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Comparison of the effects of investor attention using search volume data before and after mobile device popularization

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  • Jonghyeon Min

Abstract

In this study, we will study investor attention measurement using the Search Volume Index in the recent market. Since 2009, the popularity of mobile devices and the spread of the Internet have made the speed of information delivery faster and the investment information retrieval data for obtaining investment information has increased dramatically. In these circumstances, investor attention measurement using search volume data can be measured more accurately and faster than before mobile device popularization. To confirm this, we will compare the effect of measuring investor attention using search volume data before and after mobile device popularization. In addition, it is confirmed that the measured investor attention is that of retail traders, not institutional traders or professional traders, and the relationship between investor attention and short-term price pressure theory. Using SVI data provided by Google Trends, we will experiment with Russell 3000 stocks and IPO stocks and compare the results. In addition, the results of investigating the investor's interest using the search volume data from various angles through experiments such as the comparison of the results based on the inclusion of the noise ticker group, the comparison of the limitations of the existing investor attention measurement method, and the comparison of explanatory variables with existing IPO related studies. We would like to verify its practicality and significance.

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  • Jonghyeon Min, 2021. "Comparison of the effects of investor attention using search volume data before and after mobile device popularization," Papers 2101.03239, arXiv.org.
  • Handle: RePEc:arx:papers:2101.03239
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    1. Alexander Ljungqvist & Vikram Nanda & Rajdeep Singh, 2006. "Hot Markets, Investor Sentiment, and IPO Pricing," The Journal of Business, University of Chicago Press, vol. 79(4), pages 1667-1702, July.
    2. Loughran, Tim & Ritter, Jay R, 1995. "The New Issues Puzzle," Journal of Finance, American Finance Association, vol. 50(1), pages 23-51, March.
    3. Jay R. Ritter & Ivo Welch, 2002. "A Review of IPO Activity, Pricing, and Allocations," Journal of Finance, American Finance Association, vol. 57(4), pages 1795-1828, August.
    4. Bessembinder, Hendrik & Maxwell, William & Venkataraman, Kumar, 2006. "Market transparency, liquidity externalities, and institutional trading costs in corporate bonds," Journal of Financial Economics, Elsevier, vol. 82(2), pages 251-288, November.
    5. Han, Bing & Kumar, Alok, 2013. "Speculative Retail Trading and Asset Prices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(2), pages 377-404, April.
    6. Soeren Hvidkjaer, 2008. "Small Trades and the Cross-Section of Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1123-1151, May.
    7. Zhi Da & Joseph Engelberg & Pengjie Gao, 2011. "In Search of Attention," Journal of Finance, American Finance Association, vol. 66(5), pages 1461-1499, October.
    8. Tim Loughran & Jay R. Ritter, 2002. "Why Don't Issuers Get Upset About Leaving Money on the Table in IPOs?," The Review of Financial Studies, Society for Financial Studies, vol. 15(2), pages 413-444, March.
    9. Daniel, Kent, et al, 1997. "Measuring Mutual Fund Performance with Characteristic-Based Benchmarks," Journal of Finance, American Finance Association, vol. 52(3), pages 1035-1058, July.
    10. Hanley, Kathleen Weiss, 1993. "The underpricing of initial public offerings and the partial adjustment phenomenon," Journal of Financial Economics, Elsevier, vol. 34(2), pages 231-250, October.
    11. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    12. Cook, Douglas O. & Kieschnick, Robert & Van Ness, Robert A., 2006. "On the marketing of IPOs," Journal of Financial Economics, Elsevier, vol. 82(1), pages 35-61, October.
    13. Shumway, Tyler, 1997. "The Delisting Bias in CRSP Data," Journal of Finance, American Finance Association, vol. 52(1), pages 327-340, March.
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