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Nikolašević Ž, Smederevac S, Mitrović D, Čolović P, Dinić B, Kodžopeljić J, Prinz M, Budimlija Z, Bugarski Ignjatović V. Small pieces make the big picture: the etiology of the relationship between executive functions and personality traits. BMC Psychol 2025; 13:90. [PMID: 39891308 PMCID: PMC11786393 DOI: 10.1186/s40359-025-02357-0] [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: 07/16/2024] [Accepted: 01/06/2025] [Indexed: 02/03/2025] Open
Abstract
BACKGROUND This study primarily aimed to explore the etiology of the phenotypic relationships between personality traits and executive functions. We assessed common genetic and environmental sources of variance in these phenomena by examining different dimensions of the Five Factor Model (FFM) and executive function factors. An additional research question focused on whether specific facets within the FFM share a greater genetic overlap with executive functions compared to broader personality dimensions. METHODS The NEO-PI-R, the Wisconsin Card Sorting Test, the Trail Making Test, and verbal fluency tests were applied to a sample of 468 twins from the Serbian Twin Advanced Registry (153 monozygotic twin pairs). RESULTS Several facets from all domains had significant genetic associations with executive functions, with Ideas and Values showing the highest positive correlations, and Order and Vulnerability showing the highest negative genetic correlations. Most phenotypic associations between the two domains of individual differences were almost entirely explained by shared genetic influences. CONCLUSIONS These findings underscore the importance of examining personality traits at the facet level, as facet-level analysis provides more detailed insights into the relationship between personality and executive functions than broader personality dimensions. The results emphasize the role of shared genetic influences in shaping both personality and executive abilities, suggesting that future research should investigate the underlying neural mechanisms driving these associations.
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Affiliation(s)
- Željka Nikolašević
- University of Novi Sad, Novi Sad, Serbia.
- Faculty of Medicine, Department of Psychology, Novi Sad, Serbia.
| | - Snežana Smederevac
- University of Novi Sad, Novi Sad, Serbia
- Faculty of Medicine, Department of Psychology, Novi Sad, Serbia
- Faculty of Philosophy, Department of Psychology, Novi Sad, Serbia
| | - Dušanka Mitrović
- University of Novi Sad, Novi Sad, Serbia
- Faculty of Philosophy, Department of Psychology, Novi Sad, Serbia
| | - Petar Čolović
- University of Novi Sad, Novi Sad, Serbia
- Faculty of Philosophy, Department of Psychology, Novi Sad, Serbia
| | - Bojana Dinić
- University of Novi Sad, Novi Sad, Serbia
- Faculty of Philosophy, Department of Psychology, Novi Sad, Serbia
| | - Jasmina Kodžopeljić
- University of Novi Sad, Novi Sad, Serbia
- Faculty of Medicine, Department of Psychology, Novi Sad, Serbia
| | - Mechthild Prinz
- City University of New York, John Jay College of Criminal Justice, New York, New York, USA
| | - Zoran Budimlija
- NYU Grossman School of Medicine, New York, NY, New York, USA
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Quarles E, West SJ, Keen L. Determining associations between Big Five personality traits and executive function in an undergraduate student sample. J Int Neuropsychol Soc 2025; 31:67-74. [PMID: 39655360 PMCID: PMC11957935 DOI: 10.1017/s135561772400047x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/01/2025]
Abstract
OBJECTIVE The present study sought to determine the associations between executive functioning and Big Five personality traits in an undergraduate sample. METHOD Participants included 200 undergraduates (73% women), with a mean age of approximately 21 years. Participants completed the Big Five Inventory-44 and a psychological assessment battery, which included the Trail Making Test and the Semantic Fluency Test. RESULTS Results from multiple regression analyses suggested agreeableness was negatively associated with Semantic Fluency - Animals (β = -0.310, p < 0.001). Moreover, conscientiousness was positively associated with Trail Making Test B-A (β = 0.197, p = 0.016), but negatively associated with Trail Making Test A (β = -0.193, p = 0.017). CONCLUSIONS Overall results identified that executive function association with personality varies by construct. Given conscientiousness' differential associations within the executive function task performances, future research should examine the conscientious threshold that would result in psychological symptomatology associated with extreme lows and highs in conscientiousness.
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Affiliation(s)
- Emma Quarles
- Department of Psychology, Virginia State University, Petersburg, VA, USA
- Center for Outreach and Treatment Through Education and Research, Virginia State University, Petersburg, VA, USA
| | - Samuel J. West
- Department of Psychology, Virginia State University, Petersburg, VA, USA
- Department of Surgery, Virginia Commonwealth University, Richmond, VA, USA
| | - Larry Keen
- Department of Psychology, Virginia State University, Petersburg, VA, USA
- Center for Outreach and Treatment Through Education and Research, Virginia State University, Petersburg, VA, USA
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Balconi M, Acconito C, Allegretta RA, Angioletti L. Neurophysiological and Autonomic Correlates of Metacognitive Control of and Resistance to Distractors in Ecological Setting: A Pilot Study. SENSORS (BASEL, SWITZERLAND) 2024; 24:2171. [PMID: 38610382 PMCID: PMC11014065 DOI: 10.3390/s24072171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 03/21/2024] [Accepted: 03/27/2024] [Indexed: 04/14/2024]
Abstract
In organisational contexts, professionals are required to decide dynamically and prioritise unexpected external inputs deriving from multiple sources. In the present study, we applied a multimethodological neuroscientific approach to investigate the ability to resist and control ecological distractors during decision-making and to explore whether a specific behavioural, neurophysiological (i.e., delta, theta, alpha and beta EEG band), or autonomic (i.e., heart rate-HR, and skin conductance response-SCR) pattern is correlated with specific personality profiles, collected with the 10-item Big Five Inventory. Twenty-four participants performed a novel Resistance to Ecological Distractors (RED) task aimed at exploring the ability to resist and control distractors and the level of coherence and awareness of behaviour (metacognition ability), while neurophysiological and autonomic measures were collected. The behavioural results highlighted that effectiveness in performance did not require self-control and metacognition behaviour and that being proficient in metacognition can have an impact on performance. Moreover, it was shown that the ability to resist ecological distractors is related to a specific autonomic profile (HR and SCR decrease) and that the neurophysiological and autonomic activations during task execution correlate with specific personality profiles. The agreeableness profile was negatively correlated with the EEG theta band and positively with the EEG beta band, the conscientiousness profile was negatively correlated with the EEG alpha band, and the extroversion profile was positively correlated with the EEG beta band. Taken together, these findings describe and disentangle the hidden relationship that lies beneath individuals' decision to inhibit or activate intentionally a specific behaviour, such as responding, or not, to an external stimulus, in ecological conditions.
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Affiliation(s)
- Michela Balconi
- International Research Center for Cognitive Applied Neuroscience (IrcCAN), Catholic University of the Sacred Heart, Largo Gemelli 1, 20123 Milan, Italy; (M.B.); (R.A.A.); (L.A.)
- Research Unit in Affective and Social Neuroscience, Department of Psychology, Catholic University of the Sacred Heart, Largo Gemelli 1, 20123 Milan, Italy
| | - Carlotta Acconito
- International Research Center for Cognitive Applied Neuroscience (IrcCAN), Catholic University of the Sacred Heart, Largo Gemelli 1, 20123 Milan, Italy; (M.B.); (R.A.A.); (L.A.)
- Research Unit in Affective and Social Neuroscience, Department of Psychology, Catholic University of the Sacred Heart, Largo Gemelli 1, 20123 Milan, Italy
| | - Roberta A. Allegretta
- International Research Center for Cognitive Applied Neuroscience (IrcCAN), Catholic University of the Sacred Heart, Largo Gemelli 1, 20123 Milan, Italy; (M.B.); (R.A.A.); (L.A.)
- Research Unit in Affective and Social Neuroscience, Department of Psychology, Catholic University of the Sacred Heart, Largo Gemelli 1, 20123 Milan, Italy
| | - Laura Angioletti
- International Research Center for Cognitive Applied Neuroscience (IrcCAN), Catholic University of the Sacred Heart, Largo Gemelli 1, 20123 Milan, Italy; (M.B.); (R.A.A.); (L.A.)
- Research Unit in Affective and Social Neuroscience, Department of Psychology, Catholic University of the Sacred Heart, Largo Gemelli 1, 20123 Milan, Italy
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Spielmann J, Beavan A, Mayer J. The relationship of personality and executive functions in high-level soccer athletes: expertise-and gender-specific differences. Front Sports Act Living 2023; 5:1130759. [PMID: 37188070 PMCID: PMC10175618 DOI: 10.3389/fspor.2023.1130759] [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: 12/23/2022] [Accepted: 04/17/2023] [Indexed: 05/17/2023] Open
Abstract
Background Psycho-cognitive factors such as personality and executive functions (EFs) are influential parameters when it comes to examining expertise in high-level soccer. Therefore, the profiles of those athletes are relevant both from a practical and scientific point of view. The aim of this study was to investigate the relationship between personality traits and executive functions with age group as an influential factor in high-level male and female soccer players. Methods Personality traits and executive functions of 138 high-level male and female soccer athletes from the U17-Pros teams were assessed using the big-five paradigm. A series of linear regressions investigated contributions of personality on EF assessments and team, respectively. Results Linear regression models showed both negative and positive relationships between various personality traits, executive function performance and the influence of expertise and gender. Together, a maximum of 23% (R2 = 6%-23%) of the variance between EFs with personality and various teams, demonstrating that many unaccounted-for variables remain at play. Conclusion The results of this study demonstrate the inconsistent relationship between personality traits and executive functions. The study calls for more replication studies to help strengthen the understanding of relationships between psycho-cognitive factors in high-level team sport athletes.
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Affiliation(s)
- Jan Spielmann
- Department of Sports Sciences, Saarland University, Saarbrücken, Germany
- TSG ResearchLab, Zuzenhausen, Germany
- Correspondence: Jan Spielmann
| | | | - Jan Mayer
- Department of Sports Sciences, Saarland University, Saarbrücken, Germany
- TSG ResearchLab, Zuzenhausen, Germany
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