Literature DB >> 28127906

A network theory of mental disorders.

Denny Borsboom1.   

Abstract

In recent years, the network approach to psychopathology has been advanced as an alternative way of conceptualizing mental disorders. In this approach, mental disorders arise from direct interactions between symptoms. Although the network approach has led to many novel methodologies and substantive applications, it has not yet been fully articulated as a scientific theory of mental disorders. The present paper aims to develop such a theory, by postulating a limited set of theoretical principles regarding the structure and dynamics of symptom networks. At the heart of the theory lies the notion that symptoms of psychopathology are causally connected through myriads of biological, psychological and societal mechanisms. If these causal relations are sufficiently strong, symptoms can generate a level of feedback that renders them self-sustaining. In this case, the network can get stuck in a disorder state. The network theory holds that this is a general feature of mental disorders, which can therefore be understood as alternative stable states of strongly connected symptom networks. This idea naturally leads to a comprehensive model of psychopathology, encompassing a common explanatory model for mental disorders, as well as novel definitions of associated concepts such as mental health, resilience, vulnerability and liability. In addition, the network theory has direct implications for how to understand diagnosis and treatment, and suggests a clear agenda for future research in psychiatry and associated disciplines.
© 2017 World Psychiatric Association.

Entities:  

Keywords:  Psychopathology; diagnosis; mental disorders; mental health; network approach; resilience; symptom networks; treatment; vulnerability

Year:  2017        PMID: 28127906      PMCID: PMC5269502          DOI: 10.1002/wps.20375

Source DB:  PubMed          Journal:  World Psychiatry        ISSN: 1723-8617            Impact factor:   49.548


  48 in total

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2.  Critical Slowing Down as a Personalized Early Warning Signal for Depression.

Authors:  Marieke Wichers; Peter C Groot
Journal:  Psychother Psychosom       Date:  2016-01-26       Impact factor: 17.659

3.  Psychometric perspectives on diagnostic systems.

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

Review 4.  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

5.  Multicausal systems ask for multicausal approaches: A network perspective on subjective well-being in individuals with autism spectrum disorder.

Authors:  Marie K Deserno; Denny Borsboom; Sander Begeer; Hilde M Geurts
Journal:  Autism       Date:  2016-08-17

6.  Network analysis of depression and anxiety symptom relationships in a psychiatric sample.

Authors:  C Beard; A J Millner; M J C Forgeard; E I Fried; K J Hsu; M T Treadway; C V Leonard; S J Kertz; T Björgvinsson
Journal:  Psychol Med       Date:  2016-09-14       Impact factor: 7.723

7.  The structure of common mental disorders.

Authors:  R F Krueger
Journal:  Arch Gen Psychiatry       Date:  1999-10

8.  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

9.  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

10.  A network view on psychiatric disorders: network clusters of symptoms as elementary syndromes of psychopathology.

Authors:  Rutger Goekoop; Jaap G Goekoop
Journal:  PLoS One       Date:  2014-11-26       Impact factor: 3.240

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  306 in total

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Journal:  Schizophr Bull       Date:  2021-03-16       Impact factor: 9.306

2.  Recent Developments in the Habit Hypothesis of OCD and Compulsive Disorders.

Authors:  Claire M Gillan
Journal:  Curr Top Behav Neurosci       Date:  2021

Review 3.  The National Health and Resilience in Veterans Study: A Narrative Review and Future Directions.

Authors:  Brienna M Fogle; Jack Tsai; Natalie Mota; Ilan Harpaz-Rotem; John H Krystal; Steven M Southwick; Robert H Pietrzak
Journal:  Front Psychiatry       Date:  2020-12-09       Impact factor: 4.157

Review 4.  A review of neuroimaging studies in generalized anxiety disorder: "So where do we stand?"

Authors:  Bastiaan Goossen; Jeffrey van der Starre; Colin van der Heiden
Journal:  J Neural Transm (Vienna)       Date:  2019-06-20       Impact factor: 3.575

5.  Beyond the "at risk mental state" concept: transitioning to transdiagnostic psychiatry.

Authors:  Patrick D McGorry; Jessica A Hartmann; Rachael Spooner; Barnaby Nelson
Journal:  World Psychiatry       Date:  2018-06       Impact factor: 49.548

6.  The Centrality of Doubting and Checking in the Network Structure of Obsessive-Compulsive Symptom Dimensions in Youth.

Authors:  Matti Cervin; Sean Perrin; Elin Olsson; Kristina Aspvall; Daniel A Geller; Sabine Wilhelm; Joseph McGuire; Luisa Lázaro; Agustin E Martínez-González; Barbara Barcaccia; Andrea Pozza; Wayne K Goodman; Tanya K Murphy; İsmail Seçer; José A Piqueras; Tiscar Rodríguez-Jiménez; Antonio Godoy; Ana I Rosa-Alcázar; Ángel Rosa-Alcázar; Beatriz M Ruiz-García; Eric A Storch; David Mataix-Cols
Journal:  J Am Acad Child Adolesc Psychiatry       Date:  2019-08-14       Impact factor: 8.829

7.  Network Analysis Indicates That Avolition Is the Most Central Domain for the Successful Treatment of Negative Symptoms: Evidence From the Roluperidone Randomized Clinical Trial.

Authors:  Gregory P Strauss; Farnaz Zamani Esfahlani; Hiroki Sayama; Brian Kirkpatrick; Mark G Opler; Jay B Saoud; Michael Davidson; Remy Luthringer
Journal:  Schizophr Bull       Date:  2020-07-08       Impact factor: 9.306

8.  Network Analysis Reveals Which Negative Symptom Domains Are Most Central in Schizophrenia vs Bipolar Disorder.

Authors:  Gregory Paul Strauss; Farnaz Zamani Esfahlani; Brian Kirkpatrick; Daniel N Allen; James M Gold; Katherine Frost Visser; Hiroki Sayama
Journal:  Schizophr Bull       Date:  2019-10-24       Impact factor: 9.306

Review 9.  Harnessing networks and machine learning in neuropsychiatric care.

Authors:  Eli J Cornblath; David M Lydon-Staley; Danielle S Bassett
Journal:  Curr Opin Neurobiol       Date:  2019-01-12       Impact factor: 6.627

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

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