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Erschienen in: International Journal of Technology and Design Education 1/2018

07.09.2016

Hierarchical thinking: a cognitive tool for guiding coherent decision making in design problem solving

verfasst von: Grietjie Haupt

Erschienen in: International Journal of Technology and Design Education | Ausgabe 1/2018

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Abstract

This paper builds on two concepts, the first of which is the extended information processing model of expert design cognition. This proposes twelve internal psychological characteristics interacting with the external world of expert designers during the early phases of the design process. Here, I explore one of the characteristics, hierarchical abstraction, and adapt it into an alternative ontological model of decision making. The model serves as an in-depth descriptor of how designers from different domains transform their mental states using judgment and decision making through hierarchical abstraction. The second concept entails an expansion of the idea of synergistic vertical transformation as a framework for mapping expert designers’ design process. Here, I focus on hierarchical decision making as multi-directional, and inter-relating the internal and external world of designers. In doing so, I provide a coding tool for researchers interested in exploring designers’ complex decision making processes. Concurrently, the model serves as decision making tool in design and technology education classrooms. As such, the paper focuses on the ontology of conceptual structures that support the early phases of the design process. This was based on empirical research.

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Literatur
Zurück zum Zitat Anderson, M. L. (2003). Embodied cognition: A field guide. Artificial Intelligence, 149(1), 91–130.CrossRef Anderson, M. L. (2003). Embodied cognition: A field guide. Artificial Intelligence, 149(1), 91–130.CrossRef
Zurück zum Zitat Anthony, W. S. (1973). Learning to discover rules by discovery. Journal of Educational Psychology, 64, 325–328.CrossRef Anthony, W. S. (1973). Learning to discover rules by discovery. Journal of Educational Psychology, 64, 325–328.CrossRef
Zurück zum Zitat Brandstatter, V., Heimbeck, D., Malzacher, J. T., & Frese, M. (2003). Goals need implementation intentions: The model of action phases tested in the applied setting of continuing education. European Journal of Work and Organizational Psychology, 12(1), 37–59.CrossRef Brandstatter, V., Heimbeck, D., Malzacher, J. T., & Frese, M. (2003). Goals need implementation intentions: The model of action phases tested in the applied setting of continuing education. European Journal of Work and Organizational Psychology, 12(1), 37–59.CrossRef
Zurück zum Zitat Buzan, T. (2005). Mind map handbook. London: Thorsons. Buzan, T. (2005). Mind map handbook. London: Thorsons.
Zurück zum Zitat Cascetta, E. (2001). Transportation systems engineering: Theory and methods. Dordrecht: Springer.CrossRef Cascetta, E. (2001). Transportation systems engineering: Theory and methods. Dordrecht: Springer.CrossRef
Zurück zum Zitat Collins, A., Brown, J. S., & Newman, S. E. (1987). Cognitive apprenticeship: Teaching the craft of reading, writing, and mathematics. Illinois: University of Illinois at Urbana-Champaign. Collins, A., Brown, J. S., & Newman, S. E. (1987). Cognitive apprenticeship: Teaching the craft of reading, writing, and mathematics. Illinois: University of Illinois at Urbana-Champaign.
Zurück zum Zitat Conlan, T. (2006). Formative assessment of classroom concept maps: The reasonable fallible analyser. Journal of Interactive Learning Research, 17(1), 15–36. Conlan, T. (2006). Formative assessment of classroom concept maps: The reasonable fallible analyser. Journal of Interactive Learning Research, 17(1), 15–36.
Zurück zum Zitat Cross, N. (2001). Design cognition: Results from protocol and other empirical studies of design activity. In C. Eastman, M. McCracken, & W. Newstetter (Eds.), Design knowing and learning: Cognition in design education. Oxford: Elsevier. Cross, N. (2001). Design cognition: Results from protocol and other empirical studies of design activity. In C. Eastman, M. McCracken, & W. Newstetter (Eds.), Design knowing and learning: Cognition in design education. Oxford: Elsevier.
Zurück zum Zitat de Miranda, M. A. (2004). The grounding of a discipline: Cognition and instruction in technology education. International Journal of Technology and Design Education, 14, 61–77.CrossRef de Miranda, M. A. (2004). The grounding of a discipline: Cognition and instruction in technology education. International Journal of Technology and Design Education, 14, 61–77.CrossRef
Zurück zum Zitat de Vries, M. J. (2006). Technological knowledge and artifacts: An analytical view. In J. R. Dakers (Ed.), Defining technological literacy. Towards an epistemological framework. New York: Pelgrave MacMillan. de Vries, M. J. (2006). Technological knowledge and artifacts: An analytical view. In J. R. Dakers (Ed.), Defining technological literacy. Towards an epistemological framework. New York: Pelgrave MacMillan.
Zurück zum Zitat De Vries, M., Custer, R. L., Dakers, J. R., & Martin, G. (2007). Analyzing best practices in technology educatiion. Rotterdam: Sense Publishers. De Vries, M., Custer, R. L., Dakers, J. R., & Martin, G. (2007). Analyzing best practices in technology educatiion. Rotterdam: Sense Publishers.
Zurück zum Zitat Edelson, D. C., Gordin, D. N., & Pea, R. D. (1999). Addressing the challenges of inquiry-based learning through technology and curriculum design. The Journal of the Learning Sciences, 8(3&4), 391–450.CrossRef Edelson, D. C., Gordin, D. N., & Pea, R. D. (1999). Addressing the challenges of inquiry-based learning through technology and curriculum design. The Journal of the Learning Sciences, 8(3&4), 391–450.CrossRef
Zurück zum Zitat Eder, W. E. (2012). Comparisons of several design theories and methods with the legacy of Vladimir Hubka. Eder, W. E. (2012). Comparisons of several design theories and methods with the legacy of Vladimir Hubka.
Zurück zum Zitat Epley, N., & Gilovich, T. (2006). The anchoring-and-adjustment heuristic. Why the adjustments are insufficient. Psychological Science, 17(4), 311–318.CrossRef Epley, N., & Gilovich, T. (2006). The anchoring-and-adjustment heuristic. Why the adjustments are insufficient. Psychological Science, 17(4), 311–318.CrossRef
Zurück zum Zitat Ertmer, P. A., & Newby, T. J. (2013). Behaviorism, cognitivism, constructivism: Comparing critical features from an instructional design perspective. Performance Improvement Quarterly, 26(2), 43–71.CrossRef Ertmer, P. A., & Newby, T. J. (2013). Behaviorism, cognitivism, constructivism: Comparing critical features from an instructional design perspective. Performance Improvement Quarterly, 26(2), 43–71.CrossRef
Zurück zum Zitat Fox, J., Cooper, R. P., & Glasspool, D. W. (2013). A canonical theory of dynamic decision-making. Frontiers in Psychology, 4(150), 1–19. Fox, J., Cooper, R. P., & Glasspool, D. W. (2013). A canonical theory of dynamic decision-making. Frontiers in Psychology, 4(150), 1–19.
Zurück zum Zitat Gavrilova, T., Leshcheva, I., & Strakhovich, E. (2015). Gestalt principles of creating learning business ontologies for knowledge codification. Knowledge Management Research & Practice, 13(4), 418–428.CrossRef Gavrilova, T., Leshcheva, I., & Strakhovich, E. (2015). Gestalt principles of creating learning business ontologies for knowledge codification. Knowledge Management Research & Practice, 13(4), 418–428.CrossRef
Zurück zum Zitat Gero, J. S., & Kannengieser, U. (2004). The situated function-behaviour-structure framework. Design Studies, 25, 373–391.CrossRef Gero, J. S., & Kannengieser, U. (2004). The situated function-behaviour-structure framework. Design Studies, 25, 373–391.CrossRef
Zurück zum Zitat Gibson, J. J. (1986). The ecological approach to perception. Hillside, NJ: Lawrence Erlbaum Associates. Gibson, J. J. (1986). The ecological approach to perception. Hillside, NJ: Lawrence Erlbaum Associates.
Zurück zum Zitat Gigerenzer, G., & Goldstein, D. G. (1996). Reasoning the fast and frugal way: Models of bounded rationality. Psychological Review, 103(4), 650–669.CrossRef Gigerenzer, G., & Goldstein, D. G. (1996). Reasoning the fast and frugal way: Models of bounded rationality. Psychological Review, 103(4), 650–669.CrossRef
Zurück zum Zitat Goel, V. (1995). Sketches of thought. Cambridge: MIT Press. Goel, V. (1995). Sketches of thought. Cambridge: MIT Press.
Zurück zum Zitat Goldstein, W. M., & Hogarth, R. M. (1997). Judgment and decision research: Some historical context. In W. M. Goldstein & R. M. Hogarth (Eds.), Research on judgment and decision making: Currents, connections and controversies (pp. 3–68). Cambridge: Cambridge University Press. Goldstein, W. M., & Hogarth, R. M. (1997). Judgment and decision research: Some historical context. In W. M. Goldstein & R. M. Hogarth (Eds.), Research on judgment and decision making: Currents, connections and controversies (pp. 3–68). Cambridge: Cambridge University Press.
Zurück zum Zitat Gollwitzer, P. M., & Schaal, B. (1998). Metacognition in action: The importance of implementation intentions. Personality and Social Psychology Review, 2(2), 124–136.CrossRef Gollwitzer, P. M., & Schaal, B. (1998). Metacognition in action: The importance of implementation intentions. Personality and Social Psychology Review, 2(2), 124–136.CrossRef
Zurück zum Zitat Hastie, R. (2001). Problems for judgment and decision making. Annual Review Psychology, 52, 653–683.CrossRef Hastie, R. (2001). Problems for judgment and decision making. Annual Review Psychology, 52, 653–683.CrossRef
Zurück zum Zitat Haupt, G. (2013). The cognitive dynamics of socio-technological thinking in the early phases of expert designers’ design process. Unpublished PhD, University of Pretoria, Pretoria. Haupt, G. (2013). The cognitive dynamics of socio-technological thinking in the early phases of expert designers’ design process. Unpublished PhD, University of Pretoria, Pretoria.
Zurück zum Zitat Haupt, G. (2015). Learning from experts: Fostering extended thinking in the early phases of the design process. International Journal of Technology and Design Education, 25(4), 483–520.CrossRef Haupt, G. (2015). Learning from experts: Fostering extended thinking in the early phases of the design process. International Journal of Technology and Design Education, 25(4), 483–520.CrossRef
Zurück zum Zitat Hennessy, S. (1993). Situated cognition and cognitive apprenticeship: Implications for classroom learning. Studies in Science Education, 22(1), 1–44.CrossRef Hennessy, S. (1993). Situated cognition and cognitive apprenticeship: Implications for classroom learning. Studies in Science Education, 22(1), 1–44.CrossRef
Zurück zum Zitat Hofweber, T. (2014). Logic and ontology. In E. N. Zalta (Ed.), The stanford Encyclopedia of philosophy (Vol. Fall 2014 ed.). Stanford: Standford University. Hofweber, T. (2014). Logic and ontology. In E. N. Zalta (Ed.), The stanford Encyclopedia of philosophy (Vol. Fall 2014 ed.). Stanford: Standford University.
Zurück zum Zitat Johnson, S. D., & Daugherty, J. (2008). Quality and characteristics of recent research in technology education. Journal of Technology Education, 20(1), 16–31.CrossRef Johnson, S. D., & Daugherty, J. (2008). Quality and characteristics of recent research in technology education. Journal of Technology Education, 20(1), 16–31.CrossRef
Zurück zum Zitat Jonassen, D. (1998). Designing constructivist learning environments. In C. M. Reigeluth (Ed.), Instructional design models and strategies (2nd ed.). Mahwah, NJ: Lawrence Erlbaum. Jonassen, D. (1998). Designing constructivist learning environments. In C. M. Reigeluth (Ed.), Instructional design models and strategies (2nd ed.). Mahwah, NJ: Lawrence Erlbaum.
Zurück zum Zitat Katsikopoulos, K. V. (2009). Coherence and correspondence in engineering design: Informing the conversation and connecting with judgment and decision-making research. Judgment and Decision Making, 4(2), 147–153. Katsikopoulos, K. V. (2009). Coherence and correspondence in engineering design: Informing the conversation and connecting with judgment and decision-making research. Judgment and Decision Making, 4(2), 147–153.
Zurück zum Zitat Kirschner, P. A., Sweller, J., & Clark, R. E. (2006). Why minimal guidance during instruction does not work: An analysis of the failure of constructivist, discover, problem-based, experiential, and inquiry-based teaching. Educational Psychologist, 41(2), 75–86.CrossRef Kirschner, P. A., Sweller, J., & Clark, R. E. (2006). Why minimal guidance during instruction does not work: An analysis of the failure of constructivist, discover, problem-based, experiential, and inquiry-based teaching. Educational Psychologist, 41(2), 75–86.CrossRef
Zurück zum Zitat Kluge, P., & Malan, D. F. (2011). The application of the analytical hierarchical process in complex mining engineering design problems. The Journal of the South African Institute of Mining and Metallurgy, 111(December), 847–855. Kluge, P., & Malan, D. F. (2011). The application of the analytical hierarchical process in complex mining engineering design problems. The Journal of the South African Institute of Mining and Metallurgy, 111(December), 847–855.
Zurück zum Zitat Kroes, P. A. (2002). Design methodology and the nature of technical artefacts. Design Studies, 23, 287–302.CrossRef Kroes, P. A. (2002). Design methodology and the nature of technical artefacts. Design Studies, 23, 287–302.CrossRef
Zurück zum Zitat Kroes, P. A., & Meijers, A. (2002). The dual nature of technical artifacts. Techné, 6(2), 4–8. Kroes, P. A., & Meijers, A. (2002). The dual nature of technical artifacts. Techné, 6(2), 4–8.
Zurück zum Zitat Lawson, B. (2006). How designers think. Boston: Elsevier. Lawson, B. (2006). How designers think. Boston: Elsevier.
Zurück zum Zitat Mitcham, C. (2002). Do artifacts have dual natures? Two points of commentary on the delft project. Techné, 6(2), 93–95. Mitcham, C. (2002). Do artifacts have dual natures? Two points of commentary on the delft project. Techné, 6(2), 93–95.
Zurück zum Zitat Mitcham, C., & Holbrook, J. B. (2006). Understanding technological design. In J. S. Dakers (Ed.), Defining technological literacy. Towards an epistemological framework. New York: Palgrave MacMillan. Mitcham, C., & Holbrook, J. B. (2006). Understanding technological design. In J. S. Dakers (Ed.), Defining technological literacy. Towards an epistemological framework. New York: Palgrave MacMillan.
Zurück zum Zitat Oxman, R. (2002). The thinking eye: Visual re-cognition in design emergence. Design Studies, 23(2), 135–164.CrossRef Oxman, R. (2002). The thinking eye: Visual re-cognition in design emergence. Design Studies, 23(2), 135–164.CrossRef
Zurück zum Zitat Oxman, R. (2004). Think-maps: Teaching design thinking in design education. Design Studies, 25(1), 63–91.CrossRef Oxman, R. (2004). Think-maps: Teaching design thinking in design education. Design Studies, 25(1), 63–91.CrossRef
Zurück zum Zitat Petrina, S. (2007). Advanced teaching methods for the technology classroom. London: Information Science Publishing.CrossRef Petrina, S. (2007). Advanced teaching methods for the technology classroom. London: Information Science Publishing.CrossRef
Zurück zum Zitat Robbins, P. (2009). The Cambridge handbook of situated cognition. Cambridge: Cambridge University Press. Robbins, P. (2009). The Cambridge handbook of situated cognition. Cambridge: Cambridge University Press.
Zurück zum Zitat Savin-Baden, M. (2007). Challenging PBL models and perspectives. In E. de Graaf & A. Kolmos (Eds.), Management of change: Implementation of problem-based and project-based learning in engineering. Rotterdam: Sense Publishers. Savin-Baden, M. (2007). Challenging PBL models and perspectives. In E. de Graaf & A. Kolmos (Eds.), Management of change: Implementation of problem-based and project-based learning in engineering. Rotterdam: Sense Publishers.
Zurück zum Zitat Schön, D. (1984). Problems, frames and perspectives on designing. Design Studies, 5(3), 135–156. Schön, D. (1984). Problems, frames and perspectives on designing. Design Studies, 5(3), 135–156.
Zurück zum Zitat Seram, N. (2013). Decision making in product development—a review of the literature. International Journal of Engineering and Applied Sciences, 2(4), 1–11. Seram, N. (2013). Decision making in product development—a review of the literature. International Journal of Engineering and Applied Sciences, 2(4), 1–11.
Zurück zum Zitat Simon, H. A. (1996). The sciences of the artificial (3rd ed.). Cambridge, MA: MIT Press. Simon, H. A. (1996). The sciences of the artificial (3rd ed.). Cambridge, MA: MIT Press.
Zurück zum Zitat Sowa, J. F. (1984). Conceptual structures: Information processing in mind and machine. Reading, MA: Addison-Wesley. Sowa, J. F. (1984). Conceptual structures: Information processing in mind and machine. Reading, MA: Addison-Wesley.
Zurück zum Zitat Suwa, M., Purcell, T., & Gero, J. (1998). Macroscopic analysis of design processes based on a scheme for coding designers’ cognitive actions. Design Studies, 19(4), 455–483.CrossRef Suwa, M., Purcell, T., & Gero, J. (1998). Macroscopic analysis of design processes based on a scheme for coding designers’ cognitive actions. Design Studies, 19(4), 455–483.CrossRef
Zurück zum Zitat Suwa, M., & Tversky, B. (1996). What architects see in their design sketches: Implications for design tools. Paper presented at the Human Factors in Computing Systems. ACM, New York. Suwa, M., & Tversky, B. (1996). What architects see in their design sketches: Implications for design tools. Paper presented at the Human Factors in Computing Systems. ACM, New York.
Zurück zum Zitat Tversky, A., & Kahneman, D. (1974). Judgement under uncertainty: Heuristics and biases. Science, 185(4157), 1124–1131.CrossRef Tversky, A., & Kahneman, D. (1974). Judgement under uncertainty: Heuristics and biases. Science, 185(4157), 1124–1131.CrossRef
Zurück zum Zitat Tversky, A., & Kahneman, D. (1986). Rational choice and the framing of decisions. The Journal of Business, 59(4), S251–S278.CrossRef Tversky, A., & Kahneman, D. (1986). Rational choice and the framing of decisions. The Journal of Business, 59(4), S251–S278.CrossRef
Zurück zum Zitat Tversky, A., & Simonson, I. (1993). Context-dependent preferences. Management Science, 39(10), 1179–1189.CrossRef Tversky, A., & Simonson, I. (1993). Context-dependent preferences. Management Science, 39(10), 1179–1189.CrossRef
Zurück zum Zitat Verkerk, M. J., Hoogland, J., van der Stoep, J., & de Vries, M. J. (2007). Denken Ontwerpen Maken. Basisboek Techniekfolosofie. Amsterdam: Boom. Verkerk, M. J., Hoogland, J., van der Stoep, J., & de Vries, M. J. (2007). Denken Ontwerpen Maken. Basisboek Techniekfolosofie. Amsterdam: Boom.
Zurück zum Zitat Wagemans, J., Elder, J. H., Kubovv, M., Palmer, S. E., Peterson, M. A., Singh, M., & van der Heydt, R. (2012). A century of Gestalt psychology in visual perception 1. Perceptual grouping and figure-ground organisation. Psychology Bulletin, 138(6), 1172–1217. Wagemans, J., Elder, J. H., Kubovv, M., Palmer, S. E., Peterson, M. A., Singh, M., & van der Heydt, R. (2012). A century of Gestalt psychology in visual perception 1. Perceptual grouping and figure-ground organisation. Psychology Bulletin, 138(6), 1172–1217.
Metadaten
Titel
Hierarchical thinking: a cognitive tool for guiding coherent decision making in design problem solving
verfasst von
Grietjie Haupt
Publikationsdatum
07.09.2016
Verlag
Springer Netherlands
Erschienen in
International Journal of Technology and Design Education / Ausgabe 1/2018
Print ISSN: 0957-7572
Elektronische ISSN: 1573-1804
DOI
https://doi.org/10.1007/s10798-016-9381-0

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