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Quantifying News Reports to Proxy “Other Information” in ERC Models

  • Conference paper
Intelligence and Security Informatics (PAISI 2009)

Part of the book series: Lecture Notes in Computer Science ((LNSC,volume 5477))

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Abstract

Many previous studies have investigated how earning announcement affects stock price. They measure the effect by employing earning response coefficient (ERC) models. However, the traditional models did not explicitly consider textual information received by investors. Rather they simply referred to it as “other information”. However, investor’s exposure to textual information (e.g. news report) might have significant influence on how stock prices will respond to earning announcements. This study attempts to investigate whether earning surprises cause stock fluctuations and how the effect is influenced by news coverage prior to earning announcements. We find that: (1) earning surprise significantly affects stock price; (2) more news coverage tends to decrease the ERC; (3) positive earning surprises have higher influence on stock price; and (4) different combinations of news sentiment and earning surprise result in different ERC.

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© 2009 Springer-Verlag Berlin Heidelberg

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Chen, KT., Lian, JS., Hsieh, YT. (2009). Quantifying News Reports to Proxy “Other Information” in ERC Models. In: Chen, H., Yang, C.C., Chau, M., Li, SH. (eds) Intelligence and Security Informatics. PAISI 2009. Lecture Notes in Computer Science, vol 5477. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-01393-5_18

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  • DOI: https://doi.org/10.1007/978-3-642-01393-5_18

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-01392-8

  • Online ISBN: 978-3-642-01393-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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