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Informational role of social media: Evidence from Twitter sentiment

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  1. Cai, Yi & Tang, Zhenpeng & Chen, Ying, 2024. "Can real-time investor sentiment help predict the high-frequency stock returns? Evidence from a mixed-frequency-rolling decomposition forecasting method," The North American Journal of Economics and Finance, Elsevier, vol. 72(C).
  2. John Garcia, 2024. "Herding the crowds: how sentiment affects crowdsourced earnings estimates," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 38(3), pages 331-370, September.
  3. Anwer, Zaheer & Khan, Muhammad Arif & Hassan, M. Kabir & Singh, Manjeet Kaur Harnek, 2024. "Assessing dynamic co-movement of news based uncertainty indices and distance-to -default of global FinTech firms," Research in International Business and Finance, Elsevier, vol. 71(C).
  4. Ying Wang & Hongwei Zhang & Wang Gao & Cai Yang, 2023. "Spillover effects from news to travel and leisure stocks during the COVID-19 pandemic: Evidence from the time and frequency domains," Tourism Economics, , vol. 29(2), pages 460-487, March.
  5. Pawlowski, Tim & Rambaccussing, Dooruj & Ramirez, Philip & Reade, J. James & Rossi, Giambattista, 2024. "Exploring entertainment utility from football games," Journal of Economic Behavior & Organization, Elsevier, vol. 223(C), pages 185-198.
  6. Yousaf, Imran & Youssef, Manel & Goodell, John W., 2022. "Quantile connectedness between sentiment and financial markets: Evidence from the S&P 500 twitter sentiment index," International Review of Financial Analysis, Elsevier, vol. 83(C).
  7. Liu, Sha, 2023. "Do investors and managers of active ETFs react to social media activities?," Finance Research Letters, Elsevier, vol. 51(C).
  8. Yin, Lei & Sun, Guanglin & Kong, Tao, 2025. "Regional big data development and corporate financial fraud," Pacific-Basin Finance Journal, Elsevier, vol. 90(C).
  9. Jan Hanousek Jr. & Jan Hanousek & Konstantin Sokolov, 2023. "X Bots and Earnings Announcements," MENDELU Working Papers in Business and Economics 2023-92, Mendel University in Brno, Faculty of Business and Economics.
  10. Tanaka, Yoshitaka & Managi, Shunsuke, 2023. "Attention-Grabbing ESG," MPRA Paper 116786, University Library of Munich, Germany.
  11. Javier Gil-Bazo & Juan F. Imbet, 2022. "Tweeting for money: Social media and mutual fund flows," Economics Working Papers 1846, Department of Economics and Business, Universitat Pompeu Fabra.
  12. Xu, Zhiwei & Gan, Shiqi & Hua, Xia & Xiong, Yujie, 2024. "Can the sentiment of the official media predict the return volatility of the Chinese crude oil futures?," Energy Economics, Elsevier, vol. 140(C).
  13. Gianna Figà-Talamanca & Marco Patacca, 2024. "An explorative analysis of sentiment impact on S&P 500 components returns, volatility and downside risk," Annals of Operations Research, Springer, vol. 342(3), pages 2095-2117, November.
  14. Cookson, J. Anthony & Lu, Runjing & Mullins, William & Niessner, Marina, 2024. "The social signal," Journal of Financial Economics, Elsevier, vol. 158(C).
  15. Miwa, Kotaro, 2023. "Divergent opinions on social media," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 182-196.
  16. Li, Tong & Chen, Hui & Liu, Wei & Yu, Guang & Yu, Yongtian, 2023. "Understanding the role of social media sentiment in identifying irrational herding behavior in the stock market," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 163-179.
  17. Andrew Todd & James Bowden & Yashar Moshfeghi, 2024. "Text‐based sentiment analysis in finance: Synthesising the existing literature and exploring future directions," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 31(1), March.
  18. Sumeet Lal & Abdul-Salam Sulemana & Trinh Xuan Thi Nguyen & Mostafa Saidur Rahim Khan & Yoshihiko Kadoya, 2023. "Information Sources for Investment Decisions: Evidence from Japanese Investors," IJFS, MDPI, vol. 11(4), pages 1-18, October.
  19. Nguyen, Huan Huu & Ngo, Vu Minh & Pham, Luan Minh & Van Nguyen, Phuc, 2025. "Investor sentiment and market returns: A multi-horizon analysis," Research in International Business and Finance, Elsevier, vol. 74(C).
  20. Agrrawal, Pankaj & Agarwal, Rajat, 2023. "A Longer-Term evaluation of Information releases by Influential market Agents and the Semi-strong market Efficiency," EconStor Preprints 273555, ZBW - Leibniz Information Centre for Economics.
  21. Liu, Sha & Gaskell, Paul & McGroarty, Frank, 2022. "Where and about what? Price relevant narratives depend on topic and media type," Economics Letters, Elsevier, vol. 213(C).
  22. Qingbin Meng & Congyi Ju & Qinghua Huang & Song Wang, 2023. "The informativeness of investor communication with corporate insiders: Evidence from China," International Finance, Wiley Blackwell, vol. 26(2), pages 189-207, August.
  23. Yan, Kai & Chen, Zhiwu & Wang, Jingang & Wang, Peipei & Liang, Weiming, 2023. "The power from folk monitoring: Leading Officials’ Natural Resources Accountability Audit (NRAA) and corporate ESG performance," Finance Research Letters, Elsevier, vol. 58(PC).
  24. Syed jawad hussain Shahzad & Elie Bouri & Román Ferrer, 2023. "Twitter sentiment and stock return volatility of US travel and leisure firms," Economics Bulletin, AccessEcon, vol. 43(2), pages 1133-1142.
  25. Minjuan Wang & Dingsheng Zhang, 2024. "Big Data Infrastructure and Corporate ESG Performance: Evidence from Listed Chinese Manufacturing Companies," Sustainability, MDPI, vol. 16(12), pages 1-24, June.
  26. Qiao, Penghua & Zhao, Yuying & Fung, Anna & Fung, Hung-Gay, 2025. "How digital leadership guides ESG sustainability," Research in International Business and Finance, Elsevier, vol. 73(PB).
  27. Suwan (Cheng) Long & Brian Lucey & Ying Xie & Larisa Yarovaya, 2023. "“I just like the stock”: The role of Reddit sentiment in the GameStop share rally," The Financial Review, Eastern Finance Association, vol. 58(1), pages 19-37, February.
  28. Lin, Nan & Li, Ao & Ke, Jinjun & Yuan, Jiayue & Chen, Han, 2023. "The governance role of corporate party organization on innovation," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 657-670.
  29. Wang, Gang-Jin & Xiong, Lu & Zhu, You & Xie, Chi & Foglia, Matteo, 2022. "Multilayer network analysis of investor sentiment and stock returns," Research in International Business and Finance, Elsevier, vol. 62(C).
  30. Jing, Wei & Zhang, Xueyong, 2021. "Online social networks and corporate investment similarity," Journal of Corporate Finance, Elsevier, vol. 68(C).
  31. Fernando Díaz & Pablo A Henríquez, 2021. "Social sentiment segregation: Evidence from Twitter and Google Trends in Chile during the COVID-19 dynamic quarantine strategy," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-29, July.
  32. Sharneet Singh Jagirdar & Pradeep Kumar Gupta, 2023. "Value and Contrarian Investment Strategies: Evidence from Indian Stock Market," JRFM, MDPI, vol. 16(2), pages 1-19, February.
  33. Hoang, Daniel & Wiegratz, Kevin, 2022. "Machine learning methods in finance: Recent applications and prospects," Working Paper Series in Economics 158, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
  34. Wu, Yanran & Wu, Shan & Xu, Fujia & Jiang, Jie, 2024. "Wisdom of crowds or awkward squad? Social interaction and the information efficiency of the Chinese capital market," Research in International Business and Finance, Elsevier, vol. 71(C).
  35. Wen Zhang & Yuting Yang & Huigang Liang, 2023. "A Bibliometric Analysis of Enterprise Social Media in Digital Economy: Research Hotspots and Trends," Sustainability, MDPI, vol. 15(16), pages 1-21, August.
  36. Yuanyuan Wang & Jijie Ma & Kun Zhang, 2024. "Can digital transformation reduce corporate illegality?," Economics and Politics, Wiley Blackwell, vol. 36(2), pages 1090-1109, July.
  37. Yongan Xu & Jianqiong Wang & Zhonglu Chen & Chao Liang, 2023. "Sentiment indices and stock returns: Evidence from China," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 1063-1080, January.
  38. Yuan, Ying & Wang, Haiying & Jin, Xiu, 2022. "Pandemic-driven financial contagion and investor behavior: Evidence from the COVID-19," International Review of Financial Analysis, Elsevier, vol. 83(C).
  39. Sun, Nan & Kong, Dongmin & Tao, Yunqing, 2023. "Does broadband infrastructure affect corporate mergers and acquisitions? Quasi-natural experimental evidence from China," International Review of Financial Analysis, Elsevier, vol. 85(C).
  40. Zhang, Li & Liu, Chengyi & Zhang, Jinjin & Ke, Jinjun & Yuan, Jiayue, 2023. "Party leadership, corporate governance and stock price crash risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 88(C).
  41. Yuping Deng & Haicheng Wang & Yanrui Wu, 2024. "Public Opinion and Chinese Exports: Evidence from Twitter Sentiment Analysis," Economics Discussion / Working Papers 24-03, The University of Western Australia, Department of Economics.
  42. Xiaohong Shen & Gaoshan Wang & Yue Wang & Alfred Peris, 2021. "The Influence of Research Reports on Stock Returns: The Mediating Effect of Machine-Learning-Based Investor Sentiment," Discrete Dynamics in Nature and Society, Hindawi, vol. 2021, pages 1-14, December.
  43. Warkulat, Sonja & Pelster, Matthias, 2024. "Social media attention and retail investor behavior: Evidence from r/wallstreetbets," International Review of Financial Analysis, Elsevier, vol. 96(PB).
  44. Geng, Yuedan & Ye, Qiang & Jin, Yu & Shi, Wen, 2022. "Crowd wisdom and internet searches: What happens when investors search for stocks?," International Review of Financial Analysis, Elsevier, vol. 82(C).
  45. Xu, Zhiwei & Hua, Xia & Zhang, Teng, 2025. "Does official media sentiment matter for the stock market? Evidence from China," Emerging Markets Review, Elsevier, vol. 64(C).
  46. Yu, Jing-Rung & Chiou, W. Paul & Hung, Cing-Hung & Dong, Wen-Kuei & Chang, Yi-Hsuan, 2022. "Dynamic rebalancing portfolio models with analyses of investor sentiment," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 1-13.
  47. Huang Zibin & Ibragimov Rustam, 2022. "Equity returns and sentiment," Dependence Modeling, De Gruyter, vol. 10(1), pages 159-176, January.
  48. Zhang, Jiahang & Zhang, Chi, 2022. "Do cryptocurrency markets react to issuer sentiments? Evidence from Twitter," Research in International Business and Finance, Elsevier, vol. 61(C).
  49. Eierle, Brigitte & Klamer, Sebastian & Muck, Matthias, 2022. "Does it really pay off for investors to consider information from social media?," International Review of Financial Analysis, Elsevier, vol. 81(C).
  50. Ben Chamberlain & Zhangxin (Frank) Liu & Lee A. Smales, 2023. "Short interest and the stock market relation with news sentiment from traditional and social media sources," Australian Economic Papers, Wiley Blackwell, vol. 62(2), pages 321-334, June.
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