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The think aloud paradigm reveals differences in the content, dynamics and conceptual scope of resting state thought in trait brooding

Although central to well-being, functional and dysfunctional thoughts arise and unfold over time in ways that remain poorly understood. To shed light on these mechanisms, we adapted a “think aloud” paradigm to quantify the content and dynamics of individuals’ thoughts at rest. Across two studies, ex...

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Autores principales: Raffaelli, Quentin, Mills, Caitlin, de Stefano, Nadia-Anais, Mehl, Matthias R., Chambers, Kate, Fitzgerald, Surya A., Wilcox, Ramsey, Christoff, Kalina, Andrews, Eric S., Grilli, Matthew D., O’Connor, Mary-Frances, Andrews-Hanna, Jessica R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484343/
https://www.ncbi.nlm.nih.gov/pubmed/34593842
http://dx.doi.org/10.1038/s41598-021-98138-x
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author Raffaelli, Quentin
Mills, Caitlin
de Stefano, Nadia-Anais
Mehl, Matthias R.
Chambers, Kate
Fitzgerald, Surya A.
Wilcox, Ramsey
Christoff, Kalina
Andrews, Eric S.
Grilli, Matthew D.
O’Connor, Mary-Frances
Andrews-Hanna, Jessica R.
author_facet Raffaelli, Quentin
Mills, Caitlin
de Stefano, Nadia-Anais
Mehl, Matthias R.
Chambers, Kate
Fitzgerald, Surya A.
Wilcox, Ramsey
Christoff, Kalina
Andrews, Eric S.
Grilli, Matthew D.
O’Connor, Mary-Frances
Andrews-Hanna, Jessica R.
author_sort Raffaelli, Quentin
collection PubMed
description Although central to well-being, functional and dysfunctional thoughts arise and unfold over time in ways that remain poorly understood. To shed light on these mechanisms, we adapted a “think aloud” paradigm to quantify the content and dynamics of individuals’ thoughts at rest. Across two studies, external raters hand coded the content of each thought and computed dynamic metrics spanning duration, transition probabilities between affective states, and conceptual similarity over time. Study 1 highlighted the paradigm’s high ecological validity and revealed a narrowing of conceptual scope following more negative content. Study 2 replicated Study 1’s findings and examined individual difference predictors of trait brooding, a maladaptive form of rumination. Across individuals, increased trait brooding was linked to thoughts rated as more negative, past-oriented and self-focused. Longer negative and shorter positive thoughts were also apparent as brooding increased, as well as a tendency to shift away from positive conceptual states, and a stronger narrowing of conceptual scope following negative thoughts. Importantly, content and dynamics explained independent variance, accounting for a third of the variance in brooding. These results uncover a real-time cognitive signature of rumination and highlight the predictive and ecological validity of the think aloud paradigm applied to resting state cognition.
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spelling pubmed-84843432021-10-01 The think aloud paradigm reveals differences in the content, dynamics and conceptual scope of resting state thought in trait brooding Raffaelli, Quentin Mills, Caitlin de Stefano, Nadia-Anais Mehl, Matthias R. Chambers, Kate Fitzgerald, Surya A. Wilcox, Ramsey Christoff, Kalina Andrews, Eric S. Grilli, Matthew D. O’Connor, Mary-Frances Andrews-Hanna, Jessica R. Sci Rep Article Although central to well-being, functional and dysfunctional thoughts arise and unfold over time in ways that remain poorly understood. To shed light on these mechanisms, we adapted a “think aloud” paradigm to quantify the content and dynamics of individuals’ thoughts at rest. Across two studies, external raters hand coded the content of each thought and computed dynamic metrics spanning duration, transition probabilities between affective states, and conceptual similarity over time. Study 1 highlighted the paradigm’s high ecological validity and revealed a narrowing of conceptual scope following more negative content. Study 2 replicated Study 1’s findings and examined individual difference predictors of trait brooding, a maladaptive form of rumination. Across individuals, increased trait brooding was linked to thoughts rated as more negative, past-oriented and self-focused. Longer negative and shorter positive thoughts were also apparent as brooding increased, as well as a tendency to shift away from positive conceptual states, and a stronger narrowing of conceptual scope following negative thoughts. Importantly, content and dynamics explained independent variance, accounting for a third of the variance in brooding. These results uncover a real-time cognitive signature of rumination and highlight the predictive and ecological validity of the think aloud paradigm applied to resting state cognition. Nature Publishing Group UK 2021-09-30 /pmc/articles/PMC8484343/ /pubmed/34593842 http://dx.doi.org/10.1038/s41598-021-98138-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Raffaelli, Quentin
Mills, Caitlin
de Stefano, Nadia-Anais
Mehl, Matthias R.
Chambers, Kate
Fitzgerald, Surya A.
Wilcox, Ramsey
Christoff, Kalina
Andrews, Eric S.
Grilli, Matthew D.
O’Connor, Mary-Frances
Andrews-Hanna, Jessica R.
The think aloud paradigm reveals differences in the content, dynamics and conceptual scope of resting state thought in trait brooding
title The think aloud paradigm reveals differences in the content, dynamics and conceptual scope of resting state thought in trait brooding
title_full The think aloud paradigm reveals differences in the content, dynamics and conceptual scope of resting state thought in trait brooding
title_fullStr The think aloud paradigm reveals differences in the content, dynamics and conceptual scope of resting state thought in trait brooding
title_full_unstemmed The think aloud paradigm reveals differences in the content, dynamics and conceptual scope of resting state thought in trait brooding
title_short The think aloud paradigm reveals differences in the content, dynamics and conceptual scope of resting state thought in trait brooding
title_sort think aloud paradigm reveals differences in the content, dynamics and conceptual scope of resting state thought in trait brooding
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484343/
https://www.ncbi.nlm.nih.gov/pubmed/34593842
http://dx.doi.org/10.1038/s41598-021-98138-x
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