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Informational role of social media: Evidence from Twitter sentiment

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  1. 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).
  2. 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).
  3. Tanaka, Yoshitaka & Managi, Shunsuke, 2023. "Attention-Grabbing ESG," MPRA Paper 116786, University Library of Munich, Germany.
  4. 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.
  5. 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).
  6. 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.
  7. 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.
  8. 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.
  9. 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).
  10. 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.
  11. 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.
  12. 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).
  13. Jing, Wei & Zhang, Xueyong, 2021. "Online social networks and corporate investment similarity," Journal of Corporate Finance, Elsevier, vol. 68(C).
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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).
  20. 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).
  21. 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).
  22. Huang Zibin & Ibragimov Rustam, 2022. "Equity returns and sentiment," Dependence Modeling, De Gruyter, vol. 10(1), pages 159-176, January.
  23. 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.
  24. 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).
  25. 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.
  26. 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.
  27. 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.
  28. Liu, Sha, 2023. "Do investors and managers of active ETFs react to social media activities?," Finance Research Letters, Elsevier, vol. 51(C).
  29. 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.
  30. Cookson, J. Anthony & Lu, Runjing & Mullins, William & Niessner, Marina, 2024. "The social signal," Journal of Financial Economics, Elsevier, vol. 158(C).
  31. Miwa, Kotaro, 2023. "Divergent opinions on social media," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 182-196.
  32. 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.
  33. 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.
  34. 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).
  35. 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).
  36. 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.
  37. 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.
  38. 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).
  39. 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.
  40. 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.
  41. 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).
  42. 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.
  43. 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.
  44. 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).
  45. 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).
  46. 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).
  47. 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.
  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).
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