4.5 Article Book Chapter

Network Analysis of Psychopathology: Controversies and Challenges

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ANNUAL REVIEWS
DOI: 10.1146/annurev-clinpsy-081219-092850

Keywords

network analysis; psychopathology; diagnosis; Bayesian networks; multivariate time series

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Empirical publications on psychopathology using the network approach have seen exponential growth in the 21st century. However, concerns and controversies regarding the limitations of this approach have emerged, leading to the development of novel methods. Future research directions may focus on addressing these concerns.
Empirical publications inspired by the network approach to psychopathology have increased exponentially in the twenty-first century. The central idea that an episode of mental disorder arises from causal interactions among its symptomatic elements has especially resonated with those clinical scientists whose disenchantment with traditional categorical and dimensional approaches to mental illness has become all too apparent. As the field has matured, conceptual and statistical concerns about the limitations of network approaches to psychopathology have emerged, inspiring the development of novel methods to address these concerns. Rather than reviewing the vast empirical literature, I focus instead on the issues and controversies regarding this approach and sketch directions where the field might go next.

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