Abstract
This study provides the most direct macro-level test to date of the tax-loss selling hypothesis as an explanation of the January effect. By examining relationships between macroeconomic variables that should be related to tax-loss selling and market index measures of the January effect, this study provides an approach that addresses the market microstructure problems that are inherent in much of the prior research regarding tax-loss selling. This study also addresses some of the methodological and variable specification concerns in prior macro-level testing, resulting in stronger support for taxloss selling.
Similar content being viewed by others
References
Badrinath, S. G., and W. G. Lewellen. 1991. “Evidence on Tax-Motivated Securities Trading Behavior”.Journal of Finance 46: 369–382.
Bhabra, H., U. Dhillon, and R. Ramirez. 1999. “A November Effect? Revisiting The Tax-Loss-Selling Hypothesis”.Financial Management 28 (4): 5–15.
Belsely, D., E. Kuh, and R. Welsch. 1980.Regression Diagnostics. New York: John Wiley & Sons, Inc.
Bhardwaj, R. K., and L. D. Brooks. 1992. “The January Anomaly: Effects of Low Share Price, Transaction Costs, and Bid-Ask Bias”.Journal of Finance 47: 553–575.
Banz R. W. 1981. “The Relationship Between Return and Market Value of Common Stocks”.Journal of Financial Economics 9: 3–18.
Brown, P., D. Keim, and T. Marsh. 1983. “Stock Return Seasonalities and Tax-Loss Selling Hypothesis: Analysis of the Arguments and Australian Evidence“.Journal of Financial Economics 12: 105–127.
Chan, K. C. 1988. “On the Contrarian Investment Strategy”.Journal of Business 61: 147–163.
Chopra, N., J. Lakonishok, and J. R. Ritter. 1992. “Measuring Abnormal Performance: Do Stocks Overreact?”Journal of Financial Economics 31: 235–268.
Cox, D. R., and K. Johnston. 1998. “The January Effect is Not Driven by Tax Loss Selling”.Journal of Investing 4: 105–111.
Dyl, E. A., and E. D. Maberly. 1992. “Odd-Lot Transactions Around the Turn of the Year and the January Effect”.Journal of Financial and Quantitative Analysis 27: 591–604.
Eakins, S., and S. Sewell. 1993. “Tax-Loss Selling, Institutional Investors, and the January Effect: A Note”.Journal of Financial Research 16: 377–384.
Fant, L. F., and D. R. Peterson. 1995. “The Effect of Size, Book-to-Market Equity, Prior Returns, and Beta on Stock Returns: January versus the Remainder of the Year”.Journal of Financial Research 18: 129–142.
Gibson S., A. Safieddine, and S. Titman. 2000. “Tax-Motivated Trading and Price Pressure: An Analysis of Mutual Fund Holdings”.Journal of Financial and Quantitative Analysis 35: 369–386.
Johnston, K., and D. R. Cox. 1996. “The Influence of Tax-Loss Selling by Individual Investors in Explaining the January Effect”.Quarterly Journal of Business and Economics 35: 14–20.
Keim, D. B. 1983. “Size-Related Anomalies and Stock Return Seasonality: Further Empirical Evidence”.Journal of Financial Economics 12: 13–32.
Keim, D. B. 1989. “Trading Patterns, Bid Ask Spreads and Estimated Security Returns: The Case of Common Stocks at Calendar Turning Points.”Journal of Financial Economics 18: 75–97.
Kennedy, P. 1998.A Guide to Econometrics. 4th Edition, Cambridge, MA: MIT Press: 190.
Kennickell, A., M. Starr-McCluer, and A. Sunden. 1997. “Family Finances in the U.S.: Recent Evidence From the Survey of Consumer Finances”.Federal Researve Bulletin 83, 1–24.
Ligon, J. 1997. “A Simultaneous Test of Competing Theories Regarding The January Effect”.The Journal of Financial Research 20: 13–32.
Poterba, J., and S. Weisbenner. 2001. “Capital Gains Tax Rules, Tax-loss Trading, and Turn-of-the-year Returns”.The Journal of Finance 56: 353–368.
Reinganum, M. 1983. “The Anomalous Stock Market Behavior of Small Firms in January: Empirical Tests for Tax Loss Selling”.Journal of Financial Economics 12: 89–104.
Ritter, J. R. 1988. “The Buying and Selling Behavior of Individual Investors at the Turn of the Year”.Journal of Finance 43: 701–717.
Sias, R., and L. Starks. 1997. “Institutions and Individuals at the Turn-of-the-Year”.Journal of Finance 52: 1543–1562.
Author information
Authors and Affiliations
Corresponding author
Additional information
The authors wish to acknowledge the editor and anonymous referees for helpful comments and suggestions.
Rights and permissions
About this article
Cite this article
Johnston, K., Cox, D.R. Market index returns, macroeconomic variables, and tax-loss selling. J Econ Finan 26, 297–308 (2002). https://doi.org/10.1007/BF02759713
Issue Date:
DOI: https://doi.org/10.1007/BF02759713