The Study of Psychopathology from the Network Analysis Perspective: A Systematic Review
Universidad Complutense de Madrid · Camilo José Cela University
Abstract
Network analysis (NA) is an analytical tool that allows one to explore the map of connections and eventual dynamic influences among symptoms and other elements of mental disorders. In recent years, the use of NA in psychopathology has rapidly grown, which calls for a systematic and critical analysis of its clinical utility.
Following PRISMA guidelines, a systematic review of published empirical studies applying NA in psychopathology, between 2010 and 2017, was conducted. We included the literature published in PubMed and PsycINFO using as keywords any combination of "network analysis" with the terms "anxiety," "affective disorders," "depression," "schizophrenia," "psychosis," "personality disorders," "substance abuse" and "psychopathology." RESULTS: The review showed that NA has been applied in a plethora of mental disorders in adults (i.e., 13 studies on anxiety disorders; 19 on mood disorders; 7 on psychosis; 1 on substance abuse; 1 on borderline personality disorder; 18 on the association of symptoms between disorders), and 6 on childhood and adolescence.
Citation impact
- FWCI
- 35.68
- Percentile
- 100%
- References
- 111
Authors
5Topics & keywords
- Psychopathology
- Borderline personality disorder
- Psychology
- Anxiety
- PsycINFO
- Clinical psychology
- Psychiatry
- Schizophrenia (object-oriented programming)
- Good health and well-being