Abstract
In recent years there has been considerable interest in the construction of nonlinear models of the dynamics of human behavior. In this exploratory article we argue that attempts at controlling problematic thoughts, emotions, or behaviors can lead to nonlinearity in mental/behavioral dynamics. We illustrate our model by fitting threshold autoregression models to self-recorded time series of the daily highs in intensity of anxiety and obsessive ruminations, kept by an individual in therapy for this problem. In our discussion, we raise the possibility that bifurcations that occur in this nonlinear model may offer insight into mental control paradoxes.
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REFERENCES
Abarbanel, H. D. I. (1996). Analysis of observed chaotic data. New York: Springer.
Bar-Yam, Y. (1997). Dynamics of complex systems. Reading, MA: Perseus Books.
Berecz, J. M. (1992). Understanding Tourette syndrome, obsessive compulsive disorder, and related problems:Adevelopmental and catastrophe theory perspective. NewYork: Springer.
Brock, W. A. & Durlauf, S. N. (1999). A formal model of theory choice in science. Economic Theory, 14, 113–130.
Brock, W. A. & Durlauf, S. N. (2000). Interactions-based models. In Handbook of econometrics V. E. Leamer and J. Heckman (eds.), North Holland Amsterdam.
Carver, C. S. & Scheier, M. F. (1992). Confidence, doubt and coping with anxiety. In Forgays, D. G., Sosnowski, T. & Wrzesniewski, K (eds.) Anxiety: Recent developments in cognitive, psychophysiological, and health research (pp. 13–22). Washington, D.C.: Hemisphere Publishing.
Carver, C. S. & Scheier, M. F. (1999). Themes and issues in the self-regulation of behavior. In Wyer, R. S. (ed.) Perspectives on behavioral self-regulation: Advances in social cognition, Volume XII (pp. 1–105). Mahwah, NJ: Lawrence Erlbaum Associates.
Deissler, R. J. & Farmer, J. D. (1992). Deterministic noise amplifiers. Physica D, 55, 155–165.
Epstein, J. (1997). Nonlinear dynamics, mathematical biology, and social science. Reading, MA: Addison-Wesley.
Forgays, D. G. & Forgays, D. K. (1992). Isolation, anxiety reduction, and health. In Forgays, D. G., Sosnowski, T. & Wrzesniewski, K (eds.) Anxiety: Recent developments in cognitive, psychophysiological, and health research (pp. 229–244). Washington, D.C.: Hemisphere Publishing.
Guastello, S. J. (1995). Chaos, catastrophe, and human affairs: Applications of nonlinear dynamics to work, organizations, and social evolution. Mahwah, N.J.: Lawrence Erlbaum Associates.
Hansen, B. E. (1996). Inference when a nuisance parameter is not identified under the null hypothesis. Econometrica, 64, 413–430.
Hansen, B. E. (1997). Inference in TAR Models. Studies in Nonlinear Dynamics and Econometrics. 2, 1–14.
Hansen, B. E. (1999). Testing for linearity. Social Systems Institute Working Paper #9907. Madison, WI: Social Systems Institute.
Hansen, B. E. (2000). Sample splitting and threshold estimation. Econometrica, 68, 575–603.
Helson, H. (1964). Adaptation-level theory: An experimental and systematic approach to behavior. New York: Harper & Row.
Hsee, C. K. & Abelson, R. P. (1991). Velocity relation: Satisfaction as a function of the first derivative of outcome over time. Journal of Personality and Social Psychology, 60, 341–347.
Kirsch, I. & Lynn, S.J. (1999). Automaticity in Clinical Psychology. American Psychologist, 54, 504–515.
Martin, L.L. & Tesser, A. (1996). Some ruminative thoughts. In Wyer, R. S., (ed.) Ruminative Thoughts: Advances in Social Cognition, Volume IX (pp. 1–47). Mahwah, N. J.: Lawrence Erlbaum.
Parducci, A. (1995). Happiness, pleasure, and judgment: The contextual theory and its applications. Mahwah, N.J.: Lawrence Erlbaum Associates.
Tong, H. (1990). Non-linear time series: A dynamical system approach. New York: Clarendon Press.
Vallacher, R. R. & Nowak, A. (1994). The chaos in social psychology. In Vallacher, R. R. & Nowak, A. (eds.) Dynamical Systems in Social Psychology (pp. 1–16). NewYork: Academic Press.
Warren, K., & Knox, K. (2000). Offense cycles, thresholds and bifurcations: Applying dynamical systems theory to the behaviors of adolescent sex offenders. Journal of Social Service Research, 27, 1–27.
Warren, K., Hawkins, R. & Sprott, J. C. (2000). Substance abuse as a dynamical disease: Evidence and clinical implications of nonlinearity in a time series of daily alcohol consumption. Addictive Behaviors, in press.
Wegner, D. M. (1989). White bears and other unwanted thoughts: Suppression, obsession and the psychology of mental control. New York: Viking.
Wegner, D.M. (1994). Ironic processes of mental control. Psychological Review, 101, 34–52.
Wegner, D. M. & Gold, D. B. (1995). Fanning old flames: Emotional and cognitive effects of suppressing thoughts of a past relationship. Journal of Personality and Social Psychology, 68, 782–792.
Wegner, D. M., Schneider, D. J., Carter, S. R., White, T. L., (1987). Paradoxical Effects of Thought Suppression. Journal of Personality and Social Psychology, 53, 5–13.
Wegner, D. M. & Wenzlaff, R. M. (1996). Mental control. In Higgens, E. T.& Kruglanski, A.W. (eds.) Social Psychology: Handbook of Basic Principles (pp 466–492). New York: Guilford Press.
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Warren, K., Sprott, J.C. & Hawkins, R.C. The Spirit Is Willing: Nonlinearity, Bifurcations, and Mental Control. Nonlinear Dynamics Psychol Life Sci 6, 55–70 (2002). https://doi.org/10.1023/A:1012258019682
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DOI: https://doi.org/10.1023/A:1012258019682