Analogical problem solving
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Written from the paper’s full text.
TL;DR
Across five experiments, people could use a story analogy from a distant military domain to solve Duncker’s radiation problem, especially when given a hint to use the story. Without such a hint, spontaneous noticing and transfer dropped sharply, even though the analogy was often retrievable and usable once prompted.
Key findings
- In Experiment I, all 10 subjects given the Attack-Dispersion story produced the dispersion solution, versus 0 of 10 controls; the Open Supply Route story raised open-passage proposals to 70% versus 20% in other conditions, and the Tunnel story raised operation proposals to 80% versus 43% elsewhere.
- In Experiment II, the Attack story produced 76% total dispersion solutions (57% complete, 19% partial), the Parade story produced 49% (31% complete, 18% partial), and controls produced 8%; the less analogous Parade problem statement reduced transfer. Effective analogies also narrowed search: non-dispersion proposals averaged 1.17 for Attack, 1.40 for Parade, and 2.12 for controls, while healthy-tissue-protection alternatives appeared for 2% of Attack, 16% of Parade, and 28% of control subjects.
- In Experiment III, 22 of 45 subjects (49%) generated the military dispersion solution; 9 of those 22 (41%) then produced a radiation dispersion solution, compared with 3 of the remaining 23 (13%). This 41% was lower than the 76% obtained in Experiment II when the solution was supplied by the experimenter.
- In Experiment IV, 11 of 12 hinted subjects (92%) produced the complete dispersion solution, but only 3 of 15 no-hint subjects (20%) did so, and probably only 1 noticed the analogy spontaneously. In Experiment V, 43% produced the solution before a hint and 76% eventually did; the incubation-control condition produced it for only 1 of 10 subjects (10%), and that subject did so before seeing the story.
Methods
- Five experiments used Duncker’s radiation problem as the target and military stories as analogies. Experiment I used oral protocols with 40 undergraduates, 10 per condition, comparing three story types against a no-story control with experimenter prompts. Experiment II used a noninteractive booklet with 143 undergraduates assigned to Attack, Parade, or control. Experiment III had 46 students first solve the military problem and then the radiation problem. Experiment IV had 27 paid subjects memorize the critical story among two distractor stories and then solve the radiation problem with or without a hint. Experiment V had 47 paid subjects in Story First, Story Second, or Incubation Control conditions.
- Main analyses scored solution types by independent scorers, used G² tests for condition comparisons, and supplemented these with protocol excerpts, helpfulness/creativity/practicality ratings, and recall scoring in Experiment IV.
Limitations
- Stated by the authors: the study used only one target problem and a limited set of story analogies, so generalization is cautious; it remains unclear whether similar results would hold for more computational or multi-step problems; more work is needed on spatial representation, noticing, memory access, and mapping; post-hoc questionnaires may reflect hindsight; protocol analysis has obvious limits; and Experiment III was correlational, though additional evidence suggested a causal influence.
- Evident from the text, not framed as author limitations: samples were undergraduates or paid subject-pool participants, several conditions had small numbers (e.g., 12 hinted and 15 no-hint subjects in Experiment IV; 10 incubation-control subjects in Experiment V), and Experiment I involved substantial experimenter prompting and feedback.
Model-written summary. Check it against the paper before relying on it.
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Claims the paper makes
0 of 21 cited sources checked · 0 supported · 0 flagged
- Findingown data
Without a hint to consider the story, the frequency of analogous solutions fell markedly.
“However, when no hint to consider the story was given, frequency of analogous solutions decreased markedly.”
Quote in the paperSubstantial claim - Findingown data
Across all experiments, participants who first read a military story and its solution and were given a hint to use it tended to produce solutions to Duncker's radiation problem that paralleled the story solution.
“In all experiments subjects who first read a story about a military problem and its solution tended to generate analogous solutions to a medical problem (Duncker's “radiation problem”), provided they were given a hint to use the story to help solve the problem.”
Quote in the paperSubstantial claim - Findingown data
Participants could retrieve the story from memory and use it to generate an analogous solution even when the critical story had been memorized alongside two distractor stories (Experiment IV).
“Subjects were able to retrieve the story from memory and use it to generate an analogous solution, even when the critical story had been memorized in the context of two distractor stories (Experiment IV).”
Quote in the paperSubstantial claim - Findingown data
The rate of transfer dropped when the military story's problem was substantially disanalogous to the radiation problem, even though the story's solution matched an effective radiation solution (Experiment II).
“Transfer frequency was reduced when the problem presented in the military story was substantially disanalogous to the radiation problem, even though the solution illustrated in the story corresponded to an effective radiation solution (Experiment II).”
Quote in the paperSubstantial claim - Findingown data
In Experiment III, participants tended to produce analogous solutions to the radiation problem after they had provided their own solutions to the military problem.
“Subjects in Experiment III tended to generate analogous solutions to the radiation problem after providing their own solutions to the military problem.”
Quote in the paperSubstantial claim
- Findingown data
In Experiment III, 22 of 45 subjects (49%) produced the gist of the dispersion solution to the military problem: dividing troops into small groups and sending them down different roads.
“However, 22 of the 45 subjects (49%) produced the gist of the dispersion solution: the general should divide the troops into small groups and send them down different roads.”
Quote in the paperSubstantial claim - Findingown data
The 41% rate of radiation dispersion solutions after a self-generated military dispersion solution was significantly higher than the 8% control rate from Experiment II.
“The value of 41% is significantly higher than the 8% of subjects who produced the dispersion solution to the radiation problem without any prior story problem (Control condition of Experiment II), G2(1) = 10.4,p < .Ol.”
Quote in the paperSubstantial claim - Findingown data
Newman-Keuls tests showed that only the difference between the Tunnel and Attack-Dispersion conditions in number of nonanalogous solutions was significant.
“Newman-Keuls tests revealed that only the difference between the Tunnel and Attack-Dispersion conditions was significant (p < .Ol).”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
- Findingown data
In Experiment IV's Hint condition, 11 of 12 subjects (92%) produced the complete dispersion solution.
“For the Hint condition, 11 out of 12 subjects (92%) produced the complete dispersion solution.”
Quote in the paperSubstantial claim - Findingown data
The protocols of 2 of the 3 prompted Attack-Dispersion subjects suggested use of a solution-focusing strategy.
“The protocols of 2 of the 3 prompted subjects suggested use of a solution-focusing strategy.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Findingown data
In Experiment III, no effect of the quality of the military dispersion solution on later transfer to the radiation problem was found.
“However, since 4 of these 10 subjects succeeded in generating the radiation dispersion solution, we were unable to find any effect of quality of the military dispersion solution on subsequent transfer to the radiation problem.”
Quote in the paperSubstantial claim - Findingown data
Two other unprompted subjects spontaneously mentioned correspondences between the story and the radiation problem.
“However, two other unprompted subjects did spontaneously mention correspondences between the problems.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Findingown data
In the rating task, the ratings of how likely each story was to prompt each proposed radiation solution differed significantly depending on which story subjects had read.
“The proposal ratings differed greatly depending on which story subjects had read, F(10,240) = 8.84, p < .OOl.”
Quote in the paperSubstantial claim- Rests on an assumption: The independent rating task subjects' likelihood ratings are a valid proxy for the story analogies' actual effectiveness in Experiment I.
- Findingown data
In Experiment I, two subjects in the Tunnel condition produced the relatively rare dispersion solution.
“two subjects in the Tunnel condition actually did produce the relatively rare dispersion solution.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Findingown data
In the Attack-Dispersion condition, creativity ratings did not differ significantly between the dispersion solution and other proposals.
“However, the creativity ratings did not differ significantly between the dispersion solution and other proposals (3.43 versus 3.64), F < 1.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Findingown data
In Experiment III, dispersion solutions were produced significantly more often than in the control condition of Experiment II, regardless of whether a parallel military solution was produced.
“First, dispersion solutions were produced significantly more frequently in Experiment III (regardless of whether a parallel solution was produced for the military problem) than in the con-trol condition of Experiment II.”
Quote in the paperSubstantial claim - Findingown data
Both Tunnel-condition subjects who produced the dispersion solution also spontaneously suggested that the general might have sent his army down multiple roads.
“both of these subjects also spontaneously suggested that the general might have sent his army down multiple roads.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Findingown data
For the Attack-Dispersion story, subjects rated the dispersion solution as more likely to be prompted than any other proposed solution.
“Attack-Dispersion story, subjects gave higher ratings to the dispersion solution than to any other (p < .Ol).”
Quote in the paperNot a substantial claim- Rests on an assumption: The independent rating task subjects' likelihood ratings are a valid proxy for the story analogies' actual effectiveness in Experiment I.
- Findingown data
In Experiment II, subjects in the Parade condition produced more alternative solutions of the type that decreases healthy-tissue sensitivity than did subjects in the Attack condition.
“Subjects in the Parade condition produced more solutions of this type than did subjects in the Attack condition, G2(1) = 5.78, p < .02.”
Quote in the paperSubstantial claim - Findingown data
The Parade and Attack stories did not produce significantly different ratings as prompts for radiation solutions.
“While there was a slight trend for the Attack story to be rated higher than the Parade story as a prompt for the dispersion solution, the two stories did not produce significantly different ratings, either as a main effect, F < 1, or as an interaction, F(.5,160) = 1.32, p > .25.”
Quote in the paperSubstantial claim - Findingown data
In Experiment I, the frequency of each of the three analogous solution types was highest in the condition that received the corresponding story analogy.
“The frequency of each solution was highest for subjects who received the relevant story analogy, i.e., the dispersion solution was most frequent for the Attack-Dispersion condition, the open passage solution was most frequent for the Open Supply Route condition, and operation solutions were most frequent for the Tunnel condition.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
- Findingown data
In Experiment III, 10 of the 22 self-generated military dispersion solutions either lacked a clear expression of simultaneity or added an element of delay.
“Of the 22 self-generated dispersion solutions, 10 either lacked a clear expression of simultaneity or added the element of delay.”
Quote in the paperSubstantial claim - Findingown data
In Experiment II, the Attack story prompted more complete dispersion solutions than the Parade story.
“The Attack story also prompted more complete dispersion solutions than did the Parade story.”
Quote in the paperSubstantial claim - Findingown data
In Experiment II, the two story conditions combined yielded significantly more dispersion solutions than the control condition.
“while the two story conditions together produced significantly more dis- persion solutions than did the control condition, GZ(l) = 45.5, p < .OOl.”
Quote in the paperSubstantial claim - Findingown data
The 41% radiation dispersion rate based on a self-generated military dispersion solution was significantly lower than the 76% rate produced by subjects given an experimenter-written military dispersion solution in Experiment II.
“The value of 41% radiation dispersion solutions, based on a self-generated military dispersion solution, is significantly less than the 76% radiation dispersion solutions produced by subjects given a military dispersion solution written by the experimenter (Attack-Dispersion condition of Experiment II), G2(1) = 8.25, p < .Ol.”
Quote in the paperSubstantial claim - Findingown data
In Experiment IV's No Hint condition, 12 of 15 subjects said it had not occurred to them to use the stories.
“In response to the questionnaire, 12 of the 15 No Hint subjects indicated that it had not occurred to them to use the stories.”
Quote in the paperSubstantial claim - Findingown data
Subjects' ratings essentially confirmed the validity of the experimenters' analysis of the analogous relationships between the military and radiation solutions.
“initially based on the experimenters' intuitions, we will see below that subjects' ratings essentially confirm the validity of this analysis.”
Quote in the paperNot a substantial claim - Findingown data
In Experiment II, the rating patterns did not differ reliably between the Attack and Parade conditions.
“There were no reliable differences between the rating patterns produced by subjects in the Attack versus Parade conditions.”
Quote in the paperNot a substantial claim - Findingown data
In Experiment II, the Attack story yielded significantly more dispersion solutions than the Parade story.
“The Attack story produced significantly more dispersion solutions than did the Parade story, G2(2) = 7.70, p < .Ol”
Quote in the paperSubstantial claim - Findingown data
In Experiment III, all self-generated military dispersion solutions expressed the basic idea of sending small groups down multiple roads.
“All of the self-generated dispersion solutions expressed the basic idea of sending small groups down multiple roads.”
Quote in the paperNot a substantial claim - Findingown data
Of the 15 independent subjects who chose the dispersion solution as more practical, 11 mentioned preventing rays from destroying the tissue lining the esophagus when justifying their choice.
“When asked to justify their decision, 11 of these 15 mentioned the problem of preventing the rays from destroying the tissue lining the esophagus.”
Quote in the paperNot a substantial claim - Findingown data
Many subjects in the experiments mentioned the importance of the story phrase about roads radiating outward like spokes on a wheel.
“Numerous subjects in our experiments commented on the importance of the reference in the story to roads radiating outward “like spokes on a wheel.””
Quote in the paperNot a substantial claim - Findingown data
Experiments I and II revealed wide variation in how much mapping is needed to produce an analogous solution.
“The results of Experiments I and II indicated that there is considerable variation in the degree of mapping required to generate an analogous solution.”
Quote in the paperSubstantial claim - Findingown data
In contrast to Maier's findings, most subjects in the relevant conditions of Experiments IV and V who gave the dispersion solution reported using the story.
“In apparent contrast to Maier's results, most subjects in these conditions who generated the dispersion solution reported using the story to do so.”
Quote in the paperSubstantial claim - Findingown data
In Experiment II, the Parade story was less effective than the more fully analogous Attack story at eliciting the dispersion solution.
“Second, the Parade story was not as effective as the more completely analogous Attack story in prompting the dispersion solution.”
Quote in the paperSubstantial claim - Findingown data
The spontaneous-noticing problem also occurred for stories that had already been encoded into memory.
“Also, the problem of spontaneous noticing was not limited to stories previously encoded into memory.”
Quote in the paperSubstantial claim - Findingnone given
In Experiment III, transfer of the analogous solution was somewhat less likely when subjects solved the first problem themselves.
“except in Experiment III, in which the probability of transfering the analogous solution was somewhat reduced when subjects solved the first problem themselves”
Quote in the paperNot a substantial claim - Findingown data
In Experiment II, subjects who received the Parade story were far more likely to give dispersion solutions than control subjects.
“First, subjects in the Parade condition were much more likely to generate dispersion solutions than were control subjects.”
Quote in the paperSubstantial claim - Findingown data
In Experiment II, the Parade story, which was only partly analogous to the radiation problem, yielded an intermediate rate of dispersion solutions.
“the intermediate frequency of dispersion solutions produced in Experiment II by the Parade story, which was only partially analogous to the radiation problem”
Quote in the paperSubstantial claim - Findingown data
In Experiment V, there was no evidence that presenting the problem before the story analogy increased the probability that subjects would notice or use the analogy.
“There was no evidence that the manipulation of presenting the problem prior to the story analogy (Story Second condition) increased the probability that subjects would notice or use the analogy.”
Quote in the paperSubstantial claim - Findingown data
When subjects were not instructed to use the prior stories for the radiation problem, only a minority generated the analogous solution.
“When subjects were not told to try to use the prior stories to help solve the radiation problem, only a minority succeeded in generating the analogous solution.”
Quote in the paperSubstantial claim - Findingown data
In Experiment V's Story Second condition, many subjects did not notice the story's relevance even though they had read, memorized, and recalled it after starting the target problem.
“In the Story Second condition of Experiment V, many subjects failed to notice the relevance of the story even though they had to read, memorize, and recall it after beginning to work on the target problem.”
Quote in the paperSubstantial claim - Findingown data
In Experiment V, the trend toward more subjects generating the solution without a hint (43%) than in Experiment IV (20%) was not significant.
“Note that there was a trend toward a higher percentage of subjects generating the solution without a hint in Experiment V (43%), where no distractor stories were used, than in Experiment IV (20%), where two distractor stories were included in the recall task.However, this trend was not significant, G2(1) = 2.64, p = .lO.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The degree of analogy depends partly on the level of abstraction at which the analogy is defined.
“This example illustrates that degree of analogy in part depends on the level of abstraction at which the analogy is defined.”
Quote in the paperSubstantial claim - Interpretationreasoning
Fruitful analogies can rest on mapping relations between two highly disparate domains.
“As these examples suggest, fruitful analogies may be based on a mapping of relations between two very disparate domains.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The Attack-Dispersion story and the radiation problem share an abstract goal of overpowering an object located in a region that must be preserved.
“At a more abstract level, the story and the problem both involve the goal of overpowering an object located in a region that must be preserved.”
Quote in the paperSubstantial claim - Interpretationreasoning
After a few correspondences are detected, mapping can proceed top-down, guided by the expectation that previously mapped arguments will continue to play parallel roles.
“Once a few such correspondences have been detected, the mapping process may proceed in a more “top-down” manner, guided by expectations that previously mapped arguments will continue to play parallel roles.”
Quote in the paperNot a substantial claim - Premisecitation
Duncker found that the frequency of the dispersion solution increased when the term "particles" replaced "rays".
“In fact, Duncker found that the frequency of the dispersion solution increased when the term “particles” was substituted for “rays” (presumably because particles are more obviously divisible).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Duncker (1945) source
- Interpretationreasoning
In Experiment IV, no more than 3 subjects, and perhaps only 1, actually noticed the critical analogy without an experimenter hint.
“It therefore seems that no more than 3 subjects, and perhaps only 1, actually noticed the critical analogy without a hint from the experimenter.”
Quote in the paperSubstantial claim- Rests on an assumption: Subjects' post-hoc ratings of story helpfulness accurately reflect their solution processes.
- Rests on an assumption: Subjects' reports about whether they used the story accurately reflect their actual use of the story.
- Interpretationreasoning
It is likely that subjects did not perceive their dispersion solutions as especially creative because they were aware of using the prior story to generate an analogous solution.
“It seems likely that subjects did not perceive their dispersion solutions as especially creative because they were aware of using the prior story to generate an analogous solution.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Premisecitation
Duncker's subjects gave the open passage solution relatively frequently: 29% versus 5% for the dispersion solution.
“This solution was generated relatively frequently by the subjects tested by Duncker (29% gave the open passage solution as opposed to only 5% who gave the dispersion solution).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Duncker (1945) source
- Interpretationown data
Self-generated solutions to the military problem had a causal influence on generation of the radiation dispersion solution.
“However, additional evidence suggests that self-generated solutions to the military problem had a causal influence on generation of the radiation dispersion solution.”
Quote in the paperSubstantial claim- Rests on an assumption: Subjects' post-hoc ratings of story helpfulness accurately reflect their solution processes.
- Premisecitation
Many of Duncker's subjects (40%) spontaneously suggested operation or tube solutions.
“Many of Duncker's subjects (40%) spontaneously suggested such solutions.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Duncker (1945) source
- Interpretationreasoning
Only the setting information and the constraint against sending the full army down one route remain analogous between the Parade story and the radiation problem.
“Only the setting information and the constraint against sending the full army down one route remain analogous to features of the radiation problem.”
Quote in the paperSubstantial claim - Interpretationown data
The overlap in ratings for solutions analogous to the Open Supply Route and Tunnel stories reflects the observed solution-frequency trends in Experiment I.
“The overlap in the ratings for the solutions analogous to the Open Supply Route and Tunnel stories (proposals 2, 3, and 4) also reflects trends in the observed solution frequencies (see Table 3).”
Quote in the paperNot a substantial claim- Rests on an assumption: The independent rating task subjects' likelihood ratings are a valid proxy for the story analogies' actual effectiveness in Experiment I.
- Interpretationreasoning
In the Open Supply Route story, the analogous radiation solution is to send high-intensity rays through the esophagus or another open passage to the stomach.
“An analogous radiation solution is to direct high-intensity rays down the esophagus (or some other open passage, such as the intestines) to the stomach.”
Quote in the paperSubstantial claim - Interpretationreasoning
Accumulation solutions to the radiation problem are ineffective because spreading ray treatments over time does not overcome the equal effects of rays on tumor and healthy tissue.
“Simply distributing ray treatments over time will not overcome the basic problem that the rays will have equal effects on both the tumor and the healthy tissue.”
Quote in the paperSubstantial claim - Interpretationown data
Despite differences in their problem statements, the two stories suggest essentially the same solution to the radiation problem.
“These rating results thus confirm that the two stories, despite the differences in their problem statements, suggest essentially the same solution to the radiation problem.”
Quote in the paperSubstantial claim - Interpretationown data
Subjects can readily use story analogies to guide their attempts to solve the radiation problem even without experimenter feedback.
“First, subjects can readily use story analogies to guide their attempts to solve the radiation problem, even without feedback from the experimenter.”
Quote in the paperSubstantial claim - Interpretationown data
The results demonstrate that story analogies can play a major role in directing the problem-solving process.
“The results discussed so far demonstrate that story analogies can play a major role in directing the problem-solving process.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
- Interpretationcitation
A basic obstacle to generating the dispersion solution is that people do not spontaneously think of rays as divisible.
“A basic difftculty that appears to block generation of this solution is that people do not spontaneously think of rays as having the property of “divisibility.””
Quote in the paperSubstantial claim - Interpretationown data
The more effectively a story analogy prompts the analogous solution, the more it suppresses alternative, disanalogous proposals.
“This result is a significant replication of a trend obtained in Experiment I: the more effective the story analogy is in prompting the analogous solution, the more it inhibits production of .alternative,disanalogous proposals.”
Quote in the paperSubstantial claim - Interpretationown data
Subjects in the rating task were highly sensitive to factors that actually influenced the effectiveness of the story analogies in Experiment I.
“it seems clear that subjects in the rating task were highly sensitive to factors that actually influenced the effectiveness of the story analogies in Experiment I.”
Quote in the paperSubstantial claim- Rests on an assumption: The independent rating task subjects' likelihood ratings are a valid proxy for the story analogies' actual effectiveness in Experiment I.
- Interpretationown data
The protocols of all three subjects in the Open Supply Route and Tunnel conditions who produced the dispersion solution suggested that it was triggered by the idea of multiple converging routes.
“In addition, the protocols of all three subjects in the Open Supply Route and Tunnel conditions who produced the dispersion solution suggested that it was triggered by the idea of multiple converging routes.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Interpretationown data
The rating-task result that the Attack-Dispersion story was rated highest as a prompt for the dispersion solution is consistent with that story being the most effective analogy in Experiment I.
“The fact that subjects gave the highest rating of all to the Attack-Dispersion story as a prompt for the dispersion solution is consistent with the fact that this story appeared to be the most effective analogy in Experiment I.”
Quote in the paperNot a substantial claim- Rests on an assumption: The independent rating task subjects' likelihood ratings are a valid proxy for the story analogies' actual effectiveness in Experiment I.
- Premisereasoning
The problem statements for all three military stories contain all enabling conditions needed to generate the dispersion solution.
“First, note that the problem statements for all three stories contain all the enabling conditions (see Fig. 1) for generating the dispersion solution (e.g., the central location of the fortress, the roads radiating outward, the fact that small groups can travel on the roads).”
Quote in the paperSubstantial claim - Interpretationreasoning
For problem solving, the optimal level of abstraction for representing an analogy may be the one that maximizes correspondence between the two relational systems.
“This observation suggests that for use in solving a problem the optimal level of abstraction for representing an analogy may be that which maximizes the degree of correspondence between the two relational systems.”
Quote in the paperSubstantial claim- The authors state this as an assumption: There is an optimal level of abstraction at which analogical relations may be represented to effectively guide the solution process.
- Interpretationown data
The trends toward fewer alternative proposals in the Attack-Dispersion and Open Supply Route conditions than in the control condition suggest the possibility of a set effect.
“The trends toward fewer alternative proposals in the Attack-Dispersion and Open Supply Route conditions, compared to the control condition, at least suggest the possibility of some kind of set effect.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
- Interpretationreasoning
The mapping process subjects can perform to use the Parade story to generate the radiation dispersion solution will be limited by the lack of correspondence between the problem statements for the story and the target problem.
“Accordingly, the mapping process subjects can perform in order to use the Parade story to generate the radiation dispersion solution will be limited by the lack of correspondence between the problem statements for the story and the target problem.”
Quote in the paperSubstantial claim - Interpretationcitation
The high recall of setting information causally related to the solution is consistent with the problem-based model of story recall proposed by Black and Bower.
“This high level of recall obtained for setting information causally related to the solution is consistent with the problem-based model of story recall proposed by Black and Bower (in press).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Black and Bower (in press)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Hayes and Simon (1977) found positive transfer between isomorphic versions of the Tower of Hanoi puzzle, another computational problem.
“For example, Hayes and Simon (1977) have demonstrated positive transfer between isomorphic versions of the Tower of Hanoi puzzle, another computational problem.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hayes and Simon (1977)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
A solution-focusing strategy may be enough to generate the parallel solution in such cases.
“In such cases it seems that a solution-focusing strategy may be sufficient to produce the parallel solution.”
Quote in the paperSubstantial claim - Interpretationown data
Because the one successful Incubation Control subject produced the target solution before receiving the story, there was no suggestion that merely taking a break from the problem was sufficient to stimulate discovery of the dispersion solution.
“Since the one successful subject in the latter group produced the target solution prior to receiving the story, there was not the slightest suggestion that simply taking a break from the problem was sufficient to stimulate discovery of the dispersion solution.”
Quote in the paperSubstantial claim - Interpretationown data
Experiments IV and V suggest that failing to spontaneously notice an analogy's relevance to the target problem may be a major obstacle to using it.
“The results of Experiments IV and V suggest that one of the major blocks to successful use of an analogy may be failure to spontaneously notice its pertinence to the target problem.”
Quote in the paperSubstantial claim - Interpretationreasoning
The observations suggest that similar mapping processes may underlie three interrelated activities: comparing instances, deriving a schema for a class of instances, and comparing an instance to a general schema.
“These observations suggest that similar mapping processes may be involved in three distinct but interrelated activities: (1) comparing one instance to another; (2) deriving a schema for a class of instances; and (3) comparing an instance to a general schema.”
Quote in the paperSubstantial claim - Interpretationown data
When instructions did not hint that the stories might help solve the target problem, subjects seldom noticed or used the analogy.
“However, when the experimental instructions did not provide a hint that the stories might help to solve the target problem, subjects seldom noticed or used the analogy.”
Quote in the paperSubstantial claim- Rests on an assumption: Subjects' reports about whether they used the story accurately reflect their actual use of the story.
- Interpretationreasoning
Procedural differences make direct comparison between the Reed et al. results and the present results difficult.
“However, various procedural differences make it difficult to directly compare the Reed et al. results to those obtained in the present study.”
Quote in the paperNot a substantial claim - Interpretationown data
People can often produce an analogous solution even when the prior story and target problem cannot be fully mapped onto each other.
“Thus it seems that subjects can often generate an analogous solution even though a complete mapping between aspects of the prior story and the target problem is impossible.”
Quote in the paperSubstantial claim - Premisecitation
Reed et al. (1974) could not show positive transfer between two homomorphic river-crossing problems unless the correspondences between the problems' arguments were described to subjects.
“Reed et al. (1974) were unable to demonstrate positive transfer between two homomorphic “river crossing” problems, except when the correspondences between the arguments of the two problems were described to subjects.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Reed et al. (1974) source
- Interpretationreasoning
Knowledge acquired during the story recall phase of Experiment IV seemed encapsulated so that its relevance to the problem-solving task was not recognized.
“The knowledge acquired in the context of the story recall phase of the experiment seemed to be encapsulated in such a way that its pertinence to the problem-solving task was not recognized.”
Quote in the paperSubstantial claim - Interpretationown data
The experiments show that people can solve a target problem by drawing on an analogous problem from a distant domain.
“The present study provides an experimental demonstration that a solution to a problem can be developed by using an analogous problem from a very different domain.”
Quote in the paperSubstantial claim - Interpretationreasoning
These structures all describe how people handle novel instances of familiar situations.
“Such structures all serve to describe our ability to deal with novel instances of familiar situations.”
Quote in the paperSubstantial claim - Premisecitation
Most subjects in the Reed et al. study reported making little or no use of the first problem when solving the second.
“In addition, most subjects in the Reed et al. study reported making little or no use of the first problem when solving the second.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Reed et al.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Earlier hint research, especially Maier (1930, 1931), used hints whose objects were incorporated directly into the solution rather than analogically.
“Previous work on the general topic of hints in problem solving, most notably that of Maier (1930, 193 l), has used hints that involve objects that are incorporated into the solution directly, rather than analogically.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Maier (1930, 193 l) source
- May combine two claims. 60
- The quote only partly states this claim. 4
- Classified as probably not a substantial claim. 25
May combine two claims.
Findingown dataTwo subjects in the Tunnel condition who produced the dispersion solution did so after first spontaneously remarking that the general might have sent his men down multiple roads; one Open Supply Route subject also suggested the dispersion solution to the military problem but failed to apply it to the radiation problem.
“Two subjects in the Tunnel condition who produced the dispersion solution did so after first spontaneously remarking that the general might have sent his men down multiple roads.One other subject, in the Open Supply Route condition, also suggested the dispersion solution to the military problem, but failed to apply it to the radiation problem.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
May combine two claims.
Findingown dataIn Experiment I, 80% of subjects in the Tunnel condition produced operation solutions, compared with 43% in all other conditions, a significant difference.
“Eighty percent of subjects in the Tunnel conditions produced operation solutions, as opposed to 43% of subjects in all other conditions, G2(1) = 4.29, p < .05.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
May combine two claims.
Findingown dataCollapsing across all conditions, the dispersion solution tended to be rated as most practical, followed by the open passage solution and then operation solutions.
“Collapsing over subjects in all conditions, the dispersion solution tended to be rated as most practical (a mean of 2.0), followed by the open passage (3.9) and operation solutions (5.4).”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
May combine two claims.
Findingown dataControl subjects' protocols differed from those of story-condition subjects: control subjects were more often prompted to talk, sometimes seemed confused and asked if there really was a solution, and received fewer prompts to clarify their solutions.
“Control subjects more often were prompted to talk.Sometimes they seemed confused and asked if there really was a solution to the problem.In addition, control subjects received fewer prompts to clarify their solutions.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
The quote only partly states this claim.
Findingown dataIn Experiment II, dispersion solutions tended to appear relatively early in subjects' proposal sequences, before the median rank.
“Collapsing over all conditions, dispersion solutions tended to be produced relatively early in the sequence of proposals given by a subject (i.e., prior to the proposal of median rank, p < .025by a sign test).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataWhen later questioned, S28 was also clearly aware of correspondences between the radiation problem and the prior story, so it is uncertain which analogy initially triggered the dispersion solution.
“However, when later questioned by the experimenter, S28 clearly was also aware of correspondences between the radiation problem and the prior story'.It is therefore uncertain which analogy initially triggered generation of the dispersion solution.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
May combine two claims.
Findingown dataIn the Attack-Dispersion condition, seven subjects produced and rated the dispersion solution and at least one other proposal; they rated the dispersion solution as much more practical than other solutions.
“In the Attack-Dispersion condition seven subjects produced and rated the dispersion solution and at least one other proposal.The dispersion solution was rated as much more practical than other solutions (1.43 versus 4.64), F(1,6) = 27.2,p < .Ol.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
May combine two claims.
Findingown dataIn Experiment IV's Hint condition, 10 of 12 subjects rated the Attack-Dispersion story as very helpful, one as somewhat helpful, and one did not answer; 50% rated The Wine Merchants as not helpful at all, and 91% rated The Identical Twins as not helpful at all.
“In addition, 10 of the 12 subjects indicated that the Attack-Dispersion story was “very helpful,” one indicated that it was “somewhat helpful,” and one did not answer the question.In contrast, 50% of the subjects indicated that “The Wine Merchants” was “not helpful at all,” and 91% (10 of 11 who answered the question) indicated that “The Identical Twins” was “not helpful at all.””
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn Experiment II, the mean number of non-dispersion proposals was 1.17 in the Attack condition, 1.40 in the Parade condition, and 2.12 in the control condition; only the control condition differed significantly from the two story conditions.
“The mean number of proposals was 1.17 for the Attack condition, 1.40 for the Parade condition, and 2.12 for the control condition, F(2,139) = 12.7, p < .OOl.A Newman-Keuls test indicated that only the difference between the control condition and the two story conditions was significant, p < .Ol.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn Experiment III, among 24 subjects who gave the successive-groups solution to the military problem, 10 (42%) suggested an accumulation solution to the radiation problem, while only 3 of the remaining 21 (14%) did so, a significant difference.
“Of 24 subjects who gave the successive groups solution to the military problem, 10 (42%) suggested an accumulation solution to the radiation problem.In contrast, only 3 of the remaining 21 subjects (14%) suggested an accumulation solution to the radiation problem, G2(l) = 4.28, p < .05.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn Experiment I, 70% of subjects in the Open Supply Route condition produced the open passage solution, compared with 20% in all other conditions, a significant difference.
“Seventy percent of subjects in the Open Supply Route condition produced the open passage solution, as opposed to 20% of subjects in all other conditions, G2(1) = 8.21, p < .Ol.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
May combine two claims.
Findingown dataIn Experiment II, most subjects who produced a dispersion solution rated the story as very helpful, while most who did not produce one rated it as not helpful at all.
“Most subjects who produced a dispersion solution rated the story as “very helpful.”In contrast, the majority of those subjects in both conditions who failed to produce a dispersion solution rated the story as “not helpful at all.””
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn Experiment II, the share of subjects who produced complete or partial dispersion solutions differed by condition: 76% in the Attack-Dispersion group, 49% in the Parade-Dispersion group, and 8% in the control group, and the overall difference was significant.
“Dispersion solutions were produced by 76% of the subjects in the Attack-Dispersion condition, 49% of the subjects in the Parade-Dispersion condition, and only 8% of the subjects in the control condition, G2(2) = 53.1,p < .OOl.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn Experiment I, the frequency differences among the four conditions for the dispersion solution were highly significant, and the Attack-Dispersion condition differed significantly from all other conditions.
“For this solution the frequency differences among the four conditions were highly significant, G2(3) = 33.9,p < .OOl, as was a comparison between the Attack-Dispersion condition versus all others, G2( 1) = 30.9,p < .001.3”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
May combine two claims.
Findingown dataIn Experiment III, among the nine subjects who generated dispersion solutions to both problems, all but one rated the military story as somewhat or very helpful; in contrast, 58% of the remaining subjects rated it as not helpful at all.
“Of the nine subjects who generated the dispersion solution to both problems, all but one indicated that the military story was “somewhat” or “very” helpful in solving the radiation problem (one other subject did not respond to this question).In contrast, a majority (58%) of the remaining subjects indicated that the story was not helpful at all.”
Quote in the paperSubstantial claim- Rests on an assumption: Subjects' post-hoc ratings of story helpfulness accurately reflect their solution processes.
May combine two claims.
Findingown dataIn Experiment III, among the 22 subjects who produced the military dispersion solution, 9 (41%) later produced complete or partial radiation dispersion solutions, with five complete; only 3 of the remaining 23 (13%) did so, with two complete, and the difference was significant.
“Of the 22 subjects who produced the dispersion solution to the military problem, 9 (41%) subsequently produced either complete or partial dispersion solutions to the radiation problem.Five of these subjects produced a complete solution.In contrast, only 3 of the remaining 23 subjects (13%) produced this solution G2( 1) = 4.61, p < .05.Two of these subjects produced a complete solution.”
Quote in the paperSubstantial claimMay combine two claims. The quote only partly states this claim.
Findingown dataParallel analyses for the Open Supply Route and Tunnel conditions found no significant differences in practicality or creativity ratings.
“Parallel analyses for the Open Supply Route and Tunnel conditions revealed no significant differences.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
May combine two claims.
Findingown dataFor the Open Supply Route story, the open passage solution received the highest likelihood rating, though it did not differ significantly from the two operation solutions; these three were rated significantly higher than the other proposals.
“For the Open Supply Route story, the open passage solution received the highest rating, although it did not differ significantly from the ratings given the two operation solutions.However, these three solutions were all rated significantly higher than any of the others (p < .05).”
Quote in the paperNot a substantial claim- Rests on an assumption: The independent rating task subjects' likelihood ratings are a valid proxy for the story analogies' actual effectiveness in Experiment I.
May combine two claims.
Findingown dataSubject S15's pre-prompt solution involved applying many low-intensity rays; after the prompt, the subject produced the dispersion solution by adding the idea of sending rays from many angles.
“Notice also that the solution S 15 proposes prior to the prompt involves the idea of applying many low-intensity rays.After the prompt, the subject produces the dispersion solution by augmenting this aspect of the earlier solution with the idea of sending rays from many angles.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
May combine two claims.
Findingown dataIn the Attack-Dispersion condition, 7 of 10 subjects produced the dispersion solution without any prompt, and 3 produced it after being prompted to refer back to the story.
“Of the 10 subjects in the Attack-Dispersion condition, 7 produced the dispersion solution without any prompt, and 3 produced it after being prompted to refer back to the story.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
May combine two claims.
Findingown dataIn Experiment IV, 92% of Hint subjects produced the dispersion solution, while only 20% (3 of 15) of No Hint subjects did so, a significant difference.
“Whereas 92% of the subjects in the Hint condition produced the dispersion solution, only 20% (3 out of 15) of those in the No Hint condition did so, G2(1) = 15.5,~< .OOl.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn an independent group of 20 undergraduates, 15 selected the dispersion solution as more practical than the open passage solution, a significant result by sign test.
“Fifteen of the twenty subjects selected the dispersion solution as more practical @ < .05by a sign test).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataS28 remarked that the dispersion solution made it hard to think of alternative solutions, suggesting awareness of a set effect; no other subject explicitly mentioned such an inhibitory effect.
“Also note that at the beginning of this excerpt S28 remarks that the dispersion solution made it hard to think of alternative solutions, suggesting that he was aware of a set effect.No other subject explicitly mentioned such an inhibitory effect of the prior story.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn the Tunnel condition, four of the eight subjects who generated operation solutions received a prompt to use the story before doing so.
“In the case of the Tunnel condition four of the eight subjects who generated operation solutions received a prompt to use the story before they did so.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
May combine two claims.
Findingown dataIn Experiment I, solutions that treated healthy tissue directly were produced by 30% of control subjects, 10% of Tunnel-condition subjects, and none of the Attack-Dispersion or Open Supply Route subjects.
“Such solutions were produced by 30% of the subjects in the control condition, 10% of the subjects in the Tunnel condition, and none of the subjects in the Attack-Dispersion and Open Supply conditions.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
May combine two claims.
Findingown dataIn Experiment I, the average number of nonanalogous solutions produced was 1.10 in the Attack-Dispersion condition, 1.60 in the Open Supply Route condition, 2.70 in the Tunnel condition, and 2.00 in the control condition, with a significant overall difference.
“The average number of nonanalogous solutions produced was 1.10 for the Attack-Dispersion condition, 1.60 for the Open Supply Route condition, 2.70 for the Tunnel condition, and 2.00 for the control condition, F(3,36) = 4.17, p < .025.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
May combine two claims.
Findingown dataIn the protocol of subject S15, after the prompt to use the story, the subject focused on the solution of dividing the army into groups and immediately generated the parallel radiation solution, with no apparent mapping between the story's initial problem and the target problem.
“After the prompt to use the story, this subject clearly focuses on the solution of dividing up the army into groups and immediately generates the parallel solution to the radiation problem.There is no apparent map- ping between the initial problem stated in the story and the target problem.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
May combine two claims.
Findingown dataAmong the three story conditions in Experiment I, the Open Supply Route condition produced the second highest frequency of operation solutions, and the Tunnel condition produced the second highest frequency of open passage solutions.
“Among the three story conditions, the Open Supply Route condition produced the second highest frequency of operation solutions, while the Tunnel condition produced the second highest frequency of open passage solutions.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
May combine two claims.
Findingown dataIn Experiment I, all ten subjects in the Attack-Dispersion condition produced the dispersion solution, while no control subject produced it.
“All 10 subjects who were given the Attack-Dispersion story produced this solution, whereas not a single control subject did so.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataSubject S28 claimed that he generated the dispersion solution based on an analogy between the radiation problem and a real-world problem he had read about the previous night, using lasers to fuse a lightbulb filament without breaking the glass.
“This subject's protocol is particularly interesting because he claimed that he generated the dispersion solution on the basis of an analogy between the radiation problem and an actual problem he had read about the previous night (using lasers to fuse the filament in a lightbulb without breaking the glass).”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
May combine two claims.
Findingown dataIn Experiment V, 76% of subjects in the two experimental conditions eventually produced the dispersion solution, while only 10% (one subject) in the Incubation Control condition did so, a significant difference.
“Whereas 76% of the subjects in the two experimental conditions eventually produced the dispersion solution, only 10% (one subject) produced it in the Incubation Control condition, G2(1) = 15.0,p < .OOl.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataIn Experiment V's Incubation Control condition, 10% produced the dispersion solution before the story, 0% after the story without a hint, 0% after the story with a hint, and 90% never.
“| Incubation Control | 10 | 0 | 0 | 90 | 10 |”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn Experiment IV, subjects seemed to have little trouble identifying the right story in memory and applying it to the target problem when instructed to do so.
“Subjects in this experiment seemed to have little difficulty in identifying the appropriate story in memory, and applying it to the target problem, as long as they were instructed to do so.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Findingown dataIn Experiment V's Story Second condition, 10% produced the dispersion solution before the story, 35% after the story without a hint, 30% after the story with a hint, and 25% never.
“| Story Second | 10 | 35 | 30 | 25 | 20 |”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn Experiment II, 76% of the Attack-Dispersion condition and 49% of the Parade-Dispersion condition proposed the dispersion solution, versus 8% of controls.
“| Attack-Dispersion | 57 | 19 | 76 | 47 |”
- Also stated in: § The Identical Twins · plain
“| Parade-Dispersion | 31 | 18 | 49 | 45 |”
- Also stated in: § The Identical Twins · plain
“| Control | 8 | 0 | 8 | 50 |”
Quote in the paperSubstantial claim- Also stated in: § The Identical Twins · plain
May combine two claims. The quote only partly states this claim.
Findingown dataIn Experiment I, all subjects in the Attack-Dispersion story condition proposed the dispersion solution, while none in the control condition did.
“| Attack-Dispersion story | 100 | 10 | 30 |”
- Also stated in: § The Identical Twins · plain
“| Control | 0 | 20 | 50 |”
Quote in the paperSubstantial claim- Also stated in: § The Identical Twins · plain
May combine two claims.
Findingown dataIn Experiment V's Story First condition, 41% produced the dispersion solution after the story without a hint, 35% after the story with a hint, and 24% never.
“| Story First | - | 41 | 35 | 24 | 17 |”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn Experiment V, 41% of Story First subjects gave the dispersion solution on their first attempt after recall, while 35% of Story Second subjects produced it immediately after reading the story.
“In the Story First condition, 41% of the subjects gave the dispersion solution on their first attempt following recall of the story; while in the Story Second condition, 35% of the subjects produced this solution immediately after reading the story.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn Experiment V, collapsing across Story First and Story Second, 43% generated the dispersion solution before the hint, while 76% eventually succeeded.
“Collapsing over the Story First and Story Second conditions, 43% of the subjects generated the dispersion solution prior to receiving the hint, while a total of 76% eventually succeeded in producing the critical solution.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn Experiment IV, three story propositions were recalled by all 27 subjects: proposition 1 and propositions 5 and 6.
“Three propositions were recalled by all 27 subjects.These were proposition 1 (“A small country was ruled by a king”) and propositions 5 and 6 (“Many roads radiated outward from the fortress like spokes on a wheel”).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationKintsch and Van Dijk's theory proposes that understanding can involve repeated application of inference rules that create increasingly abstract macrostructure representations of a passage.
“They argue that the understanding process may involve the iterative application of a set of inference rules that generate increasingly abstract “macrostructure” representations of a prose passage.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kintsch and Van Dijk (1978) source
May combine two claims.
PremisecitationThere has been little experimental work on analogical thinking in complex problem-solving tasks, although solving A:B::C:D analogy items has been studied extensively.
“While the process of solving analogy test items of the form A:B::C:D has been studied quite extensively (Sternberg, 1977a(Sternberg, , 1977b)), there has been little experimental investigation of analogical thinking in more complex problem-solving tasks.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Sternberg, 1977a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Sternberg, 1977b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSeveral major scientific theories-the hydraulic model of blood circulation, the planetary model of atomic structure, and the billiard ball model of gases-were founded on analogies.
“The hydraulic model of the blood circulation system, the planetary model of atomic structure, and the “billiard ball” model of gases all represent major scientific theories founded on analogies (Boden, 1977, Chap. 11).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Boden, 1977
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAnecdotal reports of creative scientists and mathematicians suggest that new theories often arise from noticing and applying an analogy from another knowledge domain.
“The anecdotal reports of creative scientists and mathematicians suggest that the development of a new theory frequently depends on noticing and applying an analogy drawn from a different domain of knowledge (Hadamard, 1954).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hadamard, 1954
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationThe three inference rules of deletion, generalization, and construction proposed by Kintsch and Van Dijk are readily applicable to the story analogies used in this work.
“While much remains to be learned about how this process operates, the three specific inference rules proposed by Kintsch and Van Dijk (which they term “deletion,” “generalization,” and “construction”) would seem readily applicable to the type of story analogies we are considering here.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Kintsch and Van Dijk (1978) source
Classified as probably not a substantial claim.
InterpretationreasoningIn propositions 5 and 5', the army and rays do not occupy corresponding semantic roles: the army is the object destroyed, while the rays are the instrument of destruction.
“In other words, the army and the rays do not till corresponding semantic roles in propositions 5 and 5'; rather, the army is the object of the process of destruction in 5, while the rays are the instrument of the destruction in 5'.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationDuncker classified proposed solutions to the radiation problem into three broad types: lowering ray intensity through healthy tissue, preventing contact between rays and healthy tissue, and changing the relative ray sensitivity of healthy tissue and tumor.
“Duncker identified three broad categories of proposed solutions to the radiation problem: (1) reducing the intensity of the rays as they pass through the healthy tissue; (2) avoiding contact between the rays and healthy tissue; and (3) altering the relative sensitivity to rays of the healthy tissue and the tumor (e.g., by immunizing the healthy tissue or sensitizing the tumor).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Duncker (1945) source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisereasoningThe semantic distance between analogous domains can vary widely.
“It seems clear, however, that the “semantic distance” between analogous domains can vary a great deal.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
Interpretationnone givenAnalogy can be defined at multiple levels of abstraction.
“A system of representation for analogy must be able to describe a fundamental property of such relational systems, namely, that analogy may be defined at multiple levels of abstraction.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataS15 appeared to use the story analogy to develop an early partial solution, while other subjects apparently generated an abstract partial solution independently of the analogy.
“S15 appeared to use the story analogy to develop the early partial solution; however, other subjects apparently generated an abstract partial solution independently of the analogy.”
Quote in the paperNot a substantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
May combine two claims.
InterpretationreasoningThe Open Supply Route story's analogy differs from the other two stories: it only suggests that an existing open passage might be used, so applying it requires mapping the abstract idea of an open passage and then finding a concrete example, which may explain why four of seven Open Supply Route subjects who gave the open passage solution had to be prompted.
“In contrast, the Open Supply Route story only suggests that an existing open passage might be used.The subject must then search memory to find a concrete example of such an open passage to the stomach (e.g., the esophagus).Applying the analogy thus involves two steps: mapping the abstract idea of an open passage from the story to the target problem, and then thinking of a concrete example of such”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
The quote only partly states this claim.
Study design and conductown dataIn Experiment IV, two independent scorers completely agreed in identifying radiation dispersion solutions.
“Two independent scorers were entirely in agreement in identifying dispersion solutions to the radiation problem.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningExperiment II used a noninteractive booklet procedure to avoid the possibility that the experimenter could lead subjects to a particular solution.
“In order to avoid any possibility that subjects could be led to a particular solution by the experimenter, Experiment II used a noninteractive procedure in which story analogies and the radiation problem were administered in booklet form.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataIn Experiment II, solution proposals were analyzed by two independent scorers who were blind to condition, and disagreements were resolved by discussion.
“This analysis was done by two independent scorers, each blind to the conditions in which subjects served.Disagreements were resolved by discussion.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningIn the Tunnel story, analogous radiation solutions include operating to expose the tumor to rays or inserting a tube through the stomach wall to send rays to the tumor.
“Analogous radiation solutions might be to operate to expose the tumor to the rays, or to insert a tube through the stomach wall and send rays through it to the tumor.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductown dataIn Experiment I, subjects' protocols for the radiation problem were transcribed and scored for proposed solution types by two independent scorers.
“Subjects' protocols for the radiation problem were transcribed and scored for the presence of various types of proposed solutions, by two independent scorers.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenThere is a lack of empirical research on analogical problem solving.
“Given the lack of empirical research on analogical problem solving, even more basic issues arise.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataAlthough the numbers were too small to be statistically reliable, the results suggest that an analogy may tend to block generation of alternative types of solutions.
“While the numbers involved were too small to be statistically reliable, these results suggest that an analogy may tend to block generation of alternative types of solutions.”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
- Rests on an assumption: The control condition with no story is a valid baseline for assessing story analogy effects.
May combine two claims.
InterpretationreasoningIn Experiment IV's No Hint condition, 2 of the 3 subjects who produced dispersion solutions gave only partial solutions and said they did not consider using the stories; it is likely that only 1 of 15 spontaneously noticed and applied the critical analogy.
“Furthermore, 2 of these 3 subjects gave only partial solutions (as defined in Experiment II), and indicated that they did not consider using the stories.It is therefore possible, and in fact rather likely, that only 1 of the 15 subjects spontaneously noticed the critical analogy and successfully applied it to produce the dispersion solution.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningSolving the target problem from the story analogy appears to require three major steps: constructing representations of story and problem, mapping the story representation onto the problem representation, and using the mapping to generate a parallel solution.
“For our story analogy and target problem the solution process appears to require three major steps.”
- Also stated in: § The Representation of Analogy · plain
“(2) The representation of the story must be mapped onto that of the problem.”
- Also stated in: § The Representation of Analogy · plain
“(3) Finally, the person must use the mapping to generate the parallel solution to the target problem.”
Quote in the paperSubstantial claim- Also stated in: § The Representation of Analogy · plain
May combine two claims.
Interpretationown dataThe effectiveness of analogies in prompting a specific solution is a matter of degree: an Attack story with a problem statement analogous to the radiation problem was more likely to trigger the dispersion solution than a Parade story with a less related problem statement, even though both stories had similar setting information and solution statements.
“Second, the effectiveness of analogies in prompting a specific solution is a matter of degree.In particular, a story with a problem statement analogous to that of the radiation problem (the Attack story) was more likely to trigger the dispersion solution than was a story with a problem statement less related to that of the radiation problem (the Parade story).This was true even though both stories”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe overall impression from the protocols is that generating analogous solutions involves a conscious process of mapping correspondences between the story and the target problem, with the degree of mapping varying greatly and sometimes occurring in sequential steps.
“The overall impression created by the problem-solving protocols is that the generation of analogous solutions involves a conscious process of mapping correspondences between the story and the target problem.The degree of mapping required seems to vary a great deal.Sometimes mapping was done in considerable detail, particularly if the subject was having difficulty producing a parallel solution.In”
Quote in the paperSubstantial claim- Rests on an assumption: The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
- Rests on an assumption: The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
May combine two claims.
Interpretationown dataSubjects had no serious difficulty identifying the critical story analogy in memory and applying it to generate the radiation dispersion solution.
“Subjects clearly had no serious difficulty in identifying the critical story analogy in memory and applying it to generate the dispersion solution to the radiation problem.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe open passage and operation solutions both avoid contact between rays and healthy tissue by directing rays through an unobstructed route; the open passage solution uses a preexisting route, while operation solutions require constructing one.
“Notice that both types of solutions involve avoiding contact between the rays and the healthy tissue, by directing the rays through an unobstructed route.The basic difference between the two solution types is simply that the open passage solution makes use of a preexisting route (the esophagus), while the operation solutions require that the route be constructed (by some type of operation).”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationDuncker reported that only 2 of 42 subjects reached the dispersion solution, and both were prompted by the experimenter.
“Duncker (1945) reported that only 2 of 42 subjects arrived at this dispersion solution, and both were prompted by the experimenter.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Duncker (1945) source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenIn Experiment II, data from one Parade-Dispersion subject who knew the radiation problem and dispersion solution were discarded.
“The data for one subject in the Parade-Dispersion condition who was familiar with the radiation problem and dispersion solution were discarded.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
InterpretationreasoningSubjects with a relevant analogy available could fail to derive the parallel solution in at least three ways: inability to apply the analogy, inability to locate it in memory, and failure to spontaneously notice its relevance.
“There seem to be at least three distinct ways in which subjects who have a relevant analogy available might nonetheless fail to derive the parallel solution to a target problem.”
- Also stated in: § ISSUES AND EXPERIMENTS · hedged
“The first and most basic is that subjects might be unable to successfully apply the story analogy even if they tried.”
- Also stated in: § ISSUES AND EXPERIMENTS · hedged
“Third, subjects might be able to retrieve a potentially useful analogy and yet fail to spontaneously notice its relevance to the target problem.”
Quote in the paperNot a substantial claim- Also stated in: § ISSUES AND EXPERIMENTS · hedged
May combine two claims.
Study design and conductown dataIn Experiment IV, random assignment should have equalized memory for the critical story across Hint and No Hint conditions, and the mean number of propositions recalled did not differ significantly between groups (32.08 vs 33.53).
“Since subjects were randomly assigned to the two conditions, degree of memory for the critical story should have been equalized across the two conditions.”
- Also stated in: § Results and Discussion · plain
“As anticipated, the mean number of propositions recalled did not differ significantly between the Hint and No Hint groups (32.08 versus 33.53), f < 1.”
Quote in the paperSubstantial claim- Also stated in: § Results and Discussion · plain
May combine two claims.
InterpretationreasoningAlthough the stories and target problem were presented verbally, the problems essentially describe spatial relationships.
“Even though the stories and the target problem were always presented verbally in our experiments, the problems essentially describe spatial relationships.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataExperiment IV showed that subjects can identify a relevant story analogy encoded in memory among distractor stories and use it to generate a solution to a later target problem.
“The results of Experiment IV demonstrated that subjects can identify a relevant story analogy encoded into memory in the context of distractor stories, and can use the analogy to generate a solution to a subsequent target problem.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe mapping process may partly depend on interpretive procedures applied to a mediating spatial image.
“For example, the mapping process may in part depend on interpretive procedures that are applied to a mediating spatial image.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataBecause the study used only one target problem and a very limited set of story analogies, generalization from it requires caution.
“We certainly need to be cautious in generalizing on the basis of the present study, which used only one target problem and a very limited set of story analogies.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn one two-string problem study, the experimenter accidentally brushed against a string and set it moving (Maier, 1931).
“For example, in one investigation of the use of hints in the “two-string” problem, the experimenter “accidentally” brushed against one string and set it in motion (Maier, 1931).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Maier, 1931 source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationThat hint was very effective in eliciting the pendulum solution, but subjects seldom reported awareness of using it unless they solved the problem in separate stages.
“This hint was very effective in eliciting the “pendulum” solution (attaching objects as weights and setting the strings in motion); yet subjects rarely reported being aware of using the hint, unless they gave the solution in separate stages, rather than all at once.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Maier, 1931 source
May combine two claims.
InterpretationreasoningIn Experiment V, of seven Story First subjects who gave the dispersion solution immediately after recall, six reported using the story; if those reports are accepted, the rates of spontaneously noticing and using the analogy were identical at 35% in both conditions.
“However, of the seven subjects in the Story First group who gave the dispersion solution immediately after story recall, six reported that they used the story to help solve the problem.If we accept these reports at face value, it appears that the percentages of subjects in the two conditions who spontaneously noticed and used the analogy were identical (35% in both conditions).”
Quote in the paperSubstantial claim- Rests on an assumption: Subjects' reports about whether they used the story accurately reflect their actual use of the story.
Probably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningUsing a propositional representation for the correspondences does not rule out an important role for analog representation in mapping.
“Our use of a propositional representation to describe the correspondences between the stories and the radiation problem does not preclude the possibility that some form of analog representation plays an important role in the mapping process.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe role of mapping may apply not only to problem solving but also to many cognitive skills involving concept learning and classification of instances.
“Note that the above description of the role of mapping potentially applies not just to problem solving, but to a wide range of cognitive skills requiring concept learning and classification of instances.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationown dataThat phrase seems to evoke a spatial image capturing essential aspects of the dispersion solution that apply to both the military and medical problems.
“Intuitively, this phrase seems to elicit a spatial image that represents those essential aspects of the dispersion solution that can be applied to both the military and the medical problems.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationMapping correspondences between relational structures is involved in story-understanding schemata, scene-perception frames, and social-behavior scripts.
“For example, the mapping of correspondences between relational structures is involved in the use of schemata for story understanding (Rumelhart, 1975), frames for scene perception (Minsky, 1975), and scripts for understanding of social behavior (Abelson, 1975).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
Interpretationown dataAnalogical problem solving is neither automatic nor invariably applied by college students as a conscious strategy.
“This suggests that the process of analogical problem solving is neither automatic nor invariably applied by college students as a conscious strategy.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe drop in transfer cannot be explained by poor encoding of the story analogy, because most subjects produced the analogous solution after being hinted to apply the story.
“This decline in transfer performance cannot be attributed to faulty encoding of the story analogy, since most subjects were able to produce the analogous solution once they were given a hint to apply the story.”
Quote in the paperSubstantial claim
The authors state this as an assumption.
There is an optimal level of abstraction at which analogical relations may be represented to effectively guide the solution process.
“Similarly, we assume there is an optimal level of abstraction at which analogical relations may be represented in order to effectively guide the solution process.”
The authors state this as an assumption.
Proposition 1' (the tumor is located in the interior of the patient's body) is included in the macrostructure for the radiation problem as an inference based on knowledge of where the stomach is located.
“Incidentally, note that we assume proposition 1' is included in the macrestructure for the problem as an inference based on knowledge of where the stomach is located.”
The authors state this as an assumption.
The person will use semantic knowledge to transform the relation of “capturing” into “destroying” via the common semantic core “overcoming”.
“In the case of propositions 16 and 16', we assume the person will use semantic knowledge to transform the relation of “capturing” into the relation of “destroying,” operating on the common semantic core (i.e., “overcoming”) that links the two relations.”
The paper relies on this without support.
The verbal protocols obtained while subjects thought aloud provide valid evidence about their underlying problem-solving processes.
“some subjects insisted that talking aloud hindered their thinking, and consequently did not say very much.”
“While this type of protocol analysis has obvious limitations, it may at least provide some hints about the process of analogical problem solving, and in fact served in part to motivate subsequent experiments.”
The paper relies on this without support.
The independent rating task subjects' likelihood ratings are a valid proxy for the story analogies' actual effectiveness in Experiment I.
“In order to assess whether subjects shared our intuitions we administered a rating task to 51 undergraduates, none of whom previously knew of any solutions to the radiation problem.”
The paper relies on this without support.
The experimenter's prompts and interactions in Experiment I did not create the analogous solutions or substantially distort the solution frequencies.
“Since a primary concern in Experiment I was to obtain interpretabie oral protocols, a considerable amount of probing by the experimenter was essential.However, it would clearly be desirable to demonstrate that people can use analogies to generate problem solutions without interacting with the experimenter.”
The paper relies on this without support.
The control condition with no story is a valid baseline for assessing story analogy effects.
“The control condition used no story at all, rather than an irrelevant story, because it seemed possible that an irrelevant story would actually interfere with the solution process.”
The paper relies on this without support.
The two distractor stories used in Experiment IV are disanalogous to the radiation problem.
“However, the two distractor stories were intended to be as disanalogous to the radiation problem as possible.”
The paper relies on this without support.
Subjects' post-hoc ratings of story helpfulness accurately reflect their solution processes.
“The results obtained with such post-hoc questionnaires must be interpreted with caution, since they may reflect hindsight rather than accurate memories of the solution process.Nevertheless, these rating results are at least a source of converging evidence.”
The paper relies on this without support.
Subjects' reports about whether they used the story accurately reflect their actual use of the story.
“If we accept these reports at face value, it appears that the percentages of subjects in the two conditions who spontaneously noticed and used the analogy were identical (35% in both conditions).”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Prior research suggests that, in general, a greater number of examples can lead to superior transfer when learning an abstract rule.
“Prior research suggests that, in general, a greater number of examples can lead to superior transfer when learning an abstract rule”
From A systematic review of interleaving as a concept learning strategy (2021) · cites this paper as Gick and Holyoak, 1980
In “The Generality of the Mapping Process” (page unavailable), the paper proposes that encountering several analogous problems might help a person derive a general schema and solve new problems. It does not compare different numbers of examples or show that more examples produce superior transfer; the claim presents that proposed mechanism as a general advantage. (LLM, conf=0.82)
Experimental — accuracy not yet measuredGPT-3 displayed strong zero-shot performance on letter string analogies, four-term verbal analogies, and identification of analogies between stories.
“GPT3 also displayed strong zero-shot performance on letter string analogies, 16 four-term verbal analogies, 17,19-21 and identification of analogies between stories. 18,22,23”
From Emergent analogical reasoning in large language models (2023) · cites this paper as [21]
GPT-3 showed performance in the same range as human participants, though numerically weaker, on the Jones et al. problem set.
“GPT-3 also showed performance in the same range as human participants (though numerically weaker) on a problem set from Jones et al. 21 involving categorical, compositional, and causal relations (Figure 7d).”
From Emergent analogical reasoning in large language models (2023) · cites this paper as [21]
In the Jones et al. dataset, human participants performed worse on problems in which the analogs were semantically distant, and GPT-3 also displayed this effect.
“participants performed worse on problems in which the analogs were semantically distant (i.e., the A and B terms had low semantic similarity to C and D), an effect that was also displayed by GPT-3 (logistic regression, effect of semantic distance for GPT-3: OR = 3 . 24, p = 0 . 0165, CI = [1 . 24 , 8 . 5]).”
From Emergent analogical reasoning in large language models (2023) · cites this paper as [21]
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Consistentχ²(1) = 30.9reported p < .001 · recomputed p < .001
“G2( 1) = 30.9,p < .001”
- Consistentχ²(1) = 4.29reported p < .05 · recomputed p = .038
“G2(1) = 4.29, p < .05”
- ConsistentF(3, 36) = 4.17reported p < .025 · recomputed p = .012
“F(3,36) = 4.17, p < .025”
- ConsistentF(0.5, 160) = 1.32reported p > .25
“F(.5,160) = 1.32, p > .25”
- Consistentχ²(1) = 5.78reported p < .02 · recomputed p = .016
“G2(1) = 5.78, p < .02”
- Consistentχ²(1) = 4.61reported p < .05 · recomputed p = .032
“G2( 1) = 4.61, p < .05”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Hadamard citation years differ
MinorThe introduction cites Hadamard's work as published in 1954, but the reference list gives 1945 for that work.
“(Hadamard, 1954)”
“9. Hadamard, J. The psychology of invention in the mathematical field. Princeton, NJ: Princeton Univ. Press, 1945.”
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“…or she is often able to do the applicability and application part based on somebody else’s prompting (e.g., Brown, Bransford, Ferrara, & Campione, 1983; Gick & Holyoak, 1980; Perfetto, Bransford, & Franks, 1983; Singley & Anderson, 1989), and that transfer can be improved by helping students…”
BackgroundThe learning effects of computer simulations in science education
Rutten, N., van Joolingen, W., & van der Veen, J. T. (2011) · Computers & Education · doi:10.1016/j.compedu.2011.07.017 · Cited by 1,079 · see citing works
“The authors recommend combining both concrete and idealized formats, a conclusion that is consistent with theories that predict more general schemas when the schemas are multiply instantiated (e.g., Gick & Holyoak, 1980, 1983).”
ResultKnowledge Transfer in Organizations: Learning from the Experience of Others
Argote, L., Ingram, P. L., Levine, J. M., & Moreland, R. L. (2000) · Organizational Behavior and Human Decision Processes · doi:10.1006/obhd.2000.2883 · Cited by 925 · see citing works
Surface and structural similarity in analogical transfer
Holyoak, K. J., & Koh, K. (1987) · Memory & Cognition · doi:10.3758/bf03197035 · Cited by 922 · see citing works
Self-citationDistributed representations of structure: A theory of analogical access and mapping.
Hummel, J. E., & Holyoak, K. J. (1997) · Psychological Review · doi:10.1037/0033-295x.104.3.427 · Cited by 927 · see citing works
Self-citationOn the role of analogies and metaphors in learning science
Duit, R. (1991) · Science Education · doi:10.1002/sce.3730750606 · Cited by 921 · see citing works
Meta-Analysis of Inquiry-Based Learning: Effects of Guidance
Lazonder, A. W., & Harmsen, R. (2016) · Review of Educational Research · doi:10.3102/0034654315627366 · Cited by 967 · see citing works
Chapter 3: Rethinking Transfer: A Simple Proposal With Multiple Implications
BRANSFORD, J. D., & SCHWARTZ, D. L. (1999) · Review of Research in Education · doi:10.3102/0091732x024001061 · Cited by 881 · see citing works
“However, despite its benefits for initial learning, overly contextualized information can impede transfer because information is too tied to its original context (e.g., Bjork & Richardson-Klahaven, 1989; Gick & Holyoak, 1980).”
Learning and transfer: A general role for analogical encoding.
Gentner, D., Loewenstein, J., & Thompson, L. (2003) · Journal of Educational Psychology · doi:10.1037/0022-0663.95.2.393 · Cited by 866 · see citing works
“Several studies have shown that inducing people to explicitly compare two exemplars fosters transfer to new situations (Catrambone & Holyoak, 1989; Gick & Holyoak, 1980, 1983; Kurtz et al., 2001; Reeves & Weisberg, 1990).”
BackgroundResultStructure-mapping: A theoretical framework for analogy
GENTNER, D. (1983) · Cognitive Science · doi:10.1016/s0364-0213(83)80009-3 · Cited by 816 · see citing works
“Gick and Holyoak have also emphasized the relationship between analogical matching and the formation of general schemas in an interesting series of studies of transfer in problemsolving (Gick & Holyoak, 1980, 1983; Holyoak, in press). Other researchers have explored specific instances of relational mapping. VanLehn an…”
BackgroundInfluentialEngineering in K–12 Education: Understanding the Status and Improving the Prospects
(2010) · Insight · doi:10.1002/inst.20101338 · Cited by 811 · see citing works
Strategy making in novel and complex worlds: the power of analogy
Gavetti, G., Levinthal, D. A., & Rivkin, J. W. (2005) · Strategic Management Journal · doi:10.1002/smj.475 · Cited by 760 · see citing works
MAC/FAC: A Model of Similarity‐Based Retrieval
Forbus, K. D., Gentner, D., & Law, K. (1995) · Cognitive Science · doi:10.1207/s15516709cog1902_1 · Cited by 753 · see citing works
“We then describe computational experiements which simulate the patterns of access found in a psychological experiment, and close by describing further avenues to explore.”
BackgroundProcess analytic models of creative capacities
Mumford, M. D., Mobley, M. I., Reiter‐Palmon, R., Uhlman, C. E., & Doares, L. M. (1991) · Creativity Research Journal · doi:10.1080/10400419109534380 · Cited by 721 · see citing works
Effects of schema acquisition and rule automation on mathematical problem-solving transfer.
Cooper, G., & Sweller, J. (1987) · Journal of Educational Psychology · doi:10.1037/0022-0663.79.4.347 · Cited by 688 · see citing works
Analogical transfer, problem similarity, and expertise.
Novick, L. R. (1988) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.14.3.510 · Cited by 787 · see citing works
Gilboa, I., & Schmeidler, D. (1995) · The Quarterly Journal of Economics · doi:10.2307/2946694 · Cited by 646 · see citing works
Is human information processing conscious?
Velmans, M. (1991) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00071776 · Cited by 677 · see citing works
Learning from worked-out examples: A study on individual differences
RENKL, A. (1997) · Cognitive Science · doi:10.1016/s0364-0213(99)80017-2 · Cited by 679 · see citing works
“The relatively low rates of transfer from the learning materials to problems with different surface structure (e.g., Gick & Holyoak, 1980) and with different deep structure (see Lovett, 1992, for analogous results in the domain of probability calculation) is in accord with literature on analogical…”
ResultThe Roles of Similarity in Transfer: Separating Retrievability From Inferential Soundness
Gentner, D., Rattermann, M. J., & Forbus, K. D. (1993) · Cognitive Psychology · doi:10.1006/cogp.1993.1013 · Cited by 640 · see citing works
The Influence and Value of Analogical Thinking during New Product Ideation
Dahl, D. W., & Moreau, P. (2002) · Journal of Marketing Research · doi:10.1509/jmkr.39.1.47.18930 · Cited by 630 · see citing works
“In this case, potentially relevant information can often come from widely disparate domains, and researchers have shown that people often fail to access potentially valuable information in these situations (Gick and Holyoak 1980).”
BackgroundCognitive load as a factor in the structuring of technical material.
Sweller, J., Chandler, P., Tierney, P., & Cooper, M. (1990) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.119.2.176 · Cited by 629 · see citing works
Theory of Decision under Uncertainty
Gilboa, I. (2009) · Cambridge University Press eBooks · doi:10.1017/cbo9780511840203 · Cited by 598 · see citing works
The nature of feedback: How different types of peer feedback affect writing performance
Nelson, M. M., & Schunn, C. D. (2009) · Instructional Science · doi:10.1007/s11251-008-9053-x · Cited by 602 · see citing works
“For example, feedback without explanations can improve performance, but not learning (Chi et al. 1989) and the use of examples can influence whether feedback affects learning or performance or both (Gick and Holyoak 1980; 1983).”
BackgroundBrokering knowledge: Linking learning and innovation
Hargadon, A. B. (2002) · Research in Organizational Behavior · doi:10.1016/s0191-3085(02)24003-4 · Cited by 584 · see citing works
The art and science of teaching: a comprehensive framework for effective instruction
Marzano, R. J. (2008) · Choice Reviews Online · doi:10.5860/choice.45-6316 · Cited by 592 · see citing works
This is like that: The use of earlier problems and the separation of similarity effects.
Ross, B. H. (1987) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.13.4.629 · Cited by 620 · see citing works
Cognitive Processes of Opportunity Recognition: The Role of Structural Alignment
Grégoire, D. A., Barr, P. S., & Shepherd, D. A. (2010) · Organization Science · doi:10.1287/orsc.1090.0462 · Cited by 582 · see citing works
“Knowledgeable experts are more readily able to solve problems with low superficial similarity but high structural similarity (Gick and Holyoak 1983, Keane 1988).”
BackgroundA symbolic-connectionist theory of relational inference and generalization.
Hummel, J. E., & Holyoak, K. J. (2003) · Psychological Review · doi:10.1037/0033-295x.110.2.220 · Cited by 567 · see citing works
Self-citationTaxonomic efforts in the description of leader behavior: A synthesis and functional interpretation
Fleishman, E. A., Mumford, M. D., Zaccaro, S. J., Levin, K. Y., Korotkin, A. L., & Hein, M. B. (1991) · The Leadership Quarterly · doi:10.1016/1048-9843(91)90016-u · Cited by 580 · see citing works
Retrieval, reuse, revision and retention in case-based reasoning
de Mántaras, R. L., McSherry, D., Bridge, D., Leake, D. B., Smyth, B., Craw, S., Faltings, B., Maher, M. L., Cox, M. T., Forbus, K. D., et al. (2005) · Knowledge engineering review (Print) · doi:10.1017/s0269888906000646 · Cited by 10 · see citing works
“Yet when people are given the analogues, they find the comparisons easy (e.g., Gick & Holyoak, 1980; Keane, 1988; Gentner et al ., 1993).”
PERSPECTIVE—Toward a Behavioral Theory of Strategy
Gavetti, G. (2011) · Organization Science · doi:10.1287/orsc.1110.0644 · Cited by 638 · see citing works
Overcoming contextual limitations on problem-solving transfer.
Catrambone, R., & Holyoak, K. J. (1989) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.15.6.1147 · Cited by 573 · see citing works
“2 Another possibility is that the aquarium story is somehow a more effective analog than the convergence stories taken from Gick and Holyoak (1983). However, an unpublished experiment by Laura Novick and Keith Holyoak, in which the aquarium story was used as a single source analog, revealed that spontaneous transfer t…”
BackgroundMethodResultInfluentialSelf-citationAnchored Instruction and Its Relationship to Situated Cognition
The Cognition And Technology Group At Vanderbilt (1990) · Educational Researcher · doi:10.3102/0013189x019006002 · Cited by 548 · see citing works
On the cognitive effects of learning computer programming
Pea, R. D., & Kurland, D. M. (1984) · New Ideas in Psychology · doi:10.1016/0732-118x(84)90018-7 · Cited by 546 · see citing works
Constraining effects of examples in a creative generation task
Smith, S. M., Ward, T. B., & Schumacher, J. S. (1993) · Memory & Cognition · doi:10.3758/bf03202751 · Cited by 542 · see citing works
Ge, X., & Land, S. M. (2003) · Educational Technology Research and Development · doi:10.1007/bf02504515 · Cited by 522 · see citing works
“However, previous research has also pointed to students' deficiencies in problem-solving skills, for instance, failing to apply knowledge learned in one context to another, especially when solving problems on ill-structured tasks (Gick and Holyoak, 1980; Gick, 1986).”
BackgroundVanLehn, K. A. (1996) · Annual Review of Psychology · doi:10.1146/annurev.psych.47.1.513 · Cited by 519 · see citing works
“Many more subjects can retrieve a principle or example after a hint than before a h i n t (e.g., Gick & Holyoak, 1980).”
BackgroundEvolution of human cognitive architecture
Sweller, J. (2003) · Psychology of Learning and Motivation · doi:10.1016/s0079-7421(03)01015-6 · Cited by 511 · see citing works
Improving Students' Ability to Identify and Use Source Information
Britt, M. A., & Aglinskas, C. (2002) · Cognition and Instruction · doi:10.1207/s1532690xci2004_2 · Cited by 509 · see citing works
“Although transfer is critical to producing flexible knowledge that can be applied in various real world situations, researchers have typically found it difficult to achieve (Gick & Holyoak, 1980; Hayes & Simon, 1977).”
BackgroundRepeated testing produces superior transfer of learning relative to repeated studying.
Butler, A. C. (2010) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/a0019902 · Cited by 492 · see citing works
“…of giving subjects a hint was to negate the need for them to recognize that a previously learned concept was relevant (for a similar procedure, see Gick & Holyoak, 1980; Reed, Ernst, & Banerji, 1974), focusing instead on their ability to recall and apply that concept to answer the inferential…”
Language and the career of similarity
Gentner, D., & Rattermann, M. J. (1991) · Cambridge University Press eBooks · doi:10.1017/cbo9780511983689.008 · Cited by 493 · see citing works
The Transfer of Scientific Principles Using Concrete and Idealized Simulations
Goldstone, R. L., & Son, J. Y. (2004) · Journal of the Learning Sciences · doi:10.1207/s15327809jls1401_4 · Cited by 452 · see citing works
“A first recommendation is to present simulation materials with varied rather than consistent appearances (see also Bruner, 1966; Gick & Holyoak, 1980, 1983; Paas & Van Merrienboer, 1994).”
BackgroundGentner, D. (2003) · The MIT Press eBooks · doi:10.7551/mitpress/4117.003.0015 · Cited by 488 · see citing works
Incubation and the Persistence of Fixation in Problem Solving
Smith, S. M., & Blankenship, S. E. (1991) · The American Journal of Psychology · doi:10.2307/1422851 · Cited by 443 · see citing works
Plucker, J. A., & Makel, M. C. (2010) · Cambridge University Press eBooks · doi:10.1017/cbo9780511763205.005 · Cited by 483 · see citing works
Ten Benefits of Testing and Their Applications to Educational Practice
Roediger, H. L., III, Putnam, A. L., & Smith, M. A. (2011) · The Psychology of learning and motivation/The psychology of learning and motivation · doi:10.1016/b978-0-12-387691-1.00001-6 · Cited by 453 · see citing works
“However, transfer of knowledge can be difficult to obtain (e.g., Gick & Holyoak, 1980).”
BackgroundChildren’s development of analogical reasoning: Insights from scene analogy problems
Richland, L. E., Morrison, R., & Holyoak, K. J. (2006) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2006.02.002 · Cited by 438 · see citing works
“Constructing an analogy requires a reasoner to represent source and target analogs and to construct a mapping between elements of the source and target based on correspondences between relations in each (Gentner, 1983; Gick & Holyoak, 1980).”
BackgroundSelf-citationGuidance during mathematical problem solving.
Tarmizi, R. A., & Sweller, J. (1988) · Journal of Educational Psychology · doi:10.1037/0022-0663.80.4.424 · Cited by 464 · see citing works
Theories of Knowledge Restructuring in Development
Vosniadou, S., & Brewer, W. F. (1987) · Review of Educational Research · doi:10.3102/00346543057001051 · Cited by 442 · see citing works
“…is a powerful mechanism for theory construction in science (see Darden & Maull, 1977; Gentner, 1980; Hesse, 1966; Oppenheimer, 1956) but very difficult to achieve in experimental situations either with children (Vosniadou, Brown, & Bernstein, 1986) or with adults (Gick & Holyoak, 1980,1983).”
BackgroundBeyond Direct Explanation: Transactional Instruction of Reading Comprehension Strategies
Pressley, M. G., El‐Dinary, P. B., Gaskins, I. W., Schuder, T., Bergman, J. L., Almasi, J. F., & BROWN, R. M. A. (1992) · The Elementary School Journal · doi:10.1086/461705 · Cited by 425 · see citing works
Preschool children can learn to transfer: Learning to learn and learning from example
Brown, A. L., & Kane, M. J. (1988) · Cognitive Psychology · doi:10.1016/0010-0285(88)90014-x · Cited by 424 · see citing works
Promoting Access to Knowledge, Strategy, and Disposition in Students: A Research Synthesis
Prawat, R. S. (1989) · Review of Educational Research · doi:10.3102/00346543059001001 · Cited by 432 · see citing works
“Gick and Holyoak (1980) demonstrate that prior exposure to only one of the analogous problems is insufficient to promote transfer—unless subjects are given a broad hint to make use of it in solving the second problem.”
BackgroundMethodFrom implicit skills to explicit knowledge: a bottom-up model of skill learning
Sun, R., Merrill, E. C., & PETERSON, T. (2001) · Cognitive Science · doi:10.1016/s0364-0213(01)00035-0 · Cited by 474 · see citing works
“In high-level skill acquisition, Gick and Holyoak (1980) found that good problem solvers could better state rules that described their actions in problem solving.”
BackgroundRemindings and their effects in learning a cognitive skill
Ross, B. H. (1984) · Cognitive Psychology · doi:10.1016/0010-0285(84)90014-8 · Cited by 402 · see citing works
Motivating Self-Regulated Problem Solvers
Zimmerman, B. J., & Campillo, M. (2003) · Cambridge University Press eBooks · doi:10.1017/cbo9780511615771.009 · Cited by 422 · see citing works
The Cognitive Basis of Knowledge Transfer
Gick, M. L., & Holyoak, K. J. (1987) · Elsevier eBooks · doi:10.1016/b978-0-12-188950-0.50008-4 · Cited by 425 · see citing works
Self-citationEmergent analogical reasoning in large language models
Webb, T., Holyoak, K. J., & Lu, H. (2023) · Nature Human Behaviour · doi:10.1038/s41562-023-01659-w · Cited by 404 · see citing works
Self-citationThe interaction of the explicit and the implicit in skill learning: a dual-process approach
Sun, R., Slusarz, P., & Terry, C. (2005) · Psychological Review · doi:10.1037/0033-295x.112.1.159 · Cited by 399 · see citing works
“Gick and Holyoak (1980) found that good problem solvers could better state rules that described their actions in problem solving.”
BackgroundRoss, B. H. (1989) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.15.3.456 · Cited by 421 · see citing works
Engle, R. A. (2006) · Journal of the Learning Sciences · doi:10.1207/s15327809jls1504_2 · Cited by 396 · see citing works
“…of learning that were observed in the whale group.7 Classically, transfer of learning is said to occur whenever a learner can be shown to learn something in one situation that he or she then appropriately applies in a different but somehow related situation (e.g., Gick & Holyoak, 1980, 1983).”
BackgroundA Theory of Case-Based Decisions
Gilboa, I., & Schmeidler, D. (2001) · Cambridge University Press eBooks · doi:10.1017/cbo9780511493539 · Cited by 375 · see citing works
Brown, D. E., & Clement, J. J. (1989) · Instructional Science · doi:10.1007/bf00118013 · Cited by 383 · see citing works
Teaching thinking and problem solving: Research foundations.
Bransford, J. D., Sherwood, R. D., Vye, N. J., & Rieser, J. J. (1986) · American Psychologist · doi:10.1037/0003-066x.41.10.1078 · Cited by 390 · see citing works
Interdomain transfer between isomorphic topics in algebra and physics.
Bassok, M., & Holyoak, K. J. (1989) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.15.1.153 · Cited by 394 · see citing works
Self-citationComparison and Categorization in the Development of Relational Similarity
Kotovsky, L., & Gentner, D. (1996) · Child Development · doi:10.1111/j.1467-8624.1996.tb01889.x · Cited by 458 · see citing works
“…have suggested that one result of a comparison is to highlight common elements and thus promote common abstractions (Brown et al., 1986; Elio & Anderson, 1981; Forbus & Gentner, 1986; Gick & Holyoak, 1980, 1983; Hayes-Roth & McDermott, 1978; Medin & Ross, 1989; Ross, 1989; Thorndike, 1903).”
BackgroundIntegrated Engineering Curricula
Froyd, J. E., & Ohland, M. (2005) · Journal of Engineering Education · doi:10.1002/j.2168-9830.2005.tb00835.x · Cited by 381 · see citing works
The Oxford Handbook of Cognitive Psychology
(2013) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780195376746.001.0001 · Cited by 378 · see citing works
Pressley, M. G., Wood, E., Woloshyn, V. E., Martin, V., King, A., & Menke, D. (1992) · Educational Psychologist · doi:10.1207/s15326985ep2701_7 · Cited by 370 · see citing works
The Pragmatics of Analogical Transfer
Holyoak, K. J. (1985) · The Psychology of learning and motivation/The psychology of learning and motivation · doi:10.1016/s0079-7421(08)60524-1 · Cited by 370 · see citing works
Self-citationMathematical problem solving by analogy.
Novick, L. R., & Holyoak, K. J. (1991) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.17.3.398 · Cited by 417 · see citing works
Self-citationExpertise and the use of visual analogy: implications for design education
Casakin, H., & Goldschmidt, G. (1999) · Design Studies · doi:10.1016/s0142-694x(98)00032-5 · Cited by 367 · see citing works
Analog retrieval by constraint satisfaction
Thagard, P. R., Holyoak, K. J., Nelson, G., & Gochfeld, D. (1990) · Artificial Intelligence · doi:10.1016/0004-3702(90)90018-u · Cited by 366 · see citing works
“, a source analog involving use of an army to capture a fortress) have found that people are often unable to retrieve dissimilar analogs, even though such analogs could readily be used to aid in problem solving once the person was reminded of their relevance by the experimenter [8, 21, 22, 58].”
BackgroundMethodInfluentialSelf-citationMaking connections: Replicating and extending the utility value intervention in the classroom.
Hulleman, C. S., Kosovich, J. J., Barron, K. E., & Daniel, D. B. (2016) · Journal of Educational Psychology · doi:10.1037/edu0000146 · Cited by 370 · see citing works
“…this hypothesis is the finding that instructing individuals to find connections between learning situations can increase the likelihood of adapting a skill from one situation to another (i.e., cognitive transfer; Burke & Hutchins, 2007; Gentner, Loewenstein, & Thompson, 2003; Gick & Holyoak, 1980).”
BackgroundA theory of the discovery and predication of relational concepts.
Doumas, L. A. A., Hummel, J. E., & Sandhofer, C. M. (2008) · Psychological Review · doi:10.1037/0033-295x.115.1.1 · Cited by 354 · see citing works
“…2003), helps people appreciate which known relations might be relevant to a specific task (e.g., Bowdle & Gentner, 1997; Dixon & Bangart, 2004; Gick & Holyoak, 1980; Kotovsky & Gentner, 1996; Kurtz & Burkina, 2004; Markman & Gentner, 1993; Ross, Perkins, & Tenpenny, 1990; Spalding & Ross,…”
BackgroundDomain-specific principles affect learning and transfer in children,
Brown, A. L. (1990) · Cognitive Science · doi:10.1207/s15516709cog1401_6 · Cited by 371 · see citing works
Chrysikou, E. G., & Weisberg, R. W. (2005) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.31.5.1134 · Cited by 346 · see citing works
Implicit learning: Below the subjective threshold
Dienes, Z. P., & Berry, D. C. (1997) · Psychonomic Bulletin & Review · doi:10.3758/bf03210769 · Cited by 338 · see citing works
“This negative effect of a “transfer hint” goes against a series of experiments in the problem-solving literature (e.g., Gick & Holyoak, 1980).”
BackgroundThe role of learning from examples in the acquisition of recursive programming skills.
Pirolli, P. L. T., & Anderson, J. R. (1985) · Canadian Journal of Psychology/Revue Canadienne de Psychologie · doi:10.1037/h0080061 · Cited by 336 · see citing works
Gick, M. (1986) · Educational Psychologist · doi:10.1080/00461520.1986.9653026 · Cited by 226 · see citing works
Self-citationAction’s Influence on Thought: The Case of Gesture
Susan Goldin-meadow, A., & Beilock, S. L. (2010) · Perspectives on Psychological Science · doi:10.1177/1745691610388764 · Cited by 328 · see citing works
- Authors
- Gick, M. L., & Holyoak, K. J.
- Affiliations
- University of Michigan (US)
- Corresponding author
- Holyoak, Keith J.
- ORCID
- Holyoak, Keith J.
- Venue
- Cognitive Psychology
- Publisher
- Elsevier BV
- Published
- 1980-07
- Volume
- 12
- Issue
- 3
- Pages
- 306-355
- ISSN
- 0010-0285 (ISSN-L)
- OpenAlex
- W1980169328
- Semantic Scholar
- 02c43f91ee87bf2968b57159d1cdc33dc3b1ed10
- Cited by
- 2,552
- References
- 32
- Citations by year
- 2026: 33 · 2025: 71 · 2024: 53 · 2023: 96 · 2022: 61 · 2021: 57 · 2020: 94 · 2019: 133 · 2018: 70 · 2017: 82 · 2016: 91 · 2015: 78 · 2014: 104 · 2013: 104 · 2012: 98
- FWCI
- 11.45
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Locations
- Cognitive Psychology (publishedVersion)
- Deep Blue (University of Michigan) (submittedVersion)
- Funders
- National Science Foundation (7701211)
- National Institute of Mental Health
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Language, Metaphor, and Cognition
- Physical Sciences › Computer Science › Artificial Intelligence › AI-based Problem Solving and Planning
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Keywords
- analogical problem solving, analogical reasoning, transfer of learning, distractor interference, problem-solving strategies
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