Skip to main content
Top

2017 | OriginalPaper | Chapter

6. Information Asymmetry

Authors : Tshilidzi Marwala, Evan Hurwitz

Published in: Artificial Intelligence and Economic Theory: Skynet in the Market

Publisher: Springer International Publishing

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

search-config
loading …

Abstract

Often when human beings interact to make decisions, one human agent has more information than the other and this phenomenon is called information asymmetry. The fact that information asymmetry distorts the markets won Akerlof, Stiglitz and Spence a Nobel Prize. Generally, when one human agent is set to manipulate a decision to its advantage, the human agent can signal misleading information. On the other hand, one human agent can screen for information to diminish the influence of asymmetric information on decisions. With the dawn of artificial intelligence (AI), signaling and screening are easier to achieve. This chapter investigates the impact of AI on the theory of asymmetric information. The simulated results demonstrate that AI agents reduce the degree of information asymmetry and, therefore, the market where these agents are used become more efficient. It is also observed that the more AI agents that are deployed in the market, the less is the volume of trades in the market. This is because of the fact that for trades to occur, asymmetry of information should exist, thereby, creating a sense of arbitrage.

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 "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

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!

Literature
go back to reference Akerlof GA (1970) The market for ‘Lemons’: quality uncertainty and the market mechanism. Quart J Econ 84(3):488–500CrossRef Akerlof GA (1970) The market for ‘Lemons’: quality uncertainty and the market mechanism. Quart J Econ 84(3):488–500CrossRef
go back to reference Armstrong CS, Core JE, Taylor DJ, Verrachia RE (2010) When does information asymmetry affect the cost of capital? J Account Res 49(1):1–40CrossRef Armstrong CS, Core JE, Taylor DJ, Verrachia RE (2010) When does information asymmetry affect the cost of capital? J Account Res 49(1):1–40CrossRef
go back to reference Bojanc R, Jerman-Blazic B (2008) An economic modeling approach to information security risk management. Int J Inf Manage 28(5):413–422CrossRef Bojanc R, Jerman-Blazic B (2008) An economic modeling approach to information security risk management. Int J Inf Manage 28(5):413–422CrossRef
go back to reference Chung KH, Kim J, Kim YS, Zhang H (2015) Information asymmetry and corporate cash holdings. J Bus Financ Acc 42(1):1341–1377CrossRef Chung KH, Kim J, Kim YS, Zhang H (2015) Information asymmetry and corporate cash holdings. J Bus Financ Acc 42(1):1341–1377CrossRef
go back to reference Kahneman D, Tversky A (1979) Prospect theory: an analysis of decision under risk. Econometrica 47(2):263CrossRefMATH Kahneman D, Tversky A (1979) Prospect theory: an analysis of decision under risk. Econometrica 47(2):263CrossRefMATH
go back to reference Marwala T (2009) Computational intelligence for missing data imputation, estimation, and management: knowledge optimization techniques. IGI Global, Pennsylvania. ISBN 978-1-60566-336-4CrossRef Marwala T (2009) Computational intelligence for missing data imputation, estimation, and management: knowledge optimization techniques. IGI Global, Pennsylvania. ISBN 978-1-60566-336-4CrossRef
go back to reference Marwala T (2010) Finite element model updating using computational intelligence techniques: applications to structural dynamics. Springer, Heidelberg. ISBN 978-1-84996-322-0CrossRefMATH Marwala T (2010) Finite element model updating using computational intelligence techniques: applications to structural dynamics. Springer, Heidelberg. ISBN 978-1-84996-322-0CrossRefMATH
go back to reference Marwala T (2012) Condition monitoring using computational intelligence methods. Springer, Heidelberg. ISBN 978-1-4471-2380-4CrossRef Marwala T (2012) Condition monitoring using computational intelligence methods. Springer, Heidelberg. ISBN 978-1-4471-2380-4CrossRef
go back to reference Marwala T (2013) Economic modeling using artificial intelligence methods. Springer, Heidelberg. ISBN 978-1-84996-323-7CrossRefMATH Marwala T (2013) Economic modeling using artificial intelligence methods. Springer, Heidelberg. ISBN 978-1-84996-323-7CrossRefMATH
go back to reference Marwala T (2014) Artificial Intelligence techniques for rational decision making. Springer, Heidelberg. ISBN 978-3-319-11423-1CrossRefMATH Marwala T (2014) Artificial Intelligence techniques for rational decision making. Springer, Heidelberg. ISBN 978-3-319-11423-1CrossRefMATH
go back to reference Marwala T (2015) Causality, correlation, and artificial intelligence for rational decision makING. World Scientific, Singapore. ISBN 978-9-814-63086-3CrossRefMATH Marwala T (2015) Causality, correlation, and artificial intelligence for rational decision makING. World Scientific, Singapore. ISBN 978-9-814-63086-3CrossRefMATH
go back to reference Marwala T, Lagazio M (2011) Militarized conflict modeling using computational intelligence. Springer, Heidelberg. ISBN 978-0-85729-789-1CrossRef Marwala T, Lagazio M (2011) Militarized conflict modeling using computational intelligence. Springer, Heidelberg. ISBN 978-0-85729-789-1CrossRef
go back to reference Marwala T, Boulkaibet I, Adhikari S (2017) Probabilistic finite element model updating using bayesian statistics: applications to aeronautical and mechanical engineering. Wiley, NY Marwala T, Boulkaibet I, Adhikari S (2017) Probabilistic finite element model updating using bayesian statistics: applications to aeronautical and mechanical engineering. Wiley, NY
go back to reference Russell SJ, Norvig P (2010) Artificial intelligence: a modern approach, 3rd edn. Prentice Hall, Upper Saddle RiverMATH Russell SJ, Norvig P (2010) Artificial intelligence: a modern approach, 3rd edn. Prentice Hall, Upper Saddle RiverMATH
go back to reference Simon H (1957) Models of man, social and rational: mathematical essays on rational human behavior in a social setting. Wiley, New YorkMATH Simon H (1957) Models of man, social and rational: mathematical essays on rational human behavior in a social setting. Wiley, New YorkMATH
go back to reference Spence M (1973) Job market signaling. Q J Econ (The MIT Press) 87(3):355–374CrossRef Spence M (1973) Job market signaling. Q J Econ (The MIT Press) 87(3):355–374CrossRef
go back to reference Stiglitz JE (1974) Incentives and risk sharing in sharecropping. Rev Econ Stud (Oxford Journals) 41(2):219–255CrossRefMATH Stiglitz JE (1974) Incentives and risk sharing in sharecropping. Rev Econ Stud (Oxford Journals) 41(2):219–255CrossRefMATH
go back to reference Stiglitz JE, Greenwald BC (1986) Externalities in economies with imperfect information and incomplete markets. Quart J Econ 101(2):229–264CrossRef Stiglitz JE, Greenwald BC (1986) Externalities in economies with imperfect information and incomplete markets. Quart J Econ 101(2):229–264CrossRef
go back to reference Sun Y, Duong HN, Singh H (2014) Information asymmetry, trade size, and the dynamic volume-return relation: evidence from the Australian securities exchange. Financ Rev 49(3):539–564 Sun Y, Duong HN, Singh H (2014) Information asymmetry, trade size, and the dynamic volume-return relation: evidence from the Australian securities exchange. Financ Rev 49(3):539–564
Metadata
Title
Information Asymmetry
Authors
Tshilidzi Marwala
Evan Hurwitz
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-66104-9_6

Premium Partner