese culture;
    All these keywords.

    JEL classification:

    • G02 - Financial Economics - - General - - - Behavioral Finance: Underlying Principles
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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