Literature DB >> 30988484

Complex affect dynamics add limited information to the prediction of psychological well-being.

Egon Dejonckheere1, Merijn Mestdagh2, Marlies Houben3, Isa Rutten3, Laura Sels3, Peter Kuppens3, Francis Tuerlinckx3.   

Abstract

Over the years, many studies have demonstrated a relation between emotion dynamics and psychological well-being1. Because our emotional life is inherently time-dynamic2-6, affective scientists argue that, next to how positive or negative we feel on average, patterns of emotional change are informative for mental health7-10. This growing interest initiated a surge in new affect dynamic measures, each claiming to capture a unique dynamical aspect of our emotional life, crucial for understanding well-being. Although this accumulation suggests scientific progress, researchers have not always evaluated (a) how different affect dynamic measures empirically interrelate and (b) what their added value is in the prediction of psychological well-being. Here, we address these questions by analysing affective time series data from 15 studies (n = 1,777). We show that (a) considerable interdependencies between measures exist, suggesting that single dynamics often do not convey unique information, and (b) dynamic measures have little added value over mean levels of positive and negative affect (and variance in these affective states) when predicting individual differences in three indicators of well-being (life satisfaction, depressive symptoms and borderline symptoms). Our findings indicate that conventional emotion research is currently unable to demonstrate independent relations between affect dynamics and psychological well-being.

Entities:  

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Year:  2019        PMID: 30988484     DOI: 10.1038/s41562-019-0555-0

Source DB:  PubMed          Journal:  Nat Hum Behav        ISSN: 2397-3374


  40 in total

Review 1.  Emotion, plasticity, context, and regulation: perspectives from affective neuroscience.

Authors:  Richard J Davidson; Daren C Jackson; Ned H Kalin
Journal:  Psychol Bull       Date:  2000-11       Impact factor: 17.737

Review 2.  Core affect and the psychological construction of emotion.

Authors:  James A Russell
Journal:  Psychol Rev       Date:  2003-01       Impact factor: 8.934

3.  Emotional inertia and psychological maladjustment.

Authors:  Peter Kuppens; Nicholas B Allen; Lisa B Sheeber
Journal:  Psychol Sci       Date:  2010-05-25

4.  Emotional inertia prospectively predicts the onset of depressive disorder in adolescence.

Authors:  Peter Kuppens; Lisa B Sheeber; Marie B H Yap; Sarah Whittle; Julian G Simmons; Nicholas B Allen
Journal:  Emotion       Date:  2011-10-10

5.  The relation between short-term emotion dynamics and psychological well-being: A meta-analysis.

Authors:  Marlies Houben; Wim Van Den Noortgate; Peter Kuppens
Journal:  Psychol Bull       Date:  2015-03-30       Impact factor: 17.737

6.  Time-based indicators of emotional complexity: interrelations and correlates.

Authors:  Daniel Grühn; Mark A Lumley; Manfred Diehl; Gisela Labouvie-Vief
Journal:  Emotion       Date:  2012-11-19

7.  Feelings change: accounting for individual differences in the temporal dynamics of affect.

Authors:  Peter Kuppens; Zita Oravecz; Francis Tuerlinckx
Journal:  J Pers Soc Psychol       Date:  2010-12

8.  Analysis of affective instability in ecological momentary assessment: Indices using successive difference and group comparison via multilevel modeling.

Authors:  Seungmin Jahng; Phillip K Wood; Timothy J Trull
Journal:  Psychol Methods       Date:  2008-12

9.  The bipolarity of affect and depressive symptoms.

Authors:  Egon Dejonckheere; Merijn Mestdagh; Marlies Houben; Yasemin Erbas; Madeline Pe; Peter Koval; Annette Brose; Brock Bastian; Peter Kuppens
Journal:  J Pers Soc Psychol       Date:  2018-02

10.  Critical slowing down as early warning for the onset and termination of depression.

Authors:  Ingrid A van de Leemput; Marieke Wichers; Angélique O J Cramer; Denny Borsboom; Francis Tuerlinckx; Peter Kuppens; Egbert H van Nes; Wolfgang Viechtbauer; Erik J Giltay; Steven H Aggen; Catherine Derom; Nele Jacobs; Kenneth S Kendler; Han L J van der Maas; Michael C Neale; Frenk Peeters; Evert Thiery; Peter Zachar; Marten Scheffer
Journal:  Proc Natl Acad Sci U S A       Date:  2013-12-09       Impact factor: 11.205

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  49 in total

1.  Momentary fluctuations in impulsivity domains: Associations with a history of childhood ADHD, heavy alcohol use, and alcohol problems.

Authors:  Sarah L Pedersen; Kevin M King; Kristine A Louie; Jay C Fournier; Brooke S G Molina
Journal:  Drug Alcohol Depend       Date:  2019-10-28       Impact factor: 4.492

2.  State-Level Impulsivity, Affect, and Alcohol: A Psychometric Evaluation of the Momentary Impulsivity Scale Across Two Intensive Longitudinal Samples.

Authors:  Angela K Stevens; Brittany E Blanchard; Amelia E Talley; Jennifer L Brown; Max A Halvorson; Tim Janssen; Kevin M King; Andrew K Littlefield
Journal:  J Res Pers       Date:  2020-01-15

3.  Using free association networks to extract characteristic patterns of affect dynamics.

Authors:  Yaniv Dover; Zohar Moore
Journal:  Proc Math Phys Eng Sci       Date:  2020-04-15       Impact factor: 2.704

4.  The occurrence and correlates of emotional interdependence in romantic relationships.

Authors:  Laura Sels; Jed Cabrieto; Emily Butler; Harry Reis; Eva Ceulemans; Peter Kuppens
Journal:  J Pers Soc Psychol       Date:  2019-09-12

5.  Neuroticism may not reflect emotional variability.

Authors:  Elise K Kalokerinos; Sean C Murphy; Peter Koval; Natasha H Bailen; Geert Crombez; Tom Hollenstein; John Gleeson; Renee J Thompson; Dimitri M L Van Ryckeghem; Peter Kuppens; Brock Bastian
Journal:  Proc Natl Acad Sci U S A       Date:  2020-04-15       Impact factor: 11.205

6.  Understanding short-term variability in life satisfaction: The Individual Differences in Evaluating Life Satisfaction (IDELS) model.

Authors:  Emily C Willroth; Oliver P John; Jeremy C Biesanz; Iris B Mauss
Journal:  J Pers Soc Psychol       Date:  2019-09-02

7.  The distribution of daily affect distinguishes internalizing and externalizing spectra and subfactors.

Authors:  Aaron S Heller; Caitlin A Stamatis; Nikki A Puccetti; Kiara R Timpano
Journal:  J Abnorm Psychol       Date:  2021-03-29

8.  Tangle: A metric for quantifying complexity and erratic behavior in short time series.

Authors:  Robert G Moulder; Katharine E Daniel; Bethany A Teachman; Steven M Boker
Journal:  Psychol Methods       Date:  2021-01-28

9.  Depression risk factors and affect dynamics: An experience sampling study.

Authors:  Carter J Funkhouser; Ariela J E Kaiser; Kira L Alqueza; Vivian L Carrillo; Lija M K Hoffman; Carver B Nabb; Randy P Auerbach; Stewart A Shankman
Journal:  J Psychiatr Res       Date:  2021-01-07       Impact factor: 4.791

10.  Affective Dynamics and Mean Levels of Preschool Irritability and Sadness: Predictors of Children's Psychological Functioning Two Years Later.

Authors:  Emma Chad-Friedman; Katherine A Leppert; Thomas M Olino; Sara J Bufferd; Lea R Dougherty
Journal:  Child Psychiatry Hum Dev       Date:  2021-01-21
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