Chaos, self-organization, and psychology.
Abstract
A variety of investigators in recent years have proposed models of psychological systems based on the concepts of chaos, nonlinear dynamics, and self-organization. Unfortunately, psychologists in general have little understanding of these important ideas. These terms are defined, and their relationships are discussed. The value of applying these concepts to psychological systems is demonstrated by exploring their utility in areas ranging from neuroscience to clinical psychology. Some of the difficulties in using nonlinear concepts and methodologies in empirical investigations are also discussed.
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Complex dynamic systems theory suggests that psychological processes are perpetually changing.
“Another reason to expect inconsistency in associations is the complex dynamic systems theory, which suggests that psychological processes are perpetually changing [46].”
From Using person-specific networks in psychotherapy: challenges, limitations, and how we could use them anyway (2020) · cites this paper as [46]
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Scherbaum, S., Dshemuchadse, M., & Kalis, A. (2008) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.8.4.454 · Cited by 29 · see citing works
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Paape, D., Avetisyan, S., Lago, S., & Vasishth, S. (2021) · Cognitive Science · doi:10.1111/cogs.13019 · Cited by 25 · see citing works
Bergman, L. R., Andershed, H., & Andershed, A. (2009) · Development and Psychopathology · doi:10.1017/s0954579409000522 · Cited by 28 · see citing works
Singer, R. N., & Chen, D. (1994) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.1994.10607609 · Cited by 27 · see citing works
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Bob, P., Šusta, M., Chládek, J., Gláslová, K., & Paluš, M. (2009) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2008.12.013 · Cited by 23 · see citing works
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Peck, S. C. (2007) · Journal of Personality · doi:10.1111/j.1467-6494.2007.00470.x · Cited by 23 · see citing works
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Partanen, J. (2015) · Environment and Planning B Planning and Design · doi:10.1068/b140064p · Cited by 22 · see citing works
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Krpan, D. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.01204 · Cited by 21 · see citing works
Cui, J., Lichtwarck‐Aschoff, A., Olthof, M., Li, T., & Hasselman, F. (2022) · Multivariate Behavioral Research · doi:10.1080/00273171.2022.2119927 · Cited by 20 · see citing works
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Bromberg, P. M. (1995) · Psychoanalytic Dialogues · doi:10.1080/10481889509539089 · Cited by 21 · see citing works
Perruchet, P. (2005) · Psychological Research · doi:10.1007/s00426-004-0205-6 · Cited by 24 · see citing works
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Karaturhan, P., Arıkan, E., Durak, P., Yantaç, A. E., & Kuşçu, K. (2022) · Nordic Conference on Human-Computer Interaction · doi:10.1145/3546155.3546676 · Cited by 21 · see citing works
Zera, D. A., & Lucian, D. G. (2001) · Learning Disability Quarterly · doi:10.2307/1511067 · Cited by 20 · see citing works
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Katerndahl, D. A. (2009) · Journal of Evaluation in Clinical Practice · doi:10.1111/j.1365-2753.2009.01228.x · Cited by 20 · see citing works
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Garcı́a-Toro, M., Ruiz, J. S., Talavera, J. A., & Blanco, C. (1999) · Comprehensive Psychiatry · doi:10.1016/s0010-440x(99)90011-1 · Cited by 19 · see citing works
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Milovanovic, D. R. (1996) · Justice Quarterly · doi:10.1080/07418829600093121 · Cited by 20 · see citing works
WILLIAMS, C. R., & Arrigo, B. A. (2001) · Theoretical Criminology · doi:10.1177/1362480601005002005 · Cited by 20 · see citing works
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Thorne, A. (1995) · Journal of Personality · doi:10.1111/j.1467-6494.1995.tb00507.x · Cited by 19 · see citing works
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Karanika‐Murray, M., & Cox, T. (2009) · European Journal of Work and Organizational Psychology · doi:10.1080/13594320902995916 · Cited by 18 · see citing works
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Arrigo, B. (2002) · International Journal of Law and Psychiatry · doi:10.1016/s0160-2527(01)00109-1 · Cited by 19 · see citing works
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- Authors
- Barton, S.
- Affiliations
- Ralph H. Johnson VA Medical Center (US)
- Corresponding author
- Barton, Scott
- Venue
- American Psychologist
- Published
- 1994
- Volume
- 49
- Issue
- 1
- Pages
- 5-14
- ISSN
- 0003-066X (ISSN-L)
- 1935-990X
- OpenAlex
- W1992788167
- Cited by
- 309
- References
- 0
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 4 · 2023: 7 · 2022: 11 · 2021: 8 · 2020: 6 · 2019: 6 · 2018: 4 · 2017: 10 · 2016: 7 · 2015: 9 · 2014: 11 · 2013: 10 · 2012: 4
- FWCI
- 26.31
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- American Psychologist (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computational Theory and Mathematics › Chaos, Complexity, and Education
- Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Complex Systems and Dynamics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Embodied and Extended Cognition
- Keywords
- chaos theory, self-organization, nonlinear dynamics, psychological systems, clinical psychology
- MeSH terms
- Animals, Arousal, Attention, Brain, Electroencephalography, Humans, Synaptic Transmission, Psychophysiology, Nonlinear Dynamics
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