Literature DB >> 29528678

Network analysis of pediatric eating disorder symptoms in a treatment-seeking, transdiagnostic sample.

Andrea B Goldschmidt1, Ross D Crosby2, Li Cao2, Markus Moessner3, Kelsie T Forbush4, Erin C Accurso5, Daniel Le Grange5.   

Abstract

Classifying eating disorders in youth is challenging in light of developmental considerations and high rates of diagnostic migration. Understanding the transactional relationships among eating disorder symptoms, both across the transdiagnostic spectrum and within specific diagnostic categories, may clarify which core eating disorder symptoms contribute to, and maintain, eating-related psychopathology in youth. We utilized network analysis to investigate interrelationships among eating disorder symptoms in 636 treatment-seeking children and adolescents (90.3% female) ages 6-18 years (M age = 15.4 ± 2.2). An undirected, weighted network of eating disorder symptoms was created using behavioral and attitudinal items from the Eating Disorder Examination. Across diagnostic groups, symptoms reflecting appearance-related concerns (e.g., dissatisfaction with shape and weight) and dietary restraint (e.g., a desire to have an empty stomach) were most strongly associated with other eating disorder symptoms in the network. Binge eating and compensatory behaviors (e.g., self-induced vomiting) were strongly connected to one another but not to other symptoms in the network. Network connectivity was similar across anorexia nervosa, bulimia nervosa, and otherwise specified feeding or eating disorder subgroups. Among treatment-seeking children and adolescents, dietary restraint and shape- and weight-related concerns appear to play key roles in the psychopathology of eating disorders, supporting cognitive-behavioral theories of onset and maintenance. Similarities across diagnostic categories provide support for a transdiagnostic classification scheme. Clinical interventions should seek to disrupt these symptoms early in treatment to achieve maximal outcomes. (PsycINFO Database Record (c) 2018 APA, all rights reserved).

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Year:  2018        PMID: 29528678      PMCID: PMC5851474          DOI: 10.1037/abn0000327

Source DB:  PubMed          Journal:  J Abnorm Psychol        ISSN: 0021-843X


  35 in total

Review 1.  Empirical classification of eating disorders.

Authors:  Pamela K Keel; Tiffany A Brown; Lauren A Holland; Lindsay P Bodell
Journal:  Annu Rev Clin Psychol       Date:  2011-11-28       Impact factor: 18.561

2.  How do children with eating disorders differ from adolescents with eating disorders at initial evaluation?

Authors:  Rebecka Peebles; Jenny L Wilson; James D Lock
Journal:  J Adolesc Health       Date:  2006-07-31       Impact factor: 5.012

3.  Taxonicity and network structure of generalized anxiety disorder and major depressive disorder: An admixture analysis and complex network analysis.

Authors:  Joshua Curtiss; David H Klemanski
Journal:  J Affect Disord       Date:  2016-04-11       Impact factor: 4.839

Review 4.  Network analysis: an integrative approach to the structure of psychopathology.

Authors:  Denny Borsboom; Angélique O J Cramer
Journal:  Annu Rev Clin Psychol       Date:  2013       Impact factor: 18.561

5.  Prevalence, incidence, impairment, and course of the proposed DSM-5 eating disorder diagnoses in an 8-year prospective community study of young women.

Authors:  Eric Stice; C Nathan Marti; Paul Rohde
Journal:  J Abnorm Psychol       Date:  2012-11-12

6.  The importance of loss of control while eating in adolescents with purging disorder.

Authors:  Andrea B Goldschmidt; Erin C Accurso; Setareh O'Brien; Kathleen Kara Fitzpatrick; James D Lock; Daniel Le Grange
Journal:  Int J Eat Disord       Date:  2016-03-10       Impact factor: 4.861

7.  Prevalence and correlates of eating disorders in adolescents. Results from the national comorbidity survey replication adolescent supplement.

Authors:  Sonja A Swanson; Scott J Crow; Daniel Le Grange; Joel Swendsen; Kathleen R Merikangas
Journal:  Arch Gen Psychiatry       Date:  2011-03-07

8.  Eating disorder not otherwise specified in adolescents.

Authors:  Kamryn T Eddy; Angela Celio Doyle; Renee Rienecke Hoste; David B Herzog; Daniel le Grange
Journal:  J Am Acad Child Adolesc Psychiatry       Date:  2008-02       Impact factor: 8.829

9.  Revealing the dynamic network structure of the Beck Depression Inventory-II.

Authors:  L F Bringmann; L H J M Lemmens; M J H Huibers; D Borsboom; F Tuerlinckx
Journal:  Psychol Med       Date:  2014-09-05       Impact factor: 7.723

10.  Estimating psychological networks and their accuracy: A tutorial paper.

Authors:  Sacha Epskamp; Denny Borsboom; Eiko I Fried
Journal:  Behav Res Methods       Date:  2018-02
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  9 in total

1.  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

2.  Transdiagnostic psychiatry: a systematic review.

Authors:  Paolo Fusar-Poli; Marco Solmi; Natascia Brondino; Cathy Davies; Chungil Chae; Pierluigi Politi; Stefan Borgwardt; Stephen M Lawrie; Josef Parnas; Philip McGuire
Journal:  World Psychiatry       Date:  2019-06       Impact factor: 49.548

Review 3.  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

4.  Impulsivity and anxiety-related dimensions in adults with bulimic-spectrum disorders differentially relate to eating disordered behaviors.

Authors:  Katherine Schaumberg; Stephen Wonderlich; Ross Crosby; Carol Peterson; Daniel Le Grange; James E Mitchell; Scott Crow; Thomas Joiner; Anna M Bardone-Cone
Journal:  Eat Behav       Date:  2020-03-28

5.  Peer mentorship as an adjunct intervention for the treatment of eating disorders: A pilot randomized trial.

Authors:  Lisa M Ranzenhofer; Mylene Wilhelmy; Annabella Hochschild; Kaitlin Sanzone; B Timothy Walsh; Evelyn Attia
Journal:  Int J Eat Disord       Date:  2020-03-11       Impact factor: 4.861

6.  Understanding outcomes in family-based treatment for adolescent anorexia nervosa: a network approach.

Authors:  Kelsey E Hagan; Brittany E Matheson; Nandini Datta; Alexa M L'Insalata; Z Ayotola Onipede; Sasha Gorrell; Sangeeta Mondal; Cara M Bohon; Daniel Le Grange; James D Lock
Journal:  Psychol Med       Date:  2021-05-06       Impact factor: 7.723

7.  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

8.  A systematic review of network analysis studies in eating disorders: Is time to broaden the core psychopathology to non specific symptoms.

Authors:  Alessio Maria Monteleone; Giammarco Cascino
Journal:  Eur Eat Disord Rev       Date:  2021-05-03

9.  On the validity of the centrality hypothesis in cross-sectional between-subject networks of psychopathology.

Authors:  Tobias R Spiller; Ofir Levi; Yuval Neria; Benjamin Suarez-Jimenez; Yair Bar-Haim; Amit Lazarov
Journal:  BMC Med       Date:  2020-10-12       Impact factor: 8.775

  9 in total

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