Bridging the gap between complexity science and clinical practice by formalizing idiographic theories: a computational model of functional analysis

[1]  D. Borsboom,et al.  Theory Construction Methodology: A practical framework for theory formation in psychology , 2020 .

[2]  I. V. van Rooij,et al.  Theory Before the Test: How to Build High-Verisimilitude Explanatory Theories in Psychological Science , 2020, Perspectives on psychological science : a journal of the Association for Psychological Science.

[3]  Andrea E. Martin,et al.  How Computational Modeling Can Force Theory Building in Psychological Science , 2020, Perspectives on psychological science : a journal of the Association for Psychological Science.

[4]  Eiko I. Fried,et al.  Lack of Theory Building and Testing Impedes Progress in The Factor and Network Literature , 2020, Psychological Inquiry.

[5]  Jan Treur,et al.  A Temporal-Causal Modelling Approach to Analyse the Dynamics of Burnout and the Effects of Sleep , 2020, ICICT.

[6]  Denny Borsboom,et al.  Modeling psychopathology: From data models to formal theories. , 2019, Psychological methods.

[7]  T. Rodebaugh,et al.  Feasibility and utility of idiographic models in the clinic: A pilot study , 2019, Psychotherapy research : journal of the Society for Psychotherapy Research.

[8]  Jonas M. B. Haslbeck,et al.  Recovering Bistable Systems from Psychological Time Series , 2019 .

[9]  Hailey L. Dotterer,et al.  Personalized models of personality disorders: using a temporal network method to understand symptomatology and daily functioning in a clinical sample , 2019, Psychological Medicine.

[10]  Eiko I. Fried,et al.  Advancing the Network Theory of Mental Disorders: A Computational Model of Panic Disorder , 2019 .

[11]  Michel Wensing,et al.  Knowledge translation in health: how implementation science could contribute more , 2019, BMC Medicine.

[12]  F. Tuerlinckx,et al.  Complex affect dynamics add limited information to the prediction of psychological well-being , 2019, Nature Human Behaviour.

[13]  Sy-Miin Chow,et al.  Practical Tools and Guidelines for Exploring and Fitting Linear and Nonlinear Dynamical Systems Models , 2019, Multivariate behavioral research.

[14]  Thomas L Rodebaugh,et al.  A Clinician’s Primer for Idiographic Research: Considerations and Recommendations , 2019, Behavior therapy.

[15]  Johannes Zimmermann,et al.  Integrating Structure and Dynamics in Personality Assessment: First Steps Toward the Development and Validation of a Personality Dynamics Diary , 2019, Psychological assessment.

[16]  K. Maich,et al.  Applied Behavior Analysis , 2018, Reference Module in Neuroscience and Biobehavioral Psychology.

[17]  Jan Treur,et al.  A Temporal-Causal Modeling Approach to the Dynamics of a Burnout and the Role of Physical Exercise , 2018, Biologically Inspired Cognitive Architectures 2018.

[18]  S. Hofmann,et al.  The Future of Intervention Science: Process-Based Therapy , 2018, Clinical psychological science : a journal of the Association for Psychological Science.

[19]  S. Hofmann,et al.  Using network analysis for the prediction of treatment dropout in patients with mood and anxiety disorders: A methodological proof-of-concept study , 2018, Scientific Reports.

[20]  D. Borsboom,et al.  Evolutionary-developmental modeling of neurodiversity and psychopathology , 2018, Behavioral and Brain Sciences.

[21]  Claudia D van Borkulo,et al.  Personalized Network Modeling in Psychopathology: The Importance of Contemporaneous and Temporal Connections , 2018, Clinical psychological science : a journal of the Association for Psychological Science.

[22]  G. H. Mumma,et al.  Intraindividual Dynamic Network Analysis – Implications for Clinical Assessment , 2017, Journal of Psychopathology and Behavioral Assessment.

[23]  Eiko I. Fried,et al.  Moving Forward: Challenges and Directions for Psychopathological Network Theory and Methodology , 2017, Perspectives on psychological science : a journal of the Association for Psychological Science.

[24]  Glenn Lawyer,et al.  Exploring the Idiographic Dynamics of Mood and Anxiety via Network Analysis , 2017, Journal of abnormal psychology.

[25]  P. Smaldino.  Models Are Stupid, and We Need More of Them , 2017 .

[26]  Marc-Thorsten Hütt,et al.  Psychotherapy Is Chaotic—(Not Only) in a Computational World , 2017, Front. Psychol..

[27]  D. Borsboom.  A network theory of mental disorders , 2017, World psychiatry : official journal of the World Psychiatric Association.

[28]  Eiko I. Fried,et al.  Mental disorders as networks of problems: a review of recent insights , 2016, Social Psychiatry and Psychiatric Epidemiology.

[29]  Sacha Epskamp,et al.  The Gaussian Graphical Model in Cross-Sectional and Time-Series Data , 2016, Multivariate behavioral research.

[30]  Eiko I. Fried,et al.  A Tutorial on Regularized Partial Correlation Networks , 2016, Psychological methods.

[31]  H.L.J. van der Maas,et al.  The Dynamics of Addiction: Craving versus Self-Control , 2016, PloS one.

[32]  Marten Scheffer,et al.  Major Depression as a Complex Dynamic System , 2016, PloS one.

[33]  Eiko I. Fried,et al.  Estimating psychological networks and their accuracy: A tutorial paper , 2016, Behavior Research Methods.

[34]  Julio R. Banga,et al.  Robust and efficient parameter estimation in dynamic models of biological systems , 2015, BMC Systems Biology.

[35]  Eiko I. Fried,et al.  The Impact of Individual Depressive Symptoms on Impairment of Psychosocial Functioning , 2014, PloS one.

[36]  O. Wolkenhauer.  Why model? , 2013, Front. Physiol..

[37]  M. Wichers.  The dynamic nature of depression: a new micro-level perspective of mental disorder that meets current challenges , 2013, Psychological Medicine.

[38]  D. Borsboom,et al.  Network analysis: an integrative approach to the structure of psychopathology. , 2013, Annual review of clinical psychology.

[39]  H. Pashler,et al.  Editors’ Introduction to the Special Section on Replicability in Psychological Science , 2012, Perspectives on psychological science : a journal of the Association for Psychological Science.

[40]  C. Furusawa,et al.  A Dynamical-Systems View of Stem Cell Biology , 2012, Science.

[41]  Verena D. Schmittmann,et al.  Qgraph: Network visualizations of relationships in psychometric data , 2012 .

[42]  G. Schiepek,et al.  Nonlinear dynamics: theoretical perspectives and application to suicidology. , 2011, Suicide & life-threatening behavior.

[43]  Verena D. Schmittmann,et al.  The Small World of Psychopathology , 2011, PloS one.

[44]  Leif D. Nelson,et al.  False-Positive Psychology , 2011, Psychological science.

[45]  Andrea Bartoli,et al.  Navigating the Landscape of Conflict:: Applications of Dynamical Systems Theory to Addressing Protracted Conflict , 2011 .

[46]  Paul R. Peluso,et al.  Mathematical model of the dynamics of psychotherapy , 2011, Cognitive Neurodynamics.

[47]  G. Schiepek.  Complexity and Nonlinear Dynamics in Psychotherapy , 2009, European Review.

[48]  K. Sim,et al.  Case Formulation in Psychotherapy: Revitalizing Its Usefulness as a Clinical Tool , 2005, Academic psychiatry : the journal of the American Association of Directors of Psychiatric Residency Training and the Association for Academic Psychiatry.

[49]  G. Schiepek.  A Dynamic Systems Approach to Clinical Case Formulation , 2003 .

[50]  L. Benjamin,et al.  The affirmation of the scientist-practitioner. A look back at Boulder. , 2000, The American psychologist.

[51]  David H. Barlow.  Cognitive-behavioral therapy for panic disorder: current status. , 1997, The Journal of clinical psychiatry.

[52]  M. Scheffer,et al.  Alternative equilibria in shallow lakes. , 1993, Trends in ecology & evolution.

[53]  C. Swoyer.  Structural representation and surrogative reasoning , 1991, Synthese.

[54]  J. Woodward,et al.  Saving the phenomena , 1988 .

[55]  Peter J. Wangersky,et al.  Lotka-Volterra Population Models , 1978 .

[56]  A. Fisher.  Toward a dynamic model of psychological assessment: Implications for personalized care. , 2015, Journal of consulting and clinical psychology.

[57]  David A. Chambers,et al.  Implementation Research in Mental Health Services: an Emerging Science with Conceptual, Methodological, and Training challenges , 2008, Administration and Policy in Mental Health and Mental Health Services Research.

[58]  Hilde van der Togt,et al.  Publisher's Note , 2003, J. Netw. Comput. Appl..

[59]  J. R. Marshall.  Panic disorder: a treatment update. , 1997, The Journal of clinical psychiatry.

[60]  S. Shiffman,et al.  Ecological Momentary Assessment (Ema) in Behavioral Medicine , 1994 .

[61]  H. Schaub,et al.  Simulation of Psychological Processes: Basic Issues and an Illustration Within the Etiology of a Depressive Disorder , 1992 .