Literature DB >> 31875792

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

Donald J Robinaugh1,2, Ria H A Hoekstra3, Emma R Toner1, Denny Borsboom3.   

Abstract

The network approach to psychopathology posits that mental disorders can be conceptualized and studied as causal systems of mutually reinforcing symptoms. This approach, first posited in 2008, has grown substantially over the past decade and is now a full-fledged area of psychiatric research. In this article, we provide an overview and critical analysis of 363 articles produced in the first decade of this research program, with a focus on key theoretical, methodological, and empirical contributions. In addition, we turn our attention to the next decade of the network approach and propose critical avenues for future research in each of these domains. We argue that this program of research will be best served by working toward two overarching aims: (a) the identification of robust empirical phenomena and (b) the development of formal theories that can explain those phenomena. We recommend specific steps forward within this broad framework and argue that these steps are necessary if the network approach is to develop into a progressive program of research capable of producing a cumulative body of knowledge about how specific mental disorders operate as causal systems.

Entities:  

Keywords:  Causal systems; network approach; network psychometrics; network theory; psychopathology; symptom networks

Year:  2019        PMID: 31875792      PMCID: PMC7334828          DOI: 10.1017/S0033291719003404

Source DB:  PubMed          Journal:  Psychol Med        ISSN: 0033-2917            Impact factor:   7.723


  147 in total

1.  The importance of modeling comorbidity using an intra-individual, time-series approach.

Authors:  Dana Tzur-Bitan; Nachshon Meiran; Golan Shahar
Journal:  Behav Brain Sci       Date:  2010-06       Impact factor: 12.579

Review 2.  All for One and One for All: Mental Disorders in One Dimension.

Authors:  Avshalom Caspi; Terrie E Moffitt
Journal:  Am J Psychiatry       Date:  2018-04-06       Impact factor: 18.112

3.  Mental disorders as networks: some cautionary reflections on a promising approach.

Authors:  Marieke Wichers; Johanna T W Wigman; Laura F Bringmann; Peter de Jonge
Journal:  Soc Psychiatry Psychiatr Epidemiol       Date:  2017-02-16       Impact factor: 4.328

4.  Acute and Chronic Posttraumatic Stress Symptoms in the Emergence of Posttraumatic Stress Disorder: A Network Analysis.

Authors:  Richard A Bryant; Mark Creamer; Meaghan O'Donnell; David Forbes; Alexander C McFarlane; Derrick Silove; Dusan Hadzi-Pavlovic
Journal:  JAMA Psychiatry       Date:  2017-02-01       Impact factor: 21.596

5.  Moving Forward: Challenges and Directions for Psychopathological Network Theory and Methodology.

Authors:  Eiko I Fried; Angélique O J Cramer
Journal:  Perspect Psychol Sci       Date:  2017-09-05

6.  Identifying core deficits in a dimensional model of Borderline Personality Disorder features: A network analysis.

Authors:  Matthew W Southward; Jennifer S Cheavens
Journal:  Clin Psychol Sci       Date:  2018-05-18

7.  The symptom network structure of depressive symptoms in late-life: Results from a European population study.

Authors:  Martino Belvederi Murri; Mario Amore; Matteo Respino; George S Alexopoulos
Journal:  Mol Psychiatry       Date:  2018-08-31       Impact factor: 15.992

8.  Further evidence that psychopathology networks have limited replicability and utility: Response to Borsboom et al. (2017) and Steinley et al. (2017).

Authors:  Miriam K Forbes; Aidan G C Wright; Kristian E Markon; Robert F Krueger
Journal:  J Abnorm Psychol       Date:  2017-10

9.  The small world of psychopathology.

Authors:  Denny Borsboom; Angélique O J Cramer; Verena D Schmittmann; Sacha Epskamp; Lourens J Waldorp
Journal:  PLoS One       Date:  2011-11-17       Impact factor: 3.240

10.  Incorporating measurement error in n = 1 psychological autoregressive modeling.

Authors:  Noémi K Schuurman; Jan H Houtveen; Ellen L Hamaker
Journal:  Front Psychol       Date:  2015-07-28
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  65 in total

1.  Statistical Relationship Networks in Psychiatric Research: The Case of Delirium in the Context of Covid-19.

Authors:  Cristian Ramos-Vera
Journal:  Rev Colomb Psiquiatr (Engl Ed)       Date:  2021-03-12

2.  A Network Analysis of the Association Between Intergroup Contact and Intergroup Relations.

Authors:  Dongfang Yu; Yufang Zhao; Chenzu Yin; Fangmei Liang; Wenyu Chen
Journal:  Psychol Res Behav Manag       Date:  2022-01-07

3.  Integrating a functional view on suicide risk into idiographic statistical models.

Authors:  Aleksandra Kaurin; Alexandre Y Dombrovski; Michael N Hallquist; Aidan G C Wright
Journal:  Behav Res Ther       Date:  2021-11-30

4.  On Unreplicable Inferences in Psychopathology Symptom Networks and the Importance of Unreliable Parameter Estimates.

Authors:  Miriam K Forbes; Aidan G C Wright; Kristian E Markon; Robert F Krueger
Journal:  Multivariate Behav Res       Date:  2021-02-18       Impact factor: 5.923

5.  A network analysis of interoception, self-awareness, empathy, alexithymia, and autistic traits.

Authors:  Han-Xue Yang; Hui-Xin Hu; Yi-Jing Zhang; Yi Wang; Simon S Y Lui; Raymond C K Chan
Journal:  Eur Arch Psychiatry Clin Neurosci       Date:  2021-05-13       Impact factor: 5.270

6.  A Network of Psychopathological, Cognitive, and Motor Symptoms in Schizophrenia Spectrum Disorders.

Authors:  Bernardo Melo Moura; Geeske van Rooijen; Frederike Schirmbeck; Hanneke Wigman; Luís Madeira; Peter van Harten; Jim van Os; P Roberto Bakker; Machteld Marcelis
Journal:  Schizophr Bull       Date:  2021-07-08       Impact factor: 9.306

7.  Network analysis of PTSD in college students across different areas after the COVID-19 epidemic.

Authors:  Rui Sun; Junjun Qi; Jiali Huang; Xiao Zhou
Journal:  Eur J Psychotraumatol       Date:  2021-05-26

8.  Characterization and prediction of clinical pathways of vulnerability to psychosis through graph signal processing.

Authors:  Corrado Sandini; Daniela Zöller; Maude Schneider; Anjali Tarun; Marco Armando; Barnaby Nelson; Paul G Amminger; Hok Pan Yuen; Connie Markulev; Monica R Schäffer; Nilufar Mossaheb; Monika Schlögelhofer; Stefan Smesny; Ian B Hickie; Gregor Emanuel Berger; Eric Yh Chen; Lieuwe de Haan; Dorien H Nieman; Merete Nordentoft; Anita Riecher-Rössler; Swapna Verma; Andrew Thompson; Alison Ruth Yung; Patrick D McGorry; Dimitri Van De Ville; Stephan Eliez
Journal:  Elife       Date:  2021-09-27       Impact factor: 8.140

9.  Bridging Brain and Cognition: A Multilayer Network Analysis of Brain Structural Covariance and General Intelligence in a Developmental Sample of Struggling Learners.

Authors:  Ivan L Simpson-Kent; Eiko I Fried; Danyal Akarca; Silvana Mareva; Edward T Bullmore; Rogier A Kievit
Journal:  J Intell       Date:  2021-06-15

10.  A Network Perspective on the Comorbidity of Personality Disorders and Mental Disorders: An Illustration of Depression and Borderline Personality Disorder.

Authors:  Annemarie C J Köhne; Adela-Maria Isvoranu
Journal:  Front Psychol       Date:  2021-07-06
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