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Article: A Penny Is Worth a Thousand? Investigating the Relationship Between Social Media and Penny Stocks

TitleA Penny Is Worth a Thousand? Investigating the Relationship Between Social Media and Penny Stocks
Authors
KeywordsInvestments
Financial performance
Institutional investors
Investment decisions
Market capitalization
Issue Date2019
PublisherAssociation for Computing Machinery, Inc. The Journal's web site is located at http://tmis.acm.org/
Citation
ACM Transactions on Management Information Systems, 2019, v. 9 n. 4, p. article no. 14 How to Cite?
AbstractIncreasingly more investors are seeking information from social media to help make investment decisions. Considering that information on penny stocks is often less reported in traditional media, investors may rely more on social media to obtain such information for investment advice. Although previous research has shown that stock opinions in traditional media is a possible predictor of stock returns, no previous research has considered the effect of the stock opinions in social media on these stocks in terms of future stock performance and the moderation effect of penny stocks. In this research, we studied the relationship between social media and the financial performance of penny stocks. We used the net proportion of positive words in stock articles in social media to help predict the future stock performance for penny stocks. The moderation effect of penny stocks on the net fraction of positive words was found to be significant in short terms, revealing a stronger relationship between social media and stock performance at lower price and market capitalization (MC) levels. Based on the findings, we proposed simple strategies utilizing social media and our measure. The results of our applications will be of interest to individual and institutional investors, shareholders, and regulators.
Persistent Identifierhttp://hdl.handle.net/10722/278980
ISSN
2020 SCImago Journal Rankings: 0.603
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorLO, KK-
dc.contributor.authorChau, M-
dc.date.accessioned2019-10-21T02:17:26Z-
dc.date.available2019-10-21T02:17:26Z-
dc.date.issued2019-
dc.identifier.citationACM Transactions on Management Information Systems, 2019, v. 9 n. 4, p. article no. 14-
dc.identifier.issn2158-656X-
dc.identifier.urihttp://hdl.handle.net/10722/278980-
dc.description.abstractIncreasingly more investors are seeking information from social media to help make investment decisions. Considering that information on penny stocks is often less reported in traditional media, investors may rely more on social media to obtain such information for investment advice. Although previous research has shown that stock opinions in traditional media is a possible predictor of stock returns, no previous research has considered the effect of the stock opinions in social media on these stocks in terms of future stock performance and the moderation effect of penny stocks. In this research, we studied the relationship between social media and the financial performance of penny stocks. We used the net proportion of positive words in stock articles in social media to help predict the future stock performance for penny stocks. The moderation effect of penny stocks on the net fraction of positive words was found to be significant in short terms, revealing a stronger relationship between social media and stock performance at lower price and market capitalization (MC) levels. Based on the findings, we proposed simple strategies utilizing social media and our measure. The results of our applications will be of interest to individual and institutional investors, shareholders, and regulators.-
dc.languageeng-
dc.publisherAssociation for Computing Machinery, Inc. The Journal's web site is located at http://tmis.acm.org/-
dc.relation.ispartofACM Transactions on Management Information Systems-
dc.rightsACM Transactions on Management Information Systems. Copyright © Association for Computing Machinery, Inc.-
dc.rights©ACM, YYYY. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in PUBLICATION, {VOL#, ISS#, (DATE)} http://doi.acm.org/10.1145/nnnnnn.nnnnnn-
dc.subjectInvestments-
dc.subjectFinancial performance-
dc.subjectInstitutional investors-
dc.subjectInvestment decisions-
dc.subjectMarket capitalization-
dc.titleA Penny Is Worth a Thousand? Investigating the Relationship Between Social Media and Penny Stocks-
dc.typeArticle-
dc.identifier.emailChau, M: mchau@business.hku.hk-
dc.identifier.authorityChau, M=rp01051-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1145/3309704-
dc.identifier.scopuseid_2-s2.0-85065138630-
dc.identifier.hkuros307956-
dc.identifier.volume9-
dc.identifier.issue4-
dc.identifier.spagearticle no. 14-
dc.identifier.epagearticle no. 14-
dc.identifier.isiWOS:000468048700001-
dc.publisher.placeUnited States-
dc.identifier.issnl2158-656X-

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