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The SEXTANT software: A tool for automating the comparative analysis of mental models of dynamic systems

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  • Schaffernicht, Martin F.G.
  • Groesser, Stefan N.

Abstract

The comparison of mental models of dynamic systems improves our understanding of how people comprehend, interpret, and subsequently influence dynamic management tasks. Approaches to comparing mental models currently used in managerial and organizational cognition research, especially the distance-ratio and the closeness-approaches, have been criticized for not considering essential characteristics of dynamic managerial situations. This paper builds on a recent analysis method developed to compare mental models of dynamics systems, and introduces this mathematical approach to management and organizational researchers by means of the SEXTANT software. It presents the process of mental model elicitation, analysis, comparison, and interpretation. An example with four elicited mental models illustrates the software’s features to analyze and present the results. Then, the software is compared with existing software to map and compare mental models. Our conclusion is that SEXTANT marks a significant step in enabling large-scale studies about mental models of dynamic systems.

Suggested Citation

  • Schaffernicht, Martin F.G. & Groesser, Stefan N., 2014. "The SEXTANT software: A tool for automating the comparative analysis of mental models of dynamic systems," European Journal of Operational Research, Elsevier, vol. 238(2), pages 566-578.
    • Handle: RePEc:eee:ejores:v:238:y:2014:i:2:p:566-578
    DOI: 10.1016/j.ejor.2014.04.002
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    1. Eden, Colin, 1988. "Cognitive mapping," European Journal of Operational Research, Elsevier, vol. 36(1), pages 1-13, July.
    2. Eden, Colin, 2004. "Analyzing cognitive maps to help structure issues or problems," European Journal of Operational Research, Elsevier, vol. 159(3), pages 673-686, December.
    3. C. Marlene Fiol & Anne Sigismund Huff, 1992. "Maps For Managers: Where Are We? Where Do We Go From Here?," Journal of Management Studies, Wiley Blackwell, vol. 29(3), pages 267-285, May.
    4. Ian Clarke & William Mackaness, 2001. "Management ‘Intuition’: An Interpretative Account of Structure and Content of Decision Schemas Using Cognitive Maps," Journal of Management Studies, Wiley Blackwell, vol. 38(2), pages 147-172, March.
    5. Sylvia M. Brown, 1992. "Cognitive Mapping And Repertory Grids For Qualitative Survey Research: Some Comparative Observations," Journal of Management Studies, Wiley Blackwell, vol. 29(3), pages 287-307, May.
    6. Colin Eden, 1992. "On The Nature Of Cognitive Maps," Journal of Management Studies, Wiley Blackwell, vol. 29(3), pages 261-265, May.
    7. Mauri Laukkanen, 1994. "Comparative Cause Mapping of Organizational Cognitions," Organization Science, INFORMS, vol. 5(3), pages 322-343, August.
    8. Beverly B. Tyler & Devi R. Gnyawali, 2009. "Managerial Collective Cognitions: An Examination of Similarities and Differences of Cultural Orientations," Journal of Management Studies, Wiley Blackwell, vol. 46(1), pages 93-126, January.
    9. J. David Osborne & Charles I. Stubbart & Arkalgud Ramaprasad, 2001. "Strategic groups and competitive enactment: a study of dynamic relationships between mental models and performance," Strategic Management Journal, Wiley Blackwell, vol. 22(5), pages 435-454, May.
    10. John D. Sterman & Rebecca Henderson & Eric D. Beinhocker & Lee I. Newman, 2007. "Getting Big Too Fast: Strategic Dynamics with Increasing Returns and Bounded Rationality," Management Science, INFORMS, vol. 53(4), pages 683-696, April.
    11. James P. Walsh, 1995. "Managerial and Organizational Cognition: Notes from a Trip Down Memory Lane," Organization Science, INFORMS, vol. 6(3), pages 280-321, June.
    12. Fran Ackermann & Colin Eden, 2011. "Negotiation in Strategy Making Teams: Group Support Systems and the Process of Cognitive Change," Group Decision and Negotiation, Springer, vol. 20(3), pages 293-314, May.
    13. Lívia Markóczy, 2001. "Consensus formation during strategic change," Strategic Management Journal, Wiley Blackwell, vol. 22(11), pages 1013-1031, November.
    14. Colin Eden & Fran Ackermann & Steve Cropper, 1992. "The Analysis Of Cause Maps," Journal of Management Studies, Wiley Blackwell, vol. 29(3), pages 309-324, May.
    15. Schaffernicht, Martin & Groesser, Stefan N., 2011. "A comprehensive method for comparing mental models of dynamic systems," European Journal of Operational Research, Elsevier, vol. 210(1), pages 57-67, April.
    16. Anne Sigismund Huff, 1997. "A Current and Future Agenda for Cognitive Research in Organizations," Journal of Management Studies, Wiley Blackwell, vol. 34(6), pages 947-952, November.
    17. Andrew Ford, 2002. "Boom and Bust in Power Plant Construction: Lessons from the California Electricity Crisis," Journal of Industry, Competition and Trade, Springer, vol. 2(1), pages 59-74, June.
    18. Mark Paich & John D. Sterman, 1993. "Boom, Bust, and Failures to Learn in Experimental Markets," Management Science, INFORMS, vol. 39(12), pages 1439-1458, December.
    19. Michel G. Bougon, 1992. "Congregate Cognitive Maps: A Unified Dynamic Theory Of Organization And Strategy," Journal of Management Studies, Wiley Blackwell, vol. 29(3), pages 369-387, May.
    20. Yang Miang Goh & Peter E. D. Love & Helen Brown & Jeffery Spickett, 2012. "Organizational Accidents: A Systemic Model of Production versus Protection," Journal of Management Studies, Wiley Blackwell, vol. 49(1), pages 52-76, January.
    21. Martin Schaffernicht, 2006. "Detecting and monitoring change in models," System Dynamics Review, System Dynamics Society, vol. 22(1), pages 73-88, March.
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    3. Maria Cleofe Giorgino & Federico Barnabè & Martin Kunc, 2020. "Integrating qualitative system dynamics with accounting practices: The case of integrated reporting and resource mapping," Systems Research and Behavioral Science, Wiley Blackwell, vol. 37(1), pages 97-118, January.

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