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A Markovian model market—Akerlof’s lemons and the asymmetry of information

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  • Tilles, Paulo F.C.
  • Ferreira, Fernando F.
  • Francisco, Gerson
  • Pereira, Carlos de B.
  • Sarti, Flavia M.

Abstract

In this work we study an agent based model to investigate the role of asymmetric information degrees for market evolution. This model is quite simple and may be treated analytically since the consumers evaluate the quality of a certain good taking into account only the quality of the last good purchased plus her perceptive capacity β. As a consequence, the system evolves according to a stationary Markov chain. The value of a good offered by the firms increases along with quality according to an exponent α, which is a measure of the technology. It incorporates all the technological capacity of the production systems such as education, scientific development and techniques that change the productivity rates. The technological level plays an important role to explain how the asymmetry of information may affect the market evolution in this model. We observe that, for high technological levels, the market can detect adverse selection. The model allows us to compute the maximum asymmetric information degree before the market collapses. Below this critical point the market evolves during a limited period of time and then dies out completely. When β is closer to 1 (symmetric information), the market becomes more profitable for high quality goods, although high and low quality markets coexist. The maximum asymmetric information level is a consequence of an ergodicity breakdown in the process of quality evaluation.

Suggested Citation

  • Tilles, Paulo F.C. & Ferreira, Fernando F. & Francisco, Gerson & Pereira, Carlos de B. & Sarti, Flavia M., 2011. "A Markovian model market—Akerlof’s lemons and the asymmetry of information," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 390(13), pages 2562-2570.
  • Handle: RePEc:eee:phsmap:v:390:y:2011:i:13:p:2562-2570
    DOI: 10.1016/j.physa.2011.03.007
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    1. Wang, Yougui & Stanley, H.E., 2009. "Statistical approach to partial equilibrium analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(7), pages 1173-1180.
    2. Hawkins, Raymond J. & Aoki, Masanao & Roy Frieden, B., 2010. "Asymmetric information and macroeconomic dynamics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(17), pages 3565-3571.
    3. L. Lü & M. Medo & Y. Zhang & D. Challet, 2008. "Emergence of product differentiation from consumer heterogeneity and asymmetric information," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 64(2), pages 293-300, July.
    4. Challet, Damien & Marsili, Matteo & Zhang, Yi-Cheng, 2000. "Modeling market mechanism with minority game," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 276(1), pages 284-315.
    5. Bigelow, John P., 1990. "Efficiency and adverse selection," Journal of Economic Theory, Elsevier, vol. 52(2), pages 380-405, December.
    6. Stiglitz, Joseph E, 1975. "The Theory of "Screening," Education, and the Distribution of Income," American Economic Review, American Economic Association, vol. 65(3), pages 283-300, June.
    7. Ferreira, Fernando F. & de Oliveira, Viviane M. & Crepaldi, Antônio F. & Campos, Paulo R.A., 2005. "Agent-based model with heterogeneous fundamental prices," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 357(3), pages 534-542.
    8. Gary Biglaiser & James W. Friedman, 1999. "Adverse Selection with Competitive Inspection," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 8(1), pages 1-32, March.
    9. Frieden, B. Roy & Hawkins, Raymond J., 2010. "Asymmetric information and economics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(2), pages 287-295.
    10. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    11. Paolo Laureti Yi-Cheng Zhang, 2003. "Matching games with partial information," Game Theory and Information 0307002, University Library of Munich, Germany.
    12. Zhang, Yi-Cheng, 2001. "Happier world with more information," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 299(1), pages 104-120.
    13. Laureti, Paolo & Zhang, Yi-Cheng, 2003. "Matching games with partial information," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 324(1), pages 49-65.
    14. Linyuan Lu & Matus Medo & Yi-Cheng Zhang, 2009. "The role of a matchmaker in buyer-vendor interactions," Papers 0902.0504, arXiv.org, revised Jul 2009.
    15. Michael Rothschild & Joseph Stiglitz, 1976. "Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(4), pages 629-649.
    16. Medo, Matúš & Zhang, Yi-Cheng, 2008. "Market model with heterogeneous buyers," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(12), pages 2889-2908.
    17. Wang, Yougui & Li, Yong & Liu, Mengmeng, 2007. "Impact of asymmetric information on market evolution," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 373(C), pages 665-671.
    18. Linyuan Lü & M. Medo & Y.-C. Zhang, 2009. "The role of a matchmaker in buyer-vendor interactions," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 71(4), pages 565-571, October.
    19. Zhang, Yi-Cheng, 2005. "Supply and demand law under limited information," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 350(2), pages 500-532.
    20. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
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