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Chen Q, Kenett YN, Cui Z, Takeuchi H, Fink A, Benedek M, Zeitlen DC, Zhuang K, Lloyd-Cox J, Kawashima R, Qiu J, Beaty RE. Dynamic switching between brain networks predicts creative ability. Commun Biol 2025; 8:54. [PMID: 39809882 DOI: 10.1038/s42003-025-07470-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Accepted: 01/06/2025] [Indexed: 01/16/2025] Open
Abstract
Creativity is hypothesized to arise from a mental state which balances spontaneous thought and cognitive control, corresponding to functional connectivity between the brain's Default Mode (DMN) and Executive Control (ECN) Networks. Here, we conduct a large-scale, multi-center examination of this hypothesis. Employing a meta-analytic network neuroscience approach, we analyze resting-state fMRI and creative task performance across 10 independent samples from Austria, Canada, China, Japan, and the United States (N = 2433)-constituting the largest and most ethnically diverse creativity neuroscience study to date. Using time-resolved network analysis, we investigate the relationship between creativity (i.e., divergent thinking ability) and dynamic switching between DMN and ECN. We find that creativity, but not general intelligence, can be reliably predicted by the number of DMN-ECN switches. Importantly, we identify an inverted-U relationship between creativity and the degree of balance between DMN-ECN switching, suggesting that optimal creative performance requires balanced brain network dynamics. Furthermore, an independent task-fMRI validation study (N = 31) demonstrates higher DMN-ECN switching during creative idea generation (compared to a control condition) and replicates the inverted-U relationship. Therefore, we provide robust evidence across multi-center datasets that creativity is tied to the capacity to dynamically switch between brain networks supporting spontaneous and controlled cognition.
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Affiliation(s)
- Qunlin Chen
- Faculty of Psychology, Southwest University, Chongqing, China
- Department of Psychology, Pennsylvania State University, University Park, Pennsylvania, USA
| | - Yoed N Kenett
- Faculty of Data and Decision Sciences, Technion-Israel Institute of Technology, Haifa, Israel.
| | - Zaixu Cui
- Chinese Institute for Brain Research, Beijing, China
| | - Hikaru Takeuchi
- Division of Developmental Cognitive Neuroscience, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Andreas Fink
- Department of Psychology, University of Graz, Graz, Austria
| | | | - Daniel C Zeitlen
- Department of Psychology, Pennsylvania State University, University Park, Pennsylvania, USA
| | - Kaixiang Zhuang
- IInstitute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
| | - James Lloyd-Cox
- Department of Psychology, Goldsmiths, University of London, London, UK
| | - Ryuta Kawashima
- Division of Developmental Cognitive Neuroscience, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Jiang Qiu
- Faculty of Psychology, Southwest University, Chongqing, China.
| | - Roger E Beaty
- Department of Psychology, Pennsylvania State University, University Park, Pennsylvania, USA
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Li Z, Zhang Z, Tan T, Luo J. Dynamic reconfiguration of default and frontoparietal network supports creative incubation. Neuroimage 2025; 306:121021. [PMID: 39805407 DOI: 10.1016/j.neuroimage.2025.121021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 12/24/2024] [Accepted: 01/10/2025] [Indexed: 01/16/2025] Open
Abstract
Although creative ideas often emerge during distraction activities unrelated to the creative task, empirical research has yet to reveal the underlying neurocognitive mechanism. Using an incubation paradigm, we temporarily disengaged participants from the initial creative ideation task and required them to conduct two different distraction activities (moderately-demanding: 1-back working memory task, non-demanding: 0-back choice reaction time task), then returned them to the previous creative task. On the process of creative ideation, we calculated the representational dissimilarities between the two creative ideation phases before and after incubation period to estimate the neural representational change underlying successful incubation. The results found that, for the 0-back condition, successful incubation was associated with the representational change in precuneus (PCU), whereas for the 1-back condition, it was associated with change in rostrolateral PFC (rlPFC), suggesting the dual processes of the DMN-mediated associative thinking and PFC-mediated controlled thinking for the 0- or the 1-back incubation conditions to prompt creation. On the incubation delay, we found the successful incubation in both conditions was accompanied with network integration between frontoparietal (FP) and default mode (DM) network, further suggesting the coupling of the controlled- and associative-thinking for the incubation to work. Moreover, we found the FP-DM integration during incubation period could respectively predict the representational change in PCU or rlPFC in the creative ideation phase of 0- or 1-back condition. This means both conditions benefits from the coordination of the controlled and of the associative thinking in incubation period, but for the representational change in creative ideation phase, 1-back condition relies more on the controlled thinking, whereas the 0-back on the associative ones. Additionally, we created a neural encoding indicator to assess the degree to which temporal activities in the rlPFC or PCU during incubation delay is related to the after-incubation successful problem-solving, and we found a positive relation between this indicator and dynamic reconfiguration of brain networks. This further indicates that FP-DM integration supports creative incubation through offline processing.
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Affiliation(s)
- Ziyi Li
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, 100048, China
| | - Ze Zhang
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, 100048, China
| | - Tengteng Tan
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, 100048, China
| | - Jing Luo
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, 100048, China.
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Martinez D. Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behav Res Methods 2024; 56:8362-8378. [PMID: 39112741 DOI: 10.3758/s13428-024-02480-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/16/2024] [Indexed: 11/01/2024]
Abstract
Story recall is an episodic memory paradigm that is popular among researchers interested in the effects of aging, disease, and/or injury on memory functioning; it is less popular among individual-differences researchers studying neurotypical young adults. One reason differential psychologists may favor other episodic memory paradigms is that the prospect of scoring story recall is daunting, as it typically requires manually scoring hundreds or thousands of freely recalled narratives. In this study, I investigated two questions related to scoring story recall for individual differences research. First, whether there is anything to gain by scoring story recall for memory of central and peripheral details or if a single score is sufficient. Second, I investigated whether scoring can be automated using computational methods - namely, BERTScore and GPT-4. A total of 235 individuals participated in this study. At the latent variable level, central and peripheral factors were highly correlated (r = .99), and the two factors correlated with external factors (viz., fluid intelligence, crystallized intelligence, and working memory capacity) similarly. Regarding automated scoring, both BERTScore and GPT-4 derived scores were strongly correlated with manually derived scores (r ≥ .97); additionally, factors estimated from the various scoring methods all showed a similar pattern of correlations with the external factors. Thus, differential psychologists may be able to streamline scoring by disregarding detail type and by using automated approaches. Further research is needed, particularly of the automated approaches, as both BERTScore and GPT-4 derived scores were occasionally leptokurtic while manual scores were not.
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Fandakova Y, Dennis NA. Introduction to the special issue: the neuroscience of false memory. Memory 2024; 32:1267-1270. [PMID: 39466909 DOI: 10.1080/09658211.2024.2418768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/30/2024]
Affiliation(s)
- Yana Fandakova
- Department of Psychology, University of Trier, Trier, Germany
| | - Nancy A Dennis
- Department of Psychology, Penn State University, University Park, PA, USA
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Xiao L, Guo Q, Haihambo N, Wu X, Yu S, Luo J. Revealing the distinct impacts of effectiveness recognition and memory retention on the transfer of creative cognitive reappraisal. Cogn Emot 2024:1-20. [PMID: 39431978 DOI: 10.1080/02699931.2024.2414800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 08/25/2024] [Accepted: 10/04/2024] [Indexed: 10/22/2024]
Abstract
Previous research has shown that creative cognitive reappraisal is highly effective in regulating negative emotions. We conducted three experiments to explore its transferability. In Experiment 1, we observed that free recall performance was better for creative reappraisal compared to non-creative reappraisal. Memory retention of reappraisals was associated with creativity ratings, but not with perceived effectiveness ratings. In Experiment 2, participants generated reappraisals for newly introduced unpleasant images before (pre-session) and after (post-session) exposure to creative reappraisal, non-creative reappraisal, and descriptive control interpretation. Results showed increased reflective effectiveness of self-generated reappraisals in the post-session. The level of creativity of the self-generated reappraisals was associated with differences in perceived effectiveness between creative and non-creative exposed reappraisals. In Experiment 3, we investigated how two processing approaches (effectiveness-oriented vs. memory-oriented) influenced the transferability of creative reappraisal. We observed creativity levels of self-generated reappraisals increased in both conditions. The reflective effectiveness of the self-generated reappraisals tended to increase only in the effectiveness-oriented processing condition. Our findings demonstrate that recognising the effectiveness of creative reappraisal plays a crucial role in its transfer across different situations.
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Affiliation(s)
- Luchuan Xiao
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, People's Republic of China
- Psychology and Educational Sciences, Vrije Universiteit Brussel, Brussel, Belgium
| | - Qi Guo
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, People's Republic of China
| | - Naem Haihambo
- Psychology and Educational Sciences, Vrije Universiteit Brussel, Brussel, Belgium
- Medical Psychology and Medical Sociology, Ruhr University Bochum, Bochum, Germany
| | - Xiaofei Wu
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, People's Republic of China
- Department of Psychology, Hangzhou Normal University, Hangzhou, Zhejiang, People's Republic of China
| | - Shuting Yu
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, People's Republic of China
- Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Science, Beijing, People's Republic of China
| | - Jing Luo
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, People's Republic of China
- Department of Psychology, Shaoxing University, Shaoxing, Zhejiang, People's Republic of China
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Liu C, Zhuang K, Zeitlen DC, Chen Q, Wang X, Feng Q, Beaty RE, Qiu J. Neural, genetic, and cognitive signatures of creativity. Commun Biol 2024; 7:1324. [PMID: 39402209 PMCID: PMC11473644 DOI: 10.1038/s42003-024-07007-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Accepted: 10/02/2024] [Indexed: 10/19/2024] Open
Abstract
Creativity is typically operationalized as divergent thinking (DT) ability, a form of higher-order cognition which relies on memory, attention, and other component processes. Despite recent advances, creativity neuroscience lacks a unified framework to model its complexity across neural, genetic, and cognitive scales. Using task-based fMRI from two independent samples and MVPA, we identified a neural pattern that predicts DT, validated through cognitive decoding, genetic data, and large-scale resting-state fMRI. Our findings reveal that DT neural patterns span brain regions associated with diverse cognitive functions, with positive weights in the default mode and frontoparietal control networks and negative weights in the visual network. The high correlation with the primary gradient of functional connectivity suggests that DT involves extensive integration from concrete sensory information to abstract, higher-level cognition, distinguishing it from other advanced cognitive functions. Moreover, neurobiological analyses show that the DT pattern is positively correlated with dopamine-related neurotransmitters and genes influencing neurotransmitter release, advancing the neurobiological understanding of creativity.
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Affiliation(s)
- Cheng Liu
- Key Laboratory of Cognition and Personality of Ministry of Education, Faculty of Psychology, Southwest University, Chongqing, China
| | - Kaixiang Zhuang
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
| | - Daniel C Zeitlen
- Department of Psychology, Pennsylvania State University, Pennsylvania, USA
| | - Qunlin Chen
- Key Laboratory of Cognition and Personality of Ministry of Education, Faculty of Psychology, Southwest University, Chongqing, China
| | - Xueyang Wang
- Key Laboratory of Cognition and Personality of Ministry of Education, Faculty of Psychology, Southwest University, Chongqing, China
| | - Qiuyang Feng
- Key Laboratory of Cognition and Personality of Ministry of Education, Faculty of Psychology, Southwest University, Chongqing, China
| | - Roger E Beaty
- Department of Psychology, Pennsylvania State University, Pennsylvania, USA
| | - Jiang Qiu
- Key Laboratory of Cognition and Personality of Ministry of Education, Faculty of Psychology, Southwest University, Chongqing, China.
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Thabane A, McKechnie T, Staibano P, Calic G, Kruse C, Busse JW, Parpia S, Bhandari M. Characteristics of creative individuals: An umbrella review protocol. PLoS One 2024; 19:e0311851. [PMID: 39388451 PMCID: PMC11469608 DOI: 10.1371/journal.pone.0311851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 09/24/2024] [Indexed: 10/12/2024] Open
Abstract
INTRODUCTION The properties of creative products-novelty and usefulness-are generally agreed upon by researchers. Yet, consensus is lacking on which personal and environmental factors contribute to an individual's creative potential, or to what extent. substantial research work has been conducted in this area, leading to the publication of many systematic reviews and meta-analyses collating the available evidence. However, many of these reviews have differing methodological and theoretical characteristics, and often report conflicting results. To summarize the current review literature on factors associated with creativity and better understand the similarities and discrepancies among reviews on the same topic, we plan to conduct an umbrella review of reviews. METHODS This protocol has been registered in Open Science Framework (DOI: 10.17605/OSF.IO/H78YS). We will search MEDLINE, PsycINFO, Web of Science, EMBASE, and Google Scholar for peer-reviewed reviews exploring factors associated with creativity. The quality of the included reviews will be assessed using the Risk of Bias Assessment Tool for Systematic Reviews (ROBIS), and the degree of study overlap across reviews assessed through calculation of the corrected covered area (CCA). Descriptive analyses will be performed to synthesize the results of the included reviews. We plan to use the results to create a holistic framework of the factors associated with creativity, which could be used to cross-validate existing creativity theories, or create new ones. ETHICS AND DISSEMINATION The results of this umbrella review will be published in a relevant psychology-focused journal and presented at local, national and international conferences. As all data is peer-reviewed and presented in aggregate, we will not require ethics approval.
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Affiliation(s)
- Alex Thabane
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Tyler McKechnie
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Department of Surgery, McMaster University Medical Center, Hamilton, Ontario, Canada
| | - Phillip Staibano
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Department of Surgery, McMaster University Medical Center, Hamilton, Ontario, Canada
| | - Goran Calic
- DeGroote School of Business, McMaster University, Hamilton, Ontario, Canada
| | - Colin Kruse
- Department of Surgery, McMaster University Medical Center, Hamilton, Ontario, Canada
| | - Jason W. Busse
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Department of Anesthesia, McMaster University Medical Center, Hamilton, Ontario, Canada
| | - Sameer Parpia
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Mohit Bhandari
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Department of Surgery, McMaster University Medical Center, Hamilton, Ontario, Canada
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El Maouch M, Chen R, Jin Z. Setting the Theater for Creativity: Proposal for Integrating Temporal and Spatial Artificial Mnemonics as a Qualitative Artificial Development of the Autobiographical Naturalistic Mnemonics (AM). Integr Psychol Behav Sci 2024; 58:981-1002. [PMID: 38305982 DOI: 10.1007/s12124-024-09819-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/19/2024] [Indexed: 02/03/2024]
Abstract
Mnemonics are not only tools that empower memory but also have a significant role in qualitatively transforming mental functions and, hence, consciousness in general. A specific type of mnemonics is autobiographical mnemonics (AM) constructed of spatial, temporal, and semantic dimensions used in a naturalist form by individuals about their own experiences. This paper proposes a spatial-temporal mnemonic that transforms AM from a naturalist level into an artificial one. We consider allowing the intellect and consciousness to grasp the abstract flow of time in the global context of geography will contribute to setting the stage for creativity. By explicitly representing the abstract time-space theater, the intellect (the world view) is more able to reflect the abstract laws of reality (the world), hence, to make the intellect sphere objectively equipped to externalize the emerged meanings (the internalized reality) that reflect the internal content of experience and, hence, make sense of them as a crucial function in creative activity. The paper is a theoretical and methodological step for the empirical part of the proposal when the mnemonic should be used as a training tool to empower creativity factors.
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Affiliation(s)
- Mohamad El Maouch
- Henan International Joint Laboratory of Psychological Data Science, Zhengzhou Normal University, Yingcai Street, No.6, Zhengzhou, 45044, Henan, China.
| | - Ruijun Chen
- Henan International Joint Laboratory of Psychological Data Science, Zhengzhou Normal University, Yingcai Street, No.6, Zhengzhou, 45044, Henan, China.
| | - Zheng Jin
- Henan International Joint Laboratory of Psychological Data Science, Zhengzhou Normal University, Yingcai Street, No.6, Zhengzhou, 45044, Henan, China
- Department of Psychology, University of California, Davis, CA, USA
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Ding K, He R, Wang X, Chen Q, Kenett YN. Recognizing ideas generated in a creative task: the roles of the hippocampus and medial prefrontal cortex in facilitating self-generated learning. Cereb Cortex 2024; 34:bhae219. [PMID: 38798002 DOI: 10.1093/cercor/bhae219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 05/01/2024] [Accepted: 05/08/2024] [Indexed: 05/29/2024] Open
Abstract
Creative idea generation plays an important role in promoting successful memory formation. Yet, its underlying neural correlates remain unclear. We investigated the self-generated learning of creative ideas motivated by the schema-linked interactions between medial prefrontal and medial temporal regions framework. This was achieved by having participants generate ideas in the alternative uses task, self-evaluating their ideas based on novelty and source (i.e. new or old), and then later being tested on the recognition performance of the generated ideas. At the behavioral level, our results indicated superior performances in discriminating novel ideas, highlighting the novelty effect on memory. At the neural level, the regions-of-interest analyses revealed that successful recognition of novel ideas was associated with greater activations in the hippocampus (HPC) and medial prefrontal cortex (mPFC) during ideation. However, only activation in the right HPC was positively related to the successful recognition of novel ideas. Importantly, the weaker the connection between the right HPC and left mPFC, the higher the recognition accuracy of novel ideas. Moreover, activations in the right HPC and left mPFC were both effective predictors of successful recognition of novel ideas. These findings uniquely highlight the role of novelty in promoting self-generated learning of creative ideas.
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Affiliation(s)
- Ke Ding
- Faculty of Data and Decision Sciences, Technion - Israel Institute of Technology, Technicon City, 3200003, Haifa, Israel
| | - Ruizhi He
- Faculty of Psychology, Southwest University, No. 2, Tiansheng Road, Beibei District, 400715, Chongqing, China
- Key Laboratory of Cognition and Personality, Ministry of Education, No. 2, Tiansheng Road, Beibei District, 400715, Chongqing, China
| | - Xi Wang
- Faculty of Medicine, Dresden University of Technology, No. 10, Helmholtzstr, 01069, Dresden, Germany
| | - Qunlin Chen
- Faculty of Psychology, Southwest University, No. 2, Tiansheng Road, Beibei District, 400715, Chongqing, China
- Key Laboratory of Cognition and Personality, Ministry of Education, No. 2, Tiansheng Road, Beibei District, 400715, Chongqing, China
| | - Yoed N Kenett
- Faculty of Data and Decision Sciences, Technion - Israel Institute of Technology, Technicon City, 3200003, Haifa, Israel
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10
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Csizmadia P, Nagy B, Kővári L, Gaál ZA. Exploring the role of working memory gate opening process in creativity: An ERP study using the reference-back paradigm. Biol Psychol 2024; 187:108765. [PMID: 38417665 DOI: 10.1016/j.biopsycho.2024.108765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 02/16/2024] [Accepted: 02/23/2024] [Indexed: 03/01/2024]
Abstract
We investigated the relationship between the gate opening process of working memory and an individual's proficiency in divergent (DT) and convergent thinking (CT) using the reference-back paradigm. Event-related potentials and reaction times were measured across groups with varying DT (N = 40, 27.35 ± 5.05 years) and CT levels (N = 40, 27.88 ± 4.95 years). Based on the role of striatal dopamine in supporting cognitive flexibility, which facilitates DT, and considering the significance of phasic dopamine activity as the gate opening signal originating from the basal ganglia, we assumed that the gate opening process may contribute differently to DT and CT. Despite the absence of behavioural differences in gate opening costs, distinct neural patterns emerged. In the early time windows (P1, N1), gate opening effects were detected in both DT and CT groups, with a notable interaction influenced by the level of DT, resulting in significant effects within the lower DT group. The P2 component showed a gate opening effect only in the higher DT group. In the P3 time window, the process unfolded comparably in all groups. Our results suggest that groups with different levels of convergent thinking (based on Matrix reasoning) and those with lower DT (based on Creativity Index) tend to select and activate the prefrontal cortex representation containing the required task information at an earlier stage, compared to those with better DT. This could be beneficial especially in the early phase of idea generation, as more elements become available to create associations and original ideas.
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Affiliation(s)
- Petra Csizmadia
- Institute of Cognitive Neuroscience and Psychology, HUN-REN Research Centre for Natural Sciences, Magyar tudósok körútja 2., H-1117 Budapest, Hungary; Department of Cognitive Science, Faculty of Natural Sciences, Budapest University of Technology and Economics, Műegyetem rkp. 3., H-1111 Budapest, Hungary.
| | - Boglárka Nagy
- Institute of Cognitive Neuroscience and Psychology, HUN-REN Research Centre for Natural Sciences, Magyar tudósok körútja 2., H-1117 Budapest, Hungary; Department of Cognitive Science, Faculty of Natural Sciences, Budapest University of Technology and Economics, Műegyetem rkp. 3., H-1111 Budapest, Hungary
| | - Lili Kővári
- Institute of Cognitive Neuroscience and Psychology, HUN-REN Research Centre for Natural Sciences, Magyar tudósok körútja 2., H-1117 Budapest, Hungary; Doctoral School of Psychology, Eötvös Loránd University, Kazinczy utca 23-27., H-1075 Budapest, Hungary
| | - Zsófia Anna Gaál
- Institute of Cognitive Neuroscience and Psychology, HUN-REN Research Centre for Natural Sciences, Magyar tudósok körútja 2., H-1117 Budapest, Hungary
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11
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Kenett YN, Beaty RE. On semantic structures and processes in creative thinking. Trends Cogn Sci 2023; 27:979-980. [PMID: 37634953 DOI: 10.1016/j.tics.2023.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 07/28/2023] [Indexed: 08/29/2023]
Affiliation(s)
- Yoed N Kenett
- Faculty of Data and Decision Sciences, Technion - Israel Institute of Technology, Haifa, Israel.
| | - Roger E Beaty
- Department of Psychology, Pennsylvania State University, State College, PA, USA
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