IDEAS home Printed from https://ideas.repec.org/a/eee/jfinec/v141y2021i2p533-550.html
   My bibliography  Save this article

The rate of communication

Author

Listed:
  • Huang, Shiyang
  • Hwang, Byoung-Hyoun
  • Lou, Dong

Abstract

We study the transmission of financial news and opinions through social interactions among retail investors in the United States. We identify a series of plausibly exogenous shocks, which cause “treated investors” to trade abnormally. We then trace the “contagion” of abnormal trading activity from the treated investors to their neighbors and their neighbors’ neighbors. Coupled with methodology drawn from epidemiology, our setting allows us to estimate the rate of communication and how it varies with the characteristics of the underlying investor population.

Suggested Citation

  • Huang, Shiyang & Hwang, Byoung-Hyoun & Lou, Dong, 2021. "The rate of communication," Journal of Financial Economics, Elsevier, vol. 141(2), pages 533-550.
  • Handle: RePEc:eee:jfinec:v:141:y:2021:i:2:p:533-550
    DOI: 10.1016/j.jfineco.2021.03.013
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304405X21001276
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jfineco.2021.03.013?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Mark Mitchell & Todd Pulvino, 2001. "Characteristics of Risk and Return in Risk Arbitrage," Journal of Finance, American Finance Association, vol. 56(6), pages 2135-2175, December.
    2. Kelly Shue, 2013. "Executive Networks and Firm Policies: Evidence from the Random Assignment of MBA Peers," Review of Financial Studies, Society for Financial Studies, vol. 26(6), pages 1401-1442.
    3. Zoran Ivkovi & Scott Weisbenner, 2007. "Information Diffusion Effects in Individual Investors' Common Stock Purchases: Covet Thy Neighbors' Investment Choices," The Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1327-1357.
    4. Matthew O. Jackson, 2014. "Networks in the Understanding of Economic Behaviors," Journal of Economic Perspectives, American Economic Association, vol. 28(4), pages 3-22, Fall.
    5. Abhijit Banerjee & Arun G Chandrasekhar & Esther Duflo & Matthew O Jackson, 2019. "Using Gossips to Spread Information: Theory and Evidence from Two Randomized Controlled Trials," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(6), pages 2453-2490.
    6. Josh Lerner & Ulrike Malmendier, 2013. "With a Little Help from My (Random) Friends: Success and Failure in Post-Business School Entrepreneurship," Review of Financial Studies, Society for Financial Studies, vol. 26(10), pages 2411-2452.
    7. Escobar Pradilla,Laura Manuela & Pedraza Morales,Alvaro Enrique, 2019. "Active Trading and (Poor) Performance : The Social Transmission Channel," Policy Research Working Paper Series 8767, The World Bank.
    8. Esther Duflo & Emmanuel Saez, 2003. "The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 815-842.
    9. Robert J. Shiller, 2017. "Narrative Economics," American Economic Review, American Economic Association, vol. 107(4), pages 967-1004, April.
    10. Terrance Odean, 1998. "Are Investors Reluctant to Realize Their Losses?," Journal of Finance, American Finance Association, vol. 53(5), pages 1775-1798, October.
    11. David Hirshleifer, 2020. "Presidential Address: Social Transmission Bias in Economics and Finance," Journal of Finance, American Finance Association, vol. 75(4), pages 1779-1831, August.
    12. Michael Anderson & Jeremy Magruder, 2012. "Learning from the Crowd: Regression Discontinuity Estimates of the Effects of an Online Review Database," Economic Journal, Royal Economic Society, vol. 122(563), pages 957-989, September.
    13. Rawley Heimer & David Simon, 2015. "Facebook Finance: How Social Interaction Propagates Active Investing," Working Papers (Old Series) 1522, Federal Reserve Bank of Cleveland.
    14. Hvide, Hans K. & Östberg, Per, 2015. "Social interaction at work," Journal of Financial Economics, Elsevier, vol. 117(3), pages 628-652.
    15. Kaustia, Markku & Knüpfer, Samuli, 2012. "Peer performance and stock market entry," Journal of Financial Economics, Elsevier, vol. 104(2), pages 321-338.
    16. Brad M. Barber & Terrance Odean, 2001. "Boys will be Boys: Gender, Overconfidence, and Common Stock Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 261-292.
    17. Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2005. "Thy Neighbor's Portfolio: Word‐of‐Mouth Effects in the Holdings and Trades of Money Managers," Journal of Finance, American Finance Association, vol. 60(6), pages 2801-2824, December.
    18. Jeffrey R. Brown & Zoran Ivković & Paul A. Smith & Scott Weisbenner, 2008. "Neighbors Matter: Causal Community Effects and Stock Market Participation," Journal of Finance, American Finance Association, vol. 63(3), pages 1509-1531, June.
    19. Stefano Giglio & Kelly Shue, 2014. "Editor's Choice No News Is News: Do Markets Underreact to Nothing?," Review of Financial Studies, Society for Financial Studies, vol. 27(12), pages 3389-3440.
    20. Shiller, 021Robert J. & Pound, John, 1989. "Survey evidence on diffusion of interest and information among investors," Journal of Economic Behavior & Organization, Elsevier, vol. 12(1), pages 47-66, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Huang, Shiyang & Hwang, Byoung-Hyoun & Lou, Dong, 2021. "The rate of communication," LSE Research Online Documents on Economics 105870, London School of Economics and Political Science, LSE Library.
    2. Escobar, Laura & Pedraza, Alvaro, 2023. "Active trading and (poor) performance: The social transmission channel," Journal of Financial Economics, Elsevier, vol. 150(1), pages 139-165.
    3. Chen, Hailiang & Hwang, Byoung-Hyoun, 2022. "Listening in on investors’ thoughts and conversations," Journal of Financial Economics, Elsevier, vol. 145(2), pages 426-444.
    4. Heimer, Rawley Z., 2014. "Friends do let friends buy stocks actively," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PB), pages 527-540.
    5. Hellström, Jörgen & Stålnacke, Oscar & Olsson, Rickard, 2022. "Individuals’ financial risk-taking and peer influence," The Quarterly Review of Economics and Finance, Elsevier, vol. 86(C), pages 1-17.
    6. Pedersen, Lasse Heje, 2022. "Game on: Social networks and markets," Journal of Financial Economics, Elsevier, vol. 146(3), pages 1097-1119.
    7. Edward Halim & Yohanes E. Riyanto & Nilanjan Roy, 2019. "Costly Information Acquisition, Social Networks, and Asset Prices: Experimental Evidence," Journal of Finance, American Finance Association, vol. 74(4), pages 1975-2010, August.
    8. Rawley Heimer & David Simon, 2015. "Facebook Finance: How Social Interaction Propagates Active Investing," Working Papers (Old Series) 1522, Federal Reserve Bank of Cleveland.
    9. Bing Han & Liyan Yang, 2013. "Social Networks, Information Acquisition, and Asset Prices," Management Science, INFORMS, vol. 59(6), pages 1444-1457, June.
    10. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    11. Samuli Knüpfer & Elias Rantapuska & Matti Sarvimäki, 2023. "Social Interaction in the Family: Evidence from Investors’ Security Holdings," Review of Finance, European Finance Association, vol. 27(4), pages 1297-1327.
    12. Michael Bailey & Ruiqing Cao & Theresa Kuchler & Johannes Stroebel, 2016. "Social Networks and Housing Markets," NBER Working Papers 22258, National Bureau of Economic Research, Inc.
    13. Hirshleifer, David & Teoh, Siew Hong, 2008. "Thought and Behavior Contagion in Capital Markets," MPRA Paper 9142, University Library of Munich, Germany.
    14. Pruijssers, Jorien Louise & Singer, Gallia & Singer, Zvi & Tsang, Desmond, 2023. "Social influence pressures and the risk preferences of aspiring financial market professionals," Journal of Accounting Education, Elsevier, vol. 62(C).
    15. Fabrice Hervé & Elodie Manthé & Aurélie Sannajust & Armin Schwienbacher, 2019. "Determinants of individual investment decisions in investment‐based crowdfunding," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 46(5-6), pages 762-783, May.
    16. Zhang, Annie C. & Fang, Jiali & Jacobsen, Ben & Marshall, Ben R., 2018. "Peer effects, personal characteristics and asset allocation," Journal of Banking & Finance, Elsevier, vol. 90(C), pages 76-95.
    17. Safeer Ullah Khan & Mansi Wang & Ikram Ullah Khan & Xiang‐dong Liu, 2022. "Evaluating stock trading behaviour: Information sources nexus through intrinsic and extrinsic motivation," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 2965-2976, July.
    18. Andersen, Steffen & Hanspal, Tobin & Nielsen, Kasper Meisner, 2019. "Once bitten, twice shy: The power of personal experiences in risk taking," Journal of Financial Economics, Elsevier, vol. 132(3), pages 97-117.
    19. Kiichi Tokuoka, 2017. "Is stock investment contagious among siblings?," Empirical Economics, Springer, vol. 52(4), pages 1505-1528, June.
    20. Lou, Youcheng & Yang, Yaqing, 2023. "Information linkages in a financial market with imperfect competition," Journal of Economic Dynamics and Control, Elsevier, vol. 150(C).

    More about this item

    Keywords

    Social interaction; Investor communication; Information diffusion;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G20 - Financial Economics - - Financial Institutions and Services - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jfinec:v:141:y:2021:i:2:p:533-550. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505576 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.