Google search based sentiment indexes

This study sought to confirm whether Internet search based data have the potential both to reveal populations’ underlying beliefs directly and to affect stock markets of countries – in this case, Portugal. Based on the Internet search volume of several queries related to household concerns, we const...

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Bibliographic Details
Main Author: Ana Brochado
Format: Article
Language:English
Published: Elsevier 2020-09-01
Series:IIMB Management Review
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0970389617302719
Description
Summary:This study sought to confirm whether Internet search based data have the potential both to reveal populations’ underlying beliefs directly and to affect stock markets of countries – in this case, Portugal. Based on the Internet search volume of several queries related to household concerns, we constructed two Google-based sentiment measures – a Positive Sentiment Index and a Negative Sentiment Index – encompassing both positive and negative search terms. The results reveal that both measures are correlated with aggregate stock market returns, trading volume, and abnormal trading volume. Also, positive sentiment has a stronger impact on these stock market variables than negative sentiment. Further, the proposed sentiment measures are significantly useful when making short-term predictions of market returns and volume.
ISSN:0970-3896