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Complex affect dynamics add limited information to the prediction of psychological well-being.
Open accessAbstract
Over the years, many studies have demonstrated a relation between emotion dynamics and psychological well-being 1. Because our emotional life is inherently time-dynamic 2-6, affective scientists argue that, next to how positive or negative we feel on average, patterns of emotional change are informative for mental health 7-10. 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.
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The CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267
Regression shrinkage and selection via the lasso
Tibshirani, R. (1996) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1996.tb02080.x · Cited by 51,482
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910
Development and validation of brief measures of positive and negative affect: The PANAS scales.
Watson, D., Clark, L. A., & Tellegen, A. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.54.6.1063 · Cited by 32,433
The satisfaction with life scale
Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985) · Journal of Personality Assessment · doi:10.1207/s15327752jpa4901_13 · Cited by 31,768
Subjective well-being: Three decades of progress.
Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999) · Psychological Bulletin · doi:10.1037/0033-2909.125.2.276 · Cited by 12,910
A general and simple method for obtaining R 2 from generalized linear mixed‐effects models
Nakagawa, S., & Schielzeth, H. (2013) · Methods in Ecology and Evolution · doi:10.1111/j.2041-210x.2012.00261.x · Cited by 10,356
Beck, A. T., Steer, R. A., & Brown, G. (2011) · PsycTESTS Dataset · doi:10.1037/t00742-000 · Cited by 7,535
(1993) · Cited by 7,136
Core affect and the psychological construction of emotion.
Russell, J. A. (2003) · Psychological Review · doi:10.1037/0033-295x.110.1.145 · Cited by 6,113
Research works printed but not linked: 6
- Scherer, K. R. in Introduction to Social Psychology: A European Perspective 3rd edn (eds Hewstone, M. & Stroebe, W.) 151–191 (Blackwell, Oxford, 2000).
- von Mises, R. Mathematical Theory and Probability and Statistics (Academic Press, New York, 1964).
- First, M. B, Spitzer, R. L, Gibbon, M. & Williams, J. B. W. in Structured Clinical Interview for DSM-IV-TR Axis I Disorders Research Version, Patient Edition. (BiometricsResearch: New York, 2002).
- Distel, M. A., de Moor, H. M. & Boomsma, D. I. Dutch translation of the personality assessment inventory borderline features scale (PAI-BOR): norms, factor structure and reliability. Psychol. Health 37, 38–46 (2009).
- First, M. B., Gibbon, M., Spitzer, R. L., Williams, J. B. W. & Benjamin, L. S. Structured Clinical Interview for DSM-IV Axis II Personality Disorders (SCID-II) (American Psychiatric Press, Washington, 1997).
- Kutner, M., Nachtsheim, C., Neter, J. & Li, W. Applied Linear Statistical Models 5th edn (McGraw-Hill, New York, 2004).
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Metadata
- Authors
- Dejonckheere, E., Mestdagh, M., Houben, M., Rutten, I., Sels, L., Kuppens, P., & Tuerlinckx, F.
- Affiliations
- KU Leuven (BE)
- Corresponding author
- Dejonckheere, Egon
- Mestdagh, Merijn
- ORCID
- Venue
- Nature Human Behaviour
- Published
- 2019-04-15
- Volume
- 3
- Issue
- 5
- Pages
- 478-491
- ISSN
- 2397-3374 (ISSN-L)
- OpenAlex
- W2902635246
- Semantic Scholar
- f4e44a55354e81dd34c4bfb75e2a34d9d3eb6f0f
- Cited by
- 431
- References
- 88
- Citations by year
- 2026: 33 · 2025: 56 · 2024: 78 · 2023: 68 · 2022: 52 · 2021: 78 · 2020: 52 · 2019: 13
- FWCI
- 7.28
- Type
- journal article
- Language
- en
- Open access
- green
- lirias.kuleuven.be
- Licence
- Locations
- Nature Human Behaviour (publishedVersion)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Ghent University Academic Bibliography (Ghent University) (submittedVersion)
- Lirias (submittedVersion, other-oa)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Social Sciences › Psychology › Social Psychology › Psychological Well-being and Life Satisfaction
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- affect dynamics, emotional dynamics, psychological well-being, life satisfaction, depressive symptoms, borderline symptoms, positive and negative affect
- MeSH terms
- Borderline Personality Disorder, Depression, Major Depressive Disorder, Emotions, Humans, Personal Satisfaction, Psychometrics
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