Literature DB >> 30102777

Social anxiety and eating disorder comorbidity and underlying vulnerabilities: Using network analysis to conceptualize comorbidity.

Cheri A Levinson1, Leigh C Brosof1, Irina Vanzhula1, Caroline Christian1, Payton Jones2, Thomas L Rodebaugh3, Julia K Langer3, Emily K White4, Cortney Warren5, Justin W Weeks6, Andrew Menatti6, Michelle H Lim3, Katya C Fernandez3.   

Abstract

OBJECTIVE: Eating disorders (EDs) and social anxiety disorder (SAD) are highly co-occurring. This comorbidity is extremely relevant, given that individuals with comorbid ED-SAD are less likely to seek and/or benefit from ED treatment.
METHOD: We used network analysis to conceptualize ED-SAD comorbidity in a sample of 2,215 participants with a primary diagnosis of ED, SAD, or no known diagnosis. We used novel network analyses methods to select symptoms for our models, identify potential illness pathways (i.e., bridge symptoms) between disorders and underlying vulnerabilities (e.g., perfectionism, social appearance anxiety), and to compare across sample types (e.g., clinical vs. nonclinical). We also tested several novel network analyses methods aimed at the following methodological concerns: (a) topological concerns (i.e., which items should be included in NA models), (b) how to use empirical indices to quantify bridge symptoms and (c) what differences in networks across samples mean.
RESULTS: We found that difficulty with drinking beverages and eating in public were bridge symptoms between ED and SAD. We also found that feeling nervous about one's appearance was a bridge symptom.
CONCLUSIONS: We identified public eating and drinking as bridge symptoms between EDs and SAD. Future research is needed to test if interventions focused on public eating and drinking might decrease symptoms of both EDs and SAD. Researchers can use this study (code provided) as an exemplar for how to use network analysis, as well as to use network analysis to conceptualize ED comorbidity and compare network structure and density across samples.
© 2018 Wiley Periodicals, Inc.

Entities:  

Keywords:  comorbidity; eating disorders; network analysis; social anxiety disorder

Mesh:

Year:  2018        PMID: 30102777     DOI: 10.1002/eat.22890

Source DB:  PubMed          Journal:  Int J Eat Disord        ISSN: 0276-3478            Impact factor:   4.861


  22 in total

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

Authors:  Donald J Robinaugh; Ria H A Hoekstra; Emma R Toner; Denny Borsboom
Journal:  Psychol Med       Date:  2019-12-26       Impact factor: 7.723

2.  Personalized networks of eating disorder symptoms predicting eating disorder outcomes and remission.

Authors:  Cheri A Levinson; Elizabeth Cash; Karla Welch; Sacha Epskamp; Rowan A Hunt; Brenna M Williams; Ani C Keshishian; Samantha P Spoor
Journal:  Int J Eat Disord       Date:  2020-11-11       Impact factor: 4.861

3.  Investigating the Physical and Mental Health Nexus: a Network Analysis of Depression, Cardiometabolic Health, Bone Mass, and Perceived Health Status Among Filipino Domestic Workers.

Authors:  Melissa R Garabiles; Zhuo Zhuo Shen; Lawrence Yang; Qian Chu; Kevin Hannam; Brian J Hall
Journal:  Int J Behav Med       Date:  2022-05-16

4.  Temperament and psychopathology in early childhood predict body dissatisfaction and eating disorder symptoms in adolescence.

Authors:  Sara J Bufferd; Cheri A Levinson; Thomas M Olino; Lea R Dougherty; Margaret W Dyson; Gabrielle A Carlson; Daniel N Klein
Journal:  Behav Res Ther       Date:  2022-01-21

5.  Eating disorder and social anxiety symptoms in Iranian preadolescents: a network analysis.

Authors:  Reza N Sahlan; Ani C Keshishian; Caroline Christian; Cheri A Levinson
Journal:  Eat Weight Disord       Date:  2021-11-17       Impact factor: 4.652

Review 6.  Network Analysis as an Alternative Approach to Conceptualizing Eating Disorders: Implications for Research and Treatment.

Authors:  Cheri A Levinson; Irina A Vanzhula; Leigh C Brosof; Kelsie Forbush
Journal:  Curr Psychiatry Rep       Date:  2018-08-06       Impact factor: 5.285

7.  The psychometric network structure of mental health in eating disorder patients.

Authors:  Jan Alexander de Vos; Mirjam Radstaak; Ernst T Bohlmeijer; Gerben J Westerhof
Journal:  Eur Eat Disord Rev       Date:  2021-05-05

Review 8.  Conceptualizing eating disorder psychopathology using an anxiety disorders framework: Evidence and implications for exposure-based clinical research.

Authors:  Katherine Schaumberg; Erin E Reilly; Sasha Gorrell; Cheri A Levinson; Nicholas R Farrell; Tiffany A Brown; Kathryn M Smith; Lauren M Schaefer; Jamal H Essayli; Ann F Haynos; Lisa M Anderson
Journal:  Clin Psychol Rev       Date:  2020-11-11

9.  Disordered eating, self-esteem, and depression symptoms in Iranian adolescents and young adults: A network analysis.

Authors:  Reza N Sahlan; Brenna M Williams; Lauren N Forrest; Jessica F Saunders; Ellen E Fitzsimmons-Craft; Cheri A Levinson
Journal:  Int J Eat Disord       Date:  2020-08-31       Impact factor: 4.861

10.  Adolescent psychopathology and psychological wellbeing: a network analysis approach.

Authors:  Stephanie Campbell; Tom L Osborn
Journal:  BMC Psychiatry       Date:  2021-07-03       Impact factor: 3.630

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