Neural Mechanisms of Episodic Retrieval Support Divergent Creative Thinking
Open accessAbstract
Prior research has indicated that brain regions and networks that support semantic memory, top-down and bottom-up attention, and cognitive control are all involved in divergent creative thinking. Kernels of evidence suggest that neural processes supporting episodic memory-the retrieval of particular elements of prior experiences-may also be involved in divergent thinking, but such processes have typically been characterized as not very relevant for, or even a hindrance to, creative output. In the present study, we combine functional magnetic resonance imaging with an experimental manipulation to test formally, for the first time, episodic memory's involvement in divergent thinking. Following a manipulation that facilitates detailed episodic retrieval, we observed greater neural activity in the hippocampus and stronger connectivity between a core brain network linked to episodic processing and a frontoparietal brain network linked to cognitive control during divergent thinking relative to an object association control task that requires little divergent thinking. Stronger coupling following the retrieval manipulation extended to a subsequent resting-state scan. Neural effects of the episodic manipulation were consistent with behavioral effects of enhanced idea production on divergent thinking but not object association. The results indicate that conceptual frameworks should accommodate the idea that episodic retrieval can function as a component process of creative idea generation, and highlight how the brain flexibly utilizes the retrieval of episodic details for tasks beyond simple remembering.
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Claims the paper makes
48 of 102 cited sources checked · 30 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Components of the core network and frontoparietal cognitive control and dorsal and ventral attention networks may couple and decouple during rest in high versus low creative individuals.
“and during rest in high versus low creative individuals (Takeuchi et al. 2012;Beaty et al. 2014).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Takeuchi et al. 2012 source
- cites Beaty et al. 2014 source
The Discussion (page unavailable) reports stronger resting-state connectivity between inferior frontal regions and default-mode regions in the high-creative group than in the low-creative group. It does not report coupling and decoupling among the core, frontoparietal control, and dorsal and ventral attention networks as a set; in particular, the dorsal and ventral attention networks are not identified in the reported findings. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Nodes of the medial temporal lobe subsystem of the core network implicated in detailed event and scene processing, such as the hippocampus, parahippocampal gyrus, and inferior parietal lobule, exhibit greater activity during divergent thinking tasks compared with various controls.
“In particular, nodes of the medial temporal lobe subsystem of the core network implicated in detailed event and scene processing (Andrews-Hanna et al. 2010), such as the hippocampus, parahippocampal gyrus, and inferior parietal lobule, have been found to exhibit greater activity during these tasks compared with various controls”
Quote in the paperSubstantial claim3 of 3 sources checked- cites Andrews-Hanna et al. 2010 source
- cites Fink et al. 2012 source
Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites Benedek et al. 2014 source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
- Premisecitation
Components of the core network and frontoparietal cognitive control and dorsal and ventral attention networks may couple and decouple during various stages of divergent thinking.
“Studies of between-network functional connectivity (for review, see Beaty et al. 2016) using multivariate independent components analysis (ICA) and univariate region of interest (ROI) approaches have also suggested that components of the core network and frontoparietal cognitive control and dorsal and ventral attention networks may couple and decouple during various stages of divergent thinking”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Ellamil et al. 2012 source
- cites Wei et al. 2014 source
- cites Beaty et al. 2015 source
The Results (ROI-to-ROI Temporal Connectivity; page unavailable) report changing coupling among default, salience, and executive network regions across stages of divergent thinking. The Discussion likewise describes early default–salience coupling and later default–executive coupling. The paper does not establish stage-specific coupling and decoupling involving both dorsal and ventral attention networks; its discussion of dorsal-attention decoupling concerns other internally directed tasks. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
A core network of brain regions that overlaps substantially with the default network and is recruited for remembering past events and simulating future events also exhibits consistent activity during tasks that measure divergent thinking.
“Neurally, a core network of brain regions (Schacter et al. 2007;Benoit and Schacter 2015) that overlaps substantially with the default network (Buckner et al. 2008;Andrews-Hanna et al. 2010, 2014;Yeo et al. 2011) and is recruited for remembering past events and simulating future events, also exhibits consistent activity during tasks that measure divergent thinking (for review, see Jung et al. 2013”
Quote in the paperSubstantial claim2 of 3 sources checked- cites Schacter et al. 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Benoit and Schacter 2015 source
- cites Jung et al. 2013 source
In “What does it all mean?” (page unavailable), the review links the default-mode network to remembering the past, imagining the future, and creative cognition; it also reports increased default-mode activation during improvisation. Its discussion of divergent-thinking tasks in “Structural magnetic resonance imaging (sMRI)” concerns cortical thickness, not activity during those tasks. Thus it does not establish the claimed consistent activity during divergent-thinking tasks. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Premisecitation
A cognitive manipulation that facilitates episodic retrieval enhances the generation of ideas on divergent thinking tasks.
“a cognitive manipulation that facilitates episodic retrieval enhances the generation of ideas on divergent thinking tasks (Madore et al. 2015(Madore et al. , 2016a));”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Madore et al. 2015 source
- cites Madore et al. 2016a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Episodic memory may be recruited for additional tasks where particular details of past experiences are leveraged to generate, or assemble and maintain, mental content that incorporates specific elements of prior events.
“Studies on this topic have indicated that episodic memory may be recruited for additional tasks where particular details of past experiences are leveraged to generate, or assemble and maintain, mental content that incorporates specific elements of prior events.”
Quote in the paperSubstantial claim2 of 3 sources checked - Premisecitation
Kernels of evidence suggest that neural processes supporting episodic memory may be involved in divergent thinking.
“Kernels of evidence suggest that neural processes supporting episodic memory-the retrieval of particular elements of prior experiences-may also be involved in divergent thinking, but such processes have typically been characterized as not very relevant for, or even a hindrance to, creative output.”
Quote in the paperSubstantial claim2 of 3 sources checked - Premisecitation
ESI does not affect performance on nonepisodic tasks like typical semantic associates and convergent creative riddles.
“without affecting performance on nonepisodic tasks like typical semantic associates (Madore et al. 2015(Madore et al. , 2016a) ) and convergent creative riddles (Madore et al. 2015).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Madore et al. 2015 source
The General Discussion reports no comparable effect on the object-association task and no reliable effect on Remote Associates Test performance. But it cautions that the convergent-thinking result requires care because the Induction × Task interaction was marginal; the claim’s unqualified “does not affect” is stronger than that finding. Page numbers were not available in our copy. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites Madore et al. 2016a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Retrieval orientation effects via ESI could be observed not just during formal tasks that recruit episodic mechanisms but during subsequent rest where default or core network activity is also often exhibited.
“An extension of this logic is that retrieval orientation effects via ESI could be observed not just during formal tasks that recruit episodic mechanisms but during subsequent rest where default or core network activity is also often exhibited (Andrews-Hanna et al. 2010).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Andrews-Hanna et al. 2010 source
- Premisecitation
The ESI impacts episodic retrieval orientation, a flexible, goal-directed strategy for retrieving an episode when presented with a cue.
“Based on this body of work, we have suggested that the ESI impacts episodic retrieval orientation-a flexible, goaldirected strategy for retrieving an episode when presented with a cue (Morcom and Rugg 2012).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Morcom and Rugg 2012 source
- Premisecitation
The ESI effect has been exhibited for typical generative divergent thinking measures that include total responses deemed feasible or appropriate and that fit under distinct and flexible categories.
“The ESI effect has likewise been exhibited for typical generative divergent thinking measures (Guilford et al. 1960) that include total responses that are deemed feasible or appropriate in everyday life and that fit under distinct and flexible categories (Madore et al. 2015(Madore et al. , 2016a)).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Guilford et al. 1960
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Madore et al. 2015 source
- cites Madore et al. 2016a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Receiving an induction focused on episodic details should affect performance on subsequent tasks, like divergent thinking, that may also require filling in an event with specific details as done during the ESI.
“Receiving an induction focused on episodic details should affect performance on subsequent tasks, like divergent thinking, that may also require filling in an event with specific details as done during the ESI (for review, see Schacter and Madore 2016).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Schacter and Madore 2016 source
- Interpretationown data
The overarching data pattern fits with emerging frameworks that emphasize the role of the core network and its flexible coupling with other networks in the service of goal-directed tasks that comprise multiple component processes, including divergent thinking.
“Nevertheless, this overarching data pattern fits with emerging frameworks that emphasize the role of the core network and its flexible coupling with other networks in the service of goal-directed tasks that comprise multiple component processes, including divergent thinking”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Beaty et al. 2016 source
- cites Roberts and Addis 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Engagement of the hippocampus (and core network more broadly) is exhibited during generative tasks that nominally involve the retrieval and reconstruction of episodic details for completion, such as simulation, decision making, and problem solving.
“Recent conceptual work has suggested that engagement of the hippocampus (and core network more broadly) is exhibited during generative tasks that nominally involve the retrieval and reconstruction of episodic details for completion, such as simulation, decision making, and problem solving”
Quote in the paperSubstantial claim2 of 3 sources checked - Premisecitation
The amount of information generated and potentially encoded during a task can modulate BOLD activity in the hippocampus and lateral prefrontal cortex.
“Because the strength of BOLD activity during fMRI, particularly in the hippocampus and lateral prefrontal cortex (for review, see Simons and Spiers 2003; e.g., see Martin et al. 2011), can be modulated by the amount of information that is generated and potentially encoded during a task”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Simons and Spiers 2003 source
- cites Martin et al. 2011 source
The Discussion reports that hippocampal activity varied with ratings of generated event detail, although the effect was significant only in the anterior hippocampal cluster. The Results also identify left inferior frontal gyrus activity in an encoding-success contrast, but that contrast controlled for detail; our copy does not show that the amount of detail modulated lateral prefrontal activity. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Interpretationown data
The collective results reported here converge on the idea that the boundary conditions and neural expressions of a constructive episodic memory system lie beyond simple remembering.
“the collective results reported here converge on the idea that the boundary conditions and neural expressions of a constructive episodic memory system lie beyond simple remembering”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Schacter and Addis 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Moscovitch et al. 2016 source
- Findingown data
Stronger coupling following the retrieval manipulation extended to a subsequent resting-state scan.
“Stronger coupling following the retrieval manipulation extended to a subsequent resting-state scan.”
Quote in the paperNot a substantial claim - Findingown data
Following a manipulation that facilitates detailed episodic retrieval, greater neural activity was observed in the hippocampus during divergent thinking relative to an object association control task.
“Following a manipulation that facilitates detailed episodic retrieval, we observed greater neural activity in the hippocampus and stronger connectivity between a core brain network linked to episodic processing and a frontoparietal brain network linked to cognitive control during divergent thinking relative to an object association control task that requires little divergent thinking.”
Quote in the paperSubstantial claim - Findingown data
Following the manipulation, stronger connectivity was observed between a core brain network linked to episodic processing and a frontoparietal brain network linked to cognitive control during divergent thinking relative to an object association control task.
“we observed greater neural activity in the hippocampus and stronger connectivity between a core brain network linked to episodic processing and a frontoparietal brain network linked to cognitive control during divergent thinking relative to an object association control task that requires little divergent thinking.”
Quote in the paperSubstantial claim - Findingown data
Following ESI, participants generated significantly more internal/episodic details about the video than following control induction (M = 84.06 vs 7.44, P < 0.001).
“We found that significantly (P < 0.001) more internal/episodic details were generated following ESI (M = 84.06,SD = 17.86) relative to control induction (M = 7.44, SD = 6.07), indicating that ESI facilitates detailed retrieval of induction content.”
Quote in the paperSubstantial claim - Findingown data
A behavioral pilot with a separate batch of 12 young adult participants found induction differences on the AUT using the parameters finalized for the present study.
“A behavioral pilot with a separate batch of 12 young adult participants found induction differences on the AUT using the parameters finalized for the present study”
Quote in the paperNot a substantial claim - Findingown data
None of the other 22 nonartifactual components exhibited differential coupling as a function of induction.
“None of the other 22 nonartifactual components exhibited differential coupling as a function of induction.”
Quote in the paperSubstantial claim - Findingown data
The AUT > OAT contrast following each induction showed distributed and expected patterns of significantly greater BOLD activity in posterior parietal cortex, lateral prefrontal cortex, temporal cortex, dorsal anterior cingulate cortex, precentral and postcentral gyri, and insula, among other regions.
“Participants exhibited distributed and expected patterns of significantly greater BOLD activity for the AUT > OAT contrast following each induction in posterior parietal cortex (e.g., inferior parietal lobule and precuneus), lateral prefrontal cortex (e.g., superior, middle, and inferior frontal gyri), temporal cortex (e.g., middle temporal and fusiform gyri), dorsal anterior cingulate cortex, pre”
Quote in the paperSubstantial claim - Findingown data
No other significant patterns of connectivity emerged in the resting-state seed-to-voxel analysis.
“No other significant patterns of connectivity emerged.”
Quote in the paperNot a substantial claim - Findingown data
No patterns of significant activation emerged for the other induction-related contrasts when the parametric modulation analysis was applied.
“No patterns of significant activation emerged for the other induction-related contrasts when the parametric modulation analysis was applied.”
Quote in the paperNot a substantial claim - Findingown data
Significantly stronger functional connectivity was exhibited between the left anterior hippocampal seed and right inferior frontal gyrus following ESI relative to the control induction.
“Significantly stronger functional connectivity was exhibited between the left anterior hippocampal seed and right inferior frontal gyrus (i.e., ventrolateral prefrontal cortex bordering on anterior insula; xyz 36, 24, 6) following ESI relative to the control induction (Fig. 4).”
Quote in the paperSubstantial claim - Findingown data
Significantly greater BOLD activity was observed in medial temporal lobe (hippocampus and amygdala) for the AUT > OAT contrast following ESI (and the control induction, subthreshold).
“In addition, significantly greater BOLD activity was observed in medial temporal lobe (i.e., hippocampus and amygdala) for the AUT > OAT contrast following ESI (and the control induction, subthreshold).”
Quote in the paperSubstantial claim - Findingown data
In the parametric modulation analysis, significantly greater BOLD activity was again found in the same clusters in left anterior hippocampus, left inferior, middle, and superior frontal gyri, and left precentral gyrus following ESI relative to control during divergent thinking compared with the object control.
“When we applied this procedure, we again found patterns of significantly greater BOLD activity in the same clusters in left anterior hippocampus, left inferior, middle, and superior frontal gyri, and left precentral gyrus following ESI relative to the control during divergent thinking compared with the object control.”
Quote in the paperSubstantial claim - Findingown data
Additional patterns of significantly greater BOLD activation were observed in right fusiform gyrus, right inferior occipital gyrus, and right middle and superior frontal gyrus for the AUT > OAT contrast for the ESI > control induction.
“Additional patterns of significantly greater BOLD activation were also observed in clusters in right fusiform gyrus, right inferior occipital gyrus, and right middle and superior frontal gyrus for the AUT > OAT contrast for the ESI > control induction (Table 4).”
Quote in the paperNot a substantial claim - Findingown data
The number of new (personally novel) ideas from imagination generated for the first time during the experiment was boosted following ESI.
“the number of old ideas from memory and the number of new (i.e., personally novel) ideas from imagination generated for the first time during the experiment were boosted following ESI.”
Quote in the paperSubstantial claim - Findingown data
The number of old ideas from memory generated during the experiment was boosted following ESI.
“the number of old ideas from memory and the number of new (i.e., personally novel) ideas from imagination generated for the first time during the experiment were boosted following ESI.”
Quote in the paperSubstantial claim - Findingown data
Participants labeled their total uses on the AUT as consisting of both old and new ideas (approximately 50% of each idea type).
“Focusing on the postscan verbal reports, participants labeled their total uses (excluding repetitions) on the AUT as consisting of both old and new ideas (e.g., approximately 50% of each idea type).”
Quote in the paperNot a substantial claim - Findingown data
The ESI manipulation affected the quantity of responses generated during divergent thinking.
“the ESI manipulation affected the quantity of responses generated during divergent thinking”
Quote in the paperSubstantial claim - Findingown data
ESI affected creative idea production whether measured via quantity of old/novel ideas or quantity of ideas matched in terms of a creativity rating.
“ESI affected creative idea production whether measured via quantity of old/novel ideas or quantity of ideas matched in terms of a creativity rating”
Quote in the paperSubstantial claim - Findingown data
More internal/episodic details were generated following ESI relative to the control.
“more internal/episodic details (as scored using the AI protocol, Levine et al. 2002) were generated following ESI relative to the control”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Levine et al. 2002 source
- Findingown data
Following both the control induction and the episodic specificity induction, mean BOLD activation from univariate regressions was exhibited for the Alternate Uses Task (AUT) > Object Association Task (OAT).
“Mean BOLD activation from univariate regressions exhibited for the Alternate Uses Task (AUT) > Object Association Task (OAT) following (A) the control induction and (B) the episodic specificity induction with statistical parameters that survive a significance threshold of P < 0.05 corrected for multiple voxel-wise comparisons.”
Quote in the paperSubstantial claim - Findingown data
Neural connectivity profiles were exhibited for the specificity induction > control induction using a univariate seed-to-voxel approach.
“Neural connectivity profiles exhibited for the specificity induction > control induction using a univariate seed-to-voxel approach with statistical parameters that survive a significance threshold of P < 0.05 corrected for multiple voxel-wise comparisons.”
Quote in the paperSubstantial claim - Findingown data
The behavioral manipulation check indicated that episodic retrieval is targeted by ESI.
“our behavioral manipulation check indicated that episodic retrieval is targeted by ESI”
Quote in the paperSubstantial claim - Findingown data
The ESI manipulation did not affect the average level of quality ratings of creativity.
“did not affect the average level of quality ratings of creativity”
Quote in the paperSubstantial claim - Premisecitation
Episodic memories are sometimes drawn upon during divergent thinking.
“episodic memories are sometimes drawn upon during divergent thinking (Gilhooly et al. 2007;Runco and Acar 2010;Storm and Patel 2014);”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationown data
Episodic retrieval can function as a component process of creative idea generation.
“The results indicate that conceptual frameworks should accommodate the idea that episodic retrieval can function as a component process of creative idea generation,”
Quote in the paperSubstantial claim - Interpretationown data
The brain flexibly utilizes the retrieval of episodic details for tasks beyond simple remembering.
“and highlight how the brain flexibly utilizes the retrieval of episodic details for tasks beyond simple remembering.”
Quote in the paperSubstantial claim - Premisecitation
On episodic memory and simulation tasks, the effects of ESI are limited to the production of episodic but not semantic details.
“Moreover, on episodic memory and simulation tasks the effects of ESI are limited to the production of episodicbut not semantic-details (Madore et al. 2014).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Madore et al. 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Resting-state functional connectivity analyses with hippocampal and inferior parietal lobule seed regions and the rest of the brain revealed stronger core network coupling following ESI relative to a control induction.
“Resting-state functional connectivity analyses with hippocampal and inferior parietal lobule seed regions and the rest of the brain also revealed stronger core network coupling following ESI relative to a control induction, suggesting short-term, functional reorganization of brain networks as a function of induction.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Madore et al. 2016b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
ESI facilitates detailed retrieval of induction content.
“indicating that ESI facilitates detailed retrieval of induction content.”
Quote in the paperSubstantial claim - Premisecitation
Following ESI relative to a control induction, participants exhibited greater activity in the hippocampus and inferior parietal lobule when imagining future events relative to comparing and defining objects semantically.
“An fMRI study (Madore et al. 2016b) found that following ESI relative to a control induction, participants exhibited greater activity in the hippocampus and inferior parietal lobule when imagining future events relative to comparing and defining objects semantically.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Madore et al. 2016b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductnone given
The impressions control is a more stringent baseline than the math control.
“In the present study, we used the impressions control alone because it is a more stringent baseline than the math control”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Madore et al. 2016b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
The ESI has been found to have indistinguishable effects on key behavioral and fMRI indices compared with either control induction.
“and because the ESI has been found to have indistinguishable effects on key behavioral and fMRI indices compared with either control induction.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Madore et al. 2016b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
The results provide the first formal evidence that episodic retrieval can serve as a component process of divergent thinking, both neurally and behaviorally.
“Using fMRI together with an experimental manipulation of episodic specificity, the results of the present study provide the first formal evidence that episodic retrieval can serve as a component process of divergent thinking, both neurally and behaviorally.”
Quote in the paperSubstantial claim - Interpretationown data
The findings indicate, in a formal test for the first time, that episodic memory contributes to novel idea generation during divergent thinking, rather than being irrelevant to, or a hindrance to, creative output.
“Our findings derived from the combination of a behavioral manipulation and neuroimaging with univariate and multivariate analytic techniques indicate, in a formal test for the first time, that episodic memory contributes to novel idea generation during divergent thinking, rather than being irrelevant to, or a hindrance to, creative output.”
Quote in the paperSubstantial claim - Interpretationown data
The fMRI results fit with the retrieval orientation interpretation.
“The fMRI results of the present study fit with this retrieval orientation interpretation.”
Quote in the paperSubstantial claim - Interpretationown data
The induction-related patterns of hippocampal and lateral prefrontal coactivation point more to the influence of episodic retrieval and executive control processes during divergent thinking.
“The induction-related patterns of hippocampal and lateral prefrontal coactivation, then, point more to the influence of episodic retrieval and executive control processes during divergent thinking.”
Quote in the paperSubstantial claim - Interpretationown data
Idea generation during divergent thinking is attributable, at least in part, to the retrieval and reconstruction of specific episodic details supported by activity in the hippocampus (and core network more broadly).
“From this perspective, idea generation during divergent thinking is attributable, at least in part, to the retrieval and reconstruction of specific episodic details supported by activity in the hippocampus (and core network more broadly).”
Quote in the paperSubstantial claim - Interpretationown data
The main ESI-related BOLD findings cannot be fully explained by increased generation and encoding of alternate uses following ESI versus the control induction.
“These results, though indirect, indicate that the main ESI-related BOLD findings cannot be fully explained by increased generation and encoding of alternate uses following ESI versus the control induction.”
- Also stated in: § Amount of Generated/Encoded Information Cannot Fully Explain Key Neural Effects of Divergent Thinking · hedged
“To address this issue, we ran a parametric modulation analysis and tentatively excluded this alternative explanation of the data.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The number of button presses is an indirect measure of the amount of information generated and potentially encoded during each task block.
- Also stated in: § Amount of Generated/Encoded Information Cannot Fully Explain Key Neural Effects of Divergent Thinking · hedged
- Interpretationown data
A specific retrieval orientation is invoked via ESI and persists through the main tasks and resting-state scan.
“a specific retrieval orientation is invoked via ESI and persists through the main tasks and resting-state scan”
Quote in the paperSubstantial claim - Interpretationown data
The findings support a retrieval orientation account of the data.
“Our findings speak to a retrieval orientation account of the data (i.e., a specific retrieval orientation is invoked via ESI and persists through the main tasks and resting-state scan)”
Quote in the paperSubstantial claim - Interpretationown data
Episodic retrieval can serve as a component process of divergent thinking.
“episodic retrieval can serve as a component process of divergent thinking”
Quote in the paperSubstantial claim - Interpretationown data
Episodic memory actually enhances creative idea production.
“episodic memory-rather than being irrelevant to, or a hindrance to, creative output-actually enhances creative idea production”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 35
- May combine two claims. 35
- The quote only partly states this claim. 5
Classified as probably not a substantial claim.
PremisecitationDuring the past decade, episodic memory and its neural processes have been found to be engaged during tasks beyond simple remembering, such as future thinking or simulation, decision making, and problem solving.
“Strikingly, during the past decade, episodic memory, and the neural processes that support it, have been found to be engaged during tasks beyond simple remembering that may also involve the retrieval and reconstruction of episodic details for completion, such as future thinking or simulation, decision making, and problem solving (for review, see Schacter et al. 2012;Moscovitch et al. 2016;Schacter”
Quote in the paperSubstantial claim2 of 3 sources checkedMay combine two claims.
PremisecitationThe specificity and episodic detail of imagined future events correlate with divergent thinking.
“the specificity (Ononye et al. 1993) and episodic detail (Addis et al. 2016) of imagined future events correlate with divergent thinking.”
Quote in the paperSubstantial claim1 of 2 sources checkedClassified as probably not a substantial claim.
PremisecitationEpisodic memory processes have typically been characterized as not very relevant for, or even a hindrance to, creative output.
“such processes have typically been characterized as not very relevant for, or even a hindrance to, creative output.”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Gilhooly et al. 2007 source
- cites Runco and Acar 2010 source
- cites Fink et al. 2015 source
The Discussion (page not provided) says retrieving known ideas can be ineffective for generating highly creative ideas, which supports a narrower version of the hindrance claim. It does not say episodic memory processes have typically been characterized that way; instead, it describes constructing novel representations from episodic memory as part of effective creative idea generation. (LLM, conf=0.79)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrior research has indicated that brain regions and networks supporting semantic memory, top-down and bottom-up attention, and cognitive control are involved in divergent creative thinking.
“Prior research has indicated that brain regions and networks that support semantic memory, top-down and bottom-up attention, and cognitive control are all involved in divergent creative thinking.”
Quote in the paperNot a substantial claim2 of 3 sources checked- cites Fink et al. 2009 source
The Interim discussion links creative idea generation to semantic selection, and the General discussion links it to working memory and inhibitory top-down control. But the Introduction says generating original ideas requires a state not driven by external bottom-up stimulation; the paper does not support the claim that bottom-up attention is also involved. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Chrysikou and Thompson-Schill 2011 source
The Results and Discussion (page unavailable in our copy) link creative uncommon-use generation to posterior regions, distributed object representations, and perceptually driven attention. But the Discussion associates prefrontal filtering and cognitive control primarily with common-use retrieval, and suggests that such filtering can be counterproductive for generating uncommon uses. The source therefore does not support the claim that all the listed systems are involved in divergent creative thinking. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites Mayseless et al. 2015 source
May combine two claims.
PremisecitationESI, compared with various control inductions that do not target episodic retrieval, improves subsequent performance on tasks that involve the retrieval and reconstruction of episodic details, such as episodic remembering and imagining, means-end problem solving, and divergent thinking.
“To this end, previous behavioral work has indicated that ESI, compared with various control inductions that do not target episodic retrieval, improves subsequent performance on tasks that involve the retrieval and reconstruction of episodic details, such as episodic remembering and imagining (Madore et al. 2014), means-end problem solving (Madore and Schacter 2014) and divergent thinking (Madore”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Madore et al. 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Madore and Schacter 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Madore et al. 2015 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationEpisodic details from past versus future events do not correlate strongly with divergent thinking.
“and that episodic details from past (vs.future) events do not correlate strongly with divergent thinking (Addis et al. 2016).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Addis et al. 2016 source
The Results section reports significant correlations between all five divergent-thinking measures and detail in imagined future events, but only one significant correlation for imagined past events. It also reports that the past–future difference was not statistically significant, so the source does not establish a strong contrast between them. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
Study design and conductcitationParameters for main task trial number, length, and idea response mode were derived from AUT fMRI studies and previous induction fMRI study to ensure a methodologically sound paradigm.
“To ensure a methodologically sound paradigm, we derived our parameters for main task trial number, length, and idea response mode from AUT fMRI studies (e.g., Fink et al. 2015 for trial number; Sun et al. 2016 for trial length; Abraham et al. 2012 for response mode) and from our previous induction fMRI study (Madore et al. 2016b).”
Quote in the paperSubstantial claim2 of 3 sources checkedMay combine two claims.
PremisecitationWith respect to divergent thinking, ESI increases the production of both old ideas from memory and new ideas from imagination generated for the first time during study.
“With respect to divergent thinking, ESI increases the production of both old ideas from memory (e.g., novel uses of an object based on remembering a past experience involving that use) and new ideas from imagination generated for the first time during study”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Madore et al. 2015 source
The General Discussion reports preliminary data suggesting that ESI may boost both “old” and “new” ideas. The citing sentence presents that tentative finding as an established increase, although the paper says it requires more systematic investigation. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites Madore et al. 2016a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing). May combine two claims.
PremisecitationSome researchers have suggested that episodic retrieval is not very relevant for, and may even be a hindrance to, creative output.
“Third, researchers have tended to downplay the role of episodic memory in divergent thinking and some have suggested that episodic retrieval is not very relevant for, and may even be a hindrance to, creative output (Gilhooly et al. 2007;Runco and Acar 2010;Fink et al. 2015).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites Gilhooly et al. 2007 source
- cites Runco and Acar 2010 source
- cites Fink et al. 2015 source
The Discussion says that retrieving unusual but already-known ideas is a less effective strategy for generating highly creative ideas. That supports the narrower point about relying on old ideas, but not the claim that episodic retrieval generally hinders creativity: the Discussion also describes effective creative generation as constructing novel representations from available episodic memory. Our copy provides no page number for these passages. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationBoth the AUT and OAT involve assembling, integrating, and generating information in response to an object cue, but the AUT involves divergent thinking and episodic imagery.
“Both the AUT and OAT involve assembling, integrating, and generating information in response to an object cue, but the AUT involves divergent thinking and episodic imagery (Madore et al. 2015(Madore et al. , 2016a;;Addis et al. 2016).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites Madore et al. 2015 source
- cites Madore et al. 2016a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Addis et al. 2016 source
The Materials and Methods section (page unavailable) describes the AUT as generating multiple uses for an object, scored for divergent thinking. The paper also links AUT performance to detail in imagined episodes, but it does not establish that the AUT itself involves episodic imagery. Our copy does not describe the OAT or compare its processes with those of the AUT. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim.
Study design and conductcitationCluster-extent thresholding with Monte Carlo simulations (10,000 iterations) and estimated spatial autocorrelation values of 7.06-7.47 was used to yield a significance threshold of P < 0.05 corrected for multiple voxel-wise comparisons.
“We ran Monte Carlo simulations with 10 000 iterations with estimated spatial autocorrelation values of 7.06-7.47 to yield parameters with a significance threshold of P < 0.05 corrected for multiple voxel-wise comparisons (Slotnick et al. 2003; see Thakral et al. 2017 for a recent example of this approach).”
Quote in the paperSubstantial claim1 of 2 sources checkedThe quote only partly states this claim.
Findingown dataAn independent component representing the core network and an independent component representing the frontoparietal control network exhibited significantly stronger between-network coupling during the AUT > OAT following ESI > control induction.
“An independent component where the spatiotemporal map represented the core network (including bilateral parahippocampal gyrus, angular gyrus, medial prefrontal cortex, precuneus, and retrosplenial cortex/posterior cingulate; Benoit and Schacter 2015), and an independent component where the spatiotemporal map represented the frontoparietal control network (including bilateral lateral prefrontal”
Quote in the paperSubstantial claim1 of 2 sources checkedClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataTwo raters blind to induction independently inspected the spatial patterns and timecourses of the 26 extracted components and determined that 24 were nonartifactual, with 100% inter-rater agreement.
“Two raters blind to induction visually inspected the spatial patterns and timecourses of the 26 extracted components independently (see Kelly et al. 2010) and determined that 24 of the 26 components were nonartifactual (inter-rater agreement was 100% on which components were nonartifact and artifact).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Kelly et al. 2010 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe entire 20 s duration of each trial was modeled because previous creativity fMRI studies have used this approach consistently with similar trial lengths.
“The entire 20 s duration of each trial was modeled because previous creativity fMRI studies have used this approach consistently with similar trial lengths (cf.Fink et al. 2009Fink et al. , 2010Fink et al. , 2012Fink et al. , 2015;;Sun et al. 2016).”
Quote in the paperNot a substantial claim2 of 3 sources checked- cites Fink et al. 2009 source
The Apparatus/EEG recording section (p. 738) describes a 20-second idea-generation interval, and the Analysis of MRI data section (p. 739) says the fMRI model covered idea generation without the response period. This supports Fink et al. (2009) as a precedent for modeling a similarly timed interval, but its trials also included a 20-second fixation period and a response period. This source alone does not establish that previous studies used the approach consistently. (LLM, conf=0.83)
Experimental — accuracy not yet measured - cites Fink et al. 2010 source
- cites Sun et al. 2016 source
The fMRI task section describes 20-second task items, and the fMRI task analysis section says the task blocks were modeled with a general linear model. This supports Sun et al. as an example of a study using a similar trial length, but the paper does not establish that previous creativity fMRI studies consistently modeled the entire 20-second duration. (LLM, conf=0.82)
Experimental — accuracy not yet measured
May combine two claims.
Interpretationown dataContributions of episodic memory to tasks beyond simple remembering may be explained by an event construction account, and the patterns of data from the current study add novel support for this interpretation.
“We have recently suggested ( Schacter and Madore 2016; Madore et al. 2016b) that contributions of episodic memory to a variety of tasks beyond simple remembering, such as imagining the future, solving means-end problems, and thinking creatively, may be explained by an event construction account in particular, and we think that the patterns of data from the current study add novel support for this”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Schacter and Madore 2016 source
- cites Madore et al. 2016b
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).
PremisecitationPrevious AUT fMRI research has suggested that behavioral performance in the scanner correlates positively with output collection in a postscan interview.
“Previous AUT fMRI research (Abraham et al. 2012;Sun et al. 2016) has suggested that behavioral performance in the scanner correlates positively with output collection in a postscan interview”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Abraham et al. 2012 source
- cites Sun et al. 2016 source
The fMRI task section reports that participants’ in-scanner responses were positively correlated with the number of ideas they provided after scanning (r = 0.81, P < 0.001). It says participants wrote down those ideas after scanning; it does not describe a postscan interview. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim. May combine two claims.
Study design and conductcitationTo minimize false positives from cluster-extent thresholding, the analysis used a computational method that does not employ random-field theory, derived spatial autocorrelation values from group residual mean-square images, and used a conservative cluster-defining threshold (P < 0.001).
“To minimize false positives that can occur with cluster-extent thresholding in fMRI analyses (see Eklund et al. 2016; but also see Cox et al. 2017), we adopted a computational method that does not employ a random-field theory approach, derived our spatial autocorrelation values from the respective group residual mean-square images, and used a conservative cluster defining threshold (i.e., P < 0.00”
Quote in the paperSubstantial claim1 of 2 sources checkedMay combine two claims.
Interpretationown dataThe ESI manipulation selectively affected divergent thinking performance in an fMRI setting but did not affect performance on an object control task.
“This pattern of induction-related findings replicates and extends behavioral studies of divergent thinking (Madore et al. 2015(Madore et al. , 2016a)), and indicates for the first time that the ESI manipulation selectively affected divergent thinking performance in an fMRI setting but did not affect performance on an object control task.”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Madore et al. 2015 source
- cites Madore et al. 2016a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S1 (asserted).
PremisecitationAn experimental manipulation that facilitates detailed episodic retrieval and biases a specific retrieval orientation should facilitate performance on subsequent tasks that nominally involve episodic processing for completion, such as divergent thinking.
“we have previously hypothesized (Schacter and Madore 2016) that an experimental manipulation that facilitates detailed episodic retrieval and biases a specific retrieval orientation (Morcom and Rugg 2012) should likewise facilitate performance on subsequent tasks that nominally involve this sort of episodic processing for completion, in this case divergent thinking.”
Quote in the paperNot a substantial claim2 of 2 sources checkedMay combine two claims.
Interpretationown dataAn episodic retrieval manipulation increased not only the retrieval of old ideas but the production of new ideas that were not associated with any one particular past experience.
“That is, an episodic retrieval manipulation increased not only the retrieval of old ideas but the production of new ideas that were not associated with any one particular past experience, as in our previous induction-related behavioral work (Madore et al. 2015(Madore et al. , 2016a)).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Madore et al. 2015 source
The General Discussion (page not provided) says preliminary data suggest the induction may boost both “old” and “new” ideas. It also says the issue requires more systematic investigation; it does not establish that the new ideas were unrelated to any particular past experience. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites Madore et al. 2016a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingown dataNeural effects of the episodic manipulation were consistent with behavioral effects of enhanced idea production on divergent thinking but not object association.
“Neural effects of the episodic manipulation were consistent with behavioral effects of enhanced idea production on divergent thinking but not object association.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOver 98% of uses across the sample were deemed appropriate by the raters.
“Over 98% of uses across the sample were deemed appropriate by the raters.”
Quote in the paperNot a substantial claimMay combine two claims. The quote only partly states this claim.
Findingown dataTask effects differed significantly as a function of induction, with significantly greater BOLD activity in left anterior hippocampus, left inferior (ventrolateral), middle (dorsolateral), and superior frontal gyri, and left precentral gyrus following ESI relative to control for the AUT > OAT contrast.
“Task effects differed significantly as a function of induction, in that participants exhibited significantly greater BOLD activity in left anterior hippocampus, left inferior (i.e., ventrolateral), middle (i.e., dorsolateral), and superior frontal gyri, and left precentral”
- Also stated in: § Discussion · plain
“Critically, and as hypothesized, following ESI relative to the control induction, participants exhibited significantly greater BOLD activity in the hippocampus during divergent thinking but not an object association control task that involves semantic imagery and little divergent thinking”
Quote in the paperSubstantial claim- Also stated in: § Discussion · plain
May combine two claims.
Findingown dataParticipants generated significantly more total uses that were appropriate and fit into distinct categories for AUT cues that had come after ESI compared with the control, but did not show significant induction-related differences in total objects generated for OAT cues (induction × task interactions Fs[1,31] > 5.91, Ps < 0.021, ηp2s > 0.16).
“participants generated significantly more total uses that were also deemed appropriate and as fitting into distinct categories for those AUT cues that had come after ESI compared with the control but did not show significant induction-related differences in total objects generated for OAT cues (induction × task interactions: Fs[1, 31] > 5.91, Ps < 0.021, η p 2 s > 0.16)”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataBehavioral pilot testing on a separate batch of participants (n = 12) where button presses were provided before later verbal responses about the button presses replicated the pattern of positive correlation between scanner performance and postscan output.
“Behavioral pilot testing on a separate batch of participants (n = 12) where button presses were provided before later verbal responses about the button presses replicated this pattern.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataParticipants produced multiple responses per task per induction, with a significantly greater number of responses for the OAT relative to the AUT (P < 0.001).
“Participants also produced multiple responses per task per induction; a significantly greater number of such responses was produced for the OAT relative to the AUT (P < 0.001), as in previous work using related control tasks”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOver 98% of responses across the sample were considered objects by the raters.
“Over 98% of responses across the sample were considered objects by the raters.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataParticipants generated significantly more responses on the AUT following ESI than following the control induction in the scanner, and did not differ in the number of responses generated on the OAT as a function of induction (induction × task interaction F[1,31]=5.24, P=0.029, ηp2=0.15).
“participants generated significantly more responses on the AUT following ESI relative to the control induction in the scanner, and did not differ in the number of responses generated on the OAT as a function of induction (induction × task interaction: F[1, 31] = 5.24, P = 0.029, η p 2 = 0.15)”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThere was significantly less output in the postscan interview for the AUT and OAT than button presses in the scanner (P < 0.001), and this did not vary significantly as a function of induction (P = 0.68).
“Relatedly, there was significantly less output in the postscan interview for the AUT and OAT than button presses in the scanner (P < 0.001), as in previous related fMRI work (Abraham et al. 2012), and this did not vary significantly as a function of induction (P = 0.68).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Abraham et al. 2012 source
The quote only partly states this claim.
Findingown dataAverage elaboration and creativity ratings for total uses did not vary significantly as a function of induction (Ps > 0.76).
“Total uses were scored as”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataParticipants found generating AUT responses in the scanner to be somewhat difficult and OAT responses a little difficult, and the AUT was rated as significantly more difficult than the OAT (P < 0.001).
“Specifically, participants found generating AUT responses in the scanner to be somewhat difficult and OAT responses a little difficult; as in previous related work (Abraham et al. 2012), the AUT was rated as significantly more difficult than a related control task (P < 0.001).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Abraham et al. 2012 source
May combine two claims.
Findingown dataIdeas generated following ESI and the control induction were both rated as 'a little' to 'somewhat creative' by blind raters and as 'creative' by participants themselves.
“ideas generated following ESI and the control induction were both rated as”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCorrelations between total output in the postscan interview for the AUT and OAT and total button presses in the scanner were significantly positive (r = 0.67, P < 0.001 for AUT and r = 0.63, P < 0.001 for OAT).
“Correlations between total output in the postscan interview for the AUT and OAT and total button presses in the scanner were also significantly positive (r = 0.67, P < 0.001 for AUT and r = 0.63, P < 0.001 for OAT).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationEpisodic memory is a neurocognitive system classically characterized as supporting the recollection of past experiences specific to a time and place.
“Episodic memory is a neurocognitive system that is classically characterized as supporting the recollection of past experiences specific to a time and place (Tulving 1983(Tulving , 2002)).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Tulving 1983
- cites Tulving 2002 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationParticular episodic memories are drawn on infrequently during divergent thinking.
“Second, behavioral work has shown that particular episodic memories are drawn on infrequently during divergent thinking (Gilhooly et al. 2007)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gilhooly et al. 2007 source
Probably not a substantial claim: may not pass S4 (based).
Premisenone givenNeuroimaging work implicating the core network and medial temporal lobe subsystem in divergent thinking has not been linked specifically to behavioral indices of episodic retrieval.
“First, neuroimaging work that implicates the core network and medial temporal lobe subsystem in divergent thinking has not been linked specifically to behavioral indices of episodic retrieval.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMedial temporal lobe structures have been associated with both semantic and episodic memory.
“Moreover, medial temporal lobe structures have been associated with both semantic and episodic memory (Eichenbaum and Cohen 2001).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Eichenbaum and Cohen 2001 source
Classified as probably not a substantial claim. May combine two claims.
Study design and conductnone givenThe impressions control did not facilitate detailed episodic retrieval and did not include mental imagery probes.
“This induction did not facilitate detailed episodic retrieval and did not include mental imagery probes.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationIn previous work, the ESI has produced consistent increases in the episodic detail of remembered and imagined events as measured by the AI, as well as key generative measures of divergent creative thinking.
“In our previous work, the ESI has produced consistent increases in the episodic detail of remembered and imagined events as measured by the AI (Levine et al. 2002), as well as key generative measures of divergent creative thinking.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Levine et al. 2002 source
May combine two claims.
PremisecitationImagined events contained more episodic but not semantic details following ESI and were not rated as more similar to past experiences or thoughts than imagined events following a control induction.
“Imagined events contained more episodic-but not semantic-details following ESI and were not rated as more similar to past experiences or thoughts than imagined events following a control induction.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Madore et al. 2016b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S1 (asserted).
PremisereasoningThe biasing of a specific retrieval orientation via ESI should show differential effects on subsequent tasks where an episodic retrieval orientation is invoked relative to tasks where it is not.
“The biasing of a specific retrieval orientation via ESI should show differential effects on subsequent tasks where an episodic retrieval orientation is invoked relative to tasks where it is not.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe 72 cues did not differ significantly with respect to number of syllables or words per cue.
“The cues were divided into 4 lists of 18, and did not differ significantly with respect to number of syllables (M = 1.93,SD = 0.83) or words (M = 1.26,SD = 0.44) per cue.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Premisenone givenCognitive tasks that involve episodic memory should be affected by an ESI when given prior to task completion, whereas cognitive tasks that do not involve episodic memory should not be affected by an ESI prior to task completion.
“The logic of this approach is straightforward: cognitive tasks that involve episodic memory should be affected by an ESI when given prior to task completion, whereas cognitive tasks that do not involve episodic memory should not be affected by an ESI prior to task completion.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe ESI was comprised of a set of questions derived from the Cognitive Interview, a forensic protocol that has been found to reliably boost accurate details of eyewitness memory.
“The ESI was comprised of a set of questions derived from the Cognitive Interview (CI), a forensic protocol that has been found to reliably boost accurate details of eyewitness memory (Fisher and Geiselman 1992).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fisher and Geiselman 1992
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
Study design and conductnone givenNone of the cues were related to the content of the videos.
“None of the cues were related to the content of the videos.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataParticipants generated their first response early in the 20 s trial window (e.g., 3-4 s) and their last response late in the trial window (e.g., 15-16 s), and first and last reaction times did not vary significantly as a function of induction (Ps > 0.21).
“Participants also generated their first response early in the 20 s trial window (e.g., 3-4 s) and their last response late in the trial window (e.g., 15-16 s); first and last reaction times did not vary significantly as a function of induction (Ps > 0.21).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenNone of the participants had completed previous ESI experiments.
“None of the participants had completed previous ESI experiments.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThe finding of greater left anterior hippocampal activity during divergent thinking following ESI replicates and extends previous fMRI results on ESI and future event simulation to divergent thinking, and lends support to current conceptual frameworks focused on the role of the hippocampus in flexible cognition.
“This finding replicates and extends our previous fMRI results on ESI and future event simulation (Madore et al. 2016b) to divergent thinking, and lends support to current conceptual frameworks and data patterns focused on the role of the hippocampus in flexible cognition”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Madore et al. 2016b
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). May combine two claims.
Study design and conductnone givenParticipants gave written informed consent and were treated in a manner approved by Harvard University's ethics committee.
“Participants gave written informed consent and were treated in a manner approved by Harvard University's ethics committee.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataWe did not examine BOLD activity associated with each particular button press within each trial because differences emerged for this variable on the alternate uses task as a function of induction, which could skew results in terms of the number of trials modeled per induction.
“It should be noted that we did not examine BOLD activity associated with each particular button press within each trial because differences emerged for this variable on the alternate uses task as a function of induction, which could skew results in terms of the number of trials modeled per induction.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenFive additional participants completed the study but were excluded from analyses due to excessive movement in the scanner (n = 4) or task noncompliance (n = 1).
“Five additional participants completed the study but were excluded from analyses due to excessive movement in the scanner (n = 4) or task noncompliance (n = 1).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenAll reported fMRI results are derived from statistical parameters that survive a significance threshold of P < 0.05 corrected for multiple voxel-wise comparisons or multiple component comparisons.
“All reported results are derived from statistical parameters that survive a significance threshold of P < 0.05 corrected for multiple voxel-wise comparisons or multiple component comparisons, respectively.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataParticipants rated themselves as engaged on task for at least 17 out of 18 trials per task per induction during scanning, with no significant differences (Ps > 0.12).
“Participants rated themselves as engaged on task for at least 17 out of 18 trials per task per induction during scanning (Ps > 0.12).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe results are collapsed across induction order because it did not affect behavioral or neural outcomes significantly.
“The results are collapsed across the variable of induction order (i.e., specificity followed by control versus control followed by specificity) because it did not affect behavioral or neural outcomes significantly.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenTwo independent raters blind to induction and hypothesis later scored postscan responses.
“we had 2 independent raters blind to induction and hypothesis later score postscan responses to further characterize performance.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationcitationThe core network component excluded the hippocampus, which may have resulted from this region exhibiting a different temporal profile of task-related activation from other core network regions.
“It should be noted that the core network component excluded the hippocampus, which may have resulted from this region exhibiting a different temporal profile of task-related activation from other core network regions (for related evidence, see Roberts et al. 2017).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Roberts et al. 2017
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).
Study design and conductown dataThe 2 raters obtained high inter-rater reliability (Cronbach's αs > 0.91 on all measures) on practice scoring of 20 responses from an independent dataset.
“Before scoring of the experimental trials commenced, the 2 raters individually completed practice scoring on 20 responses from an independent dataset and obtained high inter-rater reliability (Cronbach's αs > 0.91 on all measures).”
Quote in the paperNot a substantial claimMay combine two claims. The quote only partly states this claim.
Study design and conductown dataDifferences in task difficulty do not explain the induction-related behavioral and neural findings, as covarying out task difficulty ratings yielded the same results.
“We ruled out differences in task difficulty as an alternative explanation for induction-related effects.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataFunctional coupling extended into a rest period between a hippocampal seed and lateral prefrontal cortex, which suggests short-term functional reorganization of core and control networks following ESI.
“We also found evidence that functional coupling extended into a rest period (with a hippocampal seed on the one hand and a cluster of voxels in lateral prefrontal cortex on the other), which suggests that there is short-term, functional reorganization of core and control networks following ESI.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningBecause ESI is presented as a verbal interview between research assistant and participant, it was not possible to scan participants during the induction phase of the experiment.
“because ESI is currently presented as a verbal interview between research assistant and participant, it was not possible to scan participants during the induction phase of the experiment (due to reduced sound quality and increased head motion impacting data collection and analyses).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductreasoningIt is unclear whether the ESI itself or the after effects of the ESI manipulation during the main tasks drives the later resting-state findings, so the resting-state results should be interpreted cautiously.
“we are cautious in interpreting too heavily the resting-state results because it is unclear whether it is the ESI itself or the after effects of the ESI manipulation during the main tasks that drives the later resting-state findings.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe data suggest that participants performed the main tasks in the scanner adequately and reported relevant information in the postscan interview about their task performance in the scanner.
“These aspects of the data suggest that participants performed the main tasks in the scanner adequately and reported relevant information in the postscan interview about their task performance in the scanner.”
Quote in the paperSubstantial claim
The authors state this as an assumption.
The number of button presses is an indirect measure of the amount of information generated and potentially encoded during each task block.
“the number of button presses, which served as an indirect measure of the amount of information that was generated and thus potentially encoded during each task block.”
“i.e., assumed to reflect generation, and potential encoding, rather than a shift in retrieval orientation”
The paper relies on this without support.
Previous neuroimaging studies of divergent thinking have not verified or ruled out that lateral prefrontal and hippocampal activation are attributable at least in part to successful encoding during task performance.
“previous neuroimaging studies of divergent thinking have not verified or ruled out the possibility that lateral prefrontal and hippocampal activation are attributable at least in part to successful encoding during task performance, along with generation as hypothesized.”
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BackgroundInfluentialSelf-citationMemory failure predicted by attention lapsing and media multitasking
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The role of memory in creative ideation
Benedek, M., Beaty, R. E., Schacter, D. L., & Kenett, Y. N. (2023) · Nature Reviews Psychology · doi:10.1038/s44159-023-00158-z · Cited by 177 · see citing works
Self-citationKleinmintz, O. M., Ivancovsky, T., & Shamay‐Tsoory, S. (2018) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2018.11.004 · Cited by 169 · see citing works
Spontaneous and deliberate creative cognition during and after psilocybin exposure
Mason, N. L., Kuypers, K. P. C., Reckweg, J. T., Müller, F., Tse, D. H. Y., Rios, B. D., Toennes, S. W., Stiers, P. L. J., Feilding, A., & Ramaekers, J. G. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01335-5 · Cited by 129 · see citing works
An integrative memory model of recollection and familiarity to understand memory deficits
Bastin, C., Besson, G., Simon, J., Delhaye, E., Geurten, M., Willems, S. J., & Salmon, É. (2019) · Behavioral and Brain Sciences · doi:10.1017/s0140525x19000621 · Cited by 121 · see citing works
Aphantasia: In search of a theory
Blomkvist, A. (2022) · Mind & Language · doi:10.1111/mila.12432 · Cited by 109 · see citing works
“In cases of semantic dementia, episodic memory can remain intact whilst semantic memory is severely impaired (Irish et al., 2012; Madore et al., 2019), and in cases of episodic amnesia due to trauma, semantic memory remains intact whilst episodic memory is severely impaired (Rosenbaum et al.”
BackgroundBrain connectivity–based prediction of real-life creativity is mediated by semantic memory structure
Ovando‐Tellez, M., Kenett, Y. N., Benedek, M., Bernard, M., Belo, J., Béranger, B., Bieth, T., & Emmanuelle Volle, C. (2022) · Science Advances · doi:10.1126/sciadv.abl4294 · Cited by 103 · see citing works
Beaty, R. E., Chen, Q., Christensen, A. P., Kenett, Y. N., Silvia, P. J., Benedek, M., & Schacter, D. L. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.116499 · Cited by 103 · see citing works
Self-citationBenedek, M., Jurisch, J., Koschutnig, K., Fink, A., & Beaty, R. E. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.116586 · Cited by 94 · see citing works
“This notion is consistent with previous research showing that the core network of episodic memory and simulation is consistently involved in divergent thinking (Beaty et al., 2018; Madore et al., 2017) and that particularly the left inferior parietal lobe is crucial to the generation of novel ideas (Benedek et al.”
Self-citationThakral, P. P., Madore, K. P., Kalinowski, S. E., & Schacter, D. L. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2003535117 · Cited by 83 · see citing works
“Third, ESI-related evidence stems from a global manipulation of episodic processing, and it is also unclear whether the hippocampus, or other brain regions involved in episodic retrieval, underlie the manipulation’s efficacy (26, 27).”
BackgroundMethodResultInfluentialSelf-citationChen, Q., Beaty, R. E., & Qiu, J. (2020) · Human Brain Mapping · doi:10.1002/hbm.25025 · Cited by 91 · see citing works
Self-citationRen, J., Huang, F., Zhou, Y., Zhuang, L., Xu, J., Gao, C., Qin, S., & Luo, J. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.116751 · Cited by 88 · see citing works
Memory and Imagination: Perspectives on Constructive Episodic Simulation
Schacter, D. L., & Addis, D. R. (2020) · The Cambridge Handbook of the Imagination · doi:10.1017/9781108580298.008 · Cited by 91 · see citing works
Self-citationCore Network Contributions to Remembering the Past, Imagining the Future, and Thinking Creatively
Beaty, R. E., Thakral, P. P., Madore, K. P., Benedek, M., & Schacter, D. L. (2018) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01327 · Cited by 84 · see citing works
“Our results also complement the recent fMRI evidence discussed in the Introduction (Madore et al., 2017), showing that when participants were scanned while engaged in divergent thinking following an ESI, there was increased activation within the left anterior hippocampus—a region involved in episodic memory that also…”
InfluentialSelf-citationNeuroimaging predictors of creativity in healthy adults
Sunavsky, A., & Poppenk, J. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2019.116292 · Cited by 82 · see citing works
Gerver, C. R., Griffin, J. W., Dennis, N. A., & Beaty, R. E. (2023) · Psychonomic Bulletin & Review · doi:10.3758/s13423-023-02303-4 · Cited by 93 · see citing works
“Further, an fMRI study of divergent thinking found that the ESI engages the hippocampus (Madore et al., 2019).”
Self-citationUse or Consequences: Probing the Cognitive Difference Between Two Measures of Divergent Thinking
Hass, R. W., & Beaty, R. E. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.02327 · Cited by 72 · see citing works
Self-citationBeaty, R. E., Kenett, Y. N., Hass, R. W., & Schacter, D. L. (2022) · Thinking & Reasoning · doi:10.1080/13546783.2022.2076742 · Cited by 75 · see citing works
“Recent studies have shown that an episodic specificity induction that biases reliance on episodic retrieval (Schacter & Madore, 2016) produces an increase in subsequent fluency and flexibility on the AUT (Madore et al., 2015; Madore et al., 2019).”
BackgroundSelf-citationA shared novelty-seeking basis for creativity and curiosity
Ivancovsky, T., Baror, S., & Bar, M. (2023) · Behavioral and Brain Sciences · doi:10.1017/s0140525x23002807 · Cited by 62 · see citing works
Age-related differences in the neural correlates of vivid remembering
Folville, A., Bahri, M. A., Delhaye, E., Salmon, É., D’Argembeau, A., & Bastin, C. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.116336 · Cited by 54 · see citing works
“, 2003), similarly to recent studies (Ford and Kensinger, 2016; Madore et al., 2017).”
Madore, K. P., Jing, H. G., & Schacter, D. L. (2018) · Memory · doi:10.1080/09658211.2018.1502322 · Cited by 53 · see citing works
“, Madore & Schacter, 2014) and unusual uses for common objects (e.g., Madore et al., 2015; Madore et al., 2017).”
BackgroundSelf-citationZhuang, K., Yang, W., Li, Y., Zhang, J., Chen, Q., Meng, J., Wei, D., Sun, J., He, L., Mao, Y., et al. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117632 · Cited by 56 · see citing works
The language of creativity: Evidence from humans and large language models
Orwig, W., Edenbaum, E. R., Greene, J. D., & Schacter, D. L. (2024) · The Journal of Creative Behavior · doi:10.1002/jocb.636 · Cited by 56 · see citing works
Self-citationPrefrontal contributions to the stability and variability of thought and conscious experience
Zamani, A., Carhart-Harris, R. L., & Kalina Christoff, A. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-021-01147-7 · Cited by 45 · see citing works
Lloyd-Cox, J., Chen, Q., & Beaty, R. E. (2022) · Cortex · doi:10.1016/j.cortex.2022.08.008 · Cited by 48 · see citing works
“…generative stage, but one that is not primarily dependent on the DMN, and requires ECN-based processes to initiate creative search, monitor for unoriginal ideas, and drive association-making in the most fruitful directions (Kenett et al., 2018; Madore, Thakral, Beaty, Addis, & Schacter, 2017).”
BackgroundSelf-citationMarron, T. R., Berant, E., Axelrod, V., & Faust, M. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117064 · Cited by 43 · see citing works
On the Dependability and Feasibility of Layperson Ratings of Divergent Thinking
Hass, R. W., Rivera, M., & Silvia, P. J. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01343 · Cited by 41 · see citing works
Thakral, P. P., Madore, K. P., & Schacter, D. L. (2019) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2019.107263 · Cited by 40 · see citing works
Self-citationReadiness to remember: predicting variability in episodic memory
Madore, K. P., & Wagner, A. D. (2022) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2022.05.006 · Cited by 37 · see citing works
Self-citationAbrahan, V. D., Shifres, F., & Justel, N. R. (2020) · Cognitive Processing · doi:10.1007/s10339-020-00993-5 · Cited by 40 · see citing works
“Divergent thinking, the ability to generate ideas, was significantly associated with episodic memory (Addis et al. 2016; Madore et al. 2019).”
Vartanian, O. A. (2021) · Cambridge University Press eBooks · doi:10.1017/9781108776721.007 · Cited by 38 · see citing works
Sawczak, C., McAndrews, M. P., Gaesser, B., & Moscovitch, M. (2019) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2019.107243 · Cited by 33 · see citing works
Divergent thinking and constructing future events: dissociating old from new ideas
Thakral, P. P., Yang, A. C., Addis, D. R., & Schacter, D. L. (2021) · Memory · doi:10.1080/09658211.2021.1940205 · Cited by 36 · see citing works
“These effects of the ESI were specific to episodic and divergent thinking: ESI effects were not observed on tasks that do not draw on episodic processing (e.g., describing a picture; Madore et al., 2014) or divergent thinking (e.g., on the Remote Associates Task, a standard test of convergent creative thinking; Mednic…”
BackgroundInfluentialSelf-citationBeaty, R. E., Kenett, Y. N., Hass, R. W., & Schacter, D. L. (2019) · doi:10.31234/osf.io/pfz2g · Cited by 31 · see citing works
Self-citationImplicit Memory, Constructive Memory, and Imagining the Future: A Career Perspective
Schacter, D. L. (2018) · Perspectives on Psychological Science · doi:10.1177/1745691618803640 · Cited by 33 · see citing works
Self-citationCreativity in verbal associations is linked to semantic control
Krieger‐Redwood, K., Steward, A., Gao, Z., Wang, X., Halai, A. D., Smallwood, J., & Jefferies, E. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhac405 · Cited by 35 · see citing works
“Finally, while previous studies have increased creativity using episodic induction prior to creative idea generation (Beaty et al., 2020; Madore et al., 2015; 2016a; 2016b; 2019), episodic memory was linked to less unique responses in our study.”
BackgroundBeyond alpha-band: The neural correlate of creative thinking
Mazza, A., Monte, O. D., Schintu, S., Colombo, S., Michielli, N., Sarasso, P., Törlind, P., Cantamessa, M., Montagna, F., & Ricci, R. (2022) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2022.108446 · Cited by 33 · see citing works
“…activity, much more than convergent thinking , as it recruits several cognitive sub-processes such as memory retrieval, top-down sensory inhibition, internally directed cognition, mental imagery, and loose semantic associations (Benedek, 2018; Madore et al., 2019; Lucchiari et al., 2018).”
Episodic specificity induction and scene construction: Evidence for an event construction account
Madore, K. P., Jing, H. G., & Schacter, D. L. (2018) · Consciousness and Cognition · doi:10.1016/j.concog.2018.12.001 · Cited by 33 · see citing works
Self-citationNeurophysiological indicators of internal attention: An fMRI–eye-tracking coregistration study
Ceh, S. M., Annerer‐Walcher, S., Koschutnig, K., Körner, C., Fink, A., & Benedek, M. (2021) · Cortex · doi:10.1016/j.cortex.2021.07.005 · Cited by 34 · see citing works
The effect of semantic memory degeneration on creative thinking: A voxel-based morphometry analysis
Paulin, T., Roquet, D., Kenett, Y. N., Savage, G. R., & Irish, M. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117073 · Cited by 30 · see citing works
The contribution of the lesion approach to the neuroscience of creative cognition
Ovando‐Tellez, M., Bieth, T., Bernard, M., & Emmanuelle Volle, C. (2018) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2018.10.011 · Cited by 30 · see citing works
“The lateral PFC region may be especially recruited for inhibition of dominant responses [20], controlled retrieval [23,24], and selection or evaluation processes [32].”
BackgroundThe proportion and creativity of “old” and “new” ideas: Are they related to fluid intelligence?
Геннадьевич, М. К., & Shcherbakova, O. (2019) · Intelligence · doi:10.1016/j.intell.2019.101384 · Cited by 24 · see citing works
Effects of Transcranial Direct Current Stimulation on Brain Networks Related to Creative Thinking
Koizumi, K., Ueda, K., Li, Z., & Nakao, M. (2020) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2020.541052 · Cited by 24 · see citing works
Using fMRI to deepen our understanding of design fixation
Fu, K. K., Sylcott, B., & Das, K. (2019) · Design Science · doi:10.1017/dsj.2019.21 · Cited by 25 · see citing works
“found an activity in the hippocampus, an indication that episodic retrieval may play an important role in idea generation, in addition to frontoparietal network activation (Madore et al. 2017).”
BackgroundThakral, P. P., Madore, K. P., Devitt, A. L., & Schacter, D. L. (2019) · Journal of Experimental Psychology General · doi:10.1037/xge0000577 · Cited by 24 · see citing works
“Second, Madore et al. (2015, 2016a, 2017) scored the divergent thinking task both as a function of the quantity of uses generated (e.g., the number of categories of appropriate uses) as well as the quality of uses generated (e.g., ratings of creativity).”
BackgroundResultSelf-citationRen, J., Huang, F., Gao, C., Gott, J., Schoch, S. F., Qin, S., Dresler, M., & Luo, J. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhac129 · Cited by 23 · see citing works
“As a growing number of studies have showed that memory shares common neural networks with creativity, especially in the MTL (Madore et al. 2017; Beaty et al. 2018), it is necessary to investigate the role of the lateralization of MTL function in the creativity processing, which has so far never…”
BackgroundKuang, C., Chen, J., Chen, J., Shi, Y., Huang, H., Jiao, B., Lin, Q., Rao, Y., Liu, W., Zhu, Y., et al. (2022) · Human Brain Mapping · doi:10.1002/hbm.26029 · Cited by 23 · see citing works
Zhang, Z., Liu, L., Li, Y., Tan, T., Niki, K., & Luo, J. (2020) · Hippocampus · doi:10.1002/hipo.23253 · Cited by 21 · see citing works
Does Episodic Retrieval Contribute to Creative Writing? An Exploratory Study
van Genugten, R. D. I., Beaty, R. E., Madore, K. P., & Schacter, D. L. (2021) · Creativity Research Journal · doi:10.1080/10400419.2021.1976451 · Cited by 21 · see citing works
“When participants complete the AUT, an ESI increases activity in memory-related brain regions when compared to the control induction (Madore, Thakral, Beaty, Addis, & Schacter, 2019).”
BackgroundResultSelf-citationSacheli, L. M., Tomasetig, G., Musco, M. A., Pizzi, S., Bottini, G., Pizzamiglio, L., & Paulesu, E. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2022.104768 · Cited by 25 · see citing works
Linking creativity and false memory: Common consequences of a flexible memory system
Thakral, P. P., Devitt, A. L., Brashier, N. M., & Schacter, D. L. (2021) · Cognition · doi:10.1016/j.cognition.2021.104905 · Cited by 18 · see citing works
“For example, two prior studies have demonstrated that the specificity induction modulates hippocampal activity, and that these induction-related increases in neural activity are linked to the inductionrelated behavioral increases in both episodic detail for imagined events and quantitative divergent thinking (Madore e…”
ResultSelf-citationIntentionality of Self-Generated Thought: Contributions of Mind Wandering to Creativity
Orwig, W., Diez, I. P., Bueichekú, E., Kelly, C., Sepulcre, J., & Schacter, D. L. (2022) · Creativity Research Journal · doi:10.1080/10400419.2022.2120286 · Cited by 20 · see citing works
Self-citationBrain Connectivity-Based Prediction of Combining Remote Semantic Associates for Creative Thinking
Ovando‐Tellez, M., Kenett, Y. N., Benedek, M., Bernard, M., Belo, J., Béranger, B., Bieth, T., & Volle, E. (2023) · Creativity Research Journal · doi:10.1080/10400419.2023.2192563 · Cited by 18 · see citing works
Neural, genetic, and cognitive signatures of creativity
Liu, C., Zhuang, K., Zeitlen, D. C., Chen, Q., Wang, X., Feng, Q., Beaty, R. E., & Qiu, J. (2024) · Communications Biology · doi:10.1038/s42003-024-07007-6 · Cited by 25 · see citing works
“Collecting individuals ’ ratings of the originality of their answers based on personal meaning can re fl ect their own creative processes and internal reward mechanisms, revealing their self-perception of creative performance (K 86,87 ).”
BackgroundSelf-citationGerver, C. R., Griffin, J. W., Dennis, N. A., et al. (2022) · doi:10.31234/osf.io/ag5q9 · Cited by 19 · see citing works
Self-citationChen, Q., He, R., Sun, J., Ding, K., Wang, X., He, L., Zhuang, K., Lloyd-Cox, J., & Qiu, J. (2023) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2023.108487 · Cited by 17 · see citing works
Sun, J., He, L., Chen, Q., Yang, W., Wei, D., & Qiu, J. (2021) · Human Brain Mapping · doi:10.1002/hbm.25693 · Cited by 18 · see citing works
“During the evaluation process about creativity, people assess the efficacy of their potential creative opinions, select and modify these opinions to meet the goal of a creativity task (Christensen et al., 2018; Madore et al., 2019; Sowden et al., 2015).”
BackgroundDoes Visual Fixation Affect Idea Fixation?
Kwon, E., Ryan, J. D., Bazylak, A., & Shu, L. H. (2019) · Journal of Mechanical Design · doi:10.1115/1.4045600 · Cited by 17 · see citing works
The neural basis of creative production: A cross-modal ALE meta-analysis
Brown, S., & Kim, E. (2021) · Open Psychology · doi:10.1515/psych-2020-0114 · Cited by 16 · see citing works
The role of the default mode network in creativity
Luchini, S. A., Emmanuelle Volle, C., & Beaty, R. E. (2025) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2025.101551 · Cited by 16 · see citing works
Self-citationXie, C., Luchini, S. A., Beaty, R. E., Du, Y., Liu, C., & Li, Y. (2022) · Creativity Research Journal · doi:10.1080/10400419.2022.2108265 · Cited by 17 · see citing works
“The DMN has been linked to semantic and episodic memory retrieval (Buckner et al., 2008; Raichle, 2015), which has been shown to underpin creative thinking (Beaty et al., 2020; Madore, Thakral, Beaty, Addis, & Schacter, 2019).”
MethodSelf-citationMetsämuuronen, J., & Räsänen, P. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.02543 · Cited by 15 · see citing works
“Foremost, using narratives and stories may be strictly connected with the essential procedures of the long-term memory, namely, with our declarative memory, more specifically, with the episodic or narrative memory (see Schacter et al., 2007; Squire, 2009; Eysenck and Keane, 2010; Madore et al., 2017).”
MethodHao, X., Geng, F., Wang, T., Hu, Y., & Huang, K. (2021) · Neuroscience · doi:10.1016/j.neuroscience.2021.08.015 · Cited by 14 · see citing works
Individuals with highly superior autobiographical memory do not show enhanced creative thinking
Daviddi, S., Orwig, W., Palmiero, M., Campolongo, P., Schacter, D. L., & Santangelo, V. (2022) · Memory · doi:10.1080/09658211.2022.2094416 · Cited by 13 · see citing works
Self-citationConstructive Memory and Conscious Experience
Schacter, D. L., & Thakral, P. P. (2024) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_02201 · Cited by 13 · see citing works
“…a standard test of divergent thinking that involves generating alternative uses of objects (Alternate Uses Test [AUT]) increases following an ESI versus a control induction, and that the hippocampus plays a role in the ESI-related performance boost (Madore, Thakral, Beaty, Addis, & Schacter, 2019).”
BackgroundSelf-citationFlexible reconfiguration of functional brain networks as a potential neural mechanism of creativity
Li, J., Orlov, N. D., Wang, Z., Jiao, B., Wang, Y., Xu, H., Yang, H., Huang, Y., Sun, Y. H., Zhang, P., et al. (2020) · Brain Imaging and Behavior · doi:10.1007/s11682-020-00388-2 · Cited by 12 · see citing works
Sofis, M. J., Lemley, S. M., Jacobson, N. C., & Budney, A. J. (2021) · Experimental and Clinical Psychopharmacology · doi:10.1037/pha0000501 · Cited by 12 · see citing works
Thakral, P. P., Barberio, N. M., Devitt, A. L., & Schacter, D. L. (2022) · Memory & Cognition · doi:10.3758/s13421-022-01377-0 · Cited by 12 · see citing works
Self-citationDing, K., He, R., Wang, X., Chen, Q., & Kenett, Y. N. (2024) · Cerebral Cortex · doi:10.1093/cercor/bhae219 · Cited by 11 · see citing works
Ramey, M. M., & Zabelina, D. L. (2024) · Memory & Cognition · doi:10.3758/s13421-023-01493-5 · Cited by 11 · see citing works
“In addition to functional overlap, the neural mechanisms underlying episodic memory retrieval have been shown to support divergent thinking performance as well (e.g., via TMS manipulations; Ellamil et al., 2012; Madore et al., 2019; Thakral et al., 2020).”
Creativity at rest: Exploring functional network connectivity of creative experts
Orwig, W., Setton, R., Diez, I. P., Bueichekú, E., Meyer, M. L., Tamir, D., Sepulcre, J., & Schacter, D. L. (2023) · Network Neuroscience · doi:10.1162/netn_a_00317 · Cited by 9 · see citing works
“Emerging behavioral and neuroimaging research point to a conjunction between episodic retrieval, future imagination, and divergent creative thinking by identifying common engagement of the hippocampus and default network regions (Beaty et al., 2018; Madore et al., 2019; Thakral et al., 2020).”
BackgroundSelf-citationDynamic reconfiguration of default and frontoparietal network supports creative incubation
Li, Z., Zhang, Z., Tan, T., & Luo, J. (2025) · NeuroImage · doi:10.1016/j.neuroimage.2025.121021 · Cited by 9 · see citing works
Christensen, A. P., Benedek, M., Silvia, P. J., & Beaty, R. E. (2019) · doi:10.31234/osf.io/n438d · Cited by 8 · see citing works
“This proposition extends to other cognitive mechanisms such as conceptual expansion (Abraham, 2014a, 2018) and episodic simulation (Madore et al., 2017).”
BackgroundSelf-citationCheng, Y.-T., Tsai, W.-C., Chung, D. W. K., & Liang, R. (2018) · ACM Conference Companion Publication on Designing Interactive Systems (DIS Companion) · doi:10.1145/3197391.3205429 · Cited by 8 · see citing works
“In psychology, evidence shows that recollecting episodic details can help people imagine possible future scenarios in more detail and boost their performance on divergent thinking [10, 11], which is a different aspect of creativity from semantic association .”
BackgroundPeña, J., Muthalib, M., Beaty, R. E., Sampedro, A., Ibarretxe‐Bilbao, N., Zubiaurre‐Elorza, L., García‐Guerrero, M. A., Cortazar, I., Niso, M., & Ojeda, N. (2023) · Creativity Research Journal · doi:10.1080/10400419.2023.2219953 · Cited by 7 · see citing works
Self-citationCreating empathy for the more-than-human under 2 degrees heating
Rock, J., & Gilchrist, E. (2021) · Journal of Environmental Studies and Sciences · doi:10.1007/s13412-021-00718-w · Cited by 7 · see citing works
Fenerci, C., & Sheldon, S. (2022) · Memory · doi:10.1080/09658211.2022.2032178 · Cited by 6 · see citing works
Functional activity and connectivity during ideation in professional product design engineers
Campbell, G., Hay, L., Gilbert, S. J., McTeague, C. P., Coyle, D., & Grealy, M. (2024) · Design Studies · doi:10.1016/j.destud.2024.101247 · Cited by 6 · see citing works
François, S., Angel, L., Salmon, É., Bastin, C., & Collette, F. (2018) · Brain and Cognition · doi:10.1016/j.bandc.2018.07.004 · Cited by 6 · see citing works
Cortical differential responses during divergent thinking tasks after creativity stimulation.
Hamid, K. A., Yusoff, A. N., Rahman, S., Osman, S. S., Azmi, N. H., Surat, S., & Marzuki, M. A. (2019) · Psychology & Neuroscience · doi:10.1037/pne0000168 · Cited by 6 · see citing works
Autonomy and control across cognition
Barr, N., Beaty, R. E., & Seli, P. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-816400-6.00002-x · Cited by 6 · see citing works
Self-citationGrecucci, A., Rastelli, C., Bacci, F., Melcher, D., & Pisapia, N. D. (2023) · Sensors · doi:10.3390/s23094199 · Cited by 5 · see citing works
“Activation in the left anterior hippocampus of the TL has been linked to the formation of novel conceptual combinations [40].”
Background“My Brain Said That … ”: A Qualitative Study of Sources of Children’s Creative Ideas
Berthiaume, K., Acar, S., & Dumas, D. (2024) · Creativity Research Journal · doi:10.1080/10400419.2024.2336739 · Cited by 5 · see citing works
“…foresight (Atance & O’Neill, 2001, 2005; Coughlin, Robins, & Ghetti, 2019), in the sense that memories and content from past experiences are conjured and integrated to pre-experience or support simulations of future events (Madore, Thakral, Beaty, Addis, & Schacter, 2019; Tulving, 1985, 2002).”
Implementation of Design Thinking to Support Creativity-Oriented Learning: A Literature Review
Syaflita, D., Efendi, R., Muslim, M., et al. (2024) · Jurnal Penelitian Pendidikan IPA · doi:10.29303/jppipa.v10i4.6788 · Cited by 5 · see citing works
“In the realm of brain function, functional neuroimaging studies indicate that activity in the lateral prefrontal, anterior cingulate, and posterior parietal and temporal cortices forms the basis of the divergent thinking process (Madore et al., 2019).”
BackgroundLi, X., Li, Y., Wang, X., Bai, H., Deng, W., Cai, N., & Hu, W. (2022) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2022.108239 · Cited by 5 · see citing works
A Closer Look at Transitions between the Generative and Evaluative Phases of Creative Thought
Zamani, A., Mills, C., Girn, M., & Kalina Christoff, A. (2023) · Routledge eBooks · doi:10.4324/9781003009351-29 · Cited by 9 · see citing works
Constructive Episodic Simulation: Cognitive and Neural Processes
van Genugten, R. D. I., & Schacter, D. L. (2021) · Springer eBooks · doi:10.1007/978-3-030-51890-5_22 · Cited by 5 · see citing works
Self-citationCommon neural activations of creativity and exploration: A meta-analysis of task-based fMRI studies
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Peering into the future: Eye movements predict neural repetition effects during episodic simulation
Setton, R., Wynn, J. S., & Schacter, D. L. (2024) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2024.108852 · Cited by 4 · see citing works
Self-citationHsu, W.-C., & Yeh, Y. (2024) · IBRO Neuroscience Reports · doi:10.1016/j.ibneur.2024.03.006 · Cited by 4 · see citing works
“…functional magnetic resonance imaging (fMRI) have explored the neural processes underlying creative thinking (Khalil et al., 2023; Kleinmintz et al., 2019; Madore et al., 2019; Palmiero et al., 2022; Ren et al., 2023; Sunavsky and Poppenk, 2020; Takeuchi et al., 2020; Zhuang et al., 2021).”
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Contribution des études lésionnelles aux neurosciences de la créativité
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A shared novelty-seeking basis for creativity and curiosity: Response to the commentators
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Self-citationHow We Imagine Poetic Constructions: The Role of Episodic Simulation in Poetry Composition
Zhang, M., Liu, G., Liu, W., Zhou, Z., Chen, S., Liang, Z., & Zhao, Q. (2024) · Creativity Research Journal · doi:10.1080/10400419.2024.2443607 · Cited by 3 · see citing works
“…episodic inductions is not restricted to produce more episodic details (Madore & Schacter, 2016; Madore et al., 2015, 2019, 2019a), but can be observed in creative processes, such as generating new creative uses (Madore et al., 2019), and solving complex open-end problems (Madore & Schacter, 2014).”
An Large Language Model-Augmented Method to Assist Novice Designers in Divergent Thinking
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- Authors
- Madore, K. P., Thakral, P. P., Beaty, R. E., Addis, D. R., & Schacter, D. L.
- Affiliations
- Stanford University (US)
- Harvard University (US)
- University of Auckland (NZ)
- Corresponding author
- Madore, Kevin P
- Venue
- Cerebral Cortex
- Publisher
- Oxford University Press (OUP)
- Published
- 2017-11-17
- Volume
- 29
- Issue
- 1
- Pages
- 150-166
- ISSN
- 1047-3211 (ISSN-L)
- 1460-2199
- PMC
- PMC6294401
- OpenAlex
- W2770571600
- Semantic Scholar
- ffeac78932044e186a922a754c22420ff6d78e7a
- Cited by
- 137
- References
- 107
- Citations by year
- 2026: 12 · 2025: 11 · 2024: 21 · 2023: 13 · 2022: 19 · 2021: 15 · 2020: 16 · 2019: 17 · 2018: 13
- FWCI
- 16.27
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model (vor)
- Locations
- Cerebral Cortex (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Mental Health (MH060941)
- John Templeton Foundation (RFP-15-12)
- Rutherford Discovery Fellowship (RDF-10-UOA-024)
- Marsden Fund (12-UOA-254)
- National Institutes of Health Shared Instrumentation (S10OD020039)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Creativity in Education and Neuroscience
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Keywords
- episodic memory, divergent thinking, creative thinking, hippocampus, frontoparietal network, cognitive control, neuronal connectivity, idea generation, semantic memory, object association, resting-state functional connectivity
- MeSH terms
- Adolescent, Adult, Brain, Creativity, Female, Humans, Magnetic Resonance Imaging, Male, Nerve Net, Photic Stimulation, Mental Recall, Thinking, Young Adult, Memory, Episodic
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