Network Analysis: An Integrative Approach to the Structure of Psychopathology
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Abstract
In network approaches to psychopathology, disorders result from the causal interplay between symptoms (e.g., worry → insomnia → fatigue), possibly involving feedback loops (e.g., a person may engage in substance abuse to forget the problems that arose due to substance abuse). The present review examines methodologies suited to identify such symptom networks and discusses network analysis techniques that may be used to extract clinically and scientifically useful information from such networks (e.g., which symptom is most central in a person's network). The authors also show how network analysis techniques may be used to construct simulation models that mimic symptom dynamics. Network approaches naturally…
Citation impact
4,170
total citations
- FWCI
- 64.06
- Percentile
- 100%
- References
- 91
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Authors
2Topics & keywords
Topics
Keywords
- Psychopathology
- Psychology
- Psychological intervention
- Construct (python library)
- Worry
- Network analysis
- Substance abuse
- Psychotherapist
UN Sustainable Development Goals
- Good health and well-being
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