Do Superstitious Traders Lose Money?

References

• Agarwal S, He J, Liu H, Png IPL, Sing TF, Wong WK (2014) Superstition and Asset Markets: Evidence from Singapore Housing. Working paper, National University of Singapore, Singapore.Google Scholar
• Baker M, Pan X, Wurgler J (2012) The effect of reference point prices on mergers and acquisitions. J. Financial Econom. 106(1):49–71.Crossref, Google Scholar
• Ball C, Torous W, Tschoegl A (1985) The degree of price resolution: The case of the gold market. J. Futures Markets 5(1):29–43.Crossref, Google Scholar
• Barber BM, Odean T (2000) Trading is hazardous to your wealth: The common stock investment performance of individual investors. J. Finance 55(2):773–806.Crossref, Google Scholar
• Barber B, Odean T (2013) The behavior of individual investors. Constantinides G, Harris M, Stulz R, eds. Handbook of the Economics of Finance, Vol. 2 (Elsevier, Amsterdam), 1533–1570.Crossref, Google Scholar
• Barber BM, Lee YT, Liu YJ, Odean T (2009) Just how much do individual investors lose by trading? Rev. Financial Stud. 22(2):609–632.Crossref, Google Scholar
• Benford F (1938) The law of anomalous numbers. Proc. Amer. Philos. Soc. 78(4):551–572.Google Scholar
• Bhattacharya U, Holden CW, Jacobsen S (2012) Penny wise, dollar foolish: Buy-sell imbalances on and around round numbers. Management Sci. 58(2):413–431.Link, Google Scholar
• Birru J (2015) Psychological barriers, expectational errors, and underreaction to news. Working paper, Ohio State University, Columbus.Google Scholar
• Booth G, Kallunki J-P, Lin J-C, Martikainen T (2000) Internalization and stock price clustering: Finish evidence. J. Internat. Money Finance 19(5):737–751.Crossref, Google Scholar
• Brown P, Mitchell J (2008) Culture and stock price clustering: Evidence from the peoples’ Republic of China. Pacific-Basin Finance J. 16(1–2):95–120.Crossref, Google Scholar
• Brown P, Chua A, Mitchell J (2002) The influence of cultural factors on price clustering: Evidence from Asia-Pacific stock markets. Pacific-Basin Finance J. 10(3):307–332.Crossref, Google Scholar
• Campbell JY (2006) Household finance. J. Finance 61(4):1553–1604.Crossref, Google Scholar
• Chiang Y-M, Hirshleifer D, Qian Y, Sherman AE (2011) Do investors learn from experience? Evidence from frequent IPO investors. Rev. Financial Stud. 24(5):1560–1589.Crossref, Google Scholar
• Choi J, Laibson D, Madrian B, Metrick A (2009) Reinforcement learning and savings behavior. J. Finance 64(6):2515–2534.Crossref, Google Scholar
• Christie W, Schultz P (1994) Why do NASDAQ market makers avoid odd-eighth quotes? J. Finance 49(5):1813–1840.Crossref, Google Scholar
• Christie W, Harris J, Schultz P (1994) Why did NASDAQ market makers stop avoiding odd-eighth quotes? J. Finance 49(5):1841–1860.Crossref, Google Scholar
• Curcio R, Goodhart C (1991) The clustering of bid/ask prices and the spread in the foreign exchange market. FMG Discussion Paper 110, Financial Markets Group, London.Google Scholar
• Darke PR, Freedman JL (1997) The belief in good luck scale. J. Res. Personality 31(4):486–511.Crossref, Google Scholar
• Dhar R, Zhu N (2006) Up close and personal: An individual level analysis of the disposition effect. Management Sci. 52(5):726–740.Link, Google Scholar
• Dichev I, Janes T (2003) Lunar cycle effects in stock returns. J. Private Equity 6(4):8–29.Crossref, Google Scholar
• Donaldson G, Kim H (1993) Price barriers in the Dow Jones industrial average. J. Finance Quant. Anal. 28(3):313–330.Crossref, Google Scholar
• Driessen J, Lin T-C, van Hemert O (2013) How the 52-week high and low affect option-implied volatilities and stock return moments. Rev. Finance 17(1):369–401.Crossref, Google Scholar
• Dyl EA, Maberly ED (1988) The anomaly that isn’t there: A comment on Friday the thirteenth. J. Finance 43(5):1285–1286.Crossref, Google Scholar
• Feng L, Seasholes M (2005) Do investor sophistication and trading experience eliminate behavioral biases in financial markets? Rev. Finance 9(3):305–351.Crossref, Google Scholar
• Fortin NM, Hill AJ, Huang J (2014) Superstition in housing market. Econom. Inquiry 52(3):974–993.Crossref, Google Scholar
• George TJ, Hwang C-Y (2004) The 52-week high and momentum investing. J. Finance 59(5):2145–2176.Crossref, Google Scholar
• Grinblatt M, Keloharju M, Linnainmaa J (2011) IQ and stock market participation. J. Finance 66(6):2121–2164.Crossref, Google Scholar
• Grinblatt M, Keloharju M, Linnainmaa J (2012) IQ, trading behavior, and performance. J. Financial Econom. 104(2):339–362.Crossref, Google Scholar
• Grinblatt M, Ikäheimo S, Keloharju M, Knüpfer S (2016) IQ and mutual fund choice. Management Sci. 62(4):924–944.Link, Google Scholar
• Gwilym O, Clare A, Thomas S (1998a) Price clustering and bid-ask spreads in international bond futures. J. Internat. Financial Markets Inst. Money 8(3–4):379–394.Google Scholar
• Gwilym O, Clare A, Thomas S (1998b) Extreme price clustering in the London equity index futures and options markets. J. Banking Finance 22(9):1193–1206.Crossref, Google Scholar
• Harris L (1991) Stock price clustering and discreteness. Rev. Financial Stud. 4(3):389–415.Crossref, Google Scholar
• Heath C, Huddart S, Lang M (1999) Psychological factors and stock option exercise. Quart. J. Econom. 114(2):601–627.Crossref, Google Scholar
• Hirshleifer D, Jian M, Zhang H (2018) Superstition and financial decision making. Management Sci. 64(1):235–252.Link, Google Scholar
• Jiang Y, Cho A, Adaval R (2009) The unique consequences of feeling lucky: Implications for consumer behavior. J. Consumer Psych. 19(2):171–184.Crossref, Google Scholar
• Jordan DJ, Diltz D (2003) The profitability of day traders. Financial Analysts J. 59(6):85–95.Crossref, Google Scholar
• Kolb RW, Rodriguez RJ (1987) Friday the thirteenth: “Part VII”-A Note. J. Finance 42(5):1385–1387.Google Scholar
• Kramer T, Block L (2008) Conscious and non-conscious components of superstitious beliefs in judgment and decision making. J. Consumer Res. 34(6):783–793.Crossref, Google Scholar
• Kuo WY, Lin TC (2013) Overconfident individual day traders: Evidence from Taiwan futures market. J. Banking Finance 37(9):3548–3561.Crossref, Google Scholar
• Kuo WY, Lin TC, Zhao J (2015) Cognitive limitation and investment performance: Evidence from limit order clustering. Rev. Financial Stud. 28(3):838–875.Crossref, Google Scholar
• Lepori GM (2009) Dark omens in the sky: Do superstitious beliefs affect investment decisions? Working paper, Copenhagen Business School, Fredriksburg, Denmark.Google Scholar
• Ley E (1996) On the peculiar distribution of the U.S. stock indices digits. Amer. Statistician 50(4):311–313.Google Scholar
• Ley E, Varian HR (1994) Are there psychological barriers in the Dow Jones index? Appl. Financial Econom. 4(3):217–224.Crossref, Google Scholar
• Li F, Lin C, Lin TC (2015) Does anchoring heuristic affect analyst recommendation revisions? Working paper, University of Hong Kong, Pokfulam.Crossref, Google Scholar
• Li HC, Lin CH, Cheng TY, Lai S (2013) How different types of traders behave in the Taiwan futures market? J. Futures Markets 33(12):1097–1117.Google Scholar
• Li J, Yu J (2012) Investor attention, psychological anchors, and stock return predictability. J. Financial Econom. 104(2):401–419.Crossref, Google Scholar
• Li X, Geng C, Subrahmanyam A, Yu H (2016) Do wealthy investors have an informational advantage? Evidence based on account classifications of individual investors. Working paper, Nanjing University, Jiangsu Sheng, China.Google Scholar
• Linnainmaa J (2010) Do limit orders alter inferences about investor performance and behavior? J. Finance 65(4):1473–1506.Crossref, Google Scholar
• Liu YJ, Tsai CL, Wang MC, Zhu N (2010) Prior consequences and subsequent risk taking: New field evidence from the Taiwan futures exchange. Management Sci. 56(4):606–620.Link, Google Scholar
• Miller DT, Taylor BR (2002) Counterfactual thought, regret, and superstition: How to avoid kicking yourself. Gilovich T, Griffin D, Kahneman D, eds. Heuristics and Biases: The Psychology of Intuitive Judgment (Cambridge University Press, Cambridge, UK), 367–378.Crossref, Google Scholar
• Murphy R (2014) 10 most superstitious athletes. Men’s Fitness. Accessed August 10, 2014, http://www.mensfitness.com/life/sports/10-most-superstitious-athletes.Google Scholar
• Neiderhoffer V (1965) Clustering of stock prices. Oper. Res. 1(2):258–265.Link, Google Scholar
• Neiderhoffer V (1966) A new look at clustering of stock prices. J. Bus. 39(2):390–413.Google Scholar
• Odean T (1998) Are investors reluctant to realizes their losses? J. Finance 53(5):1775–1798.Crossref, Google Scholar
• Palmon O, Smith B, Sopranzetti B (2004) Clustering in real estate prices: Determinants and consequences. J. Real Estate Res. 26(2):115–136.Google Scholar
• Poteshman AM, Serbin V (2003) Clearly irrational financial market behavior: Evidence from the early exercise of exchange traded stock options. J. Finance 58(1):37–70.Crossref, Google Scholar
• Saward J (2009) Why there is no number 13 in Formula 1. Joeblogsf1 (December 1), https://joesaward.wordpress.com/2009/12/01/why-there-is-no-number-13-in-formula-1/.Google Scholar
• Seasholes M, Zhu N (2010) Individual investors and local bias. J. Finance 65(5):1987–2010.Crossref, Google Scholar
• Seru A, Shumway T, Stoffman N (2010) Learning by trading. Rev. Financial Stud. 23(2):705–729.Crossref, Google Scholar
• Shum M, Sun W, Ye G (2014) Superstition and “Lucky” apartments: Evidence from transection level data. J. Comparative Econom. 42(1):109–117.Crossref, Google Scholar
• Sonnemans J (2005) Price clustering and natural resistance points in the Dutch stock market: A natural experiment. Eur. Econom. Rev. 50(8):1937–1950.Crossref, Google Scholar
• Tsang EWK (2004) Superstition and decision-making: Contradiction or complement? Acad. Management Executive 18(4):92–104.Crossref, Google Scholar
• Tversky A, Kahneman D (1974) Judgment under uncertainty: Heuristics and biases. Science 185(4157):1124–1131.Crossref, Google Scholar
• Yuan K, Zheng L, Zhu Q (2006) Are investors moonstruck? Lunar phases and stock returns. J. Empirical Finance 13(1):1–23.Crossref, Google Scholar