Psychology and Marketing · 2016 · 53 citations · 25 references
BusinessFinanceRisk ManagementFinancial EconomicsFinancial MarketsSocial InfluenceCapital MarketsInvestor SentimentMarket SentimentSentiment AnalysisSocial MediaStock MarketsInvestor MessagingInvestor Sentiment EffectsMarket Risk ModelingMarket Risk PremiumSocial Media Sentiment
ABSTRACT This research analyzes investors’ activity through social media and these media's influence over the Chicago Board Options Exchange Market Volatility Index (VIX) using a logit model and a fuzzy‐set qualitative comparative analysis (fsQCA). The logit results show that social media sentiment influences stock markets. Meanwhile, the fsQCA results show that the investors’ profile is important for explaining how social media influence the stock market. Particularly, holding period combined with experience in technical investors contributes to avoiding a raise in market risk, whereas for nontechnical investors message sentiment and experience form the combination that contributes to avoid a raise in market risk.
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The Stanford CoreNLP Natural Language Processing Toolkit
Christopher D. Manning, Mihai Surdeanu, John Bauer et al. · 2014 · 7.2K citations · Full text
Twitter mood predicts the stock market
Johan Bollen, Huina Mao, Xiao‐Jun Zeng · Journal of Computational Science · 2011 · 5.1K citations · Full text
Volume, Volatility, Price, and Profit When All Traders Are Above Average
Terrance Odean · The Journal of Finance · 1998 · 1.9K citations
Social Sciences, Economics, Finance +17