Application of network analysis to identify interactive systems of eating disorder psychopathology

Psychological Medicine

Volumn 46, Issue 12, 2016, Pages 2667-2677

  Forbush, K T ^a   Siew, C S Q ^a   Vitevitch, M S ^a  

^a UNIVERSITY OF KANSAS   (United States)

Author keywords

Body checking; disordered eating symptoms; DSM; eating disorders; network analysis

Indexed keywords

ADOLESCENT; ADULT; CLASSIFICATION; EATING DISORDER; FEMALE; HUMAN; LONGITUDINAL STUDY; MALE; MIDDLE AGED; PATHOPHYSIOLOGY; THEORETICAL MODEL; YOUNG ADULT;

ADOLESCENT; ADULT; FEEDING AND EATING DISORDERS; FEMALE; HUMANS; LONGITUDINAL STUDIES; MALE; MIDDLE AGED; MODELS, THEORETICAL; YOUNG ADULT;

EID: 84978086015     PISSN: 00332917     EISSN: 14698978     Source Type: Journal    
DOI: 10.1017/S003329171600012X     Document Type: Article

References (52)

1. Advanced Analytics LLC (2010). AgreeStat for Excel (Mac). Advanced Analytics LLC: Gaithersburg, MD.
2. Agras WS, Crow SJ, Halmi KA, Mitchell JE, Wilson GT, Kraemer HC (2000). Outcome predictors for the cognitive behavior treatment of bulimia nervosa: data from a multisite study. American Journal of Psychiatry 157, 1302-1308.
3. Allen KL, Byrne SM, Oddy WH, Crosby RD (2013). DSM-IV-TR and DSM-5 eating disorders in adolescents: prevalence, stability, and psychosocial correlates in a population-based sample of male and female adolescents. Journal of Abnormal Psychology 122, 720-732.
4. American Psychiatric Association (2013). Diagnostic and Statistical Manual of Mental Disorders, 5th edn. American Psychiatric Association: Washington, DC.
5. Berg KC, Peterson CB, Frazier P, Crow SJ (2012). Psychometric evaluation of the Eating Disorder Examination and Eating Disorder Examination? Questionnaire: A systematic review of the literature. International Journal of Eating Disorders 45, 428-438.
6. Blondel VD, Guillaume J-L, Lamboitte R, Lefebvre E (2008). Fast unfolding of communities in large networks. Journal of Statistical Mechanics: Theory and Experiment 10, P10008.
7. Bohn K, Doll HA, Cooper Z, O'Connor M, Palmer RL, Fairburn CG (2008). The measurement of impairment due to eating disorder psychopathology. Behaviour Research and Therapy 46, 1105-1110.
8. Borgatti SP (2005). Centrality and network flow. Social Networks 27, 55-71.
9. Borgatti SP (2006). Identifying sets of key players in a social network. Computational and Mathematical Organization Theory 12, 21-34.
10. Borgatti SP (2008). Keyplayer 1.44. Analytic Technologies: Lexington, KY.
11. Borsboom D, Cramer AO (2013). Network analysis: An integrative approach to the structure of psychopathology. Annual Review of Clinical Psychology 9, 91-121.
12. Bringmann LF, Lemmens LH, Huibers MJ, Borsboom D, Tuerlinckx F (2015). Revealing the dynamic network structure of the Beck Depression Inventory-II. Psychological Medicine 45, 747-757.
13. Brody ML,Walsh BT, DevlinMJ(1994). Binge eating disorder: reliability and validity of a newdiagnostic category. Journal of Consulting and Clinical Psychology 62, 381-386.
14. Castellini G, Lo Sauro C, Mannucci E, Ravaldi C, Rotella CM, Faravelli C, Ricca V (2011). Diagnostic crossover and outcome predictors in eating disorders according to DSM-IV and DSM-V proposed criteria: A 6-year follow-up study. Psychosomatic Medicine 73, 270-279.
15. Costantini G, Epskamp S, BorsboomD, PeruginiM,MõttusR, Waldorp LJ, Cramer AO (2015). State of the aRt personality research: A tutorial on network analysis of personality data in R. Journal of Research in Personality 54, 13-29.
16. Cuthbert BN (2014). The RDoC framework: facilitating transition from ICD/DSM to dimensional approaches that integrate neuroscience and psychopathology. World Psychiatry 13, 28-35.
17. Eddy KT, Dorer DJ, Franko DL, Tahilani K, Thompson-Brenner H, Herzog DB (2008). Diagnostic crossover in anorexia nervosa and bulimia nervosa: implications for DSM-V. American Journal of Psychiatry 165, 245-250.
18. Epskamp S, Cramer AO, Waldorp LJ, Schmittmann VD, Borsboom D (2012). qgraph: Network visualizations of relationships in psychometric data. Journal of Statistical Software 48, 1-18.
19. Fairburn CG (2008). Shape concern, shape checking, feeling fat, and mindsets. In Cognitive Behavior Therapy and Eating Disorders, pp. 96-123. The Guilford Press: New York.
20. Fairburn CG, Bohn K (2005). Eating disorder NOS (EDNOS): An example of the troublesome "not otherwise specified" (NOS) category in DSM-IV. Behaviour Research and Therapy 43, 691-701.
21. Fairburn CG, Cooper Z, Shafran R (2008). Enhanced cognitive behavior therapy for eating disorders ("CBT-E"): An overview. In Cognitive Behavior Therapy and Eating Disorders (ed. C. G. Fairburn), pp. 23-34. Guilford Press: New York.
22. Fairweather Schmidt AK, Wade TD (2014). DSM 5 eating disorders and other specified eating and feeding disorders: is there a meaningful differentiation? International Journal of Eating Disorders 47, 524-533.
23. First MB, Spitzer RL, Gibbon M, Williams JBW (2007 Revision). Structured Clinical Interview for DSM-IV-TR Axis I Disorders, Research Version, Patient Edition With Psychotic Screen (SCID-I/P W/PSY SCREEN). Biometrics Research, New York State Psychiatric Institute: New York.
24. Forbush KT, Wildes JE, Hunt TK (2014). Gender norms, psychometric properties, and validity for the Eating Pathology Symptoms Inventory. International Journal of Eating Disorders 47, 85-91.
25. Forbush KT, Wildes JE, Pollack LO, Dunbar D, Luo J, Patterson K, Pollpeter M, Stone A, Bright A, Watson D (2013). Development and validation of the Eating Pathology Symptoms Inventory (EPSI). Psychological Assessment 25, 859-878.
26. Furnham A, Badmin N, Sneade I (2002). Body image dissatisfaction: gender differences in eating attitudes, self-esteem, and reasons for exercise. Journal of Psychology 136, 581-596.
27. Hovrud L, De Young KP (2015). Unique contributions of individual eating disorder symptoms to eating disorder-related impairment. Eating Behaviors 18, 103-106.
28. IBM Corp. (2011). IBM SPSS Statistics for Windows, Version 20.0. IBM Corp: Armonk, NY.
29. Insel TR (2014). The NIMH research domain criteria (RDoC) project: precision medicine for psychiatry. American Journal of Psychiatry 171, 395-397.
30. Jansen A, Voorwinde V, Hoebink Y, Rekkers M, Martijn C, Mulkens S (2015). Mirror exposure to increase body satisfaction: should we guide the focus of attention towards positively or negatively evaluated body parts? Journal of Behavior Therapy and Experimental Psychiatry 50, 90-96.
31. Keel PK, Brown TA, Holland LA, Bodell LP (2012). Empirical classification of eating disorders. Annual Review of Clinical Psychology 8, 381-404.
32. Kindermann R, Snell JL (1980). Markov Random Fields and their Applications. American Mathematical Society Providence: Providence, RI.
33. Latner JD, Mond JM, Vallance JK, Gleaves DH, Buckett G (2012). Body checking and avoidance in women: Associations with mental and physical health-related quality of life. Eating Behaviors 13, 386-389.
34. Lavender JM, De Young KP, Wonderlich SA, Crosby RD, Engel SG, Mitchell JE, Crow SJ, Peterson CB, Le Grange D (2013). Daily patterns of anxiety in anorexia nervosa: Associations with eating disorder behaviors in the natural environment. Journal of Abnormal Psychology 122, 672-683.
35. McNally RJ, Robinaugh DJ, Wu GW, Wang L, Deserno MK, Borsboom D (2015). Mental disorders as causal systems a network approach to posttraumatic stress disorder. Clinical Psychological Science 3, 836-849.
36. Mountford V, Haase AM, Waller G (2007). Is body checking in the eating disorders more closely related to diagnosis or to symptom presentation? Behaviour Research and Therapy 45, 2704-2711.
37. Newman ME (2006). Finding community structure in networks using the eigenvectors of matrices. Physical Review E 74, 036104.
38. Raykos BC, Watson HJ, Fursland A, Byrne SM, Nathan P (2013). Prognostic value of rapid response to enhanced cognitive behavioral therapy in a routine clinic sample of eating disorder outpatients. International Journal of Eating Disorders 46, 764-770.
39. Reas DL, Whisenhunt BL, Netemeyer R, Williamson DA (2002). Development of the body checking questionnaire: A self report measure of body checking behaviors. International Journal of Eating Disorders 31, 324-333.
40. Regier DA, Kuhl EA, Kupfer DJ (2013). The DSM 5: classification and criteria changes.World Psychiatry 12, 92-98.
41. Scott J (2012). Lines, neighbourhoods, and densities. In Social Network Analysis, pp. 63-82. Sage: Thousand Oaks, CA.
42. Shafran R, Fairburn CG, Robinson P, Lask B (2004). Body checking and its avoidance in eating disorders. International Journal of Eating Disorders 35, 93-101.
43. Shafran R, Lee M, Payne E, Fairburn CG (2007). An experimental analysis of body checking. Behaviour Research and Therapy 45, 113-121.
44. Stice E, Marti CN, Rohde P (2013). Prevalence, incidence, impairment, and course of the proposed DSM-5 eating disorder diagnoses in an 8-year prospective community study of young women. Journal of Abnormal Psychology 122, 445-457.
45. Stice E, Telch CF, Rizvi SL (2000). Development and validation of the Eating Disorder Diagnostic Scale: A brief self-report measure of anorexia, bulimia, and binge-eating disorder. Psychological Assessment 12, 123-131.
46. Swanson SA, Crow SJ, Le Grange D, Swendsen J, Merikangas KR (2011). Prevalence and correlates of eating disorders in adolescents: results from the National Comorbidity Survey Replication Adolescent Supplement. Archives of General Psychiatry 68, 714-723.
47. Tabri N, Murray H, Thomas J, Franko D, Herzog D, Eddy K (2015). Overvaluation of body shape/weight and engagement in non-compensatory weight-control behaviors in eating disorders: is there a reciprocal relationship? Psychological Medicine 45, 2951-2958.
48. Tang X, Forbush KT, Lui PP (2015). Development and validation of the Chinese-Language Version of the Eating Pathology Symptoms Inventory (CEPSI). International Journal of Eating Disorders 48, 1016-1023.
49. Thelen MH, Farmer J, Wonderlich S, Smith M (1991). A revision of the Bulimia Test: The BULIT-R. Psychological Assessment 3, 119-124.
50. Tiggemann M, Martins Y, Kirkbride A (2007). Oh to be lean and muscular: body image ideals in gay and heterosexual men. Psychology of Men and Masculinity 8, 15-24.
51. Wildes JE, Forbush KT, Markon KE (2013). Characteristics and stability of empirically derived anorexia nervosa subtypes: Towards the identification of homogeneous low-weight eating disorder phenotypes. Journal of Abnormal Psychology 122, 1031-1041.
52. Wildes JE, Marcus MD (2013). Alternative methods of classifying eating disorders: Models incorporating comorbid psychopathology and associated features. Clinical Psychology Review 33, 383-394.