Naïve is as Naïve does: The relation between retail investor attention, value investing, and noise
DOI:
https://doi.org/10.1590/1808-057x20252196.ptKeywords:
investor attention, value investing, noise traders, Google trends, CAPE ratioAbstract
This paper investigates whether noisy variables, such as price trends and market sentiment, attract more attention from these investors than value-related information such as the price-earnings (PE) ratio. The literature investigating the role of individual investors in stock markets has provided vast evidence of retail traders’ performance. In contrast, little scrutiny has been put into examining the factors that induce these investors to trade. The main motivation of this study is to provide evidence to answer this question. The evidence that value-investing information is more important to investment decisions than noisy parameters and that this importance is more acute when the stock market becomes cheaper indicates that retail traders commonly base their decision-making process on efficient information, which is incompatible with the understanding that these players make naïve investment decisions. The findings challenge the common assumption present in several noise trader frameworks that individual investors are natural candidates for naïve investors, aligning with a more recent strand of the literature documenting that retail investors make efficient investment decisions. I employ an ordinary least squares (OLS) model and a quantile regression approach. The dependent variable (investor attention) is proxied by Google search volume of online searches on different stock market indexes. The independent variables are market sentiment (based on the American Association of Individual Investors survey), market return and Robert Shiller’s cyclically adjusted PE (CAPE) ratio. The results suggest that PE dynamics are more important in explaining changes in attention than noisy variables. Moreover, the negative sign exhibited by the value-attention relationship indicates that individual investors are more (less) attentive to stocks when they become cheaper (more expensive). I also demonstrate that this association is more representative during down markets but absent during positive periods, contradicting the stylized fact that retail traders are a driving force of bubbles.
Downloads
References
Baker, M., & Wurgler, J. (2007). Investor sentiment in the stock market. Journal of Economic Perspectives, 21(2), 129-151. https://doi.org/10.1257/jep.21.2.129
Barber, B. M., Odean, T., & Zhu, N. (2009). Do retail traders move the market? Review of Financial Studies, 22(1), 151-186. https://doi.org/10.1093/rfs/hhn035
Bauer, R., Cosemans, M., & Eichholtz, P. (2009). Option trading and individual investor performance. Journal of Banking & Finance, 33, 731-746. https://doi.org/10.1016/j.jbankfin.2008.11.005
Black, F. (1986). Noise. Journal of Finance, 41(3), 529-543. https://doi.org/10.1111/j.1540-6261.1986.tb04513.x
Bohemer, E., Jones, C., Zhang, X., & Zhang, X. (2021). Tracking retail investor activity. Journal of Finance, 76(5), 2249-2305. https://doi.org/10.1111/jofi.13033
Castro, J., & Piccoli, P. (2023). Do online searches actually measure future investor trades? International Review of Financial Analysis, 86, 102552. https://doi.org/10.1016/j.irfa.2023.102552
Chau F., Deesomsak, R., & Koutmos, D. (2016). Does investor sentiment really matter? International Review of Financial Analysis, 48, 221-232. https://doi.org/10.1016/j.irfa.2016.10.003
Chen, H., Cow, E., & Shiu, C. (2016). The informational role of individual investors in stock pricing: Evidence from large individual and small retail investors. Pacific-Basin Finance Journal, 31, 36-56. https://doi.org/10.1016/j.pacfin.2014.12.001
Cheng, F., Wang, C., Chiao, C., Yao, S., & Fang, Z. (2021). Retail attention, retail trades, and stock price crash risk. Emerging Markets Review, 49, 100821. https://doi.org/10.1016/j.ememar.2021.100821
Choi, J., Kedar-Levy, H., & Yoo, S. (2015). Are individual or institutional investors the agents of bubbles? Journal of International Money and Finance, 59, 1-22. https://doi.org/10.1016/j.jimonfin.2015.09.004
Da, Z., Engelberg, J., & Gao, P. (2011). In search of attention. Journal of Finance, 66(5), 1461-1499. https://doi.org/10.1111/j.1540-6261.2011.01679.x
Dahlquist, M., Martinez, J., & Söderlind, P. (2017). Individual investor activity and performance. Review of Financial Studies, 30(3), 866-899. https://doi.org/10.1093/rfs/hhw093
De Long, J. B., Shleifer, A., Summers, L. H., & Waldmann, R. J. (1990). Noise trader risk in financial markets. Journal of Political Economy, 98(4), 703-738. https://doi.org/10.1086/261703
Fama, E. (1970). Efficient capital markets: A review of theory and empirical work. Journal of Finance, 25(2), 383-417. https://doi.org/10.7208/9780226426983-007
Farrell, M., Green, T., Jame, R., & Markov, S. (2022). The democratization of investment research and the informativeness of retail investor trading. Journal of Financial Economics, 145(2B), 616-641. https://doi.org/10.1016/j.jfineco.2021.07.018
Glossner, S., Matos, P., Ramelli, S., & Wagner, A. (2022). Do institutional investors stabilize equity markets in crisis periods? Evidence from COVID-19 [Working Paper]. European Corporate Governance Institute. https://doi.org/10.1287/mnsc.2022.03411
Herve, F., Zouaoui, M., & Belvaux, B. (2019). Noise traders and smart money: Evidence from online searches. Economic Modelling, 83, 141-149. https://doi.org/10.1016/j.econmod.2019.02.005
Hott, C. (2009). Herding behavior in asset markets. Journal of Financial Stability, 5, 35-56. https://doi.org/10.1016/j.jfs.2008.01.004
Kelley, E., & Tetlock, P. (2013). How wise are crowds? Insights from retail orders and stock returns. Journal of Finance, 68(3), 1229-1265. https://doi.org/10.1111/jofi.12028
Kelley, E., & Tetlock, P. (2017). Retail short selling and stock prices. Review of Financial Studies, 30(3), 801-834. https://doi.org/10.1093/rfs/hhw089
Lewellen, J. (2002). Momentum and autocorrelation in stock returns. Review of Financial Studies, 15(2), 533-563. https://doi.org/10.1093/rfs/15.2.533
Liu, S., Han, J. (2020). Media tone and expected stock returns. International Review of Financial Analysis, 70, 101522. https://doi.org/10.1016/j.irfa.2020.101522
Ozik, G., Sadka, R., & Shen, S. (2021). Flattening the illiquidity curve: Retail trading during the COVID-19 lockdown. Journal of Financial and Quantitative Analysis, 56(7), 2356-2388. https://doi.org/10.1017/S0022109021000387
Shiller, R. J. (2005). Irrational exuberance (2nd ed.). Princeton: Princeton University Press.
Shiller, R. J. (2014). Speculative asset prices. American Economic Review, 104(6), 1486-1517. https://doi.org/10.1257/aer.104.6.1486
Shleifer, A., & Summers, L. (1990). The noise trader approach to finance. Journal of Economic Perspectives, 4(2), 19-33. https://doi.org/10.1257/jep.4.2.19
Tetlock, P. (2007). Giving content to investor sentiment: The role of media in the stock market. Journal of Finance, 62(3), 1139-1168. https://doi.org/10.1111/j.1540-6261.2007.01232.x
Wang, Q., & Zhang, J. (2015). Does individual investor trading impact firm valuation? Journal of Corporate Finance, 35, 120-135. https://doi.org/10.1016/j.jcorpfin.2015.08.001
Welch, I. (2022). The wisdom of the Robinhood crowd. Journal of Finance, 78(3), 1489-1527. https://doi.org/10.1111/jofi.13128
Downloads
Published
Issue
Section
License

This work is licensed under a Creative Commons Attribution 4.0 International License.
The content of the article(s) published in the RC&F are of the entire liability of the authors, including with regard to the truth, updating and accuracy of data and information. The authors shall assign the rights in advance to the Department of Accounts and Actuarial Sciences of the FEA/USP, which shall permit the publication of extracts or of the whole, with prior permission, provided that the source is cited (Creative Commons – CCBY).
RC&F shall not charge a fee for the submission of articles. The submission of articles to RC&F shall imply that the author(s) authorizes/authorize its publication without the payment of author’s rights.
The submission of articles shall authorize the RC&F to adjust the text of the article(s) to their publication formats and if necessary, to make spelling, grammar and regulatory changes.


