Application of structural equation mixture modeling to characterize the latent structure of eating pathology

International Journal of Eating Disorders

Volumn 50, Issue 5, 2017, Pages 542-550

  Forbush, Kelsie T ^a   Wildes, Jennifer E ^b  

^a UNIVERSITY OF KANSAS   (United States)

^b UNIVERSITY OF CHICAGO   (United States)

Author keywords

categorical; dimensional; eating disorders; empirical models; factor analysis; latent profile analysis; mixture modeling

Indexed keywords

ADULT; ANOREXIA NERVOSA; ARTICLE; BEHAVIOR DISORDER ASSESSMENT; BINGE EATING DISORDER; BODY MASS; BULIMIA; CONTROLLED STUDY; EATING DISORDER; EATING PATHOLOGY SYMPTOMS INVENTORY; FEMALE; HUMAN; INVENTORY OF DEPRESSION AND ANXIETY SYMPTOMS; LATENT STRUCTURE ANALYSIS; MAJOR CLINICAL STUDY; MALE; MOOD DISORDER ASSESSMENT; OBESITY; PHENOMENOLOGY; PRIORITY JOURNAL; STRUCTURAL EQUATION MODELING; VALIDATION PROCESS; FACTOR ANALYSIS; PATHOLOGY; YOUNG ADULT;

ADULT; FACTOR ANALYSIS, STATISTICAL; FEEDING AND EATING DISORDERS; FEMALE; HUMANS; MALE; YOUNG ADULT;

EID: 85005950236     PISSN: 02763478     EISSN: 1098108X     Source Type: Journal    
DOI: 10.1002/eat.22634     Document Type: Article

References (45)

1. NIMH. NIMH Research Domain Criteria (RDoC). 2010; Available from: http://www.nimh.nih.gov/research-funding/nimh-research-domain-criteria-rdoc.shtml [July 1, 2013].
2. Crow SJ, Swanson SA, Peterson CB, Crosby RD, Wonderlich SA, Mitchell JE. Latent class analysis of eating disorders: Relationship to mortality. J Psychol 2012;121:225–231.
3. Peterson CB, Crow SJ, Swanson SA, Crosby RD, Wonderlich SA, Mitchell JE, et al. Examining the stability of DSM–IV and empirically derived eating disorder classification: Implications for DSM–5. J Consult Clin Psychol 2011;79:777–783.
4. Wildes JE, Marcus MD, Crosby RD, Ringham RM, Dapelo MM, Gaskill JA, et al. The clinical utility of personality subtypes in patients with anorexia nervosa. J Consult Clin Psychol 2011;79:665–674.
5. Miller MB. Limitations of Meehl's MAXCOV-HITMAX procedure. Am Psychol 1996;51:554–556.
6. APA. Diagnostic and Statistical Manual of Mental Disorders, 5th ed. Arlington, VA: American Psychiatric Association Publishing, 2013.
7. Williamson DA, Gleaves DH, Stewart TM. Categorical versus Dimensional Models of Eating Disorders: An Examination of the Evidence. Int J Eat Disord 2005;37:1–10.
8. Keel PK, Crosby RD, Hildebrandt TB, Haedt-Matt AA, Gravener JA. Evaluating new severity dimensions in the DSM-5 for bulimic syndromes using mixture modeling. Int J Eat Disord 2013;46:108–118.
9. First MB, Spitzer RL, Gibbon M, Williams JBW. Structured Clinical Interview for the DSM-IV Axis I Disorders. Research Version. New York: New York Biometrics Research Division, 1997.
10. Fairburn CG, Bohn K. Eating disorder NOS (EDNOS): An example of the troublesome “not otherwise specified” (NOS) category in DSM-IV. Behav Res Ther 2005;43:691–701.
11. Kendell RE. The Role of Diagnosis in Psychiatry. Oxford: Blackwell Scientific Publications; 1975.
12. Fairburn CG, Cooper Z. Eating disorders, DSM-5 and clinical reality. Br J Psychiatry 2011;198:8–10.
13. Byrne SM, Fursland A, Allen KL, Watson H. The effectiveness of enhanced cognitive behavioural therapy for eating disorders: An open trial. Behav Res Ther 2011;49:219–226.
14. Fairburn CG, Bailey-Straebler S, Basden S, Doll HA, Jones R, Murphy R, et al. A transdiagnostic comparison of enhanced cognitive behaviour therapy (CBT-E) and interpersonal psychotherapy in the treatment of eating disorders. Behav Res Ther 2015;70:64–71.
15. Dalle Grave R, Calugi S, Sartirana M, Fairburn CG. Transdiagnostic cognitive behaviour therapy for adolescents with an eating disorder who are not underweight. Behav Res Ther 2015;73:79–82.
16. Fairburn CG, Cooper Z, Doll HA, O'Connor M, Bohn K, Hawker DM, et al. Transdiagnostic cognitive-behavioral therapy for patients with eating disorders: A two-site trial with 60-week follow-up. Am J Psychiatry 2009;166:311–319.
17. Forbush KT, Wildes JE, Pollack LO, Dunbar D, Luo J, Patterson K, et al. Development and validation of the Eating Pathology Symptoms Inventory (EPSI). Psychol Assess 2013;25:859–878.
18. Stice E, Telch CF, Rizvi SL. Development and validation of the Eating Disorder Diagnostic Scale: A brief self-report measure of anorexia, bulimia, and binge-eating disorder. Psychol Assess 2000;12:123.
19. Bohn K, Doll HA, Cooper Z, O'Connor M, Palmer RL, Fairburn CG. The measurement of impairment due to eating disorder psychopathology. Behav Res Ther 2008;46:1105.
20. Reas DL, Stedal K, Lindvall Dahlgren C, Rø Ø. Impairment due to eating disorder pathology: Identifying the cut-off score on the Clinical Impairment Assessment in a clinical and community sample. Int J Eat Disord 2016;49:635–638.
21. Swanson SA, Crow SJ, Le Grange D, Swendsen J, Merikangas KR. Prevalence and correlates of eating disorders in adolescents: Results from the national comorbidity survey replication adolescent supplement. Arch Gen Psychiatry 2011;68:714–723.
22. Watson D, O'Hara MW, Simms LJ, Kotov R, Chmielewski M, McDade-Montez EA, et al. Development and validation of the inventory of depression and anxiety symptoms (IDAS). Psychol Assess 2007;19:253–268.
23. SAS Institute. Base SAS® 9.3 Procedures Guide. Cary, NC: SAS Institute, Inc., 2011.
24. IBM Corp. IBM SPSS Statistics for Windows., Version 22.0. Armonk, NY: IBM Corp, 2013.
25. Muthén L, Muthén B. Mplus User's Guide, 7th ed. Los Angeles, CA: Muthén & Muthén (1998−2012).
26. Advanced Analytics LLC. AgreeStat for Excel (Mac). Gaithersburg, MD 2010.
27. Wiseman CV, Sunday SR, Klapper F, Harris WA, Halmi KA. Changing patterns of hospitalization in eating disorder patients. Int J Eat Disord 2001;30:69–74.
28. Wilson GT, Sysko R. Frequency of binge eating episodes in bulimia nervosa and binge eating disorder: Diagnostic considerations. Int J Eat Disord 2009;42:603–610.
29. MacDonald DE, McFarlane TL, Olmsted MP. “Diagnostic shift” from eating disorder not otherwise specified to bulimia nervosa using DSM-5 criteria: A clinical comparison with DSM-IV bulimia. Eat Behav 2014;15:60–62.
30. Eddy KT, Crosby RD, Keel PK, Wonderlich SA, le Grange D, Hill L, et al. Empirical identification and validation of eating disorder phenotypes in a multisite clinical sample. J Nervous Mental Dis 2009;197:41–49.
31. Keel PK, Fichter M, Quadflieg N, Bulik CM, Baxter MG, Thornton L, et al. Application of a latent class analysis to empirically define eating disorder phenotypes. Arch Gen Psychiatry 2004;61:192–200.
32. Tseng M-CM, Hu F-C. Latent class analysis of eating and impulsive behavioral symptoms in Taiwanese women with bulimia nervosa. J Psychosom Res 2012;72:65–72.
33. Dalle Grave R, Calugi S, Marchesini G. Self-induced vomiting in eating disorders: Associated features and treatment outcome. Behav Res Ther 2009;47:680–684.
34. Haedt AA, Edler C, Heatherton TF, Keel PK. Importance of multiple purging methods in the classification of eating disorder subtypes. Int J Eat Disord 2006;39:648–654.
35. Edler C, Haedt AA, Keel PK. The use of multiple purging methods as an indicator of eating disorder severity. Int J Eat Disord 2007;40:515–520.
36. Wildes JE, Forbush KT, Markon KE. Characteristics and stability of empirically derived anorexia nervosa subtypes: Towards the identification of homogeneous low-weight eating disorder phenotypes. J Abnorm Psychol 2013;122:1031–1041.
37. Thomas JJ, Eddy KT, Ruscio J, Ng KL, Casale KE, Becker AE, et al. Do recognizable lifetime eating disorder phenotypes naturally occur in a culturally Asian population? A combined latent profile and taxometric approach. Eur Eat Disord Rev 2015;23:199–209.
38. van Hoeken D, Veling W, Sinke S, Mitchell JE, Hoek HW. The validity and utility of subtyping bulimia nervosa. Int J Eat Disord 2009;42:595–602.
39. Forbush KT, Wildes JE, Hunt TK. Gender norms, psychometric properties, and validity for the Eating Pathology Symptoms Inventory. Int J Eat Disord 2014;47:85–91.
40. Tang X, Forbush KT, Lui PP. Development and validation of the Chinese-Language Version of the Eating Pathology Symptoms Inventory (CEPSI). Int J Eat Disord 2015;48:1016–1023.
41. Krueger RF, Markon KE. Reinterpreting comorbidity: A model-based approach to understanding and classifying psychopathology. Ann Rev Clin Psychol 2006;2:111–133.
42. Forbush KT, Watson D. The structure of common and uncommon mental disorders. Psychol Med 2013;43:97–108.
43. Forbush KT, South SC, Krueger RF, Iacono WG, Clark LA, Keel PK, et al. Locating eating pathology within an empirical diagnostic taxonomy: Evidence from a community-based sample. J Abnorm Psychol 2010;119:282–292.
44. Mitchell KS, Wolf EJ, Reardon AF, Miller MW. Association of eating disorder symptoms with internalizing and externalizing dimensions of psychopathology among men and women. Int J Eat Disord 2014;47:860–869.
45. Raftery AE. Bayes factors and BIC. Soc Methods Res 1999;27:411–417.