Skip to main content
Top
Published in:
Cover of the book

2018 | OriginalPaper | Chapter

Information Asymmetry, Liquidity and the Dynamic Volume-Return Relation in Panel Data Analysis

Authors : Przemysław Garsztka, Paweł Kliber

Published in: Contemporary Trends and Challenges in Finance

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In the paper we investigate the dynamic relation between returns and volume of individual stocks traded on the Warsaw Stock Exchange. Theoretical models, such as the one proposed by Wang (J Polit Econ 102(1):127–167, 1994) suggest that this relation reveals the information asymmetry in the market and the role of private information. According to the models, the trade generated by risk-sharing and public information tends to decrease autocorrelation of returns, while the trade generated by private information has the opposite effect. To test this empirically we compared the coefficients obtained from the return-volume relation with other approximations of information asymmetry, based on liquidity. Unlike other works we have used dynamic regression to obtain the coefficients for 52 stocks, assuming that coefficients for individual stock can vary from month to month. Then we used panel regression with random effects to test the relationship between coefficient of information asymmetry and liquidity. We find an evidence supporting the compliance of measure of information asymmetry, especially for medium and small capitalization companies.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Footnotes
1
See for example Petris et al. (2009) Chap. 2 or Cowpertwait and Metcalfe (2009), Chap. 12.
 
Literature
go back to reference Amihud Y (2002) Illiquidity and stock returns: cross-section and time-series effects. J Financ Mark 5(1):31–56CrossRef Amihud Y (2002) Illiquidity and stock returns: cross-section and time-series effects. J Financ Mark 5(1):31–56CrossRef
go back to reference Amihud Y, Mendelson H (1986) Asset pricing and the bid-ask spread. J Financ Econ 17(2):223–249CrossRef Amihud Y, Mendelson H (1986) Asset pricing and the bid-ask spread. J Financ Econ 17(2):223–249CrossRef
go back to reference Antoniewicz RL (1993) Relative volume and subsequent stock price movements. Working paper, Board of Governors of the Federal Reserve System Antoniewicz RL (1993) Relative volume and subsequent stock price movements. Working paper, Board of Governors of the Federal Reserve System
go back to reference Blume L, Easley D, O’Hara M (1994) Market statistics and technical analysis: the role of volume. J Financ 49(1):153–181CrossRef Blume L, Easley D, O’Hara M (1994) Market statistics and technical analysis: the role of volume. J Financ 49(1):153–181CrossRef
go back to reference Copeland TE (1979) Liquidity changes following stock splits. J Financ 34(1):115–141CrossRef Copeland TE (1979) Liquidity changes following stock splits. J Financ 34(1):115–141CrossRef
go back to reference Cowpertwait PSP, Metcalfe AV (2009) Introductory time series with R. Springer, New York Cowpertwait PSP, Metcalfe AV (2009) Introductory time series with R. Springer, New York
go back to reference Datar VT, Naik YN, Radcliffe R (1998) Liquidity and stock returns: an alternative test. J Financ Mark 1(2):203–219CrossRef Datar VT, Naik YN, Radcliffe R (1998) Liquidity and stock returns: an alternative test. J Financ Mark 1(2):203–219CrossRef
go back to reference Lesmond DA, Ogden JP, Trzcinka CA (1999) A new estimate of transaction costs. Rev Financ Stud 12(5):1113–1141CrossRef Lesmond DA, Ogden JP, Trzcinka CA (1999) A new estimate of transaction costs. Rev Financ Stud 12(5):1113–1141CrossRef
go back to reference Liu W (2006) A liquidity-augmented capital asset pricing model. J Financ Econ 82(3):631–671CrossRef Liu W (2006) A liquidity-augmented capital asset pricing model. J Financ Econ 82(3):631–671CrossRef
go back to reference Llorente G, Michaely R, Saar G, Wang J (2002) Dynamic volume-return relation of individual stocks. Rev Financ Stud 15(4):1005–1047CrossRef Llorente G, Michaely R, Saar G, Wang J (2002) Dynamic volume-return relation of individual stocks. Rev Financ Stud 15(4):1005–1047CrossRef
go back to reference Hasbrouck J (1991) Measuring the information content of stock trades. J Financ 46(1):179–207CrossRef Hasbrouck J (1991) Measuring the information content of stock trades. J Financ 46(1):179–207CrossRef
go back to reference Hasbrouck J, Seppi DJ (2001) Common factors in prices, order flows, and liquidity. J Financ Econ 59(3):383–411CrossRef Hasbrouck J, Seppi DJ (2001) Common factors in prices, order flows, and liquidity. J Financ Econ 59(3):383–411CrossRef
go back to reference Petris G, Petrone S, Campagnoli P (2009) Dynamic linear models with R. Springer, New YorkCrossRef Petris G, Petrone S, Campagnoli P (2009) Dynamic linear models with R. Springer, New YorkCrossRef
go back to reference Su Y, Huang H (2004) Information asymmetry and volume-return relation. Proceedings of the NTU conference in Finance, National Taiwan University Su Y, Huang H (2004) Information asymmetry and volume-return relation. Proceedings of the NTU conference in Finance, National Taiwan University
go back to reference Sun Y, Duong HN, Singh H (2014) Information asymmetry, trade size and dynamic volume-return relation: evidence from Australian Securities Exchange. Financ Rev 49(3):539–564CrossRef Sun Y, Duong HN, Singh H (2014) Information asymmetry, trade size and dynamic volume-return relation: evidence from Australian Securities Exchange. Financ Rev 49(3):539–564CrossRef
go back to reference Stoll HR (1989) Inferring the components of the bid-ask spread: theory and empirical tests. J Financ 44(1):115–134CrossRef Stoll HR (1989) Inferring the components of the bid-ask spread: theory and empirical tests. J Financ 44(1):115–134CrossRef
go back to reference Stickel SE, Verrecchia RE (1994) Evidence that trading volume sustains stock price changes. Financ Anal J 50(6):57–67CrossRef Stickel SE, Verrecchia RE (1994) Evidence that trading volume sustains stock price changes. Financ Anal J 50(6):57–67CrossRef
go back to reference Wang J (1994) A model of competitive stock trading volume. J Polit Econ 102(1):127–167CrossRef Wang J (1994) A model of competitive stock trading volume. J Polit Econ 102(1):127–167CrossRef
Metadata
Title
Information Asymmetry, Liquidity and the Dynamic Volume-Return Relation in Panel Data Analysis
Authors
Przemysław Garsztka
Paweł Kliber
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-76228-9_1