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Articles

Destabilization in self-ratings of the psychotherapeutic process is associated with better treatment outcome in patients with mood disorders

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Pages 520-531 | Received 28 Nov 2018, Accepted 05 Jun 2019, Published online: 01 Jul 2019

References

  • Bates, D. , Mächler, M. , Bolker, B. , & Walker, S. (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software , 67 (1), 1–48.
  • Borsboom, D. , & Cramer, A. O. J. (2013). Network analysis: An integrative approach to the Structure of psychopathology. Annual Review of Clinical Psychology , 9 (1), 91–121. doi: 10.1146/annurev-clinpsy-050212-185608
  • Borsboom, D. , Cramer, A. O. J. , Schmittmann, V. D. , Epskamp, S. , & Waldorp, L. J. (2011). The small world of psychopathology. PLoS ONE , 6 (11), doi: 10.1371/journal.pone.0027407
  • Bosman, A. M. T. (2017). Disorders are reduced normativity emerging from the relationship between organisms and their environment. In K. Hens , D. Cutas , & D. Horstkötter (Eds.), Parental responsibility in the context of neuroscience and genetics (pp. 35–54). Switzerland : Springer International Publishing.
  • Carey, T. A. (2011). Exposure and reorganization: The what and how of effective psychotherapy. Clinical Psychology Review , 31 (2), 236–248. doi: 10.1016/j.cpr.2010.04.004
  • Cramer, A. O. J. , van Borkulo, C. D. , Giltay, E. J. , van der Maas, H. L. J. , Kendler, K. S. , Scheffer, M. , & Borsboom, D. (2016). Major depression as a complex dynamic system. Plos One , 11 (12), e0167490.
  • Cuijpers, P. , van Straten, A. , Bohlmeijer, E. , Hollon, S. D. , & Andersson, G. (2010). The effects of psychotherapy for adult depression are overestimated: A meta-analysis of study quality and effect size. Psychological Medicine , 40 (2), 211. doi: 10.1017/S0033291709006114
  • Fartacek, C. , Schiepek, G. , Kunrath, S. , Fartacek, R. , & Plöderl, M. (2016). Real-time monitoring of non-linear suicidal dynamics: Methodology and a demonstrative case report. Frontiers in Psychology , 7 , 130. doi: 10.3389/fpsyg.2016.00130
  • Fried, E. I. , & Nesse, R. M. (2015). Depression sum-scores don’t add up: Why analyzing specific depression symptoms is essential. BMC Medicine , 13 (1), doi: 10.1186/s12916-015-0325-4
  • Gelo, O. C. G. , & Salvatore, S. (2016). A dynamic systems approach to psychotherapy: A meta-theoretical framework for explaining psychotherapy change processes. Journal of Counseling Psychology , 63 , 379–395. doi: 10.1037/cou0000150
  • Granic, I. (2005). Timing is everything: Developmental psychopathology from a dynamic systems perspective. Developmental Review , 25 , 386–407. doi: 10.1016/j.dr.2005.10.005
  • Gumz, A. , Bauer, K. , & Brähler, E. (2012). Corresponding instability of patient and therapist process ratings in psychodynamic psychotherapies. Psychotherapy Research , 22 , 26–39. doi: 10.1080/10503307.2011.622313
  • Haken, H. (1983). Synergetics: An introduction. Non-equilibrium phase transition and self-self organisation in physics, chemistry and biology . Berlin : Springer Verlag.
  • Haken, H. (1992). Synergetics in psychology. In W. Tschacher , G. Schiepek , & E. J. Brunner (Eds.), Self-organization and clinical psychology. Springer series in synergetics (pp. 32–54). Berlin : Springer.
  • Haken, H. (2006). Synergetics of brain function. International Journal of Psychophysiology , 60 (2), 110–124. doi: 10.1016/j.ijpsycho.2005.12.006
  • Haken, H. , Kelso, J. A. S. , & Bunz, H. (1985). A theoretical model of phase transitions in human hand movements. Biological Cybernetics , 51 , 347–356. doi: 10.1007/BF00336922
  • Haken, H. , & Schiepek, G. (2010). Synergetik in der psychology [Synergetics in psychology] (2nd ed.). Göttingen : Hogrefe.
  • Hayes, A. M. , Feldman, G. C. , Beevers, C. , Laurenceau, J. , Cardaciotto, L. , & Lewis-Smith, J. (2007). Discontinuities and cognitive changes in an exposure-based cognitive therapy for depression. Journal of Consulting and Clinical Psychology , 75 (3), 409–421. doi: 10.1037/0022-006X.75.3.409
  • Hayes, A. M. , Laurenceau, J.-P. , Feldman, G. , Strauss, J. L. , & Cardaciotto, L. (2007). Change is not always linear: The study of nonlinear and discontinuous patterns of change in psychotherapy. Clinical Psychology Review , 27 , 715–723. doi: 10.1016/j.cpr.2007.01.008.Change
  • Hayes, A. M. , & Strauss, J. L. (1998). Dynamic systems theory as a paradigm for the study of change in psychotherapy: An application to cognitive therapy for depression. Journal of Consulting and Clinical Psychology , 66 , 939–947. doi: 10.1037/0022-006X.66.6.939
  • Hayes, A. M. , & Yasinski, C. (2015). Pattern destabilization and emotional processing in cognitive therapy for personality disorders. Frontiers in Psychology , 6 , 107.
  • Hayes, A. M. , Yasinski, C. , Ben Barnes, J. , & Bockting, C. L. H. (2015). Network destabilization and transition in depression: New methods for studying the dynamics of therapeutic change. Clinical Psychology Review , 41 , 27–39. doi: 10.1016/j.cpr.2015.06.007
  • Holtzheimer, P. E. , & Mayberg, H. S. (2011). Stuck in a rut: Rethinking depression and its treatment. Trends in Neurosciences , 34 (1), 1–9. doi: 10.1016/j.tins.2010.10.004
  • Jacobson, N. S. , & Truax, P. (1991). Clinical significance: A statistical approach to defining meaningful change in psychotherapy research. Journal of Consulting and Clinical Psychologv , 59 (1), 12–19. doi: 10.1037/0022-006X.59.1.12
  • Kapur, S. , Phillips, A. G. , & Insel, T. R. (2012). Why has it taken so long for biological psychiatry to develop clinical tests and what to do about it. Molecular Psychiatry , 17 (12), 1174–1179. doi: 10.1038/mp.2012.105
  • Kazdin, A. E. (2005). Treatment outcomes, common factors, and continued neglect of mechanisms of change. Clinical Psychology: Science and Practice , 12 (2), 184–188. doi: 10.1093/clipsy/bpi023
  • Kazdin, A. E. (2007). Mediators and mechanisms of change in psychotherapy research. Annual Review of Clinical Psychology , 3 , 1–27. doi: 10.1146/annurev.clinpsy.3.022806.091432
  • Kazdin, A. E. (2009). Understanding how and why psychotherapy leads to change. Psychotherapy Research , 19 , 418–428. doi: 10.1080/10503300802448899
  • Kelso, J. A. S. (1997). Dynamic patterns: The self-organization of brain and behavior . MIT press.
  • Kelso, J. A. S. , Schöner, G. , Scholz, J. P. , & Haken, H. (1987). Phase-locked modes, phase transitions and component oscillators in biological motion. Physica Scripta , 35 (1), 79–87. doi: 10.1088/0031-8949/35/1/020
  • Kendler, K. S. , Zachar, P. , & Craver, C. (2011). What kinds of things are psychiatric disorders? Psychological Medicine , 41 (6), 1143–1150. doi: 10.1017/S0033291710001844
  • Lichtwarck-Aschoff, A. , Hasselman, F. , Cox, R. F. A. , Pepler, D. , & Granic, I. (2012). A characteristic destabilization profile in parent-child Interactions associated with treatment efficacy for aggressive children. Nonlinear Dynamics, Psychology, and Life Sciences , 16 , 353–379.
  • Lorenzo-Luaces, L. , & DeRubeis, R. J. (2018). Miles to go before we sleep: Advancing the understanding of psychotherapy by modeling complex processes. Cognitive Therapy and Research , 42 (0), 212–217. doi: 10.1007/s10608-018-9893-x
  • Mahoney, M. J. (1991). Human change processes: The scientific foundations of psychotherapy . New York : BasicBooks.
  • Moritz, S. , & Bartz-Beielstein, T. (2017). imputeTS: Time series missing value imputation in R. The R Journal , 9 (1), 207–218.
  • Nelson, B. , McGorry, P. D. , Wichers, M. , Wigman, J. T. W. , & Hartmann, J. A. (2017). Moving from static to dynamic models of the onset of mental disorder. JAMA Psychiatry , 74 , 528–534. doi: 10.1001/jamapsychiatry.2017.0001
  • Norcross, J. C. , & Wampold, B. E. (2011). Evidence-based therapy relationships: Research conclusions and clinical practices. Psychotherapy , 48 , 98–102. doi: 10.1037/a0022161
  • Olthof, M. , Hasselman, F. , Strunk, G. , van Rooij, M. , Aas, B. , Helmich, M. A. , …  Lichtwarck-Aschoff, A. (in press). Critical fluctuations as an early-warning signal for sudden gains and losses in patients receiving psychotherapy for mood disorders. Clinical Psychological Science .
  • R Core Team . (2017). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Retrieved from https://www.r-project.org/
  • Robinson, L. A. , Berman, J. S. , & Neimeyer, R. A. (1990). Psychotherapy for the treatment of depression: A comprehensive review of controlled outcome research. Psychological Bulletin , 108 , 30–49. doi: 10.1037/0033-2909.108.1.30
  • Scheffer, M. , Bascompte, J. , Brock, W. A. , Brovkin, V. , Carpenter, S. R. , Dakos, V. , …  Sugihara, G. (2009). Early-warning signals for critical transitions. Nature , 461 (7260), 53–59. doi: 10.1038/nature08227
  • Schiepek, G. (2003). A dynamic systems approach to clinical case formulation. European Journal of Psychological Assessment , 19 , 175–184. doi: 10.1027//1015-5759.19.3.175
  • Schiepek, G. , Aichhorn, W. , Gruber, M. , Strunk, G. , Bachler, E. , & Aas, B. (2016). Real-time monitoring of psychotherapeutic processes: Concept and compliance. Frontiers in Psychology , 7 , 604.
  • Schiepek, G. , Aichhorn, W. , & Strunk, G. (2012). Der Therapie-Prozessbogen (TPB)—Faktorenstruktur und psychometrische daten. Zeitschrift für Psychosomatische Medizin und Psychotherapie , 58 , 257–266. doi: 10.13109/zptm.2012.58.3.257
  • Schiepek, G. , Eckert, H. , Aas, B. , Wallot, S. , & Wallot, A. (2016). Integrative psychotherapy: A feedback-driven dynamic systems approach . Göttingen : Hogrefe.
  • Schiepek, G. , Heinzel, S. , Karch, S. , Plöderl, M. , & Strunk, G. (2016). Synergetics in psychology: Patterns and pattern transitions in human change processes. In A. Pelster , & G. Wunner (Eds.), Selforganization in complex systems: The past, present, and future of synergetics. Understanding complex systems (pp. 181–208). Switzerland : Springer International.
  • Schiepek, G. , & Strunk, G. (2010). The identification of critical fluctuations and phase transitions in short term and coarse-grained time series—a method for the real-time monitoring of human change processes. Biological Cybernetics , 102 , 197–207. doi: 10.1007/s00422-009-0362-1
  • Schiepek, G. , Tominschek, I. , & Heinzel, S. (2014). Self-organization in psychotherapy: Testing the synergetic model of change processes. Frontiers in Psychology , 5 , 1089. doi: 10.3389/fpsyg.2014.01089
  • Schiepek, G. , Viol, K. , Aichhorn, W. , Hütt, M. T. , Sungler, K. , Pincus, D. , & Schöller, H. J. (2017). Psychotherapy is chaotic– (not only) in a computational world. Frontiers in Psychology , 8 , 379. doi: 10.3389/fpsyg.2017.00379
  • Schmidt, R. C. , Turvey, M. T. , & Carello, C. (1990). Phase transitions and critical fluctuations in the visual coordination of rhythmic movements between people. Journal of Experimental Psychology: Human Perception and Performance , 16 , 227–247.
  • Schöller, H. , Viol, K. , Aichhorn, W. , Hütt, M. , & Schiepek, G. (2018). Personality development in psychotherapy : A synergetic model of state-trait dynamics. Cognitive Neurodynamics , 12 (5), 441–459.
  • Schöner, G. , & Kelso, J. A. S. (1988). A dynamic pattern theory of behavioral change. Journal of Theoretical Biology , 135 , 501–524. doi: 10.1016/S0022-5193(88)80273-X
  • Stephen, D. G. , Dixon, J. A. , & Isenhower, R. W. (2009). Dynamics of representational change: Entropy, action, and cognition. Journal of Experimental Psychology: Human Perception and Performance , 35 , 1811–1832. doi: 10.1037/a0014510
  • Stiles, W. B. , & Shapiro, D. A. (1994). Disabuse of the drug metaphor: Psychotherapy process-outcome correlations. Journal of Consulting and Clinical Psychology , 62 , 942–948.
  • Strunk, G. (2004). Organisierte Komplexität: Mikroprozess-Analysen der Interaktionsdynamik zweier Psychotherapien mit den Methoden der nichtlinearen Zeitreihenanalyse. Otto-Friedrich-Universität Bamberg. Online publiziert 2005. Retrieved from http://www.opus-bayern.de/uni-bamberg/volltexte/2005/64/pdf/Strunk_Dissertation.pdf
  • Strunk, G. , & Schiepek, G. (2014). Therapeutisches Chaos: Eine Einführung in Die Welt der Chaostheorie und der Komplexitätswissenschaften (Vol. 2). Göttingen : Hogrefe Verlag.
  • Thelen, E. , & Smith, L. B. (1994). A dynamic systems approach to the development of cognition and action . Cambridge : The MIT Press.
  • Thelen, E. , & Smith, L. B. (2006). Dynamic system theories. In W. Damon & R. M. Lerner (Eds.), Handbook of child psychology. Volume one: Theoretical models of human development (6th ed, pp. 258–313). Hoboken, NJ : John Wiley & Sons.
  • Thelen, E. , & Ullrich, B. D. (1991). Hidden skills: A dynamic systems analysis of treadmill stepping during the first year. Monographs of the Society for Research in Child Development , 56 (1), 1–103.
  • Tschacher, W. , & Haken, H. (2019). The process of psychotherapy: Causation and chance . Cham : Springer Nature.
  • van de Leemput, I. A. , Wichers, M. , Cramer, A. O. J. , Borsboom, D. , Tuerlinckx, F. , Kuppens, P. , …  Scheffer, M. (2014). Critical slowing down as early warning for the onset and termination of depression. Proceedings of the National Academy of Sciences , 111 , 87–92. doi: 10.1073/pnas.1312114110
  • Van Orden, G. C. , Kloos, H. , & Wallot, S. (2011). Living in the pink: Intentionality, wellbeing, and complexity. In C. Hooker (Ed.), Handbook of the philosophy of science (pp. 639–682). Amsterdam : Elesvier.
  • van Os, J. , Delespaul, P. , Wigman, J. , Myin-Germeys, I. , & Wichers, M. (2013). Beyond DSM and ICD: Introducing “precision diagnosis” for psychiatry using momentary assessment technology. World Psychiatry , 12 , 113–117. doi: 10.1002/wps.20046
  • Walter, S. , Schiepek, G. , Schneider, S. , Strunk, G. , Kaimer, P. , & Mergenthaler, E. (2010). The synchronization of plan activations and emotion-abstraction patterns in the psychotherapeutic process: A single-case study. Psychotherapy Research , 20 (2), 214–223. doi: 10.1080/10503300903277437
  • Wampold, B. E. , & Imel, Z. E. (2015). The great psychotherapy debate: The evidence for what makes psychotherapy work . New York : Routledge.
  • Wichers, M. , & Groot, P. C. , Psychosystems, ESM Group , & EWS Group (2016). Critical slowing down as a personalized early warning signal for depression. Psychotherapy and Psychosomatics , 85 (2), 114–116. doi: 10.1159/000441458
  • Wichers, M. , Schreuder, M. J. , Goekoop, R. , & Groen, R. N. (2019). Can we predict the direction of sudden shifts in symptoms? Transdiagnostic implications from a complex systems perspective on psychopathology. Psychological Medicine , 49 , 380–387.
  • Wolfers, T. , Doan, N. T. , Kaufmann, T. , Alnæs, D. , Moberget, T. , Agartz, I. , … Marquand, A. F. (2018). Mapping the heterogeneous phenotype of schizophrenia and bipolar disorder using normative models. JAMA Psychiatry , 75 , 1146–1110.
  • World Health Organization . (1992). International statistical classification of diseases and related health problems, 10th revisions (ICD-10) . Geneva : WHO.