Research Data

Dataset for: A network analysis of DSM-5 avoidant personality disorder diagnostic criteria

Author(s) / Creator(s)

Marian, Ștefan

Other kind(s) of contributor

Florin Alin Sava
Camelia Dindelegan

Abstract / Description

Network analysis conceptualizes psychopathology as systems of symptoms that interact and influence each other. It is hypothesized that network analysis can identify core symptoms relevant to the diagnosis and treatment of the disorder. We applied network analysis to avoidant personality disorder DSM-5 diagnostic criteria to identify such symptoms in a non-clinical and clinical sample (N = 718, N = 354). We estimated the networks as unregularized Ising models by fitting a log-linear model to each sample. Further on, we examined centrality indices, network stability, and normalized accuracy to determine which nodes are more central amongst avoidant personality disorder diagnostic criteria. “Fear of criticism and rejection” and “Certainty of being liked” emerged as the most central nodes in both networks. Symptom “Inferiority” had the lowest centrality levels. Results are discussed in terms of implications for the conceptualization of avoidant personality disorder and similarities with other studies that focused on DSM-5 criteria.
Dataset for: Marian, Ș., Sava, F. A., & Dindelegan, C. (2022). A network analysis of DSM-5 avoidant personality disorder diagnostic criteria. Personality and Individual Differences, 188, 111454. https://doi.org/10.1016/j.paid.2021.111454

Keyword(s)

Avoidant personality disorder Network analysis Ising model Centrality SCID-5-SPQ

Persistent Identifier

Date of first publication

2022-01-12

Publisher

PsychArchives

Citation

  • Author(s) / Creator(s)
    Marian, Ștefan
  • Other kind(s) of contributor
    Florin Alin Sava
  • Other kind(s) of contributor
    Camelia Dindelegan
  • PsychArchives acquisition timestamp
    2022-02-04T11:08:57Z
  • Made available on
    2022-02-04T11:08:57Z
  • Date of first publication
    2022-01-12
  • Abstract / Description
    Network analysis conceptualizes psychopathology as systems of symptoms that interact and influence each other. It is hypothesized that network analysis can identify core symptoms relevant to the diagnosis and treatment of the disorder. We applied network analysis to avoidant personality disorder DSM-5 diagnostic criteria to identify such symptoms in a non-clinical and clinical sample (N = 718, N = 354). We estimated the networks as unregularized Ising models by fitting a log-linear model to each sample. Further on, we examined centrality indices, network stability, and normalized accuracy to determine which nodes are more central amongst avoidant personality disorder diagnostic criteria. “Fear of criticism and rejection” and “Certainty of being liked” emerged as the most central nodes in both networks. Symptom “Inferiority” had the lowest centrality levels. Results are discussed in terms of implications for the conceptualization of avoidant personality disorder and similarities with other studies that focused on DSM-5 criteria.
    en
  • Abstract / Description
    Dataset for: Marian, Ș., Sava, F. A., & Dindelegan, C. (2022). A network analysis of DSM-5 avoidant personality disorder diagnostic criteria. Personality and Individual Differences, 188, 111454. https://doi.org/10.1016/j.paid.2021.111454
    en
  • Review status
    peerReviewed
  • Sponsorship
    This project has received funding from the European Union’s Horizon 2020 research and innovation program under the grant agreement No. 952464.
    en
  • Persistent Identifier
    https://hdl.handle.net/20.500.12034/4785
  • Persistent Identifier
    https://doi.org/10.23668/psycharchives.5379
  • Language of content
    eng
  • Publisher
    PsychArchives
    en
  • Is related to
    https://osf.io/jzc8a/
  • Is related to
    https://doi.org/10.1016/j.paid.2021.111454
  • Keyword(s)
    Avoidant personality disorder
    en
  • Keyword(s)
    Network analysis
    en
  • Keyword(s)
    Ising model
    en
  • Keyword(s)
    Centrality
  • Keyword(s)
    SCID-5-SPQ
  • Dewey Decimal Classification number(s)
    150
  • Title
    Dataset for: A network analysis of DSM-5 avoidant personality disorder diagnostic criteria
  • DRO type
    researchData
  • Visible tag(s)
    Avoidant Personality Disorder
  • Visible tag(s)
    Network analysis