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Social Media Networks and Stock Price Synchronicity: Evidence from a Chinese Stock Forum

Author

Listed:
  • Feng Guo
  • Bin Lyu
  • Xiaoliang Lyu
  • Jiandong Zheng

Abstract

The widespread communication and interaction between small investors on social media in the capital market has resulted in the formation of a social media network specific to listed companies. Using a unique dataset from an active online stock forum in China, we construct a social media network of listed companies by assigning listed companies as nodes and common commenters who post in each of the subforums for two listed companies in a year as edges. Then, we investigate the relationship between the network centrality of the listed companies and stock price synchronicity. The results show that there is a significantly negative relationship between the social network centrality of listed companies and stock price synchronicity, indicating that social media networks can improve the price efficiency of capital markets. The mechanism analysis shows that social media networks can produce more corporate‐specific information and improve the efficiency of information dissemination, thus reducing stock price synchronicity.

Suggested Citation

  • Feng Guo & Bin Lyu & Xiaoliang Lyu & Jiandong Zheng, 2025. "Social Media Networks and Stock Price Synchronicity: Evidence from a Chinese Stock Forum," Abacus, Accounting Foundation, University of Sydney, vol. 61(2), pages 419-461, June.
  • Handle: RePEc:bla:abacus:v:61:y:2025:i:2:p:419-461
    DOI: 10.1111/abac.12341
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    as
    1. Robert M. Bushman & Joseph D. Piotroski & Abbie J. Smith, 2004. "What Determines Corporate Transparency?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 42(2), pages 207-252, May.
    2. Mark T. Leary & Michael R. Roberts, 2014. "Do Peer Firms Affect Corporate Financial Policy?," Journal of Finance, American Finance Association, vol. 69(1), pages 139-178, February.
    3. Wurgler, Jeffrey, 2000. "Financial markets and the allocation of capital," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 187-214.
    4. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    5. Khanna, Tarun & Thomas, Catherine, 2009. "Synchronicity and firm interlocks in an emerging market," Journal of Financial Economics, Elsevier, vol. 92(2), pages 182-204, May.
    6. He, Jie (Jack) & Huang, Jiekun & Zhao, Shan, 2019. "Internalizing governance externalities: The role of institutional cross-ownership," Journal of Financial Economics, Elsevier, vol. 134(2), pages 400-418.
    7. Yang, Chunpeng & Wu, Huihui, 2019. "Chasing investor sentiment in stock market," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    8. Huang, Yuqin & Qiu, Huiyan & Wu, Zhiguo, 2016. "Local bias in investor attention: Evidence from China's Internet stock message boards," Journal of Empirical Finance, Elsevier, vol. 38(PA), pages 338-354.
    9. Hunt Allcott & Matthew Gentzkow, 2017. "Social Media and Fake News in the 2016 Election," NBER Working Papers 23089, National Bureau of Economic Research, Inc.
    10. Douglas W. Diamond & Philip H. Dybvig, 2000. "Bank runs, deposit insurance, and liquidity," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Win), pages 14-23.
    11. Li, Shan & Brockman, Paul & Zurbruegg, Ralf, 2015. "Cross-listing, firm-specific information, and corporate governance: Evidence from Chinese A-shares and H-shares," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 347-362.
    12. Paul C. Tetlock, 2011. "All the News That's Fit to Reprint: Do Investors React to Stale Information?," The Review of Financial Studies, Society for Financial Studies, vol. 24(5), pages 1481-1512.
    13. Israelsen, Ryan D., 2016. "Does Common Analyst Coverage Explain Excess Comovement?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(4), pages 1193-1229, August.
    14. Gul, Ferdinand A. & Kim, Jeong-Bon & Qiu, Annie A., 2010. "Ownership concentration, foreign shareholding, audit quality, and stock price synchronicity: Evidence from China," Journal of Financial Economics, Elsevier, vol. 95(3), pages 425-442, March.
    15. Hirshleifer, David & Teoh, Siew Hong, 2003. "Limited attention, information disclosure, and financial reporting," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 337-386, December.
    16. Baker, Malcolm & Wurgler, Jeffrey & Yuan, Yu, 2012. "Global, local, and contagious investor sentiment," Journal of Financial Economics, Elsevier, vol. 104(2), pages 272-287.
    17. Brian J. Bushee & John E. Core & Wayne Guay & Sophia J.W. Hamm, 2010. "The Role of the Business Press as an Information Intermediary," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 48(1), pages 1-19, March.
    18. Chan, Kalok & Chan, Yue-Cheong, 2014. "Price informativeness and stock return synchronicity: Evidence from the pricing of seasoned equity offerings," Journal of Financial Economics, Elsevier, vol. 114(1), pages 36-53.
    19. Lei Jiang & Jinyu Liu & Baozhong Yang, 2019. "Communication and Comovement: Evidence from Online Stock Forums," Financial Management, Financial Management Association International, vol. 48(3), pages 805-847, September.
    20. Liu, Baixiao & McConnell, John J., 2013. "The role of the media in corporate governance: Do the media influence managers' capital allocation decisions?," Journal of Financial Economics, Elsevier, vol. 110(1), pages 1-17.
    21. Lewellen, Katharina & Lowry, Michelle, 2021. "Does common ownership really increase firm coordination?," Journal of Financial Economics, Elsevier, vol. 141(1), pages 322-344.
    22. Hasan, Iftekhar & Song, Liang & Wachtel, Paul, 2014. "Institutional development and stock price synchronicity: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 42(1), pages 92-108.
    23. Merton, Robert C, 1987. "A Simple Model of Capital Market Equilibrium with Incomplete Information," Journal of Finance, American Finance Association, vol. 42(3), pages 483-510, July.
    24. Xi Zhang & Jiawei Shi & Di Wang & Binxing Fang, 2018. "Exploiting Investors Social Network for Stock Prediction in China's Market," Papers 1801.00597, arXiv.org.
    25. Christophe, Stephen E. & Ferri, Michael G. & Hsieh, Jim, 2010. "Informed trading before analyst downgrades: Evidence from short sellers," Journal of Financial Economics, Elsevier, vol. 95(1), pages 85-106, January.
    26. Paul C. Tetlock & Maytal Saar‐Tsechansky & Sofus Macskassy, 2008. "More Than Words: Quantifying Language to Measure Firms' Fundamentals," Journal of Finance, American Finance Association, vol. 63(3), pages 1437-1467, June.
    27. Cooper, Ian & Sercu, Piet & Vanpée, Rosanne, 2013. "The Equity Home Bias Puzzle: A Survey," Foundations and Trends(R) in Finance, now publishers, vol. 7(4), pages 289-416, December.
    28. Alexander Ljungqvist & Wenlan Qian, 2016. "How Constraining Are Limits to Arbitrage?," The Review of Financial Studies, Society for Financial Studies, vol. 29(8), pages 1975-2028.
    29. Hutton, Amy P. & Marcus, Alan J. & Tehranian, Hassan, 2009. "Opaque financial reports, R2, and crash risk," Journal of Financial Economics, Elsevier, vol. 94(1), pages 67-86, October.
    30. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    31. repec:bla:jfinan:v:59:y:2004:i:3:p:1259-1294 is not listed on IDEAS
    32. Joe, Jennifer R. & Louis, Henock & Robinson, Dahlia, 2009. "Managers’ and Investors’ Responses to Media Exposure of Board Ineffectiveness," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(3), pages 579-605, June.
    33. Stefano Dellavigna & Joshua M. Pollet, 2009. "Investor Inattention and Friday Earnings Announcements," Journal of Finance, American Finance Association, vol. 64(2), pages 709-749, April.
    34. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    35. Hunt Allcott & Matthew Gentzkow, 2017. "Social Media and Fake News in the 2016 Election," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 211-236, Spring.
    36. Alexander Dyck & Natalya Volchkova & Luigi Zingales, 2008. "The Corporate Governance Role of the Media: Evidence from Russia," Journal of Finance, American Finance Association, vol. 63(3), pages 1093-1135, June.
    37. Gao, Kaijuan & Lin, Wanfa & Yang, Li & Chan, Kam C., 2020. "The impact of analyst coverage and stock price synchronicity: Evidence from brokerage mergers and closures✰," Finance Research Letters, Elsevier, vol. 33(C).
    38. Dhaliwal, Dan S. & Lamoreaux, Phillip T. & Litov, Lubomir P. & Neyland, Jordan B., 2016. "Shared auditors in mergers and acquisitions," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 49-76.
    39. Harrison Hong & Wenxi Jiang & Na Wang & Bin Zhao, 2014. "Trading for Status," The Review of Financial Studies, Society for Financial Studies, vol. 27(11), pages 3171-3212.
    40. Dang, Tung Lam & Dang, Man & Hoang, Luong & Nguyen, Lily & Phan, Hoang Long, 2020. "Media coverage and stock price synchronicity," International Review of Financial Analysis, Elsevier, vol. 67(C).
    41. An, Heng & Zhang, Ting, 2013. "Stock price synchronicity, crash risk, and institutional investors," Journal of Corporate Finance, Elsevier, vol. 21(C), pages 1-15.
    42. Tim Martens & Christoph J. Sextroh, 2021. "Analyst Coverage Overlaps and Interfirm Information Spillovers," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 59(4), pages 1425-1480, September.
    43. Sila, Vathunyoo & Gonzalez, Angelica & Hagendorff, Jens, 2017. "Independent director reputation incentives and stock price informativeness," Journal of Corporate Finance, Elsevier, vol. 47(C), pages 219-235.
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