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Information Valuation and Confirmation Bias in Virtual Communities: Evidence from Stock Message Boards

Published: 01 December 2013 Publication History

Abstract

Virtual communities continue to play a greater role in social, political, and economic interactions. However, how users value information from these communities and how that affects their behavior and future expectations is not fully understood. Stock message boards provide an excellent setting to analyze these issues given the large user base and market uncertainty. Using data from 502 investor responses from a field experiment on one of the largest message board operators in South Korea, our analyses revealed that investors exhibit confirmation bias, whereby they preferentially treat messages that support their prior beliefs. This behavior is more pronounced for investors with higher perceived knowledge about the market and higher strength of belief i.e., sentiment toward a particular stock. We also find a negative interaction effect between the perceived knowledge and the strength of prior belief on confirmation bias. Those exhibiting confirmation bias are also more overconfident; as a result, they trade more actively and expect higher market returns than is warranted. Collectively, these results suggest that participation in virtual communities may not necessarily lead to superior financial returns.

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  • (2024)When Beliefs Influence the Perceived Signal PrecisionManagement Science10.1287/mnsc.2023.494170:8(5517-5539)Online publication date: 1-Aug-2024
  • (2022)Do You Really Know if It’s True? How Asking Users to Rate Stories Affects Belief in Fake News on Social MediaInformation Systems Research10.1287/isre.2021.109033:3(887-907)Online publication date: 1-Sep-2022
  • (2022)How topic novelty impacts the effectiveness of news veracity interventionsCommunications of the ACM10.1145/346035065:2(68-75)Online publication date: 24-Jan-2022
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  1. Information Valuation and Confirmation Bias in Virtual Communities: Evidence from Stock Message Boards

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    Published In

    cover image Information Systems Research
    Information Systems Research  Volume 24, Issue 4
    December 2013
    289 pages

    Publisher

    INFORMS

    Linthicum, MD, United States

    Publication History

    Published: 01 December 2013
    Received: 24 November 2010

    Author Tags

    1. confirmation bias
    2. investment decisions
    3. overconfidence
    4. stock message boards
    5. virtual communities

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    • (2024)When Beliefs Influence the Perceived Signal PrecisionManagement Science10.1287/mnsc.2023.494170:8(5517-5539)Online publication date: 1-Aug-2024
    • (2022)Do You Really Know if It’s True? How Asking Users to Rate Stories Affects Belief in Fake News on Social MediaInformation Systems Research10.1287/isre.2021.109033:3(887-907)Online publication date: 1-Sep-2022
    • (2022)How topic novelty impacts the effectiveness of news veracity interventionsCommunications of the ACM10.1145/346035065:2(68-75)Online publication date: 24-Jan-2022
    • (2021)Ideology and Composition Among an Online CrowdManagement Science10.1287/mnsc.2020.366167:5(3067-3086)Online publication date: 1-May-2021
    • (2021)How does social media sentiment impact mass media sentiment? A study of news in the financial marketsJournal of the Association for Information Science and Technology10.1002/asi.2447772:9(1183-1197)Online publication date: 5-Aug-2021
    • (2020)Appealing to Sense and SensibilityInformation Systems Research10.1287/isre.2020.092731:3(987-1006)Online publication date: 1-Sep-2020
    • (2018)The interaction between microblog sentiment and stock returnsMIS Quarterly10.25300/MISQ/2018/1426842:3(895-918)Online publication date: 1-Sep-2018
    • (2018)Do experts or crowd-based models produce more bias? evidence from encyclopedia britannica and wikipediaMIS Quarterly10.25300/MISQ/2018/1408442:3(945-960)Online publication date: 1-Sep-2018
    • (2018)The impact of past performance on information valuation in virtual communitiesInformation Processing and Management: an International Journal10.1016/j.ipm.2017.10.00754:4(740-753)Online publication date: 1-Jul-2018
    • (2017)Bibliometric analysis on the association between behavioral finance and decision making with cognitive biases such as overconfidence, anchoring effect and confirmation biasScientometrics10.1007/s11192-017-2371-5111:3(1775-1799)Online publication date: 1-Jun-2017
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