Bistability and Affect Shift Dynamics in the Prediction of Psychological Well-Being

被引:0
作者
Goicoechea, Carmen [1 ,2 ]
Dakos, Vasilis [3 ]
Sanabria, Daniel [1 ,2 ]
Heshmati, Saida [4 ]
Westhoff, Marlon [5 ]
Banos, Oresti [6 ]
Pomares, Hector [6 ]
Hofmann, Stefan G. [5 ]
Perakakis, Pandelis [7 ]
机构
[1] Univ Granada, Mind Brain & Behav Res Ctr, Campus Univ Cartuja, Granada 18071, Spain
[2] Univ Granada, Dept Expt Psychol, Granada, Spain
[3] Univ Montpellier, Inst Sci Evolut Montpellier, Montpellier, France
[4] Claremont Grad Univ, Dept Psychol, Claremont, CA USA
[5] Philipps Univ Marburg, Dept Psychol, Marburg, Germany
[6] Univ Granada, Res Ctr Informat & Commun Technol, Granada, Spain
[7] Univ Complutense Madrid, Dept Social Work & Differential Psychol, Campus Somosaguas S-N, Pozuelo De Alarcon 28223, Madrid, Spain
关键词
affect dynamics; bistability; psychological well-being; affect shift ratio; ecological momentary assessment; BORDERLINE PERSONALITY-DISORDER; INDIVIDUAL-DIFFERENCES; RESILIENCE; VALIDITY; EMOTION; SATISFACTION; BIPOLARITY; DEPRESSION; HAPPINESS; CLIMATE;
D O I
10.1037/emo0001454
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
How affective experiences, such as feelings, emotions, and moods, fluctuate over time is relevant for understanding and predicting psychological well-being. Here, we present a novel approach to investigate affect dynamics grounded on the concept of multistability, a common behavior of complex systems, characterized by abrupt shifts between two or more stable states. We analyze self-report measures in two ecological momentary assessment studies from Spain (N = 65) and Germany (N = 56). Participants were asked to rate how they feel on a single bipolar visual analogue scale ranging from very bad to very good, 6 times a day over the course of 29 days in the Spanish study and 5 times a day during 21 days in the German study. We observe bistable behavior in 61.5% of the Spanish and 46% of the German sample. Further, we introduce a range of metrics to quantify the frequency and magnitude of shifts between positive and negative affect and identify the positive to negative affect shift ratio as a robust predictor of psychological well-being. Our results suggest that affective bistability is a prevalent feature of affect dynamics and highlight the potential of positive to negative affect shift ratio as a valuable tool for predicting psychological well-being both in research and clinical settings.
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页数:16
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共 61 条
  • [1] Measuring happiness with a single-item scale
    Abdel-Khalek, AM
    [J]. SOCIAL BEHAVIOR AND PERSONALITY, 2006, 34 (02): : 139 - 149
  • [2] Smartphone-Based Platform for Affect Monitoring through Flexibly Managed Experience Sampling Methods
    Bailon, Carlos
    Damas, Miguel
    Pomares, Hector
    Sanabria, Daniel
    Perakakis, Pandelis
    Goicoechea, Carmen
    Banos, Oresti
    [J]. SENSORS, 2019, 19 (15)
  • [3] Boker Steven M, 2008, Int J Child Health Hum Dev, V1, P181
  • [4] Bond FW, 2011, BEHAV THER, V42, P676, DOI 10.1016/j.beth.2011.03.007
  • [5] Brock WA, 2012, PLOS ONE, V7, DOI [10.1371/journal.pone.0045586, 10.1371/journal.pone.0041010]
  • [6] Charland LC, 2005, J CONSCIOUSNESS STUD, V12, P82
  • [7] Assessing the validity of single-item life satisfaction measures: results from three large samples
    Cheung, Felix
    Lucas, Richard E.
    [J]. QUALITY OF LIFE RESEARCH, 2014, 23 (10) : 2809 - 2818
  • [8] Emotion as a thermostat: Representing emotion regulation using a damped oscillator model
    Chow, SM
    Ram, N
    Boker, SM
    Fujita, F
    Clore, G
    [J]. EMOTION, 2005, 5 (02) : 208 - 225
  • [9] Developing an item pool to assess processes of change in psychological interventions: The Process-Based Assessment Tool (PBAT)
    Ciarrochi, Joseph
    Sahdra, Baljinder
    Hofmann, Stefan G.
    Hayes, Steven C.
    [J]. JOURNAL OF CONTEXTUAL BEHAVIORAL SCIENCE, 2022, 23 : 200 - 213
  • [10] Development, Validation, and Comparison of Self-Report Measures for Positive and Negative Affect in Intensive Longitudinal Research
    Cloos, Leonie
    Ceulemans, Eva
    Kuppens, Peter
    [J]. PSYCHOLOGICAL ASSESSMENT, 2023, 35 (03) : 189 - 204