Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Cluster-based characterization of consistencies in individuals' thought profiles at rest in a cohort of 1779 French university students

Bibliographic Data

ID21621424
AuthorsSandrine Cremona (0000-0002-2294-8199, Centre National de la Recherche Scientifique, corresponding author), Marc Joliot (0000-0001-7792-308X, Centre National de la Recherche Scientifique), Emmanuel Mellet (0000-0002-2676-9112, Centre National de la Recherche Scientifique)
Year2023
Volume42
Issue36
Pages31667-31686
Publication date2023-12-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueCurrent Psychology (JOURNAL)
Journal identifiersISSN: 1046-1310 • E-ISSN: 1936-4733
PublisherSpringer Science and Business Media LLC (PUBLISHER)
DOI10.1007/s12144-022-04185-6
OpenAlexW4313255961
LanguageEN
References cited103

Is ongoing conscious thought spontaneous and situation-related, or is it recurrent and dependent on psychological dispositions? The answer is critical for resting-state functional connectivity (RSFC) paradigms that seek to correlate neuroanatomical states with conscious mental states. The goal of the present study was to characterize individual resting state thought profiles (RSTPs) and identify the recurrent ones, i.e., that could both be predicted by personality traits and predict subsequent negative affective states. The 1779 participants had a mean age of 22.1 years, 71.8% were females, and 71.8% were undergraduates. We collected the form and content of their thoughts during a 15-min RSFC session with a computerized retrospective self-questionnaire (ReSQ 2.0). Subsamples of participants also completed online autoquestionnaires assessing their psychological maturity and trait negative affectivity (with a four-day gap on average, N = 1270) and subsequent depressive and anxious states (1.4 years later on average, N = 922). Based on the multiple correspondence and clustering analyses of the ReSQ 2.0 responses, we identified six RSTPs distinctive by their content scope, temporal orientation, empathetic concern, and emotional valence. Multivariate analyses revealed that the probability of experiencing five of the six RSTPs was predicted by trait negative affectivity interacting with psychological maturity. Among them, a negatively valenced RSTP also increased the likelihood of subsequent negative affective states, suggesting its stable and recurrent nature. Identifying recurrent RSTPs is helpful for the future understanding of RSTPs’ contribution to RSFC. Additionally, it will be relevant to test whether acting on psychological maturity can alter the relationship between ongoing conscious thought and negative affectivity

Big Five personality traits · Developmental psychology · Negative affectivity · Personality · Positive affectivity · Trait · Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes · Clinical Psychology · Mental Health Research Topics · Mind wandering and attention · Psychology · Social Psychology

  • Multiple Correspondence Analysis and Related Methods

    Michael Greenacre, Jörg Blasius•Multiple Correspondence Analysis…•2006

  • Mind-wandering

    Open Access•David Stawarczyk, Steve Majerus et al.•Acta Psychologica•2011

  • Anxiety Disorders in Primary Care

    Open Access•Kurt Kroenke, Robert L Spitzer et al.•Annals of Internal Medicine•2007

  • Personality Development

    Avshalom Caspi, Brent W Roberts et al.•Annual Review of Psychology•2005

  • A Systematic Method for Clinical Description and Classification of Personality Variants

    C Robert Cloninger•Archives of General Psychiatry•1987

  • Not all minds that wander are lost

    Open Access•Jonathan Smallwood, Jessica R Andrews‐Hanna et al.•Frontiers in Psychology•2013

  • Sex differences in anxiety and depression clinical perspectives

    Open Access•Margaret Altemus, Nilofar Sarvaiya et al.•Frontiers in Neuroendocrinology•2014

  • Cloninger's Psychobiological Model of Temperament and Character and the Five-Factor Model of Personality

    Open Access•Filip De Fruyt, Lieve van de Wiele et al.•Personality and Individual…•2000

  • Demographic and psychosocial predictors of major depression and generalised anxiety disorder in Australian university students

    Open Access•Louise M Farrer, Aidan Gulliver et al.•BMC Psychiatry•2016

  • For Whom the Mind Wanders, and When, Varies Across Laboratory and Daily-Life Settings

    Open Access•Michael J Kane, Georgina M Gross et al.•Psychological Science•2017

  • Personality

    David C Funder•Annual Review of Psychology•2001

  • Accuracy of Patient Health Questionnaire-9 (PHQ-9) for screening to detect major depression

    Open Access•Brooke Levis, Andrea Benedetti et al.•BMJ•2019

  • Frequency, characteristics and functions of future‐oriented thoughts in daily life

    Open Access•Arnaud D’argembeau, Arnaud D'Argembeau et al.•Applied Cognitive Psychology•2011

  • NbClust

    Open Access•Malika Charrad, Nadia Ghazzali et al.•Journal of Statistical Software•2014

  • Functional connectivity in the resting brain

    Open Access•Michael D Greicius, Ben Krasnow et al.•Proceedings of the National…•2003

  • Functional connectivity in the motor cortex of resting human brain using echo‐planar mri

    Open Access•Bharat B Biswal, Bharat Biswal et al.•Magnetic Resonance in Medicine•1995

  • A Brief Measure for Assessing Generalized Anxiety Disorder

    Robert L Spitzer, Carmen Pérez de los Ríos et al.•A.M.A. Archives of Internal…•2006

  • The PHQ-9

    Kurt Kroenke, Robert L Spitzer et al.•Journal of General Internal…•2001

  • Rethinking Rumination

    Open Access•Susan Nolen-Hoeksema, Susan Nolen–hoeksema et al.•Perspectives on Psychological…•2008

  • Back to the future

    Open Access•Benjamin Baird, Jonathan Smallwood et al.•Consciousness and Cognition•2011

  • Age-related changes in ongoing thought relate to external context and individual cognition

    Open Access•Adam Turnbull, Giulia L Poerio et al.•Consciousness and Cognition•2021

  • Temporal focus, temporal distance, and mind-wandering valence

    Open Access•Maitta Spronken, Rob W Holland et al.•Consciousness and Cognition•2016

  • Self-reflection and the temporal focus of the wandering mind

    Open Access•Jonathan Smallwood, Jonathan W Schooler et al.•Consciousness and Cognition•2011

  • Mind-wandering and negative mood

    Open Access•Giulia L Poerio, Giulia Poerio et al.•Consciousness and Cognition•2013

  • Exploring patterns of ongoing thought under naturalistic and conventional task-based conditions

    Open Access•Delali Konu, Brontë Mckeown et al.•Consciousness and Cognition•2021

  • Physical Exercise in Major Depression

    Open Access•Martino Belvederi Murri, Panteleimon Ekkekakis et al.•Frontiers in Psychiatry•2019

  • Temperament and Character Inventory—R (TCI—R) and Big Five Questionnaire (BFQ)

    Open Access•Cristina Capanna, Francesca Struglia et al.•Psychological Reports•2012

  • Differences in self-talk frequency as a function of age, only-child, and imaginary childhood companion status

    Open Access•Thomas M Brinthaupt, Christian T Dove•Journal of Research in Personality•2012

  • Refining the maturity principle of personality development by examining facets, close others, and comaturation

    Ted Schwaba, Wiebke Bleidorn et al.•Journal of Personality and Social…•2022

  • Measurement invariance of big-five factors over the life span

    Herbert W Marsh, Benjamin Nagengast et al.•Developmental Psychology•2013

  • Validation and Standardization of the Generalized Anxiety Disorder Screener (GAD-7) in the General Population

    Bernd Löwe, Oliver Decker et al.•Medical Care•2008

  • Navigating the stream of consciousness

    Jerome L Singer•American Psychologist•1975

  • Standardized or simple effect size

    Open Access•Thom Baguley•British Journal of Psychology•2009

Citation velocityhistorical
Highly citedNo

Tools

Open DOIOpen Access
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae