ArticlePublisher preview available

Relationship between what is remembered and creative problem solving in science learning

Authors:
To read the full-text of this research, you can request a copy directly from the authors.

Abstract

In 2 experiments, Ss read a scientific passage explaining how to use a 35mm camera and then took a series of recall and problem-solving tests. In Exp I (26 college students), Ss who performed well on creative use of the presented information tended to recall only one type of information better than poor problem solvers—explanations of the mechanisms underlying camera use. In Exp II (45 college students), half of the Ss read a text that emphasized and was organized around explanation of mechanisms, while the other half received the same basic descriptions and facts organized in the traditional way. The groups performed similarly on recall of basic information and straightforward application of the information, but the explanation-of-mechanisms group excelled on a test of creative problem solving. Results suggest that it is possible to isolate structural characteristics of science text that are related to creative use of the presented information. (21 ref) (PsycINFO Database Record (c) 2012 APA, all rights reserved)
Journal
of
Educational
Psychology
1981,
Vol.
73, No. 4,
451-461
Copyright
1981
by the
American
Psychological
Association,
Inc.
0022-0f)63/81/7304-0461$00.75
Relationship Between What
Is
Remembered
and
Creative
Problem-Solving
Performance
in
Science Learning
Bruce
K.
Bromage
and
Richard
E.
Mayer
University
of
California,
Santa
Barbara
In
two
experiments,
subjects
read
a
scientific
passage
explaining
how to use a
35mm
camera
and
then
took
a
series
of
recall
and
problem
solving
tests.
In
Experiment
1,
subjects
who
performed
well
on
creative
use of the
presented
information
tended
to
recall
only
one
type
of
information
better than
poor
problem
solvers—explanations
of the
mechanisms
underlying
camera
use.
In
Experiment
2,
half
of the
subjects read
a
text
that
emphasized
and was
orga-
nized
around
explanation
of
mechanisms,
whereas
the
other
half
of the
subjects
received
the
same
basic
descriptions
and
facts
organized
in the
tradi-
tional
way.
The
groups
performed
similarly
on
recall
of
basic
information
and
straightforward
application
of the
information,
but the
explanation-of-mecha-
nisms
group
excelled
on a
test
of
creative
problem
solving.
Results
suggest
that
it is
possible
to
isolate structural characteristics
of
science text
that
are
related
to
creative
use of the
presented
information.
Some people
can
read
a
scientific pas-
sage
and
then
use the
information creatively
to
solve problems, whereas
other
people
can
read
the
same
text
and
retain much
of the
information
but
cannot solve problems.
This
article addresses
two
issues concerning
the
relation between learning
and
creative
problem solving
in
science.
First,
the
question
of
what good problem solvers pick
up
from
text
that
poor problem solvers seem
to
miss
is
addressed.
Then,
an
experiment
is
described
that
explicitly
attempted
to
emphasize
the
type
of
information
that
good
problem solvers acquired
to see if
this
in-
structional intervention could enhance
problem-solving
performance.
Description
and
Explanation
Historians
of
science (Bronowski, 1978;
Cohen, 1960; Kearney, 1971; Westfall, 1977)
have suggested
a
distinction between
two
stages
in the
historical development
of
sci-
entific
knowledge:
(a)
description
of
rela-
tionships
among observable variables
that
This research
was
supported
by
Grant
SED-80-14950
from
the
National Science Foundation Program
in
Research
in
Science Education.
Bruce
K.
Bromage
is now at
Bell
Laboratories,
6
Corporate
Place, Piscataway,
New
Jersey 08854.
Requests
for
reprints should
be
sent
to
Richard
E.
Mayer,
Department
of
Psychology,
University
of
Cali-
fornia,
Santa Barbara,
California
93106.
may
be
stated
as
rules
or
quantitative
laws,
and (b)
explanation
of
mechanisms under-
lying
the
rules
that
serve
to tie
many
of the
individual laws
together.1
For
example,
in
physics, Copernicus
and
others
established
many useful descriptions
of the
motion
of
objects
in the
universe,
but
Newton
is
cred-
ited
with developing
a
conception
of the
underlying mechanisms
that
tie all the de-
scriptive rules
together.
Thus,
the
power
of
explanations
in
science
is
that
they allow
one
to go
beyond
the
established facts
and to
make
new
predictions
in new
domains.
In
short,
they
allow
for
creative problem
solving.
What
is
true
for the
historical
growth
of
scientific
knowledge
may
also
be
true
in
1
For
example,
Westfall
(1977)
distinguishes between
the
"Pythagorean tradition"
and
"mechanical philos-
ophy."
The
former
is
based
on the
idea
that
"the cos-
mos was
constructed according
to the
principles
of
mathematical
order"
and the
goal
of
science
is "an
exact
mathematical
description"
(p. 1) of the
universe.
The
latter
is
concerned
with
"causation
of
individual phe-
nomena"
and is
based
on the
idea
that
"natural phe-
nomena
are
caused
by
invisible
mechanisms entirely
similar
to the
mechanisms
in
everyday
life."
(p. 1)
Kearney
(1971)
refers
to
these viewpoints
as the
"mysterious"
and the
"machine" approaches, respec-
tively. Bronowski (1978)
distinguishes
between
the
"idea
of
order"
and the
"idea
of
causes." Cohen (1960)
argues
that
the
move
from
"old"
to
"new" physics
in-
volves
the
addition
of new
mechanisms such
as
inertia,
mutual
attraction,
and
others.
451
... Numerous scholars have shown that text and graphic cues such as titles, headings, white space, italics, previews, and summaries make important contributions to comprehension (e.g. Ausubel, 2000;Bromage & Mayer, 1981;Loman & Mayer, 1983;Maes, van Geel, & Cozijn, 2005;Mayer, 2005;Mayer & Moreno, 2003). In a classic study, Loman and Mayer (1983) devised two versions of a printed passage explaining "red tides," a phenomenon where warm, calm ocean waters lead to proliferation of dinoflagellates, microscopic animals that consume much of the oxygen in ocean waters and sometimes produce toxins harmful to plants, animals, and humans. ...
... A third, especially powerful tactic to help learners visualize complex phenomena, structures, and processes is that of analogies. Several lines of research have established the effectiveness of analogy as a way of linking established, familiar knowledge to new knowledge and supporting learners' problem-solving abilities (Ausubel, 2000;Bromage & Mayer, 1981;Mayer, 2005;Mayer & Moreno, 2003;Walsh-Thomas, 2016). Explanations of climate change science for lay stakeholders frequently employ analogies. ...
... In an experiment reported by Brommage and Mayer (1981) college students who were given verbal and pictorial analogies for learning the operation of a 35mm camera did not differ from the control group with respect to recall of facts but were superior with respect to both conceptual explanation and performance on a subsequent problem-solving task. Also studies by Gick andHolyoak (1980 and have shown the facilitating effect of analogies on problem solving, Figure 6. ...
... With multiple possible images to attend to at any given point, children need to use their limited working memory resources to process available options and determine where to look. Unfortunately, learners typically do not have sufficient background knowledge to appropriately focus on relevant over distracting information (Bromage & Mayer, 1981;de Koning et al., 2009). ...
Article
Full-text available
Preschoolers can learn vocabulary from educational videos, but children from low-income backgrounds often do not learn as effectively as their higher income peers. We investigated whether adding attention-directing cues to media (Study 1) and slowing the pacing of media (Study 2) supported vocabulary learning for preschoolers from low-income homes. We hypothesized that children would benefit from the reduced top-down processing demands in Study 1 (N = 80), and from the additional processing time in Study 2 (N = 70). Both studies utilized counterbalanced within-subjects designs with each child participating in both the experimental (added cues or slowed pacing) and control condition. Results showed that children performed better on receptive vocabulary posttests when attention cues were added (Study 1) and when the pacing was slower (Study 2) compared with the controls, though effects sizes were small. There were no differences by condition for expressive vocabulary. In Study 2 (slower pacing), we measured visual attention to videos using eye-tracking to see if the slow pacing could sustain children’s attention to the video as effectively as the standard pacing. No differences in attention were observed between the slower and standard paced videos. However, attention predicted learning more strongly in the standard paced videos than the slower paced videos, suggesting that visual attention was less of a limiting factor for learning in the slower paced videos. Overall, findings suggest that reducing the cognitive load of educational media can be beneficial for vocabulary learning for children from low-income homes.
... 4. Regarding repetition, it is possible that subjects were induced to develop a kind of automatic perform ance on a wide range of stimuli (letters, words, syntactic structure, and concepts) associated with the text. The use of repetition as a training strategy could be a power ful tool for comprehension of expository texts with a technical scientific content (Bromage & Mayer, 1981). It may favor a reorganization or refocusing of the infor mation (Mayer, 1983), even in texts with a greater num ber of conceptual units. ...
Article
Increasing evidence suggests that specific memory systems (e.g., semantic vs. episodic) may support specific creative thought processes. However, there are a number of inconsistencies in the literature regarding the strength, direction, and influence of different memory (semantic, episodic, working, and short-term) and creativity (divergent and convergent thinking) types, as well as the influence of external factors (age, stimuli modality) on this purported relationship. In this meta-analysis, we examined 525 correlations from 79 published studies and unpublished datasets, representing data from 12,846 individual participants. We found a small but significant (r = .19) correlation between memory and creative cognition. Among semantic, episodic, working, and short-term memory, all correlations were significant, but semantic memory – particularly verbal fluency, the ability to strategically retrieve information from long-term memory – was found to drive this relationship. Further, working memory capacity was found to be more strongly related to convergent than divergent creative thinking. We also found that within visual creativity, the relationship with visual memory was greater than that of verbal memory, but within verbal creativity, the relationship with verbal memory was greater than that of visual memory. Finally, the memory-creativity correlation was larger for children compared to young adults despite no impact of age on the overall effect size. These results yield three key conclusions: (1) semantic memory supports both verbal and nonverbal creative thinking, (2) working memory supports convergent creative thinking, and (3) the cognitive control of memory is central to performance on creative thinking tasks.
Article
This paper explores five techniques for increasing the novice's understanding of scientific prose. Novices are defined as readers who have little or no prior experience with the subject matter in the passage. Understanding is defined in terms of the reader's ability to use information from the passage to solve transfer problems. The five techniques reviewed are: (1) organizing the passage around familiar principles, (2) using concrete advance organizers, (3) providing pre-training in prerequisite knowledge, (4) encouraging use of elaboration strategies, (5) inserting meaningful adjunct questions within the passage.
Article
This chapter reports on the development of a taxonomy of didactic problems used in problem-based learning (PBL) curricula. It distinguishes four categories of knowledge acquired by students in the course of their PBL training: explanatory, descriptive, procedural, and normative knowledge. In response to the need for students to acquire these kinds of knowledge relevant to their discipline, and because problems are the main instruments through which the learning process is directed in PBL curricula, teachers develop any of four types of problems: explanation problems, fact-finding problems, strategy problems, and moral dilemma resolution problems. The purpose of the taxonomy is to describe sufficiently and exhaustively the variety of problems found in PBL curricula. Thus, each of these kinds of problems matches one type of knowledge. A taxonomy such as this may help teachers to design appropriate problems for PBL, and it may guide students in their choice of learning strategy.
Chapter
In this chapter I will provide examples, taken from a variety of school learning tasks, in which the potential utility of pictorial strategies has been explored. Included in the discussion are not only examples of situations in which pictures have proven helpful, but also examples of situations in which either negligible or negative effects of pictures have emerged. Along the way, appropriate task analyses will permit reasonable accounts of the various outcomes obtained to date, as well as speculations about those that might be anticipated in the future. Special attention will be given to the language arts area and, in particular, to word recognition and prose comprehension. Throughout the chapter, use will be made of the distinctions among picture functions that I have recently proposed in the context of prose comprehension (Levin, 1981b). These “functional” distinctions will prove helpful in understanding exactly what the addition of pictures to a task may and may not be expected to accomplish.
Article
Cues to text structure have been proposed to operate a number of different levels and it has been suggested that lower-level factors (e.g., word decoding) are more critical to reader performance than are higher-level factors (e.g., paragraph and text structure). The current study involved presenting texts in their base form and with cues to coherence at two levels ― at the word and paragraph level ― removed. These manipulations were performed on technical texts at two levels of familiarity and were presented to technical readers. Tests of recall, recognition, and problem-solving revealed that while removal of cues to local coherence did produce reliable decrements in reader performance, more dramatic effects occurred when both types of cues were removed. Results are discussed in terms of their relevance to questions of information design
Article
Full-text available
In 2 experiments, 108 undergraduates read a text concerning a new computer programming language, with an advance organizer given either before or after reading. On a subsequent recall test, there were different patterns of performance. The "before" group scored high on recall of conceptual idea units, produced more appropriate intrusions, and made more novel inferences; the "after" group scored higher on recall of technical idea units and produced more inappropriate intrusions, connectives, and vague summaries. Results support the idea that the locus of the effect was at encoding rather than retrieval and favor an assimilation encoding theory. (31 ref) (PsycINFO Database Record (c) 2012 APA, all rights reserved)
Article
Full-text available
Conducted 2 experiments employing approximately 750 introductory physics students who were trained in a learning skill useful in quantitative sciences. Specifically, they were taught a skill for acquiring from a text description of a quantitative relation (e.g., definition or law) a generally specified set of abilities which are prerequisite to applying relations in problem solving. (These abilities include, for example, interpreting without confusion the symbols in the relation and identifying those situations to which the relation applies.) To develop this learning skill, Ss studied various physics relations, each described by a text section accompanied by systematic questions which required demonstrating the specified abilities necessary for applying this relation. Such training significantly enhanced Ss' acquisition of these abilities from a subsequently presented text description of new relations. (PsycINFO Database Record (c) 2012 APA, all rights reserved)
Article
Full-text available
Five groups of a total of 80 undergraduates received 5 different initial passages which could be characterized as abstract with illustrations, abstract with analogies, concrete, unembellished abstract, or a control passage. The 1st 4 passages were concerned with heat flow or electrical conductivity, while the control passage was concerned with an unrelated topic. The groups then received an abstract 2nd passage concerned with a topic different from the initial passage (e.g., electrical conductivity given initial heat flow). Results support the prediction, based on assumptions about knowledge structures, that the 1st 3 groups above would recall significantly more from the 2nd passage than would the latter 2 groups. (PsycINFO Database Record (c) 2012 APA, all rights reserved)
Article
Full-text available
4 experiments examined effects of a total of 224 college students' aptitudes, preinstructional experience, method of instruction, and differences among posttest items. Instruction that emphasized meanings of concepts led to better performance on posttest items requiring understanding, but Ss with emphasis on computation performed better on simple problems. Ss with higher measured aptitudes directly relevant to instruction or given relevant preinstructional experience had more success in meaningful instruction than did Ss with lower aptitude scores, but little or no aptitude difference was found for instruction emphasizing algorithms. 2 kinds of operations were distinguished-identifying relevant information in the problem situation and carrying out computations. The former appears more closely related to conceptual understanding, the latter to computational skill. (PsycINFO Database Record (c) 2012 APA, all rights reserved)
Article
Full-text available
The purpose of the research was to test the prediction that nonspecific facilitated learning of a second prose passage occurs in the situation in which an initial passage read by the subjects contained concrete referents designed to increase the comprehension of a difficult to understand second passage. Two hundred forty subjects distributed equally in 12 groups read either two successive experimental passages or a control passage followed by an experimental passage and then recalled all of the information they could from the second passage. The results offered substantial support for the prediction and contain implications for enhancing the learning of educational materials. (PsycINFO Database Record (c) 2012 APA, all rights reserved)
Article
Forty-four published research studies involving advance organizers were reviewed. Twenty-seven studies included an advance organizer vs. a control group (standard advance organizer study) and 17 studies included an advance organizer vs. a post organizer group (modified advance organizer study). Results of the studies were compared to the predictions of several theories. In addition, four specific predictions of assimilation theory were evaluated: that advance organizers should have a stronger effect for poorly organized text than for well organized text, that advance organizers should have a stronger positive effect for learners lacking prerequisite knowledge, that advance organizers should have a stronger effect for learners lacking prerequisite abilities, and that advance organizers should have an especially strong effect on measures of transfer rather than retention.
Article
The effects of structure and content variables on memory and comprehension of prose passages were studied in two experiments. The experimental passages exemplify a class of simple narrative stories that is described by a generative grammar of plot structures. A comprehension model is proposed that assumes a hierarchical organizational framework of stories in memory, determined by the grammar, representing the abstract structural components of the plot. The quality and characteristics of subjects' memory for stories were tested on a variety of experimental tasks in which story organization was manipulated. Comprehensibility and recall were found to be a function of the amount of inherent plot structure in the story, independent of passage content. Recall probability of individual facts from passages depended on the structural centrality of the facts: Subjects tended to recall facts corresponding to high-level organizational story elements rather than lower-level details. In addition, story summarizations from memory tended to emphasize general structural characteristics rather than specific content. For successively presented stories, both structure and content manipulations influenced recall. Furthermore, repeating story structure across two passages produced facilitation in recall of the second passage, while repeating story content produced proactive interference. The implications for a model of memory for narrative discourse are discussed.