Literature DB >> 24220647

DeCon: a tool to detect emotional concordance in multivariate time series data of emotional responding.

Kirsten Bulteel1, Eva Ceulemans2, Renee J Thompson3, Christian E Waugh4, Ian H Gotlib5, Francis Tuerlinckx2, Peter Kuppens6.   

Abstract

The occurrence of concordance among different response components during an emotional episode is a key feature of several contemporary accounts and definitions of emotion. Yet, capturing such response concordance in empirical data has proven to be elusive, in large part because of a lack of appropriate statistical tools that are tailored to measure the intricacies of response concordance in the context of data on emotional responding. In this article, we present a tool we developed to detect two different forms of response concordance-response patterning and synchronization-in multivariate time series data of emotional responding, and apply this tool to data concerning physiological responding to emotional stimuli. While the findings provide partial evidence for both response patterning and synchronization, they also show that the presence and nature of such patterning and synchronization is strongly person-dependent.
Copyright © 2013 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Affect; Concordance; Emotion; Patterning; Synchronicity; Synchronization

Mesh:

Year:  2013        PMID: 24220647      PMCID: PMC4016122          DOI: 10.1016/j.biopsycho.2013.10.011

Source DB:  PubMed          Journal:  Biol Psychol        ISSN: 0301-0511            Impact factor:   3.251


  22 in total

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3.  Modeling state-related fMRI activity using change-point theory.

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Journal:  Int J Psychophysiol       Date:  2007-05-03       Impact factor: 2.997

5.  Personality, emotion, and individual differences in physiological responses.

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Journal:  Biol Psychol       Date:  2009-10-02       Impact factor: 3.251

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7.  Testing the effects of suppression and reappraisal on emotional concordance using a multivariate multilevel model.

Authors:  Emily A Butler; James J Gross; Kobus Barnard
Journal:  Biol Psychol       Date:  2013-09-19       Impact factor: 3.251

8.  Change point analysis for longitudinal physiological data: detection of cardio-respiratory changes preceding panic attacks.

Authors:  David Rosenfield; Enlu Zhou; Frank H Wilhelm; Ansgar Conrad; Walton T Roth; Alicia E Meuret
Journal:  Biol Psychol       Date:  2010-02-06       Impact factor: 3.251

9.  Measures of emotion: A review.

Authors:  Iris B Mauss; Michael D Robinson
Journal:  Cogn Emot       Date:  2009-02-01

10.  Four common conceptual fallacies in mapping the time course of recognition.

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Review 4.  Respiratory Changes in Response to Cognitive Load: A Systematic Review.

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6.  Testing for the Presence of Correlation Changes in a Multivariate Time Series: A Permutation Based Approach.

Authors:  Jedelyn Cabrieto; Francis Tuerlinckx; Peter Kuppens; Borbála Hunyadi; Eva Ceulemans
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