The think aloud paradigm reveals differences in the content, dynamics and conceptual scope of resting state thought in trait brooding
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Author
Raffaelli, Q.Mills, C.
de Stefano, N.-A.
Mehl, M.R.
Chambers, K.
Fitzgerald, S.A.
Wilcox, R.
Christoff, K.
Andrews, E.S.
Grilli, M.D.
O’Connor, M.-F.
Andrews-Hanna, J.R.
Affiliation
Department of Psychology, University of ArizonaDepartment of Neurology, University of Arizona
Evelyn F. McKnight Brain Institute, University of Arizona
Cognitive Science, University of Arizona
Issue Date
2021
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Nature ResearchCitation
Raffaelli, Q., Mills, C., de Stefano, N.-A., Mehl, M. R., Chambers, K., Fitzgerald, S. A., Wilcox, R., Christoff, K., Andrews, E. S., Grilli, M. D., O’Connor, M.-F., & Andrews-Hanna, J. R. (2021). The think aloud paradigm reveals differences in the content, dynamics and conceptual scope of resting state thought in trait brooding. Scientific Reports.Journal
Scientific ReportsRights
Copyright © The Author(s) 2021. This article is licensed under a Creative Commons Attribution 4.0 International License.Collection Information
This item from the UA Faculty Publications collection is made available by the University of Arizona with support from the University of Arizona Libraries. If you have questions, please contact us at repository@u.library.arizona.edu.Abstract
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. © 2021, The Author(s).Note
Open access journalISSN
2045-2322Version
Final published versionae974a485f413a2113503eed53cd6c53
10.1038/s41598-021-98138-x
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Except where otherwise noted, this item's license is described as Copyright © The Author(s) 2021. This article is licensed under a Creative Commons Attribution 4.0 International License.

