Abstract
The identification of a problem, its causes and its consequences are integral parts of designing useful solutions in Design Science Research (DSR). Many problems addressed in DSR are of a socio-technical nature, and they are collaboratively solved in multidisciplinary teams. Accordingly, analysis techniques are needed which integrate diverse perspectives of problem analysis. Colored Cognitive Mapping for DSR (CCM4DSR) is such a technique. By applying CCM4DSR to an exemplary socio-technical problem, this paper reports on observed challenges and offers four extensions to CCM4DSR. These extensions provide guidance in adequately stating the problem, considering path dependencies, explicating different stakeholder perspectives, and integrating different perspectives through a comprehensive process.
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Notes
- 1.
The introduction to CCM4DSR was an essential part of a DSR course hold by John Venable at the University of St.Gallen, Switzerland, between September and October 2016. The corresponding PowerPoint slides are not published but shared on request (j.venable@curtin.edu.au).
References
Hevner, A.R., March, S.T., Park, J., Ram, S.: Design science in information systems research. MIS Q. 28, 75–105 (2004)
Winter, R.: Problem analysis for situational artefact construction in information systems. In: Carugati, A., Rossignoli, C. (eds.) Emerging Themes in Information Systems and Organization Studies, pp. 97–113. Physica, Heidelberg (2011)
Montazemi, A.R., Conrath, D.W.: The use of cognitive mapping for information requirements analysis. MIS Q. 10, 45–56 (1986)
Cronholm, S., Göbel, H., Lind, M., Rudmark, D.: The need for systems development capability in design science research: enabling researcher-systems developer collaboration. Inf. Syst. e-Bus. Manag. 11, 335–355 (2013)
Venable, J.R.: Using Coloured Cognitive Mapping (CCM) for design science research. In: Tremblay, M.C., VanderMeer, D., Rothenberger, M., Gupta, A., Yoon, V. (eds.) DESRIST 2014. LNCS, vol. 8463, pp. 345–359. Springer, Cham (2014). doi:10.1007/978-3-319-06701-8_25
Fiol, C.M., Huff, A.S.: Maps For managers: where are we? Where do we go from here? J. Manag. Stud. 29, 267–285 (1992)
Venable, J.R.: Coloured cognitive maps for modelling decision contexts. In: Bui, T., Gachet, A. (eds.) Proceedings of the First International Workshop on Context Modeling and Decision Support, Paris, France, pp. 1613–0073 (2005)
Venable, J.R.: Supporting problem formulation in is development with coloured cognitive maps. In: Proceedings of AIS SIGSAND European Symposium on Systems Analysis and Design: Practice and Research, Galway, Ireland, p. 105 (2006)
Haj-Bolouri, A., Svensson, L.: Designing for heterogeneous groups of end-users: towards a nascent design theory. In: Proceedings of World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education, pp. 765–776 (2014)
Pries-Heje, J., Baskerville, R.L.: The design theory nexus. MIS Q. 32, 731–755 (2008)
Gregor, S.: The Nature of Theory in Information Systems. MIS Q. 30, 611–642 (2006)
Peffers, K., Tuunanen, T., Rothenberger, M., Chatterjee, S.: A design science research methodology for information systems research. J. Manag. Inf. Syst. 24, 45–77 (2007)
Mettler, T., Eurich, M., Winter, R.: On the use of experiments in design science research: a proposition of an evaluation framework. Commun. Assoc. Inf. Syst. 34, 223–240 (2014)
Fischer, C., Gregor, S., Aier, S.: Forms of discovery for design knowledge. In: The 20th European Conference on Information Systems, Barcelona (2012)
Conboy, K., Gleasure, R., Cullina, E.: Agile design science research. In: Donnellan, B., Helfert, M., Kenneally, J., VanderMeer, D., Rothenberger, M., Winter, R. (eds.) DESRIST 2015. LNCS, vol. 9073, pp. 168–180. Springer, Cham (2015). doi:10.1007/978-3-319-18714-3_11
Baskerville, R.L., Pries-Heje, J., Venable, J.R.: Soft design science methodology. In: Fourth International Conference on Design Science Research in Information Systems and Technology (DESRIST 2009), pp. 1–11. ACM, Philadelphia (2009)
Tolman, E.C.U.: Cognitive maps in rats and men. Psychol. Rev. 55, 189–208 (1948)
Neisser, U.: Introduction: The ecological and intellectual bases of categorization. In: Neisser, U. (ed.) Concepts and conceptual development: Ecological and intellectual factors in categorization, pp. 1–11. Cambridge University Press, Cambridge (1987)
Lakoff, G.: Cognitive models and prototype theory. In: Margolis, E., Laurence, S. (eds.) Concepts: Core Readings. The MIT Press, Cambridge (1999)
Swan, J.: Using cognitive mapping in management research: decisions about technical innovation. Br. J. Manag. 8, 183–198 (1997)
Siau, K., Tan, X.: Use of cognitive mapping techniques in information systems development. J. Comput. Inf. Syst. 48, 49–57 (2008)
Huff, A.S.: Mapping Strategic Thought. Wiley, Chichester (1990)
Langfield-Smith, K.: Exploring the need for a shared cognitive map. J. Manag. Stud. 29, 349–368 (1992)
Hart, J.A.: Cognitive maps of three Latin American policy makers. World Polit. 30, 115–140 (1977)
Axelrod, R.: Structure of decision: The cognitive maps of political elites. Princeton University Press, Princeton (1976)
Eden, C., Jones, S.: Publish or perish? - a case study. J. Oper. Res. Soc. 31, 131–139 (1980)
Klein, J.H., Cooper, D.F.: Cognitive maps of decision-makers in a complex game. J. Oper. Res. Soc. 33, 63–71 (1982)
Bougon, M.G.: Congregate cognitive maps: a unified dynamic theory of organization and strategy. J. Manag. Stud. 29, 369–387 (1992)
Peffers, K., Tuunanen, T., Gengler, C.E., Rossi, M., Hui, W., Virtanen, V., Bragge, J.: The design science research process: a model for producing and presenting information systems research. In: Chatterjee, S., Hevner, A.R. (eds.) 1st International Conference on Design Science in Information Systems and Technology, Claremont, CA, pp. 83–106 (2006)
Boh, W.F., Yellin, D.: Using enterprise architecture standards in managing information technology. J. Manag. Inf. Syst. 23, 163–207 (2007)
Baer, M., Dirks, K.T., Nickerson, J.A.: Microfoundations of strategic problem formulation microfoundations of strategic problem formulation. Strateg. Manag. J. 34, 197–214 (2013)
Gregor, S., Jones, D.: The anatomy of a design theory. J. Assoc. Inf. Syst. 8, 312–335 (2007)
Sydow, J., Schreyögg, G., Koch, J.: Organizational path dependence: opening the black box. Acad. Manag. Rev. 34, 689–709 (2009)
Winter, R.: Design solution analysis for the construction of situational design methods. In: Ralyté, J., Mirbel, I., Deneckère, R. (eds.) ME 2011. IAICT, vol. 351, pp. 19–33. Springer, Heidelberg (2011). doi:10.1007/978-3-642-19997-4_4
Tegarden, D.P., Sheetz, S.D.: Group cognitive mapping: a methodology and system for capturing and evaluating managerial and organizational cognition. Omega 31, 113–125 (2003)
Eden, C., Ackermann, F.: Making Strategy: The Journey of Strategic Management. Sage Publications, London (1998)
Aier, S., Fischer, C.: Criteria of progress for information systems design theories. Inf. Syst. E-Bus. Manag. 9, 133–172 (2011)
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This work has been supported by the Swiss National Science Foundation (SNSF).
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Schilling, R.D., Aier, S., Brosius, M., Kazem Haki, M., Winter, R. (2017). Extending CCM4DSR for Collaborative Diagnosis of Socio-Technical Problems. In: Maedche, A., vom Brocke, J., Hevner, A. (eds) Designing the Digital Transformation. DESRIST 2017. Lecture Notes in Computer Science(), vol 10243. Springer, Cham. https://doi.org/10.1007/978-3-319-59144-5_15
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