Abstract
Current thinking in design science research (DSR) defines the usefulness of the design artifact in a relevant problem environment as the primary research goal. Here we propose a complementary evaluation model for DSR. Drawing from evolutionary economics, we define a fitness-utility model that better captures the evolutionary nature of design improvements and the essential DSR nature of searching for a satisfactory design across a fitness landscape. We conclude with a discussion of the strengths and challenges of the fitness-utility model for performing rigorous DSR.
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References
Hevner, A., March, S., Park, J., Ram, S.: Design Science in Information Systems Research. MIS Quarterly 28(1), 75–106 (2004)
DeLone, W., McLean, E.: Information Systems Success: The Quest for the Dependent Variable. Information Systems Research 3(1), 60–95 (1992)
DeLone, W., McLean, E.: The DeLone and McLean Model of Information Systems Success: A Ten-year Update. Journal of Management Information Systems 19(4), 9–30 (2003)
Venkatesh, V., Davis, F.: A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies. Management Science 46(2), 186–204 (2000)
Gill, R., Glazer, N., Thernstrom, S.: Our Changing Population. Prentice Hall, Englewood Cliffs (1992)
Taleb, N.: The Black Swan: The Impact of the Highly Improbable. Random House, New York (2007)
Gill, T.: Informing Business: Research and Education on a Rugged Landscape. Informing Science Press, Santa Rosa (2010)
Gandolfi, A.E., Gandolfi, A.S., Barash, D.: Economics as an Evolutionary Science: From Utility to Fitness. Transaction Publishers, New Brunswick (2002)
Ariely, D.: Predictably Irrational: The Hidden Forces that Shape our Decisions. Harper Perennial, New York (2007)
Ariely, D.: The Upside of Irrationality: The Unexpected Benefits of Defying Logic at Work and at Home. Harper Collins, New York (2010)
Christensen, C.: The Innovator’s Dilemma. Harper Collins, New York (1997)
Simon, H.: The Sciences of the Artificial, 3rd edn. MIT Press, Cambridge (1996)
Gregor, S., Jones, D.: The Anatomy of a Design Theory. Journal of the AIS 8(5), Article 2, 312–335 (2007)
Williams, K., Chatterjee, S., Rossi, M.: Design of Emerging Digital Services: A Taxonomy. In: Hevner, A., Chatterjee, S. (eds.) Design Science in Information Systems Research, pp. 235–253. Springer, New York (2010)
Davis, M.: That’s Interesting! Towards a Phenomenology of Sociology and a Sociology of Phenomenology. Philosophy of the Social Sciences 1, 309–344 (1971)
Ziliak, S., McCloskey, D.: The Cult of Statistical Significance. University of Michigan Press, Ann Arbor (2008)
Mokyr, J.: The Gifts of Athena: Historical Origins of the Knowledge Economy. Princeton Univ. Press, Princeton (2002)
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Gill, T.G., Hevner, A.R. (2011). A Fitness-Utility Model for Design Science Research. In: Jain, H., Sinha, A.P., Vitharana, P. (eds) Service-Oriented Perspectives in Design Science Research. DESRIST 2011. Lecture Notes in Computer Science, vol 6629. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-20633-7_17
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DOI: https://doi.org/10.1007/978-3-642-20633-7_17
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