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When Can Social Media Lead Financial Markets?

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References

2011Twitter mood predicts the stock market5,204 cited
2011Social media? Get serious! Understanding the functional building blocks of social media4,968 cited
1980On the Impossibility of Informationally Efficient Markets3,640 cited
2010Predicting the Future with Social Media2,080 cited
2012Popularity of Brand Posts on Brand Fan Pages: An Investigation of the Effects of Social Media Marketing2,059 cited
2013Quantifying Trading Behavior in Financial Markets Using Google Trends947 cited
2011Predicting Stock Market Indicators Through Twitter “I hope it is not as bad as I fear”643 cited
2013Quantifying Wikipedia Usage Patterns Before Stock Market Moves318 cited
2010Complex dynamics of our economic life on different scales: insights from search engine query data282 cited
2012Correlating financial time series with micro-blogging activity274 cited
2012Web Search Queries Can Predict Stock Market Volumes238 cited

Cited by

2018Twitter as a tool for forecasting stock market movements: A short-window event study131 cited
2016A Tensor-Based Information Framework for Predicting the Stock Market96 cited
2019Forecasting stock market movements using Google Trend searches91 cited

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2015

A social-media-based approach to predicting stock comovement

80 cited

2017Model and forecast stock market behavior integrating investor sentiment analysis and transaction data57 cited

2020Under his thumb the effect of president Donald Trump’s Twitter messages on the US stock market52 cited

2017Social Machines: How Recent Technological Advances have Aided Financialisation42 cited

2019Liquidity Risk and Investors’ Mood: Linking the Financial Market Liquidity to Sentiment Analysis through Twitter in the S&P500 Index42 cited

2017Twitter sentiment around the Earnings Announcement events40 cited

2015Twitter Sentiment Analysis Applied to Finance: A Case Study in the Retail Industry40 cited

2018Facebook drives behavior of passive households in stock markets38 cited

2021Investor relations in the era of social media: systematic literature review of social media as a strategic corporate disclosure tool34 cited

2018Investigation of Social Behaviour Patterns using Location-Based Data – A Melbourne Case Study20 cited

2022A Unified Framework for Exploring the Determinants of Online Social Networks (Osns) on Institutional Investors’ Capital Market Investment Decision13 cited

2019Interdisciplinary optimism? Sentiment analysis of Twitter data10 cited