Research Note—Heuristic Theorizing: Proactively Generating Design Theories
Published Online:25 Sep 2014https://doi.org/10.1287/isre.2014.0533
References
- (1964) Notes on the Synthesis of Form (Harvard University Press, Cambridge, MA).Google Scholar
- (2006) Abductive Reasoning: Logical Investigations into Discovery and Explanation (Springer, Dordrecht, The Netherlands).Google Scholar
- (1992) Stock-price manipulation. Rev. Financial Stud. 5(3):503–529.Crossref, Google Scholar
- (2011) Applied science research in information systems: The last research mile. J. Management Inform. Systems 28(1):13–16.Crossref, Google Scholar
- (2008) Design thinking. Harvard Bus. Rev. 86(6):84–92.Google Scholar
- (1992) Wicked problems in design thinking. Design Issues 8(2):5–21.Crossref, Google Scholar
- (1967) Guest editorial: Wicked problems. Management Sci. 14(4):B141–B142.Link, Google Scholar
- (1990) The readability of advertisements and articles in trade journals. Indust. Marketing Management 19(3):251–260.Crossref, Google Scholar
- (2006) Designerly Ways of Knowing (Springer, Berlin).Google Scholar
- (2008) Engineering Design Methods: Strategies for Product Design, 4 ed. (Wiley, Chichester, UK).Google Scholar
- (1991) Design Theory and Computer Science (Cambridge University Press, Cambridge, UK).Crossref, Google Scholar
- Feigenbaum EA, Feldman J, eds. (1963) Computers and Thought (McGraw-Hill Inc., New York).Google Scholar
- (2004) Qualitative research and the academy of management journal. Acad. Management J. 47(4):454–462.Crossref, Google Scholar
- (1997) Design, analogy, and creativity. IEEE Expert 12(3):62–70.Crossref, Google Scholar
- (2006) The nature of theory in information systems. MIS Quart. 30(3):611–642.Crossref, Google Scholar
- (2013) Positioning and presenting design science research for maximum impact. MIS Quart. 37(2):337–355.Crossref, Google Scholar
- (2007) The anatomy of a design theory. J. Assoc. Inform. Systems 8(5):312–335.Google Scholar
- (2011) Theorizing in design science research: Inductive versus deductive approaches. Galletta DF, Liang T-P, eds. Proc. Internat. Conf. Inform. Systems (AIS, Shanghai, China).Google Scholar
- (1978) Cognitive Psychology: Thinking and Creating (Dorsey, Homewood, IL).Google Scholar
- (1966) Philosophy of Natural Science (Prentice-Hall Inc., Englewood Cliffs, NJ).Google Scholar
- (2004) Design science in information systems research. MIS Quart. 28(1):75–105.Crossref, Google Scholar
- (2009) Bridging practice and theory: A design science approach. Decision Sci. 40(1):65–87.Crossref, Google Scholar
- Holyoak KJ, Morrison RG, eds. (2005) The Cambridge Handbook of Thinking and Reasoning (Cambridge University Press, Cambridge, UK).Google Scholar
- (2007) A paradigmatic analysis of information systems as a design science. Scandinavian J. Inform. Systems 19(2):39–64.Google Scholar
- (2014) Distinguishing and contrasting two strategies for design science research. Eur. J. Inform. Systems. Forthcoming.Google Scholar
- (2002) Wireless product identification: Enabler for handling efficiency, customization and information sharing. Supply Chain Management: Internat. J. 7(4):242–252.Crossref, Google Scholar
- (2011) From blue sky research to problem solving: A philosophy of science theory of new knowledge production. Acad. Management Rev. 36(2):297–317.Crossref, Google Scholar
- (1979) Classifying heuristics. College Composition Comm. 30(4):351–356.Crossref, Google Scholar
- (2002) Is research relevance revisited: Subtle accomplishment, unfulfilled promise, or serial hypocrisy? Comm. Assoc. Inform. Systems 8(1):330–346.Google Scholar
- (2010) Boilerplate detection using shallow text features. Davison BD, Suel T, Craswell N, Liu B, eds. Proc. Third ACM Internat. Conf. Web Search and Data Mining (ACM, New York), 441–450.Crossref, Google Scholar
- (2008) On theory development in design science research: Anatomy of a research project. Eur. J. Inform. Systems 17(5):489–504.Crossref, Google Scholar
- (2012) Characterizing design science theories by level of constraint on design decisions. Peffers K, Rothenberger M, Kuechler B, eds. Design Science Research in Information Systems. Advances in Theory and Practice (Springer, Berlin), 345–353.Crossref, Google Scholar
- (2012) Abstraction and the origin of general ideas. Philosophers' Imprint 12(19):1–22.Google Scholar
- (2010) Retrospect and prospect: Information systems research in the last and next 25 years. J. Inform. Tech. 25(4):336–348.Crossref, Google Scholar
- (2003) Generalizing generalizability in information systems research. Inform. Systems Res. 14(3):221–243.Link, Google Scholar
- (2011) Theorizing in design science research. Jain H, Sinha A, Vitharana P, eds. DESRIST 2011, LNCS 6629 (Springer, Berlin Heidelberg), 1–16.Crossref, Google Scholar
- (2005) Collaborating on multiparty information systems development projects: A collective reflection-in-action view. Inform. Systems Res. 16(2):109–130.Link, Google Scholar
- (2004) Design principles for competence management systems: A synthesis of an action research study. MIS Quart. 28(3):435–472.Crossref, Google Scholar
- (2000) TOP-MODELER©: Supporting complex strategic and operational decision making. Inform. Knowledge Systems Management 2(1):95–110.Google Scholar
- (1995) Design and natural science research on information technology. Decision Support Systems 15(4):251–266.Crossref, Google Scholar
- (2002) A design theory for systems that support emergent knowledge processes. MIS Quart. 26(3):179–212.Google Scholar
- (2010) Design thinking: Achieving insights via the “knowledge funnel.” Strategy Leadership 38(2):37–41.Crossref, Google Scholar
- (2011) Leaving the beaten tracks in creative work—A design theory for systems that support convergent and divergent thinking. J. Assoc. Inform. Systems 12(11):714–740.Google Scholar
- (1972) Human Problem Solving (Prentice-Hall, Englewood Cliffs, NJ).Google Scholar
- (1958) Elements of a theory of human problem solving. Psych. Rev. 65(3):151–166.Crossref, Google Scholar
- (1967) The process of creative thinking. Gruber H, Terrell G, Wertheimer M, eds. Contemporary Approaches to Creative Thinking (Atherton Press, New York),63–119.Google Scholar
- (2011) The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature. Decision Support Systems 50(3):559–569.Crossref, Google Scholar
- (1993) The aim and structure of applied research. Erkenntnis 38(1):1–21.Crossref, Google Scholar
- (1987) Two design principles for knowledge-based systems. Decision Sci. 18(3):430–447.Crossref, Google Scholar
- (2007) Engineering Design: A Systematic Approach, 3rd ed. (Springer, London).Crossref, Google Scholar
- (1983) On the discovery and generation of certain heuristics. AI Magazine 4(1):23–33.Google Scholar
- (1974) Collected papers of Charles Sanders Peirce. Hartshorne C, Weiss P, eds. Pragmatism and Pragmaticism and Scientific Metaphysics, Vol. V and VI (Belknap Press, Cambridge, MA).Google Scholar
- (1981) The Mind’s Best Work (Harvard University Press, Cambridge, MA).Crossref, Google Scholar
- (1945) How to Solve It: A New Aspect of Mathematical Method (Princeton University Press, Princeton, NJ).Crossref, Google Scholar
- (2008) The design theory nexus. MIS Quart. 32(4):731–755.Crossref, Google Scholar
- (2006) A framework for selecting change strategies in IT organizations. Münch J, Vierimaa M, eds. Product-Focused Software Process Improvement (Springer, Heidelberg, Germany), 408–414.Crossref, Google Scholar
- (2006) Multi-classifier systems: Review and a roadmap for developers. Internat. J. Hybrid Intelligent Systems 3(1):35–61.Crossref, Google Scholar
- (1972) On the planning crisis: Systems analysis of the first and second generations. Begrifsokonomen 8:390–396.Google Scholar
- (2007) Single-dimension software pipelining for multidimensional loops. ACM Trans. Architecture and Code Optim. 4(1):paper 7.Crossref, Google Scholar
- (1987) Design Thinking (MIT Press, Cambridge, MA).Google Scholar
- (2000) Signs, pragmatism, and abduction: The tragedy, irony, and promise of Charles Sanders Peirce. J. Econom. Issues (Association for Evolutionary Econom.) 34(1):207–217.Crossref, Google Scholar
- (1983) The Reflective Practitioner: How Professionals Think in Action (Basic Books, New York).Google Scholar
- (1987) Educating the Reflective Practitioner (Jossey-Bass, San Fransisco).Google Scholar
- (2011) Action design research. MIS Quart. 35(1):37–56.Crossref, Google Scholar
- (2011) Inductive top-down theorizing: A source of new theories or organization. Acad. Management Rev. 36(2):361–380.Crossref, Google Scholar
- (2000) Inefficient Markets: An Introduction to Behavioral Finance (Oxford University Press, Oxford, UK).Crossref, Google Scholar
- (1967) The logic of heuristic decision making. Rescher N, ed. The Logic of Decision and Action (University of Pittsburgh Press, Pittsburgh), 1–35.Google Scholar
- (1973) The structure of ill structured problems. Artificial Intelligence 4(3–4):181–201.Crossref, Google Scholar
- (1978) Information-processing theory of human problem solving. Estes WK, ed. Handbook of Learning and Cognitive Processes (Erlbaum, Hillsdale, NJ), 271–295.Google Scholar
- (1988) The science of design: Creating the artificial. Design Issues 4(1/2):67–82.Crossref, Google Scholar
- (1996) The Sciences of the Artificial, 3rd ed. (MIT Press, Cambridge, MA).Google Scholar
- (1958) Heuristic problem solving: The next advance in operations research. Oper. Res. 6(1):1–10.Link, Google Scholar
- (1981) Scientific discovery as problem solving. Synthese 47(1):1–27.Crossref, Google Scholar
- (1988) Towards a heuristic theory of problem structuring. Management Sci. 34(12):1489–1506.Link, Google Scholar
- (1992) Towards a theory of managerial problem solving. Decision Support Systems 8(1):29–40.Crossref, Google Scholar
- (2012) What does Kant mean by “power of judgement” in his critique of the power of judgement? Kantian Rev. 17(2):297–326.Crossref, Google Scholar
- (2008) Spotsigs: Robust and efficient near duplicate detection in large Web collections Proc. 31st Annual Internat. ACM SIGIR Conf. Res. Development in Inform. Retrieval (ACM, Singapore), 563–570.Crossref, Google Scholar
- (1956) On building an administrative science. Admin. Sci. Quart. 1(1):102–111.Crossref, Google Scholar
- (1993) Heuristics for reconciling independent knowledge bases. Inform. Systems Res. 4(3):262–288.Link, Google Scholar
- (2008) Design Science Research Methods and Patterns: Innovating Information and Communication Technology (Auerbach Publications, Boca Raton, FL).Google Scholar
- (2007) Engaged Scholarship: A Guide for Organizational and Social Research (Oxford University Press, New York).Crossref, Google Scholar
- (1996) The Application of Neural Networks in the Forecasting of Share Prices (Finance and Technology Publishing, Haymarket, VA).Google Scholar
- (1992) Building an information system design theory for vigilant EIS. Inform. Systems Res. 3(1):36–59.Link, Google Scholar
- (1995) What theory is not, theorizing is. Admin. Sci. Quart. 40(3):385–390.Crossref, Google Scholar
- (1974) How to Solve Problems: Elements of a Theory of Problems and Problem Solving (W. H. Freeman and Company, San Francisco).Google Scholar

