Cited by 140Creativity in Education and NeuroscienceMemory Processes and InfluencesNeurobiology of Language and Bilingualism

Neural Mechanisms of Episodic Retrieval Support Divergent Creative Thinking

Open access
Madore, Kevin P, Thakral, Preston P, Beaty, Roger E, Addis, Donna Rose, Schacter, Daniel L·2019·Cerebral Cortex

Abstract

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.

Integrity signals

Registry

Crossref · 10.1093/cercor/bhx312

Cites

110 of 110 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

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.

  • 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.

    Premisecitation

    During 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 checked
    • cites Schacter et al. 2012 source
    • cites Moscovitch et al. 2016 source
    • cites Schacter et al. 2017

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    The 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 checked
    • cites Ononye et al. 1993 source
    • cites Addis et al. 2016 source
  • Classified as probably not a substantial claim.

    Premisecitation

    Episodic 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).

    Premisecitation

    Prior 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.

    Premisecitation

    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, 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).

    Premisecitation

    Episodic 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 conductcitation

    Parameters 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 checked
    • cites Fink et al. 2015 source
    • cites Sun et al. 2016 source
    • cites Abraham et al. 2012 source
  • May combine two claims.

    Premisecitation

    With 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.

    Premisecitation

    Some 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.

    Premisecitation

    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.

    “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 conductcitation

    Cluster-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 checked
    • cites Slotnick et al. 2003 source
    • cites Thakral et al. 2017 source
  • The quote only partly states this claim.

    Findingown data

    An 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 checked
    • cites Benoit and Schacter 2015 source
    • cites Vincent et al. 2008 source
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    Two 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 conductcitation

    The 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 data

    Contributions 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).

    Premisecitation

    Previous 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 conductcitation

    To 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 checked
    • cites Eklund et al. 2016 source
    • cites Cox et al. 2017 source
  • May combine two claims.

    Interpretationown data

    The 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).

    Premisecitation

    An 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 checked
    • cites Schacter and Madore 2016 source
    • cites Morcom and Rugg 2012 source
  • May combine two claims.

    Interpretationown data

    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.

    “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 data

    Neural 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Over 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 claim
  • May combine two claims. The quote only partly states this claim.

    Findingown data

    Task 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
  • May combine two claims.

    Findingown data

    Participants 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 claim
  • The quote only partly states this claim.

    Findingown data

    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 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 claim
  • May combine two claims.

    Findingown data

    Participants 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Over 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 claim
  • May combine two claims.

    Findingown data

    Participants 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 claim
  • May combine two claims.

    Findingown data

    There 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 data

    Average 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 claim
  • May combine two claims.

    Findingown data

    Participants 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 data

    Ideas 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 claim
  • May combine two claims.

    Findingown data

    Correlations 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Episodic 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).

    Premisecitation

    Particular 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 given

    Neuroimaging 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Medial 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 given

    The 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 claim
  • May combine two claims.

    Premisecitation

    In 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.

    Premisecitation

    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.

    “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).

    Premisereasoning

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    The 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 claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisenone given

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The 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 given

    None 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 claim
  • May combine two claims.

    Study design and conductown data

    Participants 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    None of the participants had completed previous ESI experiments.

    “None of the participants had completed previous ESI experiments.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The 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 given

    Participants 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    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).

    “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 claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    All 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 claim
  • May combine two claims.

    Study design and conductown data

    Participants 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Two 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationcitation

    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.

    “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 data

    The 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 claim
  • May combine two claims. The quote only partly states this claim.

    Study design and conductown data

    Differences 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 claim
  • May combine two claims.

    Interpretationown data

    Functional 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    Because 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 claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductreasoning

    It 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 claim
  • May combine two claims.

    Interpretationown data

    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.

    “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
62 of 62
  • 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.”
2 of 2

Cites

Flagged first, then by citations

Research works printed but not linked: 1

  1. Torrance, 1981, Empirical validation of criterion-referenced indicators of creative ability through a longitudinal study, Creat Child Adult Q, 6, 136

Cited by

Sorted by citations

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
Published
2017-11-17
Volume
29
Issue
1
Pages
150-166
ISSN
  • 1047-3211 (ISSN-L)
  • 1460-2199
OpenAlex
W2770571600
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
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

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-11.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-11.

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