• Media type: E-Book
  • Title: The Causal Relationship between Social Media Sentiment and Stock Return : Experimental Evidence from an Online Message Forum
  • Contributor: Wang, Xinjie [Author]; Xiang, Zhiqiang [Author]; Xu, Weike [Author]; Yuan, Peixuan [Author]
  • Published: [S.l.]: SSRN, [2022]
  • Extent: 1 Online-Ressource (23 p)
  • Language: English
  • DOI: 10.2139/ssrn.4079433
  • Identifier:
  • Origination:
  • Footnote: In: EL54202
  • Description: This paper examines the impact of sentiment in an online message forum on stock returns. Using a novel controlled experiment, we collect a large panel of messages with no fundamental information but strong sentiment and stock return data. We find a significant causal effect of social media sentiment on the same-day stock returns. The sentiment has no significant effects on stock returns on subsequent days. This effect is mainly driven by messages with positive sentiment, which has a strong positive impact on stock returns. Our results establish a causal relationship between social media sentiment and stock returns and highlight the risk of market manipulation via social media
  • Access State: Open Access