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A CONTINUIST APPROACH TO PROMOTING
CREATIVITY: GENERATING NOVEL METAPHORICAL
EXPRESSIONS THROUGH VARYING CONCEPTUAL
METAPHORS
Ricardo A. Minervino
minervinor@jetband.com.ar
Facultad de Ciencias de la EducaciĂłn, Universidad Nacional del Comahue, H. Irigoyen 2000,
8324 Cipolleti, RĂ­o Negro, Argentina
AndrĂŠs LĂłpez Pell
alopezpell@fundasaled.org.ar
Facultad de PsicologĂ­a, Universidad CatĂłlica de Santa FĂŠ, EchagĂźe 7151,
S3004JBS, Santa Fe, Argentina
NicolĂĄs Oberholzer
oberholzer@fibertel.com.ar
Facultad de PsicologĂ­a, Universidad de Buenos Aires, Independencia 3065, Piso 3,
1425 Buenos Aires, Argentina
MĂĄximo Trench
maxtrench@fibertel.com.ar
Facultad de PsicologĂ­a, Universidad de Buenos Aires, Independencia 3065, Piso 3,
1425 Buenos Aires, Argentina
ABSTRACT
We carried out an experiment in which
participants were asked to generate creative
titles for essays. While the experimental group
was trained in two heuristics consisting in the
extension and reinstantiation of conceptual
metaphors (Lakoff & Turner, 1989), the con-
trol group had to generate creative titles using
their natural resources. The titles generated via
these heuristics were more creative than those
generated by other means. It was also found
that the explicit use of these heuristics pro-
duced more creative titles than their implicit
use. We discuss the implications of these find-
ings for the design of interventions aimed at
stimulating creativity.
INTRODUCTION
Creativity is a psychological quality that
every person possesses to a greater or lesser
extent (Ward, Smith, & Finke, 1999). There is
general agreement on the fact that creativity
consists of the ability to generate products that
are at the same time appropriate (i.e., useful,
adaptive, concerning tasks constraints) and
original (Amabile, 1996; Lubart, 1994). These
products range from coming up with a joke to
developing a scientific theory. As creativity is
an individually and socially desired quality,
many organizations and institutions search for
methods to stimulate it (Sternberg & Lubart,
1995). Some approaches have considered that
creativity involves thinking processes different
from ordinary reasoning (e.g., processes of
unconscious incubation, characterized by free
association of ideas, restructuring processes
leading to insight, divergent or lateral thinking,
etc.; see Weisberg, 2006, for a review). These
extraordinary processes are supposed to break
away from traditional ways of problem solving
and previous knowledge of the domain to
which the problem pertains.
Different attempts at promoting creativity
follow this approach (e.g., brainstorming,
A Continuist Approach to Promoting Creativity: Generating Novel Metaphorical
Expressions Through Varying Conceptual Metaphors
331
lateral thinking techniques, synectics, for a
review, see Nickerson, 1999; Weisberg, 1986).
For example, the brainstorming technique
supposes that the production of a significant
amount of extravagant ideas, with no inhibi-
tion from critical judgment, is beneficial for
creative thinking. This procedure favors the
generation of original ideas that—with the
necessary convergent adjustments—can yield
creative results (Larey & Paulus, 1999). In
general, these techniques presuppose that a
way of stimulating creativity consists of break-
ing away from traditional problem solving
strategies and certain domain specific knowl-
edge that could be associated to fixations.
The idea that creativity implies the use of
extraordinary thinking processes and the de-
parture from dominant problem solving strate-
gies and stored knowledge has been criticized
by authors like Newell and Simon (1972),
Perkins (1981), Weisberg (1986) and Ward
(1994). Hofstadter (1985) and, more recently,
Weisberg (2006), have supported the idea that
creative products are the result of little and
accumulative rational variations over well-
oriented and accepted previous ideas.
As far as we know, there are no tech-
niques or interventions aimed at stimulating
creativity based on the idea of introducing
adjustments to well established previous ideas.
In this study we adopted this “continuist” ap-
proach to stimulating creativity and tested its
usefulness in the domain of verbal production.
After describing the content of an undergradu-
ate psychology student essay, we asked par-
ticipants (psychology students at university) to
generate creative titles for it. For example, one
of the essays depicted a discussion held by
cognitive and psychoanalytic therapists at a
conference. The discussion, which revolved
around the efficacy of their techniques, had a
clearly favorable outcome for the cognitive
therapists. Participants had to entitle the essay
emphasizing the success of the cognitive
therapists. While an experimental group was
trained in heuristics to generate metaphorical
titles for the essays, a control group had to
employ their natural skills to generate them.
The heuristics used to train participants in the
experimental group have been described by
Lakoff and Johnson's (1980, 1999) theory of
conceptual metaphor (CM). They consist of
deriving new metaphorical expressions (MEs)
by performing variations on conventional
CMs. We were interested in evaluating if those
heuristics can be trained, and if they are useful
to generate more creative titles than those
naturally employed by people. For example,
the article previously described could have
been entitled with novel MEs like The psycho-
analysts are recovering at the hospital or Cog-
nitive chemical weapons destroyed psychoana-
lytic therapists. These expressions could be
seen as new instances of a Spanish family of
MEs, in which words corresponding to the
domain of war are employed to talk about
discussing (e.g., Mary won the discussion; Her
arguments lost ground in the discussion, etc.).
Such a cluster can be taken as a proof for the
existence of a CM in Spanish speakers’ minds,
that is, an analogy between the concepts of war
(the base domain) and discussion (the target
domain). A huge body of research demon-
strates that there are a large number of such
clusters and CMs, documented in many lan-
guages (Lakoff & Johnson, 1980; Gibbs,
2006). Some of the MEs previously presented
are conventional (the later ones) while others
are novel (the former ones). Lakoff and cols.
(Lakoff & Johnson, 1980; Lakoff & Turner,
1989) have described two heuristics used by
both experts and laypeople to generate novel
MEs: extension and reinstantiation of CMs.
Normally, a CM supposes transferring
only some of the aspects from the base domain
to the target domain, while others are left aside
(Lakoff & Johnson, 1980). In this way, in the
DISCUSSION IS WAR CM, ideas such as that
there are two confronted sides, and that they
use weapons to defeat one another, are trans-
ferred from the base to the target domain. The
usual transference is associated with conven-
tional MEs, such as Mary used diverse weap-
ons to win the discussion. There are certain
Minervino, LĂłpez Pell, Oberholzer and Trench
332
aspects of the base domain that are not usually
transferred to the target, for example, the
treatment received by wounded people. These
extensions of the analogical mapping give rise
to novel MEs such as The psychoanalysts are
recovering at the hospital.
Lakoff and Turner (1989) postulate that
the base domains have a generic structure that
admits diverse specifications, some of them
more typical than others. For example, in the
DISCUSSION IS WAR CM the kind of war is
not specified, supposedly being the war on
land the most typical one. In this way, search-
ing for new exemplars of war, such as naval
war, guerrilla war, nuclear war, etc., could
renovate the general CM and thus give place to
new associated MEs. For example, a novel
reinstantiation of the source domain such as
biological war may give rise to a novel ME
like Cognitive chemical weapons destroyed
psychoanalytic therapists.
For Lakoff and Johnson (1980), metaphor
is primarily a conceptual and thinking phe-
nomenon and only secondarily a linguistic one.
In this sense, the generation of a verbal expres-
sion such as The psychoanalysts are recover-
ing at the hospital should be viewed as a deri-
vation of a creative analogical conceptualiza-
tion act—a new way of viewing people that
had lost a discussion derived from the
DISCUSSION IS WAR CM—and not merely
as a creative linguist production. In the same
vein, the heuristics above described should be
considered as “pushing an analogy” thinking
mechanisms of creativity. For example, the
mechanism of extension giving place to this
ME could perhaps be considered as a case of
analogical projection of candidates inferences,
one of the multiple mechanisms implicated in
analogical creativity (cf., e. g., Gentner, Brem,
Ferguson, Wolff, Markman & Forbus, 1997).
These mechanisms could give place to new
MEs but also to other kind of products (e.g.,
drawings based on extended CMs). Although
the role of analogy in creative science, design,
art, etc., has received great attention (cf., e.g.,
Holyoak & Thagard, 1995; Weisberg, 2006),
we know no studies about its role in creative
verbal production.
As we previously stated, the main charac-
teristics of a creative product are its originality
and its adequacy. It would be desirable for a
creative heuristic or technique to promote the
generation of products that satisfy both as-
pects. Ward (1994) has shown that when con-
fronted with the task of creating extraterrestrial
creatures, professional science fiction writers
invented characters that—although original in
various aspects—maintained a high level of
similarity with terrestrial animals. Ward (1999)
considers this fact important in terms of its
adequacy, since it allows the readers to relate
new situations or products to those that are
relatively familiar. In a similar way, the gen-
eration of MEs derived from a culturally
shared CM can be a means to achieve novelty
without sacrificing familiarity (the MEs that
belong to a known CM are easy to comprehend
since they are derived from a familiar and well
established CM). Gentner et al. (1997), sharing
Ward’s point of view, state that at least some
kinds of creativity heavily rely on prior struc-
tures and that “analogy is an engine of creativ-
ity because it provides a fair degree of struc-
ture while inviting some alteration” (p. 450;
italics in the original). Maybe this is one of the
reasons why, as some authors analyze (Gibbs,
1994; Lakoff & Turner, 1989; Turner, 1985),
professional writers regularly employ these
heuristics in their literary work. Achieving this
balance between novelty and adequacy could
also be important for a group of people ex-
posed to a creativity task with which they have
no prior experience. Actually, the explicit
demand of coming up with creative ideas can
become quite perplexing when no means or
restrictions are specified.
In the experimental group we promoted
the awareness of the extension and reinstantia-
tion heuristics, and we trained participants in
their use. Afterwards, this group had to employ
these heuristics in the title generation tasks.
Participants in the control group had to carry
out the same task using their natural abilities.
A Continuist Approach to Promoting Creativity: Generating Novel Metaphorical
Expressions Through Varying Conceptual Metaphors
333
In the first place, we wanted to test if an inter-
vention to stimulate the use of the heuristics
would lead to a more frequent use of them. In
the second place, we hypothesized that the
titles generated using the heuristics would be
more creative than those generated via other
means.
The above heuristics are spontaneously
employed by laypeople (Lakoff & Johnson,
1980, 1999; Lakoff & Turner, 1989). How-
ever, explicit training would promote a more
conscious and controlled use of the mecha-
nisms implied in extending and reinstantiating
CMs. Many authors have suggested that mak-
ing a procedure explicit can facilitate a better
use of its creative potential, since it allows for
better manipulation and metacognitive control
(e.g., Karmiloff-Smith, 1990; Peterson, 2002).
Opposed to this view, some authors like Hof-
stadter (1985) have suggested that the con-
scious and controlled use of a procedure can be
detrimental, since the creative process consists
of the flow of ideas at a subcognitive level.
The second objective of our experiment was to
determine if the titles generated by the con-
trolled use of these heuristics were more crea-
tive than those produced via their spontaneous
use.
METHOD
Participants and design
Thirty undergraduate students at Santa Fe
Catholic University participated in the experi-
ence for course credits. They were randomly
assigned to one of the two groups of the ex-
periment. The independent variable was the
kind of training that they received (training in
the heuristics of extension and reinstantiation
of CMs, and no training). The dependent vari-
able was the creativity of the titles that they
produced.
Procedure and materials
The procedure was divided into three
phases: training, practice and application.
Training. After receiving a definition of
the concept of metaphor, participants in the
experimental group were presented with the
main ideas of CM theory: The concept of sys-
tems of MEs, the concept of CM, the idea that
only some of the base elements are mapped
onto the target domain, and the schematic
character of the base domains. Then, the
above-mentioned heuristics for generating
novel MEs were explained and exemplified.
Subsequently, participants performed two train-
ing tasks where they had to identify MEs and
point out the CM from which they were de-
rived. Correct answers were provided. These
tasks lasted approximately 60 min. After a
break, participants were given four events
(e.g., Peter and Mary's marriage does not make
any progress) and were asked to generate four
novel MEs for each one of them. This training
session lasted 90 min. Two of those MEs had
to be generated using the reinstantiation heu-
ristic and two using the extension heuristic.
The CMs were given by the experimenter (e.g.,
LOVE IS A JOURNEY) along with three
examples of conventional MEs for each CM.
The necessary steps to apply the heuristics
were presented in flowcharts that participants
could consult at any moment. Although the
training sessions were carried out in groups of
three, participants worked individually. After
completion of each task, the trainer provided
feedback on the comprehension and use of the
heuristics. The CMs used for this training
session were different from the ones used in
the first exercise and different from the ones
used in subsequent phases. During the second
day participants were trained in looking for
CMs for target domains. Participants had to
come up with at least 20 expressions about
four topics (e.g., comprehension), point out
those considered as metaphorical and identify
its corresponding CM (in case there was one).
As before, this was done in groups of three
Minervino, LĂłpez Pell, Oberholzer and Trench
334
participants working individually. They re-
ceived feedback about their comprehension of
the concepts involved (i.e., CM, ME, etc.) and
their performance. Participants in the control
group received theoretical instruction and
training about some creativity techniques to
write short stories (none of those techniques
stimulated or instructed about the use of meta-
phorical language or other verbal mechanisms
that could be used to generate titles for essays).
The way in which the training sessions were
implemented and the time and distribution
along the three days was exactly the same as in
the experimental group.
Practice. When the training was com-
pleted, participants in both groups received,
after a break, four entitling practice tasks. For
each one of these tasks they read an abstract
describing the salient aspects of a psychology
essay written by an undergraduate student, and
they had 10 min to generate as many titles as
possible. Participants in both groups were
asked to generate “creative titles”. However,
participants in the experimental group were
also asked to “use the heuristics of extension
and reinstantiation of CMs”. The titles had to
be 10 words maximum. They were told the
aspect of the text that should be highlighted by
the title. In two of the tasks, participants in the
experimental group were presented with the
CMs out of which they should derive the me-
taphorical titles. In the other two tasks they
had to identify the CM themselves, analyzing
conventional MEs about the target domain. At
the beginning of the third day, participants in
both groups completed a multiple choice test
on the instruction they had received during the
first two days. The goal of this test was to
discard from the analysis those participants
who had not comprehended the concepts
taught during the instruction. Since all the
participants correctly answered more than 90%
of the test, none of them was discarded from
further analysis.
Application. Participants were presented
with three titling tasks having the same struc-
ture as the ones presented in the practice ses-
sions. Participants did not receive the CMs in
any of the three tasks, that is, they had to iden-
tify them by their own means. The order of
presentation of the three tasks was counterbal-
anced.
Data analysis
Two psychologists who knew in detail
Lakoff and Johnson's theory and were well
aware of the dominant CMs of our culture—
but did not know the purpose of the experi-
ment—served as independent judges. They
were instructed to classify the titles as follows:
1) literal titles (e.g., Cognitive therapists were
better), 2) metaphorical titles not derived from
a CM (e.g., Cognitive therapists robbed psy-
choanalysts), 3) conventional metaphorical
titles derived from a CM (e.g., Psychoanalysts
gave up the battle−DISCUSSION IS WAR
CM), and 4) novel metaphorical titles derived
from a CM (e.g., Psychoanalysts pulled out the
white flag−DISCUSSION IS WAR CM). They
classified the titles independently and they
agreed in 79% of the cases. The disagreements
were resolved by open discussion. To score the
creativity of the titles three judges (people with
a degree in Literature) worked independently.
They were not told in which conditions par-
ticipants had generated the titles. They re-
ceived the same abstracts of the essays that
were given to students and the aspect that
participants should highlight in the title. The
instruction was to evaluate the creativity of the
titles using as reference the production of the
sample and not general parameters of creativ-
ity (i.e., they were asked not to evaluate the
titles comparing them to titles produced by
experts). Thus, before starting the evaluation,
they were presented with a sample of 20 ran-
domly chosen titles to let them form an idea of
the ability of the participants. To evaluate the
creativity of the titles they used a 5 point
Likert scale (1 = not creative, 5 = very crea-
tive). The instruction received by the judges
was as follows: “You have to establish the
degree of creativity of each title, using your
A Continuist Approach to Promoting Creativity: Generating Novel Metaphorical
Expressions Through Varying Conceptual Metaphors
335
own subjective criteria of creativity”. The
order of presentation of the titles was counter-
balanced. The results of Cronbach alpha coef-
ficient applied to the analysis of reliability
between judges was 0.81.
RESULTS AND DISCUSSION
Our hypothesis was that, since partici-
pants were novice in verbal creativity, the
awareness and training on creativity heuristics
would be beneficial. We then predicted that the
titles generated using these heuristics would be
more creative than those (metaphorical or not)
generated through other mechanisms. Consid-
ering each group separately, we analyzed if the
novel metaphorical titles derived from a CM
had been evaluated as more creative than those
generated by other means. For the control
group (see Figure 1), a one way ANOVA, with
independent measures for the title type (literal,
metaphorical titles not derived from a CM,
conventional metaphorical titles derived from
a CM, novel metaphorical titles derived from a
CM) revealed a significant difference in the
degree of creativity of the different types of
titles, F(3) = 4.21, p < .001, MSE = .408.
2,40
2,60
2,80
3,00
3,20
3,40
3,60
3,80
1 2 3 4
Type of title
Creativity
Means
Figure 1. Creativity for each type of titles in the
control group (1: literal titles, 2: metaphorical
titles not derived from a CM, 3: conventional
metaphorical titles derived from a CM, 4: novel
metaphorical titles derived from a CM)
The mean creativity score for novel
metaphorical titles derived from a CM (M =
3.28; DE = .59) was higher than that of literal
titles (M = 2.74, DE = .66), t(126) = 3.44, p <
.01; higher than that of metaphorical titles not
derived from a CM (M = 2.89, DE = .61), t(47)
= 2.28, p < .05; and higher than that of conven-
tional metaphorical titles derived from a CM
(M = 2.81, DE = .63), t(160) = 3.14, p < .01.
In the experimental group (see Figure 2)
a one way ANOVA showed a significant dif-
ference in creativity among the different kinds
of titles, F(3) = 18.19, p < .001, MSE = 0.481.
The mean creativity score for the novel meta-
phorical titles derived from a CM (M = 3.66;
DE = .69) was higher than the mean score for
the literal titles (M = 2.80, DE = .78), t(92) =
4.81, p < .001; and higher than the mean score
for conventional metaphorical titles derived
from a CM (M = 2.93, DE = 0.70), t(175) =
6.94, p < 0.001. However it was not signifi-
cantly higher than the mean creativity score for
metaphorical titles not derived from a CM (M
= 3.17, DE = 0.41), t(78) = 1.72, p = 0.08
(although there was a trend).
2,40
2,60
2,80
3,00
3,20
3,40
3,60
3,80
1 2 3 4
Type of title
Creativity
Means
Figure 2. Creativity for each type of titles in the
experimental group (1: literal titles, 2: metaphori-
cal titles not derived from a CM, 3: conventional
metaphorical titles derived from a CM, 4: novel
metaphorical titles de-rived from a CM)
In general, the data showed that the titles
generated through mechanisms of extension
and reinstantiation of CMs were more creative
than the titles generated by other mechanisms.
Thus, we can conclude that when people are
trained to generate novel verbal products via
introducing variations on known cognitive
structures (i.e., CMs), they can produce more
Minervino, LĂłpez Pell, Oberholzer and Trench
336
creative outcomes than the ones that would
have been generated via their own natural
means.
The manipulation of the independent
variable consisted in making explicit the
mechanisms of extension and reinstantiation of
CMs, as well as in training those procedures.
Therefore, we were interested in finding out if
participants in the experimental group had
used those heuristics in a greater proportion
than participants in the control group. The
results showed that the percentage of novel
metaphorical titles derived from a CM was
higher in the experimental group (36.45%)
than in the control group (6.69%), χ2 (1, N =
502) = 68.44, p < .001. The training sessions,
which lasted only three and a half hours, can
be considered a successful intervention, that
could be improved with more practice and
feedback.
The second goal of this study was to de-
termine if the controlled use of the heuristics
would result in titles that were more creative
than those generated by the spontaneous (not
trained) use of such mechanisms. We analyzed
all the novel metaphorical titles derived from a
CM, and compared those generated by the
experimental group against those generated by
participants in the control group. The titles
generated by the experimental group (M =
3.66, SD = .69) were more creative than the
titles generated by the control group (M =
3.28, SD = .59), t(92) = 2.22, p < .05. These
results indicate that the metaphorical titles
generated by participants who explicitly used
the heuristics were more creative than those
generated through an implicit use of those
same mechanisms. As opposed to what has
been proposed by authors such as Hofstadter
(1985), our results seem to indicate that the
conscious and controlled use of creativity
mechanisms does not always have a negative
effect on the generation of creative products.
On the contrary, the data support the idea that
the conscious and explicit use of those mecha-
nisms can increase their creative power (Kar-
miloff-Smith, 1990; Peterson, 2002). Hence,
we can conclude that the training fostered not
only a more frequent use of the mechanisms of
extension and reinstantiation of CMs but also a
better use of them.
A long tradition in creativity research de-
fends the idea that creative products are the
outcome of extraordinary thought processes.
Creativity techniques associated to this con-
ception were often directed to break away
from known solutions within a domain, in
favor of alternative possibilities (cf. Weisberg,
1996, 2006). Since Newell and Simon (1972),
several theorists have resisted the extraordi-
nary processes theory of creativity (e.g., Per-
kins, 1981; Weisberg, 2006), suggesting that
creativity entails processes not different from
those we use when solving everyday problems.
Hofstadter (1985) and Weisberg (1996) ad-
vanced the thesis that creativity consists in
applying minimal, accumulative and reasoned
variations on previous ideas. In this experi-
ment we tested the effectiveness of an inter-
vention designed to enhance creativity based
on this continuist perspective. Participants in
the experimental group were trained in the
generation of novel MEs through applying
minimal variations to highly standardized
cognitive structures in our culture (i.e, CMs).
Products generated via this strategy were
judged as more creative than those generated
through other mechanisms. Furthermore, the
products generated via the controlled and ex-
plicit use of this heuristic were judged as more
creative than those arising from its spontane-
ous use. The results obtained seem promising
regarding the possibility of training creativity
from the continuist approach. Future studies
should attempt to extend this perspective to
new tasks and domains. Regarding the rela-
tionship between analogy and creativity, our
results have shown that stretching pre-
established analogies can be a useful means of
generating creative verbal products. Further
research would be needed to show the ade-
quacy of this strategy for the generation of
other kinds of products as well.
A Continuist Approach to Promoting Creativity: Generating Novel Metaphorical
Expressions Through Varying Conceptual Metaphors
337
ACKNOWLEDGMENTS
This work was supported by Grant PICT33150
from the ANCyT of Argentina and by Grant
C076 from the National University of Coma-
hue of Argentina.
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A CONTINUIST APPROACH TO PROMOTING CREATIVITY GENERATING NOVEL METAPHORICAL EXPRESSIONS THROUGH VARYING CONCEPTUAL METAPHORS

  • 1. 330 A CONTINUIST APPROACH TO PROMOTING CREATIVITY: GENERATING NOVEL METAPHORICAL EXPRESSIONS THROUGH VARYING CONCEPTUAL METAPHORS Ricardo A. Minervino minervinor@jetband.com.ar Facultad de Ciencias de la EducaciĂłn, Universidad Nacional del Comahue, H. Irigoyen 2000, 8324 Cipolleti, RĂ­o Negro, Argentina AndrĂŠs LĂłpez Pell alopezpell@fundasaled.org.ar Facultad de PsicologĂ­a, Universidad CatĂłlica de Santa FĂŠ, EchagĂźe 7151, S3004JBS, Santa Fe, Argentina NicolĂĄs Oberholzer oberholzer@fibertel.com.ar Facultad de PsicologĂ­a, Universidad de Buenos Aires, Independencia 3065, Piso 3, 1425 Buenos Aires, Argentina MĂĄximo Trench maxtrench@fibertel.com.ar Facultad de PsicologĂ­a, Universidad de Buenos Aires, Independencia 3065, Piso 3, 1425 Buenos Aires, Argentina ABSTRACT We carried out an experiment in which participants were asked to generate creative titles for essays. While the experimental group was trained in two heuristics consisting in the extension and reinstantiation of conceptual metaphors (Lakoff & Turner, 1989), the con- trol group had to generate creative titles using their natural resources. The titles generated via these heuristics were more creative than those generated by other means. It was also found that the explicit use of these heuristics pro- duced more creative titles than their implicit use. We discuss the implications of these find- ings for the design of interventions aimed at stimulating creativity. INTRODUCTION Creativity is a psychological quality that every person possesses to a greater or lesser extent (Ward, Smith, & Finke, 1999). There is general agreement on the fact that creativity consists of the ability to generate products that are at the same time appropriate (i.e., useful, adaptive, concerning tasks constraints) and original (Amabile, 1996; Lubart, 1994). These products range from coming up with a joke to developing a scientific theory. As creativity is an individually and socially desired quality, many organizations and institutions search for methods to stimulate it (Sternberg & Lubart, 1995). Some approaches have considered that creativity involves thinking processes different from ordinary reasoning (e.g., processes of unconscious incubation, characterized by free association of ideas, restructuring processes leading to insight, divergent or lateral thinking, etc.; see Weisberg, 2006, for a review). These extraordinary processes are supposed to break away from traditional ways of problem solving and previous knowledge of the domain to which the problem pertains. Different attempts at promoting creativity follow this approach (e.g., brainstorming,
  • 2. A Continuist Approach to Promoting Creativity: Generating Novel Metaphorical Expressions Through Varying Conceptual Metaphors 331 lateral thinking techniques, synectics, for a review, see Nickerson, 1999; Weisberg, 1986). For example, the brainstorming technique supposes that the production of a significant amount of extravagant ideas, with no inhibi- tion from critical judgment, is beneficial for creative thinking. This procedure favors the generation of original ideas that—with the necessary convergent adjustments—can yield creative results (Larey & Paulus, 1999). In general, these techniques presuppose that a way of stimulating creativity consists of break- ing away from traditional problem solving strategies and certain domain specific knowl- edge that could be associated to fixations. The idea that creativity implies the use of extraordinary thinking processes and the de- parture from dominant problem solving strate- gies and stored knowledge has been criticized by authors like Newell and Simon (1972), Perkins (1981), Weisberg (1986) and Ward (1994). Hofstadter (1985) and, more recently, Weisberg (2006), have supported the idea that creative products are the result of little and accumulative rational variations over well- oriented and accepted previous ideas. As far as we know, there are no tech- niques or interventions aimed at stimulating creativity based on the idea of introducing adjustments to well established previous ideas. In this study we adopted this “continuist” ap- proach to stimulating creativity and tested its usefulness in the domain of verbal production. After describing the content of an undergradu- ate psychology student essay, we asked par- ticipants (psychology students at university) to generate creative titles for it. For example, one of the essays depicted a discussion held by cognitive and psychoanalytic therapists at a conference. The discussion, which revolved around the efficacy of their techniques, had a clearly favorable outcome for the cognitive therapists. Participants had to entitle the essay emphasizing the success of the cognitive therapists. While an experimental group was trained in heuristics to generate metaphorical titles for the essays, a control group had to employ their natural skills to generate them. The heuristics used to train participants in the experimental group have been described by Lakoff and Johnson's (1980, 1999) theory of conceptual metaphor (CM). They consist of deriving new metaphorical expressions (MEs) by performing variations on conventional CMs. We were interested in evaluating if those heuristics can be trained, and if they are useful to generate more creative titles than those naturally employed by people. For example, the article previously described could have been entitled with novel MEs like The psycho- analysts are recovering at the hospital or Cog- nitive chemical weapons destroyed psychoana- lytic therapists. These expressions could be seen as new instances of a Spanish family of MEs, in which words corresponding to the domain of war are employed to talk about discussing (e.g., Mary won the discussion; Her arguments lost ground in the discussion, etc.). Such a cluster can be taken as a proof for the existence of a CM in Spanish speakers’ minds, that is, an analogy between the concepts of war (the base domain) and discussion (the target domain). A huge body of research demon- strates that there are a large number of such clusters and CMs, documented in many lan- guages (Lakoff & Johnson, 1980; Gibbs, 2006). Some of the MEs previously presented are conventional (the later ones) while others are novel (the former ones). Lakoff and cols. (Lakoff & Johnson, 1980; Lakoff & Turner, 1989) have described two heuristics used by both experts and laypeople to generate novel MEs: extension and reinstantiation of CMs. Normally, a CM supposes transferring only some of the aspects from the base domain to the target domain, while others are left aside (Lakoff & Johnson, 1980). In this way, in the DISCUSSION IS WAR CM, ideas such as that there are two confronted sides, and that they use weapons to defeat one another, are trans- ferred from the base to the target domain. The usual transference is associated with conven- tional MEs, such as Mary used diverse weap- ons to win the discussion. There are certain
  • 3. Minervino, LĂłpez Pell, Oberholzer and Trench 332 aspects of the base domain that are not usually transferred to the target, for example, the treatment received by wounded people. These extensions of the analogical mapping give rise to novel MEs such as The psychoanalysts are recovering at the hospital. Lakoff and Turner (1989) postulate that the base domains have a generic structure that admits diverse specifications, some of them more typical than others. For example, in the DISCUSSION IS WAR CM the kind of war is not specified, supposedly being the war on land the most typical one. In this way, search- ing for new exemplars of war, such as naval war, guerrilla war, nuclear war, etc., could renovate the general CM and thus give place to new associated MEs. For example, a novel reinstantiation of the source domain such as biological war may give rise to a novel ME like Cognitive chemical weapons destroyed psychoanalytic therapists. For Lakoff and Johnson (1980), metaphor is primarily a conceptual and thinking phe- nomenon and only secondarily a linguistic one. In this sense, the generation of a verbal expres- sion such as The psychoanalysts are recover- ing at the hospital should be viewed as a deri- vation of a creative analogical conceptualiza- tion act—a new way of viewing people that had lost a discussion derived from the DISCUSSION IS WAR CM—and not merely as a creative linguist production. In the same vein, the heuristics above described should be considered as “pushing an analogy” thinking mechanisms of creativity. For example, the mechanism of extension giving place to this ME could perhaps be considered as a case of analogical projection of candidates inferences, one of the multiple mechanisms implicated in analogical creativity (cf., e. g., Gentner, Brem, Ferguson, Wolff, Markman & Forbus, 1997). These mechanisms could give place to new MEs but also to other kind of products (e.g., drawings based on extended CMs). Although the role of analogy in creative science, design, art, etc., has received great attention (cf., e.g., Holyoak & Thagard, 1995; Weisberg, 2006), we know no studies about its role in creative verbal production. As we previously stated, the main charac- teristics of a creative product are its originality and its adequacy. It would be desirable for a creative heuristic or technique to promote the generation of products that satisfy both as- pects. Ward (1994) has shown that when con- fronted with the task of creating extraterrestrial creatures, professional science fiction writers invented characters that—although original in various aspects—maintained a high level of similarity with terrestrial animals. Ward (1999) considers this fact important in terms of its adequacy, since it allows the readers to relate new situations or products to those that are relatively familiar. In a similar way, the gen- eration of MEs derived from a culturally shared CM can be a means to achieve novelty without sacrificing familiarity (the MEs that belong to a known CM are easy to comprehend since they are derived from a familiar and well established CM). Gentner et al. (1997), sharing Ward’s point of view, state that at least some kinds of creativity heavily rely on prior struc- tures and that “analogy is an engine of creativ- ity because it provides a fair degree of struc- ture while inviting some alteration” (p. 450; italics in the original). Maybe this is one of the reasons why, as some authors analyze (Gibbs, 1994; Lakoff & Turner, 1989; Turner, 1985), professional writers regularly employ these heuristics in their literary work. Achieving this balance between novelty and adequacy could also be important for a group of people ex- posed to a creativity task with which they have no prior experience. Actually, the explicit demand of coming up with creative ideas can become quite perplexing when no means or restrictions are specified. In the experimental group we promoted the awareness of the extension and reinstantia- tion heuristics, and we trained participants in their use. Afterwards, this group had to employ these heuristics in the title generation tasks. Participants in the control group had to carry out the same task using their natural abilities.
  • 4. A Continuist Approach to Promoting Creativity: Generating Novel Metaphorical Expressions Through Varying Conceptual Metaphors 333 In the first place, we wanted to test if an inter- vention to stimulate the use of the heuristics would lead to a more frequent use of them. In the second place, we hypothesized that the titles generated using the heuristics would be more creative than those generated via other means. The above heuristics are spontaneously employed by laypeople (Lakoff & Johnson, 1980, 1999; Lakoff & Turner, 1989). How- ever, explicit training would promote a more conscious and controlled use of the mecha- nisms implied in extending and reinstantiating CMs. Many authors have suggested that mak- ing a procedure explicit can facilitate a better use of its creative potential, since it allows for better manipulation and metacognitive control (e.g., Karmiloff-Smith, 1990; Peterson, 2002). Opposed to this view, some authors like Hof- stadter (1985) have suggested that the con- scious and controlled use of a procedure can be detrimental, since the creative process consists of the flow of ideas at a subcognitive level. The second objective of our experiment was to determine if the titles generated by the con- trolled use of these heuristics were more crea- tive than those produced via their spontaneous use. METHOD Participants and design Thirty undergraduate students at Santa Fe Catholic University participated in the experi- ence for course credits. They were randomly assigned to one of the two groups of the ex- periment. The independent variable was the kind of training that they received (training in the heuristics of extension and reinstantiation of CMs, and no training). The dependent vari- able was the creativity of the titles that they produced. Procedure and materials The procedure was divided into three phases: training, practice and application. Training. After receiving a definition of the concept of metaphor, participants in the experimental group were presented with the main ideas of CM theory: The concept of sys- tems of MEs, the concept of CM, the idea that only some of the base elements are mapped onto the target domain, and the schematic character of the base domains. Then, the above-mentioned heuristics for generating novel MEs were explained and exemplified. Subsequently, participants performed two train- ing tasks where they had to identify MEs and point out the CM from which they were de- rived. Correct answers were provided. These tasks lasted approximately 60 min. After a break, participants were given four events (e.g., Peter and Mary's marriage does not make any progress) and were asked to generate four novel MEs for each one of them. This training session lasted 90 min. Two of those MEs had to be generated using the reinstantiation heu- ristic and two using the extension heuristic. The CMs were given by the experimenter (e.g., LOVE IS A JOURNEY) along with three examples of conventional MEs for each CM. The necessary steps to apply the heuristics were presented in flowcharts that participants could consult at any moment. Although the training sessions were carried out in groups of three, participants worked individually. After completion of each task, the trainer provided feedback on the comprehension and use of the heuristics. The CMs used for this training session were different from the ones used in the first exercise and different from the ones used in subsequent phases. During the second day participants were trained in looking for CMs for target domains. Participants had to come up with at least 20 expressions about four topics (e.g., comprehension), point out those considered as metaphorical and identify its corresponding CM (in case there was one). As before, this was done in groups of three
  • 5. Minervino, LĂłpez Pell, Oberholzer and Trench 334 participants working individually. They re- ceived feedback about their comprehension of the concepts involved (i.e., CM, ME, etc.) and their performance. Participants in the control group received theoretical instruction and training about some creativity techniques to write short stories (none of those techniques stimulated or instructed about the use of meta- phorical language or other verbal mechanisms that could be used to generate titles for essays). The way in which the training sessions were implemented and the time and distribution along the three days was exactly the same as in the experimental group. Practice. When the training was com- pleted, participants in both groups received, after a break, four entitling practice tasks. For each one of these tasks they read an abstract describing the salient aspects of a psychology essay written by an undergraduate student, and they had 10 min to generate as many titles as possible. Participants in both groups were asked to generate “creative titles”. However, participants in the experimental group were also asked to “use the heuristics of extension and reinstantiation of CMs”. The titles had to be 10 words maximum. They were told the aspect of the text that should be highlighted by the title. In two of the tasks, participants in the experimental group were presented with the CMs out of which they should derive the me- taphorical titles. In the other two tasks they had to identify the CM themselves, analyzing conventional MEs about the target domain. At the beginning of the third day, participants in both groups completed a multiple choice test on the instruction they had received during the first two days. The goal of this test was to discard from the analysis those participants who had not comprehended the concepts taught during the instruction. Since all the participants correctly answered more than 90% of the test, none of them was discarded from further analysis. Application. Participants were presented with three titling tasks having the same struc- ture as the ones presented in the practice ses- sions. Participants did not receive the CMs in any of the three tasks, that is, they had to iden- tify them by their own means. The order of presentation of the three tasks was counterbal- anced. Data analysis Two psychologists who knew in detail Lakoff and Johnson's theory and were well aware of the dominant CMs of our culture— but did not know the purpose of the experi- ment—served as independent judges. They were instructed to classify the titles as follows: 1) literal titles (e.g., Cognitive therapists were better), 2) metaphorical titles not derived from a CM (e.g., Cognitive therapists robbed psy- choanalysts), 3) conventional metaphorical titles derived from a CM (e.g., Psychoanalysts gave up the battle−DISCUSSION IS WAR CM), and 4) novel metaphorical titles derived from a CM (e.g., Psychoanalysts pulled out the white flag−DISCUSSION IS WAR CM). They classified the titles independently and they agreed in 79% of the cases. The disagreements were resolved by open discussion. To score the creativity of the titles three judges (people with a degree in Literature) worked independently. They were not told in which conditions par- ticipants had generated the titles. They re- ceived the same abstracts of the essays that were given to students and the aspect that participants should highlight in the title. The instruction was to evaluate the creativity of the titles using as reference the production of the sample and not general parameters of creativ- ity (i.e., they were asked not to evaluate the titles comparing them to titles produced by experts). Thus, before starting the evaluation, they were presented with a sample of 20 ran- domly chosen titles to let them form an idea of the ability of the participants. To evaluate the creativity of the titles they used a 5 point Likert scale (1 = not creative, 5 = very crea- tive). The instruction received by the judges was as follows: “You have to establish the degree of creativity of each title, using your
  • 6. A Continuist Approach to Promoting Creativity: Generating Novel Metaphorical Expressions Through Varying Conceptual Metaphors 335 own subjective criteria of creativity”. The order of presentation of the titles was counter- balanced. The results of Cronbach alpha coef- ficient applied to the analysis of reliability between judges was 0.81. RESULTS AND DISCUSSION Our hypothesis was that, since partici- pants were novice in verbal creativity, the awareness and training on creativity heuristics would be beneficial. We then predicted that the titles generated using these heuristics would be more creative than those (metaphorical or not) generated through other mechanisms. Consid- ering each group separately, we analyzed if the novel metaphorical titles derived from a CM had been evaluated as more creative than those generated by other means. For the control group (see Figure 1), a one way ANOVA, with independent measures for the title type (literal, metaphorical titles not derived from a CM, conventional metaphorical titles derived from a CM, novel metaphorical titles derived from a CM) revealed a significant difference in the degree of creativity of the different types of titles, F(3) = 4.21, p < .001, MSE = .408. 2,40 2,60 2,80 3,00 3,20 3,40 3,60 3,80 1 2 3 4 Type of title Creativity Means Figure 1. Creativity for each type of titles in the control group (1: literal titles, 2: metaphorical titles not derived from a CM, 3: conventional metaphorical titles derived from a CM, 4: novel metaphorical titles derived from a CM) The mean creativity score for novel metaphorical titles derived from a CM (M = 3.28; DE = .59) was higher than that of literal titles (M = 2.74, DE = .66), t(126) = 3.44, p < .01; higher than that of metaphorical titles not derived from a CM (M = 2.89, DE = .61), t(47) = 2.28, p < .05; and higher than that of conven- tional metaphorical titles derived from a CM (M = 2.81, DE = .63), t(160) = 3.14, p < .01. In the experimental group (see Figure 2) a one way ANOVA showed a significant dif- ference in creativity among the different kinds of titles, F(3) = 18.19, p < .001, MSE = 0.481. The mean creativity score for the novel meta- phorical titles derived from a CM (M = 3.66; DE = .69) was higher than the mean score for the literal titles (M = 2.80, DE = .78), t(92) = 4.81, p < .001; and higher than the mean score for conventional metaphorical titles derived from a CM (M = 2.93, DE = 0.70), t(175) = 6.94, p < 0.001. However it was not signifi- cantly higher than the mean creativity score for metaphorical titles not derived from a CM (M = 3.17, DE = 0.41), t(78) = 1.72, p = 0.08 (although there was a trend). 2,40 2,60 2,80 3,00 3,20 3,40 3,60 3,80 1 2 3 4 Type of title Creativity Means Figure 2. Creativity for each type of titles in the experimental group (1: literal titles, 2: metaphori- cal titles not derived from a CM, 3: conventional metaphorical titles derived from a CM, 4: novel metaphorical titles de-rived from a CM) In general, the data showed that the titles generated through mechanisms of extension and reinstantiation of CMs were more creative than the titles generated by other mechanisms. Thus, we can conclude that when people are trained to generate novel verbal products via introducing variations on known cognitive structures (i.e., CMs), they can produce more
  • 7. Minervino, LĂłpez Pell, Oberholzer and Trench 336 creative outcomes than the ones that would have been generated via their own natural means. The manipulation of the independent variable consisted in making explicit the mechanisms of extension and reinstantiation of CMs, as well as in training those procedures. Therefore, we were interested in finding out if participants in the experimental group had used those heuristics in a greater proportion than participants in the control group. The results showed that the percentage of novel metaphorical titles derived from a CM was higher in the experimental group (36.45%) than in the control group (6.69%), χ2 (1, N = 502) = 68.44, p < .001. The training sessions, which lasted only three and a half hours, can be considered a successful intervention, that could be improved with more practice and feedback. The second goal of this study was to de- termine if the controlled use of the heuristics would result in titles that were more creative than those generated by the spontaneous (not trained) use of such mechanisms. We analyzed all the novel metaphorical titles derived from a CM, and compared those generated by the experimental group against those generated by participants in the control group. The titles generated by the experimental group (M = 3.66, SD = .69) were more creative than the titles generated by the control group (M = 3.28, SD = .59), t(92) = 2.22, p < .05. These results indicate that the metaphorical titles generated by participants who explicitly used the heuristics were more creative than those generated through an implicit use of those same mechanisms. As opposed to what has been proposed by authors such as Hofstadter (1985), our results seem to indicate that the conscious and controlled use of creativity mechanisms does not always have a negative effect on the generation of creative products. On the contrary, the data support the idea that the conscious and explicit use of those mecha- nisms can increase their creative power (Kar- miloff-Smith, 1990; Peterson, 2002). Hence, we can conclude that the training fostered not only a more frequent use of the mechanisms of extension and reinstantiation of CMs but also a better use of them. A long tradition in creativity research de- fends the idea that creative products are the outcome of extraordinary thought processes. Creativity techniques associated to this con- ception were often directed to break away from known solutions within a domain, in favor of alternative possibilities (cf. Weisberg, 1996, 2006). Since Newell and Simon (1972), several theorists have resisted the extraordi- nary processes theory of creativity (e.g., Per- kins, 1981; Weisberg, 2006), suggesting that creativity entails processes not different from those we use when solving everyday problems. Hofstadter (1985) and Weisberg (1996) ad- vanced the thesis that creativity consists in applying minimal, accumulative and reasoned variations on previous ideas. In this experi- ment we tested the effectiveness of an inter- vention designed to enhance creativity based on this continuist perspective. Participants in the experimental group were trained in the generation of novel MEs through applying minimal variations to highly standardized cognitive structures in our culture (i.e, CMs). Products generated via this strategy were judged as more creative than those generated through other mechanisms. Furthermore, the products generated via the controlled and ex- plicit use of this heuristic were judged as more creative than those arising from its spontane- ous use. The results obtained seem promising regarding the possibility of training creativity from the continuist approach. Future studies should attempt to extend this perspective to new tasks and domains. Regarding the rela- tionship between analogy and creativity, our results have shown that stretching pre- established analogies can be a useful means of generating creative verbal products. Further research would be needed to show the ade- quacy of this strategy for the generation of other kinds of products as well.
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