Creativity in Design Engineering and the Role of Knowledge: Modelling the Expert

The present study focuses on the relationship between the acquisition of design knowledge by novice design students and the quality of their designs. Design learning is typically based on action and reflection. Knowledge of solution processes, being part of this reflection, is found to be crucial in monitoring and controlling the design process and in reaching an optimal, creative result. The studies described in this article suggest a close relationship between the amount of process knowledge – knowledge of managing and monitoring the solution finding process – reported by novice designers, and the creativity of the designed product.

[1]  John D. Bransford,et al.  Teaching Thinking and Problem Solving. , 1986 .

[2]  Herbert A. Simon,et al.  Scientific discovery: compulalional explorations of the creative process , 1987 .

[3]  H. Christiaans.  Creativity as a Design Criterion , 2002 .

[4]  Herbert A. Simon,et al.  Scientific discovery , 1993, BMJ : British Medical Journal.

[5]  P. Alexander,et al.  The Interaction of Domain-Specific and Strategic Knowledge in Academic Performance , 1988 .

[6]  John Sweller,et al.  Cognitive technology: Some procedures for facilitating learning and problem solving in mathematics and science. , 1989 .

[7]  Paul J. Feltovich,et al.  Categorization and Representation of Physics Problems by Experts and Novices , 1981, Cogn. Sci..

[8]  D. Halpern.  Teaching critical thinking for transfer across domains. , 1998 .

[9]  R. Gagne.  Conditions of Learning , 1965 .

[10]  D. Simonton.  Creativity. Cognitive, personal, developmental, and social aspects. , 2000, The American psychologist.

[11]  L. B. Archer,et al.  Systematic method for designers , 1963 .

[12]  R. Sternberg,et al.  Investing in Creativity. , 1996 .

[13]  Herbert A. Simon,et al.  The Structure of Ill Structured Problems , 1973, Artif. Intell..

[14]  Renée Elio,et al.  Modeling Novice-to-Expert Shifts in Problem-Solving Strategy and Knowledge Organization , 1990, Cogn. Sci..

[15]  Robert M. Gagné,et al.  The conditions of learning, 2nd ed. , 1970 .

[16]  P. Alexander,et al.  Coming to Terms: How Researchers in Learning and Literacy Talk About Knowledge , 1991 .

[17]  H.H.C.M. Christiaans,et al.  Creativity in design: the role of domain knowledge in designing , 1992 .

[18]  R. Weisberg.  Creativity - Genius and Other Myths , 1986 .

[19]  Y. Anzai.  Learning and use of representations for physics expertise , 1991 .

[20]  John D. Bransford,et al.  Teaching thinking and problem solving: Research foundations. , 1986 .

[21]  D. Halpern.  Teaching critical thinking for transfer across domains. Dispositions, skills, structure training, and metacognitive monitoring. , 1998, The American psychologist.

[22]  Jacob Cohen.  A Coefficient of Agreement for Nominal Scales , 1960 .

[23]  R. Mayer.  Educational Psychology: A Cognitive Approach , 1987 .

[24]  M. Ferguson-Hessler,et al.  Cognitive structures of good and poor novice problem solvers in physics , 1986 .

[25]  Herbert A. Simon,et al.  Models of Competence in Solving Physics Problems , 1980, Cogn. Sci..

[26]  D. Schoen.  The Reflective Practitioner , 1983 .

[27]  C. Pietersen,et al.  Research as a Learning Experience: A Phenomenological Explication , 2002 .

[28]  Ö. Akin.  Psychology of architectural design , 1986 .

[29]  T. Amabile.  Beyond talent. John Irving and the passionate craft of creativity. , 2001, The American psychologist.

[30]  John R. Anderson,et al.  Skill Acquisition: Compilation of Weak-Method Problem Solutions. , 1987 .

[31]  Patricia A. Alexander,et al.  Interrelationship of Knowledge, Interest, and Recall: Assessing a Model of Domain Learning , 1995 .

[32]  T. M. Amabile.  The social psychology of creativity , 1984 .

[33]  Henri Christiaans,et al.  Design Knowing and Learning: Cognition in Design Education , 2002 .

[34]  Päivi Tynjälä,et al.  Traditional studying for examination versus constructivist learning tasks: Do learning outcomes differ? , 1998 .

[35]  J. Sweller,et al.  Effects of schema acquisition and rule automation on mathematical problem-solving transfer. , 1987 .

[36]  Hans Hummel,et al.  The design of a study environment for acquiring academic and professional competence , 1997 .

[37]  John R. Anderson.  ACT: A simple theory of complex cognition. , 1996 .