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Simulating Entrepreneurial Opportunity Recognition Processes: An Agent-Based and Knowledge-Driven Approach

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Advances in Intelligent Modelling and Simulation

Part of the book series: Studies in Computational Intelligence ((SCI,volume 416))

Abstract

This chapter describes how we abstract a complex phenomenon– opportunity recognition–and build a simulation model for studying strategic entrepreneurship in a knowledge-based economy. We develop an agent-based simulation tool that enables researchers to explore entrepreneurial strategies, their associated financial payoffs, and their knowledge creation potential under different environmental conditions. Opportunity recognition processes can be analyzed in detail both on a micro- and macro-level. To illustrate the modeling capabilities of the tool, we conduct some basic simulation runs and model three distinct entrepreneurial strategies–the innovator, the inventor, and the reproducer–and compare their knowledge progression and financial performance profiles. The software allows us to study the individual and the societal level effects that arise from competitive agent behavior in both national and international settings. It can account for international knowledge spillovers that occur in a globalized knowledge economy. The simulation can be used to conduct innovative research that will result in theory-driven hypotheses that can inform corporate and public-sector decision makers, which would be difficult to derive from empirical analyses.

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References

  1. Aldrich, H.E., Martinez, M.A.: Many are called, but few are chosen: an evolutionary perspective for the study of entrepreneurship. Entrepreneurship Theory and Practice 25(4), 41–56 (2001)

    Google Scholar 

  2. Alvarez, S.A., Barney, J.B.: Opportunities, organizations, and entrepreneurship. Strategic Entrepreneurship Journal 2(3), 171–173 (2008)

    Article  Google Scholar 

  3. Alvarez, S.A., Barney, J.B.: Opportunities, organizations, and entrepreneurship. Strategic Entrepreneurship Journal 2(4), 265–267 (2008)

    Article  Google Scholar 

  4. Baumol, W.J.: Entrepreneurship and a century of growth. Journal of Business Venturing 1(2), 141–145 (1986)

    Article  Google Scholar 

  5. Boisot, M.H.: Information Space: A Framework for Learning in Organizations, Institutions and Culture. Routledge, London (1995)

    Google Scholar 

  6. Boisot, M.H.: Knowledge assets — securing competitive advantage in the information economy. Oxford University Press, New York (1998)

    Google Scholar 

  7. Carley, K.M.: Computational organizational science and organizational engineering. Simulation Modelling Practice and Theory 10(5-7), 253–269 (2002)

    Article  MATH  Google Scholar 

  8. Davis, J.P., Eisenhardt, K.M., Bingham, C.B.: Developing theory through simulation methods. Academy of Management Review 32(2), 480–499 (2007)

    Article  Google Scholar 

  9. Harrison, J.R., Lin, Z., Carroll, G.R., Carley, K.M.: Simulation modeling in organizational and management research. Academy of Management Review 32(4), 1229–1245 (2007)

    Article  Google Scholar 

  10. Ihrig, M.: Investigating entrepreneurial strategies via simulation. In: Bargieła, A., Ali, S., Crowley, D., Kerckhoffs, E. (eds.) European Conference on Modelling and Simulation, Kuala Lumpur, Malaysia (2010)

    Google Scholar 

  11. Ihrig, M.: Simulating entrepreneurial strategies in a global knowledge economy. In: Burczyński, T., Kolodziej, J., Byrski, A., Carvalho, M. (eds.) 25th European Conference on Modelling and Simulation (ECMS), Kraków, Poland (2011)

    Google Scholar 

  12. Ihrig, M., Abrahams, A.S.: Breaking new ground in simulating knowledge management processes: Simispace2. In: Zelinka, I., Oplatková, Z., Orsoni, A. (eds.) 21st European Conference on Modelling and Simulation (ECMS 2007), Prague (2007)

    Google Scholar 

  13. Ihrig, M.: zu Knyphausen-Aufseß, D.: Discovering international imitative entrepreneurship: Towards a new model of international opportunity recognition and realization. Zeitschrift für Betriebswirtschaft Special Issue 1/2009 (2009)

    Google Scholar 

  14. Ihrig, M., Zu Knyphausen-Aufseß, D., O’Gorman, C.: The knowledge-based approach to entrepreneurship: linking the entrepreneurial process to the dynamic evolution of knowledge. Int. J. Knowledge Management Studies 1(1–2), 38–58 (2006)

    Article  Google Scholar 

  15. Mahajan, V., Peterson, R.A.: Models for innovation diffusion. Sage Publications, Beverly Hills (1985)

    MATH  Google Scholar 

  16. Nafziger, E.W.: Entrepreneurship and economic development. Jai Press, Greenwich (1986)

    Google Scholar 

  17. Rogers, E.M.: Diffusion of innovations, 5th edn. Free Press, New York (2003)

    Google Scholar 

  18. Ryle, G.: The concept of mind. The University of Chicago Press, Chicago (1949)

    Google Scholar 

  19. Schumpeter, J.A.: The theory of economic development. Harvard University Press, Cambridge (1949)

    Google Scholar 

  20. Schumpeter, J.A.: The creative response in economic history. Addison-Wesley Press, Cambridge (1951)

    Google Scholar 

  21. Shane, S.: Prior knowledge and the discovery of entrepreneurial opportunities. Organization Science 11(4), 448–469 (2000)

    Article  Google Scholar 

  22. Shane, S.: A general theory of entrepreneurship: the individual-opportunity nexus. Edward Elgar, Cheltenham (2003)

    Google Scholar 

  23. Shane, S., Venkataraman, S.: The promise of entrepreneurship as a field of research. Academy of Management Review 25(1), 217–226 (2000)

    Google Scholar 

  24. Venkataraman, S., van de Ven, A.H.: Hostile environmental jolts, transaction set, and new business. Journal of Business Venturing 13(3), 231–255 (1998)

    Article  Google Scholar 

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Ihrig, M. (2012). Simulating Entrepreneurial Opportunity Recognition Processes: An Agent-Based and Knowledge-Driven Approach. In: Byrski, A., Oplatková, Z., Carvalho, M., Kisiel-Dorohinicki, M. (eds) Advances in Intelligent Modelling and Simulation. Studies in Computational Intelligence, vol 416. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28888-3_2

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  • DOI: https://doi.org/10.1007/978-3-642-28888-3_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-28887-6

  • Online ISBN: 978-3-642-28888-3

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