metaphors in design problem solving.docx
TRANSCRIPT
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sociology. #t present, 'r. &asakin is working on the assessment of creativity and its effect on studentsA performance
in the architectural design studio.
Introduction
&ontemporary theories have defined meta$horsas a structuring of our cognitive system ;akoff,
2B7/5 ;akoff < 6ohnson, 2B70. Metaphors affect the way we perceive the world, categori!e
experiences, and organi!e our thoughts. These devices have a fundamental role, as they not only
guide reasoning but also enhance innovative thinking. They allow the designer to think
unconventionally and encourage the application of novel ideas to design problems. The
employment of metaphors by architects is well documented in literature through a vast number
of examples. Cevertheless, not many empirical investigations have verified the contribution of
metaphors to design. *n a recent study, &asakin -D0 found that metaphors help to identify and
capture design concepts, as well as define goals and re$uirements. *n another research, the aid
provided by metaphors to develop unconventional solutions was seen to be more fruitful in theinitial stages of the design process, known as conceptual design. Metaphor use in the final stages
of the design process is more complex and therefore demands more expertise &asakin, -40.
#part from knowledge and expertise, design problems re$uire creativity. &reative thinking
enables one to perceive a problem from unorthodox and innovative perspectives &asakin tility and adaptabilityA and Aluency and beautyA factors. +owever, no
significant correlations were obtained between A*nnovation and constraints in designA and the
other factors )ee Table /0. The data corresponding to the variable A@eneral creativityA was
obtained by computing the mean of the 22 items presented to students in the )urvey of #ttitudes
about 'esign &reativity.
Table )" Correlations bet2een the factors of creativity 1;
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Pearson Productmoment Correlations 6et2een the Factors of Creativity and Metaphor
&orrelations between factors of metaphor and creativity were analy!ed through a (earsonproduct moment )ee Table B0. *t should be noted that each of the metaphor factors was related
to one or more creativity factors. The following are some remarkable findings1
2. A@eneral creativityA was related significantly to all the metaphor factors.
-. A*nnovation and constraints considerationA was the most significantly related creativity
variable, followed by A>tility and adaptabilityA.
3. Aluency and beautyA was the least correlated variable.
D. A#nalysis of design problemsA was the most correlated factor of metaphors.
F. While the assistance of metaphors in the A)ynthesis of design solutionsA was correlated
with A*nnovation and constraints considerationA A&onceptual thinkingA was the weakest
factor, correlated only with A@eneral creativity.A
Table &" Correlations bet2een the factors of metaphor and creativity 1;
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-egression Analysis 6et2een Factors of Metaphors and Creativity
*n this study, the independent variables are those that assess the metaphor use, while the
dependent variables are those that assess the factors of creativity. Regression analysis was carried
out to test the contribution of metaphor use to design creativity. The regression e$uation that
predicts A@eneral factor of creativityA was significant. #s can be seen from Table 2, factor - of
metaphors dealing with A#nalysis of design problemsA has a positive significant impact on the
A@eneral factor of creativityA betaH.D4FKK0 and on factor 2 of creativity, referring to A*nnovation
and constraints considerations in designA betaH.D32K0. "n the other hand, factor 3 of metaphors,dealing with A&onceptual thinkingA was found to have a negative but significant effect on
Aluency and aesthetic aspectsA of design betaH%.-4DK0. #n additional regression analysis was
performed to test the contribution of metaphor use to the independent variable dealing with
A"verall creativity in design product.AResults confirmed the positive significant impact of the
factor - of metaphors dealing with A#nalysis of design problemsA on A"verall creativity in design
productA betaH.D3/K0 )ee Table 220.
Table !'" -esults of significant regression analysis 2ith the metaphor factors as predictors and
creativity assessment variables as dependent variables
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Table !!" -esults of significant regression analysis 2ith metaphor factors as predictors and
=overall creativity in design product= as dependent variable
Discussion
# factor analysis of the 22 variables that deal with design creativity resulted in three valid
factors. The first and most important factor had an emphasis on A*nnovation and constraints
considerationsA in design. The second factor had an emphasis on A>tility and adaptabilityA in
design. The third factor is the weakest and had saturation on Aluency and aesthetic aspects.A
These findings suggest that when students are re$uested to evaluate design creativity, their
attention is mainly directed toward the innovation of a design. #nother important issue is that for
a design to be creative, it must first satisfy initial design constraints.
*n addition, three major factors were found in the factor analysis of the 2D variables of
metaphors in design. While the first factor had a strong contribution to the A)ynthesis of design
solutions,A the second factor had an impact on the A#nalysis of design problems,A and the third and
weakest factor had saturation on A&onceptual thinking.A Most literature conceives metaphors as
analytical devices that facilitate the understanding of an unknown situation in terms of a familiarone e.g., ;akoff, 2BB35 "rtony, 2BB20. *t is interesting to note that the use of metaphors was seen
by students mainly as a tool supporting the production of innovative design solutions. "nly
thereafter, students valued the analytical and conceptual role of metaphors in design. irst%year
design students who lack expertise and have not developed cognitive schemas ;awson, -D0
might have found it easier to think in terms of concrete and practical situations while dealing
with the design situation.
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#lthough significant correlations were obtained between the A@eneral creativityA factor and
the three factors of creativity, no significant correlations were observed between A*nnovation and
constraints in designA and the other two factors. This last finding supports the argument that
innovation is a major aspect of creativity, which is remarkable from a theoretical point of view.
"ne of the reasons is that in the domain of creativity there is a continuing debate about the
definition of creativity, with the two major components discussed being innovation and utility.
urthermore, significant correlations were found between the A@eneral use of metaphorsA
and all three factors of metaphors. The most correlated factor was A#nalysis of design problems,A
while the stronger correlation was found between this factor and the A)ynthesis of design
solutions.A #naly!ing a design solution and elaborating on it is an ongoing process where
designers set up a reflective dialogue with their materials )chon, 2B730. The strong correlation
found between analysis and synthesis shows that both factors are necessary components of this
cyclical and interactive process.
rom additional analyses, a correlation between the factors of metaphor and creativity was
determined. The argument that metaphors support creativity was reinforced by the finding that
all the factors of metaphor were correlated to at least two creativity variables, as well as to the
A@eneral creativityA factor. While A#nalysis of design problemsA was the most correlated factor of
metaphors, A*nnovation and constraintsA was the most significantly related factor of creativity. *t
can be said that the use of metaphors, in particular A#nalysis of design problems,A has a strong
contribution to creativity, and especially to innovation. A>tility and adaptabilityA was the second
most correlated creativity factor to A#nalysis of problems.A Retrieving a design concept from a
metaphor belonging to a remote domain demands from the designer to be practical and flexible
for adapting the concept to the design problem at hand.
The importance of A#nalysis of design problemsA was confirmed through regression
analysis, where the contribution of each factor of metaphor to creativity was analy!ed separately.
The regression e$uation that predicted the role of metaphors in A#nalysis of problemsA had a
significant and uni$ue contribution to the A@eneral factor of creativity,A and to A*nnovation and
constraints in design.A Regression analysis between metaphors and the dependent variable of
A"verall creativity in the design productA reconfirmed this result. #nother regression analysis
showed that the predictor of A#bstract thinkingA had a significant but negative impact on Aluency
and aesthetics.A #lthough metaphors are initially used to retrieve abstract concepts from remote
and unconnected sources, as the design process develops, designers become more fluent in their
outcomes. luency enables the exploration of design alternatives and increases the chance of
developing detailed and aesthetic design solutions.
Conclusions
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Metaphors are viewed as cognitive strategies that assist in the organi!ation of design thinking.
This investigation was concerned with the study of metaphors in design problem solving, with
implications for design creativity. The assessment of the use of metaphors and creativity in an
architectural design studio was analy!ed through main factors. )ignificant differences in
variances were found between each of these factors. A*nnovationA as opposed to A>tilityA or
AluencyA was the most dominant factor of design creativity and related strongly to the other
factors. This finding confirms the view that, independent of the domain of study, A*nnovationA
represents the essence of creativity.
"n the other hand, A)ynthesis of design solutionsA and A#nalysis of design problemsA were
found to be the most dominant factors of metaphors. These two factors were also found to be
strongly related to A@eneral creativityA and in particular to the factor of A*nnovation.A Therefore, it
can be asserted that the most important role that metaphors play in design problem solving is to
support the design of innovative products. *n contrast, the use of metaphors did not help so much
in the functional and aesthetic aspects of design, such as A>tility and adaptabilityA or A9eauty,A nordid it help in the development of a dynamic and fluid design process. #lthough students were
able to enhance the originality of their products, they were not fluent enough to produce design
alternatives. )urprisingly, metaphors were mainly seen by students as fundamental aids for the
A)ynthesis of solutions in design practiceA and less helpful for A#nalysis of design problems.A
+owever, A#nalysis of design problemsA was highly correlated with all the creativity factors and,
as a conse$uence, was a major predictor of innovation and general creativity.
*t is maintained that novice students lack the necessary analytical skills to reflect in%depth
on design situations and therefore face some difficulties in using metaphors as a primary
analytical tool. The ac$uisition of analytical skills and the ability to perceive a problem from
different viewpoints is related to the development of expertise. *t is well documented in the
problem%solving literature that differences in skills between novices and experts are attributed to
differences in their analysis and representation of knowledge e.g., &hi, eltovich, < @lasser,
2B725 ;esgold, 2BB25 Cewel < )imon, 2B/-0. =xperience in a certain domain allows the
generation of abstract or conceptual problem representations and enhances the probability of
analy!ing a problem more in%depth, by focusing on structural features. =xperts are more likely to
represent problems $ualitatively, and $uite often apply conceptual thinking to produce abstract
and symbolic representations Medin < Ross, 2BB0. The low level of expertise of the students
that participated in this study is a possible reason due to which A&onceptual thinkingA was theweakest factor of metaphors and was unrelated to all factors characteri!ing creativity. *t can be
said that more expertise is needed to use metaphors in a better way.
The use of metaphors has important implications for design practice. #s expertise develops,
along with stronger abilities in analysis, synthesis, and conceptual thinking, the use of metaphors
can help to stimulate creativity in design activities. *nstead of re%using known design schemas
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and familiar solutions, the implementation of metaphors in practice can contribute to
unconventional thinking and thereby generate more innovative design products.
#part from dealing with innovation in design, future intervention programs in the design
studio must regard more extensive aspects, such as functional and practical design issues.
*ntervention programs should also encourage students to be more fluent and consider more
design alternatives before engaging in the synthesis of a final design solution. These will not
only improve analytical abilities but also stimulate design creativity.
The scope of the present investigation has been limited to a study on how novice
architecture students assess the use of metaphors and the creativity of their own designs. *n a
future study, we will extend this research to explore the assessment of metaphors and design
creativity by experts and compare it with assessments from novice students.
Ackno2ledgments
Thanks are due to #rch. =dna ;angenthal and #rch. *lan &oren who supervised and guided the
first%year design students throughout the design task.
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