Abstract
Psychopathological and psychosomatic disorders are typically diagnosed according to a standardized set of criteria that are intended to reflect stable behavioral, cognitive, and emotional processes over time. However, decades of research have indicated that time-varying psychological, biological, and social influences interact to shape the trajectory of symptoms of psychopathological and psychosomatic disorders [1–3]. Disorders that vary as a function of temporal and environmental dynamics may have meaningful dynamical structure. Dynamical structure refers to the time-variant, sinusoidal form that individual and coupled processes take across repeated observations. For example, bipolar disorder II, which is characterized by rapid cycling between manic and depressive states, displays an oscillatory pattern in the manifestation of those symptoms over time [4]. Although dynamically structured disorders are common, they are often not treated as dynamical in theory or analysis [5]. Instead, the majority of studies have relied on means-based approaches to describe symptom variation.
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Notes
- 1.
Most studies have employed the damped linear oscillator model as in (8.1) with positive signs for each of the terms. Alternatively, negative signs are sometimes used for each term [21, 29]. With a negative sign for the damping coefficient (ζ), be aware that the interpretation would be opposite to the interpretation provided here.
References
Bolger N, Davis A, Rafaeli E. Diary methods: capturing life as it is lived. Annu Rev Psychol. 2003;54:579–616.
Myin-Germeys I, Oorschot M, Collip D, Lataster J, Delespaul P, van Os J. Experience sampling research in psychopathology: opening the black box of daily life. Psychol Med. 2009;39(9):1533–47.
Stone AA, Shifman S. Ecological momentary assessment (EMA) in behavioral medicine. Ann Behav Med. 1994;16(3):199–202.
Boker SM, Leibenluft E, Deboeck PR, Virk G, Postolache TT. Mood oscillations and coupling between mood and weather in patients with rapid cycling bipolar disorder. Int J Child Health Hum Dev. 2008;1(2):181–203.
Butler EA. Temporal interpersonal emotion systems: the “TIES” that form relationships. Pers Soc Psychol Rev. 2011;15(4):367–93.
Kahneman D. Objective happiness. In: Kahneman D, Diener E, Schwarz N, editors. Well-being: the foundations of Hedonic Psychology. New York: Russell Sage; 1999. p. 3–25.
Robinson MD, Clore GL. Belief and feeling: evidence for an accessibility model of emotional self-report. Psychol Bull. 2002;128(6):934–60.
Green AS, Rafaeli E, Bolger N, Shrout PE, Reis HT. Paper or plastic? Data equivalence in paper and electronic diaries. Psychol Methods. 2006;11(1):87–105.
Shiffman S, Stone AA, Hufford MR. Ecological momentary assessment. Annu Rev Clin Psychol. 2008;4:1–32.
Tennen H, Affleck G, Armeli S. Personality and daily experience revisited. J Pers. 2005;73(6):1465–83.
Nezlek JB. Multilevel random coefficient analyses of event- and interval-contingent data in social and personality psychology research. Pers Soc Psychol Bull. 2001;27(7):771–85.
Singer JD, Willett JB. Applied longitudinal data analysis: modeling change and event occurrence. New York: Oxford University Press; 2003.
Mazure CM. Life stressors as risk factors in depresion. Clin Psychol Sci Pract. 1998;5(3):291–313.
Monroe SM, Hadjiyannakis K. The social environment and depression: focusing on severe life stress. In: Gotlib IH, Hammen CL, editors. Handbook of depression. New York: Guilford Press; 2002. p. 314–40.
Hammen C. Stress and depression. Annu Rev Clin Psychol. 2005;1:293–319.
Kessler RC. The effects of stressful life events on depression. Annu Rev Psychol. 1997;48:191–214.
Zautra AJ, Smith BW. Depression and reactivity to stress in older women with rheumatoid arthritis and osteoarthritis. Psychosom Med. 2001;63(4):687–96.
Thelen E, Smith LB. A dynamic systems approach to the development of cognition and action. Cambridge, MA: MIT Press; 1996.
Gilden DL, Thornton T, Mallon MW. 1/f noise in human cognition. Science. 1995;267(5205):1837–9.
Boker SM, Graham J. A dynamical systems analysis of adolescent substance abuse. Multivar Behav Res. 1998;33(4):479–507.
Butner J, Amazeen PG, Mulvey GM. Multilevel modeling of two cyclical processes: extending differential structural equation modeling to nonlinear coupled systems. Psychol Methods. 2005;10(2):159–77.
Chow SM, Ram N, Boker SM, Fujita F, Clore G. Emotion as a thermostat: representing emotion regulation using a damped oscillator model. Emotion. 2005;5(2):208–25.
Reid KJ, Zee PC. Circadian rhythm disorders. Semin Neurol. 2004;24(3):315–25.
Ancoli-Israel S, Cole R, Alessi C, Chambers M, Moorcroft W, Pollak CP. The role of actigraphy in the study of sleep and circadian rhythms. Sleep. 2003; 26(3):342–92.
Krauchi K, Wirz-Justice A. Circadian clues to sleep onset mechanisms. Neuropsychopharmacology. 2001; 25(5 Suppl):S92–6.
Quera-Salva MA, Defrance R, Claustrat B, De Lattre J, Guilleminault C. Rapid shift in sleep time and acrophase of melatonin secretion in short shift work schedule. Sleep. 1996;19(7):539–43.
Van Someren EJ, Lijzenga C, Mirmiran M, Swaab DF. Long-term fitness training improves the circadian rest-activity rhythm in healthy elderly males. J Biol Rhythms. 1997;12(2):146–56.
Butner J, Diamond LM, Hicks AM. Attachment style and two forms of affect coregulation between romantic partners. Pers Relationship 2007;14(3):431–55.
Finan PH, Hessler EE, Amazeen PG, Butner J, Zautra AJ, Tennen H. Oscillations in daily pain prediction accuracy. Nonlinear Dynamics Psychol Life Sci. 2010;14(1):27–46.
Montpetit MA, Bergeman CS, Deboeck PR, Tiberio SS, Boker SM. Resilience-as-process: negative affect, stress, and coupled dynamical systems. Psychol Aging. 2010;25(3):631–40.
May RM. Simple mathematical models with very complicated dynamics. Nature. 1976;261:459–67.
Haken H, Kelso JA, Bunz H. A theoretical model of phase transitions in human hand movements. Biol Cybern. 1985;51(5):347–56.
Amazeen PG, Amazeen EL, Turvey MT. Breaking the reflectional symmetry of interlimb coordination dynamics. J Mot Behav. 1998;30(3):199–216.
Boker SM. Differential structural equation modeling of intraindividual variability. In: Collins LM, Sayer AG, editors. New methods for the analysis of change. Washington, DC: American Psychological Association; 2001. p. 5–27.
Boker SM, Nesselroade JR. A method for modeling the intrinsic dynamics of intraindividual variability: recovering the parameters of simulated oscillators in multi-wave panel data. Multivar Behav Res. 2002; 37(1):127–60.
Gu C. Adaptive spline smoothing in non-guassian regression models. J Am Stat Assoc. 1990;85(411): 801–7.
Kelso JAS. Dynamic patterns: the self-organization of brain and behavior. Cambridge, MA: MIT Press; 1995.
Bisconti TL, Bergeman CS, Boker SM. Emotional well-being in recently bereaved widows: a dynamical systems approach. J Gerontol B Psychol Sci Soc Sci. 2004;59(4):158–67.
Odgers CL, Mulvey EP, Skeem JL, Gardner W, Lidz CW, Schubert C. Capturing the ebb and flow of psychiatric symptoms with dynamical systems models. Am J Psychiatry. 2009;166(5):575–82.
Post AA, de Groot G, Daffertshofer A, Beek PJ. Pumping a playground swing. Mot Control. 2007; 11(2):136–50.
Kugler PN, Turvey MT. Information, natural law, and the self-assembly of rhythmic movement. Mahwah, NJ: Lawrence Erlbaum Associates; 1987.
Rosenblum LD, Turvey MT. Maintenance tendency in co-ordinated rhythmic movements: relative fluctuations and phase. Neuroscience. 1988;27(1): 289–300.
Michaels CF, Carello C. Direct perception. Englewood Cliffs, NJ: Prentice-Hall; 1981.
Solé R, Goodwin B. Signs of life: how complexity pervades biology. New York: Basic Books; 2000.
Chomsky N. Aspects of the theory of syntax. Cambridge, MA: MIT Press; 1965.
Bryk AS, Raudenbush SW. Hierarchical linear models: applications and data analysis methods. Newbury Park, CA: Sage; 1992.
Boker SM, Ghisletta P. Random coefficients models for control parameters in dynamical systems. Multilevel Model Newslett. 2001;13(1):10–7.
Luke DA. Multilevel modeling. In: Lewis-Beck MS, editor. Series: Quantitative applications in the social sciences. Thousand Oaks, CA: Sage; 2004. p. 1–79.
Von Holst E. Relative coordination as a phenomenon and as a method of analysis of central nervous system function. In: Martin R, editor. The collected papers of Erich Von Holst: the behavioral physiology of animal and man. Coral Gables, FL: University of Miami Press; 1973. p. 33–135.
Kelso JA. Phase transitions and critical behavior in human bimanual coordination. Am J Physiol. 1984; 246(6):R1000–4.
Kelso JAS, Schöner G, Scholz JP, Haken H. Phase-locked modes, phase transitions and component oscillators in biological motion. Phys Scripta. 1987;35(1): 79–87.
Post AA, Peper CE, Daffertshofer A, Beek PJ. Relative phase dynamics in perturbed interlimb coordination: stability and stochasticity. Biol Cybern. 2000; 83(5): 443–59.
Scholz JP, Kelso JA. A quantitative approach to understanding the formation and change of coordinated movement patterns. J Mot Behav. 1989;21(2): 122–44.
Boker SM. Consequences of continuity: the hunt for intrinsic properties within parameters of dynamics in psychological processes. Multivar Behav Res. 2002; 37(3):405–22.
Kelly GA, Blake C, Power CK, O’Keeffe D, Fullen BM. The association between chronic low back pain and sleep: a systematic review. Clin J Pain. 2011;27(2): 169–81.
Smith MT, Haythornthwaite JA. How do sleep disturbance and chronic pain inter-relate? Insights from the longitudinal and cognitive-behavioral clinical trials literature. Sleep Med Rev. 2004;8(2):119–32.
Smith MT, Quartana PJ, Okonkwo RM, Nasir A. Mechanisms by which sleep disturbance contributes to osteoarthritis pain: a conceptual model. Curr Pain Headache Rep. 2009;13(6):447–54.
Hamilton NA, Affleck G, Tennen H, Karlson C, Luxton D, Preacher KJ, et al. Fibromyalgia: the role of sleep in affect and in negative event reactivity and recovery. Health Psychol. 2008;27(4):490–7.
O’Brien EM, Waxenberg LB, Atchison JW, Gremillion HA, Staud RM, McCrae CS, et al. Negative mood mediates the effect of poor sleep on pain among chronic pain patients. Clin J Pain. 2010; 26(4):310–9.
Boker SM, Laurenceau J. Dynamical systems modeling: an application to the regulation of intimacy and disclosure in marriage. In: Walls TA, Schafer JL, editors. Models for intensive longitudinal data. New York: Oxford University Press; 2006. p. 195–218.
Boker SM, Laurenceau J. Coupled dynamics and mutually adaptive context. In: Little TD, Bovaird JA, Card NA, editors. Modeling contextual effects in longitudinal studies. Mahwah, NJ: Lawrence Erlbaum Associates; 2007. p. 299–324.
Nicholson JS, Deboeck PR, Farris JR, Boker SM, Borkowski JG. Maternal depressive symptomatology and child behavior: transactional relationship with simultaneous bidirectional coupling. Dev Psychol. 2011;47(5):1312–23.
Helm JL, Sbarra D, Ferrer E. Assessing cross-partner associations in physiological responses via coupled oscillator models. Emotion 2011:1–15. doi:10.1037/a0025036.
Abraham RH, Shaw CD. Dynamics: the geometry of behavior. Redwood City, CA: Addison-Wesley; 1992.
Beek PJ, Beek WJ. Tools for constructing dynamical models of rhythmic movement. Hum Movement Sci. 1988;7(2–4):301–42.
Beek PJ, Schmidt RC, Morris AW, Sim MY, Turvey MT. Linear and nonlinear stiffness and friction in biological rhythmic movements. Biol Cybern. 1995;73(6): 499–507.
Anderson KO, Bradley LA, Young LD, McDaniel LK, Wise CM. Rheumatoid arthritis: review of psychological factors related to etiology, effects, and treatment. Psychol Bull. 1985;98(2):358–87.
Rachman S, Arntz A. The overprediction and underprediction of pain. Clin Psychol Rev. 1991;11(4): 339–55.
Treffner PJ, Turvey MT. Handedness and the asymmetric dynamics of bimanual rhythmic coordination. J Exp Psychol Hum. 1995;21(2):318–33.
Treffner PJ, Turvey MT. Symmetry, broken symmetry, and handedness in bimanual coordination dynamics. Exp Brain Res. 1996;107(3):463–78.
Cacioppo JT, Gardner WL, Berntson GG. The affect system has parallel and integrative processing components: form follows function. J Pers Soc Psychol. 1999;76(5):839–55.
Russell JA, Carroll JM. On the bipolarity of positive and negative affect. Psychol Bull. 1999;125(1): 3–30.
Davis MC, Zautra AJ, Smith BW. Chronic pain, stress, and the dynamics of affective differentiation. J Pers. 2004;72(6):1133–59.
Zautra A, Smith B, Affleck G, Tennen H. Examinations of chronic pain and affect relationships: applications of a dynamic model of affect. J Consult Clin Psychol. 2001;69(5):786–95.
Ong AD, Bergeman CS, Bisconti TL, Wallace KA. Psychological resilience, positive emotions, and successful adaptation to stress in later life. J Pers Soc Psychol. 2006;91(4):730–49.
Zautra AJ, Berkhof J, Nicolson NA. Changes in affect interrelations as a function of stressful events. Cogn Emot. 2002;16(2):309–18.
Ursin H, Olff M. Psychobiology of coping and defence strategies. Neuropsychobiology. 1993;28(1–2): 66–71.
Linville PW. Self-complexity and affective extremity: don’t put all of your eggs in one cognitive basket. Soc Cogn. 1985;3(1):94–120.
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Hessler, E.E., Finan, P.H., Amazeen, P.G. (2013). Psychological Rhythmicities. In: Sturmberg, J., Martin, C. (eds) Handbook of Systems and Complexity in Health. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-4998-0_8
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