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Does the Internet Increase Trading? Evidence from Investor Behavior in 401(k) Plans

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  • James J. Choi
  • David Laibson
  • Andrew Metrick

Abstract

We analyze the impact of a Web-based trading channel on the trading activity in two corporate 401(k) plans. Using detailed data on about 100,000 participants, we compare trading growth in these firms to growth for a sample of firms without a Web channel. After 18 months of access, the inferred Web effect is very large: trading frequency doubles, and portfolio turnover rises by over 50 percent. We also document several patterns of Web-trading behavior. Young, male, and wealthy participants are more likely to try the Web channel. Frequent traders (before Web introduction) are less likely to try the Web. Participants who try the Web tend to stick with it. Web trades tend to be smaller than phone trades both in dollars and as a fraction of portfolio. Short-term' trades make up a higher proportion of phone trades than of Web trades.

Suggested Citation

  • James J. Choi & David Laibson & Andrew Metrick, 2000. "Does the Internet Increase Trading? Evidence from Investor Behavior in 401(k) Plans," NBER Working Papers 7878, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:7878
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    1. William N. Goetzmann & Massimo Massa & K. Geert Rouwenhorst, 2000. "Behavioral Factors in Mutual Fund Flows," Yale School of Management Working Papers ysm135, Yale School of Management.
    2. Chevalier, Judith & Ellison, Glenn, 1997. "Risk Taking by Mutual Funds as a Response to Incentives," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1167-1200, December.
    3. Mark Grinblatt & Matti Keloharju, 2001. "What Makes Investors Trade?," Journal of Finance, American Finance Association, vol. 56(2), pages 589-616, April.
    4. repec:bla:jfinan:v:53:y:1998:i:5:p:1775-1798 is not listed on IDEAS
    5. Goetzmann, William N. & Ivković, Zoran & Rouwenhorst, K. Geert, 2001. "Day Trading International Mutual Funds: Evidence and Policy Solutions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(3), pages 287-309, September.
    6. Edelen, Roger M., 1999. "Investor flows and the assessed performance of open-end mutual funds," Journal of Financial Economics, Elsevier, vol. 53(3), pages 439-466, September.
    7. Bergstresser, Daniel & Poterba, James, 2002. "Do after-tax returns affect mutual fund inflows?," Journal of Financial Economics, Elsevier, vol. 63(3), pages 381-414, March.
    8. Brad M. Barber & Terrance Odean, 2000. "Trading Is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors," Journal of Finance, American Finance Association, vol. 55(2), pages 773-806, April.
    9. John M.R. Chalmers & Roger M. Edelen & Gregory B. Kadlec, 1999. "The Wildcard Option in Transacting Mutual-Fund Shares," Center for Financial Institutions Working Papers 00-03, Wharton School Center for Financial Institutions, University of Pennsylvania.
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    Cited by:

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    2. Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2001. "Social Interaction and Stock-Market Participation," NBER Working Papers 8358, National Bureau of Economic Research, Inc.
    3. Md Miran Hossain & Babak Mammadov & Hamid Vakilzadeh, 2022. "Wisdom of the crowd and stock price crash risk: evidence from social media," Review of Quantitative Finance and Accounting, Springer, vol. 58(2), pages 709-742, February.
    4. Kuwayama, Mikio, 2001. "E-commerce and export promotion policies for small- and medium-sized enterprises: East Asian and Latin American experiences," Comercio Internacional 4351, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    5. Christophe Boucher, 2003. "Stock Market Valuation : the Role of the Macroeconomic Risk Premium," Finance 0305011, University Library of Munich, Germany.
    6. Gene D'Avolio & Efi Gildor & Andrei Shleifer, 2001. "Technology, information production, and market efficiency," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 125-160.
    7. Chan, Terence & Watson, Iain & Wee, Marvin, 2005. "The impact of the Internet on earnings announcements," Pacific-Basin Finance Journal, Elsevier, vol. 13(3), pages 263-300, June.
    8. Paul Willman & Mark Fenton‐O'Creevy & Nigel Nicholson & Emma Soane, 2006. "Noise Trading and the Management of Operational Risk; Firms, Traders and Irrationality in Financial Markets," Journal of Management Studies, Wiley Blackwell, vol. 43(6), pages 1357-1374, September.
    9. Richard H. Thaler & Shlomo Benartzi, 2004. "Save More Tomorrow (TM): Using Behavioral Economics to Increase Employee Saving," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 164-187, February.
    10. Julie Agnew & Pierluigi Balduzzi & Annika Sundén, 2003. "Portfolio Choice and Trading in a Large 401(k) Plan," American Economic Review, American Economic Association, vol. 93(1), pages 193-215, March.
    11. Daniel, Kent & Hirshleifer, David & Teoh, Siew Hong, 2002. "Investor psychology in capital markets: evidence and policy implications," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 139-209, January.
    12. Brad M. Barber & Terrance Odean, 2001. "The Internet and the Investor," Journal of Economic Perspectives, American Economic Association, vol. 15(1), pages 41-54, Winter.

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    JEL classification:

    • D0 - Microeconomics - - General
    • G0 - Financial Economics - - General

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