Literature DB >> 27694457

A Complex Network Perspective on Clinical Science.

Stefan G Hofmann1, Joshua Curtiss2, Richard J McNally3.   

Abstract

Contemporary classification systems for mental disorders assume that abnormal behaviors are expressions of latent disease entities. An alternative to the latent disease model is the complex network approach. Instead of assuming that symptoms arise from an underlying disease entity, the complex network approach holds that disorders exist as systems of interrelated elements of a network. This approach also provides a framework for the understanding of therapeutic change. Depending on the structure of the network, change can occur abruptly once the network reaches a critical threshold (the tipping point). Homogeneous and highly connected networks often recover more slowly from local perturbations when the network approaches the tipping point, potentially making it possible to predict treatment change, relapse, and recovery. In this article, we discuss the complex network approach as an alternative to the latent disease model and its implications for classification, therapy, relapse, and recovery.
© The Author(s) 2016.

Entities:  

Keywords:  complex networks; nosology; psychopathology; psychotherapy

Mesh:

Year:  2016        PMID: 27694457      PMCID: PMC5119747          DOI: 10.1177/1745691616639283

Source DB:  PubMed          Journal:  Perspect Psychol Sci        ISSN: 1745-6916


  36 in total

1.  Emergence of scaling in random networks

Authors: 
Journal:  Science       Date:  1999-10-15       Impact factor: 47.728

Review 2.  Experience Sampling Methodology studies of depression: the state of the art.

Authors:  C Telford; S McCarthy-Jones; R Corcoran; G Rowse
Journal:  Psychol Med       Date:  2011-10-19       Impact factor: 7.723

3.  Psychometric perspectives on diagnostic systems.

Authors:  Denny Borsboom
Journal:  J Clin Psychol       Date:  2008-09

Review 4.  Early-warning signals for critical transitions.

Authors:  Marten Scheffer; Jordi Bascompte; William A Brock; Victor Brovkin; Stephen R Carpenter; Vasilis Dakos; Hermann Held; Egbert H van Nes; Max Rietkerk; George Sugihara
Journal:  Nature       Date:  2009-09-03       Impact factor: 49.962

Review 5.  Network analysis: an integrative approach to the structure of psychopathology.

Authors:  Denny Borsboom; Angélique O J Cramer
Journal:  Annu Rev Clin Psychol       Date:  2013       Impact factor: 18.561

6.  A therapeutic application of the experience sampling method in the treatment of depression: a randomized controlled trial.

Authors:  Ingrid Kramer; Claudia J P Simons; Jessica A Hartmann; Claudia Menne-Lothmann; Wolfgang Viechtbauer; Frenk Peeters; Koen Schruers; Alex L van Bemmel; Inez Myin-Germeys; Philippe Delespaul; Jim van Os; Marieke Wichers
Journal:  World Psychiatry       Date:  2014-02       Impact factor: 49.548

7.  What are 'good' depression symptoms? Comparing the centrality of DSM and non-DSM symptoms of depression in a network analysis.

Authors:  Eiko I Fried; Sacha Epskamp; Randolph M Nesse; Francis Tuerlinckx; Denny Borsboom
Journal:  J Affect Disord       Date:  2015-10-01       Impact factor: 4.839

8.  Revealing the dynamic network structure of the Beck Depression Inventory-II.

Authors:  L F Bringmann; L H J M Lemmens; M J H Huibers; D Borsboom; F Tuerlinckx
Journal:  Psychol Med       Date:  2014-09-05       Impact factor: 7.723

Review 9.  Depression sum-scores don't add up: why analyzing specific depression symptoms is essential.

Authors:  Eiko I Fried; Randolph M Nesse
Journal:  BMC Med       Date:  2015-04-06       Impact factor: 8.775

10.  A network approach to psychopathology: new insights into clinical longitudinal data.

Authors:  Laura F Bringmann; Nathalie Vissers; Marieke Wichers; Nicole Geschwind; Peter Kuppens; Frenk Peeters; Denny Borsboom; Francis Tuerlinckx
Journal:  PLoS One       Date:  2013-04-04       Impact factor: 3.240

View more
  45 in total

1.  Criteria Definitions and Network Relations: The Importance of Criterion Thresholds.

Authors:  Michaela Hoffman; Douglas Steinley; Timothy J Trull; Kenneth J Sher
Journal:  Clin Psychol Sci       Date:  2017-12-28

2.  The network approach to psychopathology: a review of the literature 2008-2018 and an agenda for future research.

Authors:  Donald J Robinaugh; Ria H A Hoekstra; Emma R Toner; Denny Borsboom
Journal:  Psychol Med       Date:  2019-12-26       Impact factor: 7.723

Review 3.  A hierarchical causal taxonomy of psychopathology across the life span.

Authors:  Benjamin B Lahey; Robert F Krueger; Paul J Rathouz; Irwin D Waldman; David H Zald
Journal:  Psychol Bull       Date:  2016-12-22       Impact factor: 17.737

4.  The Future of Intervention Science: Process-Based Therapy.

Authors:  Stefan G Hofmann; Steven C Hayes
Journal:  Clin Psychol Sci       Date:  2018-05-29

5.  Functional Analysis is Dead: Long Live Functional Analysis.

Authors:  Stefan G Hofmann; Steven C Hayes
Journal:  Clin Psychol Sci       Date:  2018-11-02

6.  Anhedonia is central for the association between quality of life, metacognition, sleep, and affective symptoms in generalized anxiety disorder: A complex network analysis.

Authors:  Abigail L Barthel; Megan A Pinaire; Joshua E Curtiss; Amanda W Baker; Mackenzie L Brown; Susanne S Hoeppner; Eric Bui; Naomi M Simon; Stefan G Hofmann
Journal:  J Affect Disord       Date:  2020-09-02       Impact factor: 4.839

7.  Imagine there are no therapy brands, it isn't hard to do.

Authors:  Stefan G Hofmann
Journal:  Psychother Res       Date:  2019-06-16

8.  Therapeutic change processes link and clarify targets and outcomes.

Authors:  Stefan G Hofmann; Steven C Hayes
Journal:  World Psychiatry       Date:  2019-10       Impact factor: 49.548

9.  Focusing on the Correct Level of Analysis in Process-Based Therapy.

Authors:  Steven C Hayes; Stefan G Hofmann
Journal:  Clin Psychol Sci       Date:  2019-01-28

Review 10.  Network Analysis as an Alternative Approach to Conceptualizing Eating Disorders: Implications for Research and Treatment.

Authors:  Cheri A Levinson; Irina A Vanzhula; Leigh C Brosof; Kelsie Forbush
Journal:  Curr Psychiatry Rep       Date:  2018-08-06       Impact factor: 5.285

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.