Predicting the outcome of eating disorders using structural equation modeling.

OBJECTIVE There is a need for models that predict accurately the course of mental disorders. METHOD Eating-disordered female inpatients were assessed longitudinally at the beginning of treatment (t1), at the end of treatment (t2), at 2 or 3-year follow-up (t3), and at 6-year follow-up (t4). The sample consisted of 196 women with bulimia nervosa (BN) purging type, 103 women with anorexia nervosa (AN), and 68 women with binge eating disorder (BED; N=367). Confirmatory factor analysis and path analysis were used to predict the women's status at 6-year follow-up. RESULTS The results for BN and BED show that the specific eating disorder pathology was influenced mainly by specific eating disorder pathology at earlier time points and not by non-eating-specific (general) psychopathology. Similarly, general psychopathology was influenced mainly by general psychopathology at earlier time points. For AN patients, both categories of psychopathology (eating specific and general) were relevant for the 6-year outcome. The potential impact of 14 factors on the level of pathology was estimated (a) at baseline (at the beginning of treatment), (b) during the course of illness (baseline controlled), and (c) on the 6-year outcome of eating disorders (baseline and course controlled). Although there were many correlations between potential factors and baseline pathology, there was only a limited number of significant correlations with the 6-year outcome. This effect was mediated largely by the level of general psychopathology. DISCUSSION The models for outcome prediction based on structural equation modeling techniques were very similar for BN and BED. For both BN and BED, there were almost entirely separate predictions for the specific eating disorder on the one hand and non-eating-related (general) psychopathology on the other hand. This was true to a lesser degree for AN. CONCLUSIONS The use of refined path analytic methods in follow-up studies on larger general populations will be helpful to increase our understanding of the course of illness of psychiatric disorders.

[1]  G. Parker,et al.  The parental bonding instrument , 1979, Social Psychiatry and Psychiatric Epidemiology.

[2]  G. Parker The measurement of pathogenic parental style and its relevance to psychiatric disorder , 2004, Social psychiatry.

[3]  M. Fichter,et al.  The course and outcome of bulimia nervosa , 2003, European Child & Adolescent Psychiatry.

[4]  H. Steinhausen The outcome of anorexia nervosa in the 20th century. , 2002, The American journal of psychiatry.

[5]  S. Byrne,et al.  The cognitive-behavioral model of bulimia nervosa: a direct evaluation. , 2002, The International journal of eating disorders.

[6]  Geoffrey J. McLachlan,et al.  Finite Mixture Models , 2019, Annual Review of Statistics and Its Application.

[7]  P. A. Norman,et al.  The natural course of bulimia nervosa and binge eating disorder in young women. , 2000, Archives of general psychiatry.

[8]  M. Fichter,et al.  Comparing self- and expert rating: a self-report screening version (SIAB-S) of the Structured Interview for Anorexic and Bulimic Syndromes for DSM-IV and ICD-10 (SIAB-EX) , 2000, European Archives of Psychiatry and Clinical Neuroscience.

[9]  M. Fichter,et al.  Six-year course and outcome of anorexia nervosa. , 1999, The International journal of eating disorders.

[10]  G. Huon,et al.  Accounting for differences in dieting status: steps in the refinement of a model. , 1999, The International journal of eating disorders.

[11]  Dara N. Greenwood,et al.  Recovery and relapse in anorexia and bulimia nervosa: a 7.5-year follow-up study. , 1999, Journal of the American Academy of Child and Adolescent Psychiatry.

[12]  H. Doll,et al.  Risk factors for anorexia nervosa: three integrated case-control comparisons. , 1999, Archives of general psychiatry.

[13]  C. Fairburn,et al.  Natural course of a community sample of women with binge eating disorder. , 1999, The International journal of eating disorders.

[14]  S. Crow,et al.  Long-term outcome of bulimia nervosa. , 1999, Archives of general psychiatry.

[15]  B. Herpertz-Dahlmann,et al.  Structured Interview for Anorexic and Bulimic disorders for DSM-IV and ICD-10: updated (third) revision. , 1998, The International journal of eating disorders.

[16]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[17]  M. Fichter,et al.  Binge eating disorder: treatment outcome over a 6-year course. , 1998, Journal of psychosomatic research.

[18]  M. Strober,et al.  The long-term course of severe anorexia nervosa in adolescents: survival analysis of recovery, relapse, and outcome predictors over 10-15 years in a prospective study. , 1997, The International journal of eating disorders.

[19]  M. Fichter,et al.  Six-year course of bulimia nervosa. , 1997, The International journal of eating disorders.

[20]  H. Doll,et al.  Risk factors for bulimia nervosa. A community-based case-control study. , 1997, Archives of general psychiatry.

[21]  P. Keel,et al.  Outcome in bulimia nervosa. , 1997, The American journal of psychiatry.

[22]  W. Herzog,et al.  First recovery in anorexia nervosa patients in the long-term course: a discrete-time survival analysis. , 1997, Journal of consulting and clinical psychology.

[23]  W. Grove,et al.  Ten-year follow-up of anorexia nervosa: clinical course and outcome , 1995, Psychological Medicine.

[24]  W. Rief,et al.  Course of multi-impulsive bulimia , 1994, Psychological Medicine.

[25]  Dc Washington Diagnostic and Statistical Manual of Mental Disorders, 4th Ed. , 1994 .

[26]  Karl G. Jöreskog,et al.  Lisrel 8: Structural Equation Modeling With the Simplis Command Language , 1993 .

[27]  P W Lavori,et al.  The prevalence of personality disorders in 210 women with eating disorders. , 1992, The Journal of clinical psychiatry.

[28]  S. Theander Chronicity in Anorexia Nervosa: Results from the Swedish Long-Term Study , 1992 .

[29]  F. Poustka,et al.  Structured interview for anorexia and bulimia nervosa (SIAB): Development of a new instrument for the assessment of eating disorders , 1991 .

[30]  K. Halmi,et al.  Comorbidity of psychiatric diagnoses in anorexia nervosa. , 1991, Archives of general psychiatry.

[31]  H. Steinhausen,et al.  Follow-up studies of anorexia nervosa: a review of four decades of outcome research , 1991, Psychological Medicine.

[32]  I. Eisler,et al.  Anorexia Nervosa: Outcome and Prognostic Factors after 20 Years , 1991, British Journal of Psychiatry.

[33]  T. Herzog,et al.  Prognostic factors in outpatient psychotherapy of bulimia. , 1991, Psychotherapy and psychosomatics.

[34]  M. Zaudig,et al.  Development of diagnostic checklists for use in routine clinical care. A guideline designed to assess DSM-III-R diagnoses. , 1990, Archives of general psychiatry.

[35]  M. Friedlander,et al.  Separation-individuation difficulties and cognitive-behavioral indicators of eating disorders among college women , 1990 .

[36]  Karl G. Jöreskog,et al.  Lisrel 8: User's Reference Guide , 1997 .

[37]  B. Muthén,et al.  Dichotomous Factor Analysis of Symptom Data , 1989 .

[38]  S. Stewart,et al.  Parental caring versus overprotection in bulimia , 1988 .

[39]  A. Brotman,et al.  Long-term course in 14 bulimic patients treated with psychotherapy. , 1988, The Journal of clinical psychiatry.

[40]  R. Bryant-Waugh,et al.  Long term follow up of patients with early onset anorexia nervosa. , 1988, Archives of disease in childhood.

[41]  R. Palmer,et al.  Eating‐disorded patients remember their parents: A study using the parental‐bonding instrument , 1988 .

[42]  M. Strober,et al.  Familial contributions to the etiology and course of anorexia nervosa and bulimia. , 1987, Journal of consulting and clinical psychology.

[43]  N. Andreasen,et al.  The Longitudinal Interval Follow-up Evaluation. A comprehensive method for assessing outcome in prospective longitudinal studies. , 1987, Archives of general psychiatry.

[44]  S. Nielsen,et al.  Long‐term outcome of 151 cases of anorexia nervosa , 1985, Acta psychiatrica Scandinavica.

[45]  G. Parker Parental Overprotection : A Risk Factor in Psychosocial Development , 1983 .

[46]  R. Michels,et al.  Diagnostic and Statistical Manual of Mental Disorders, 3rd ed , 1981 .

[47]  Ulf Olsson,et al.  Maximum likelihood estimation of the polychoric correlation coefficient , 1979 .

[48]  G Russell,et al.  Bulimia nervosa: an ominous variant of anorexia nervosa , 1979, Psychological Medicine.

[49]  L. Covi,et al.  The Hopkins Symptom Checklist (HSCL): a self-report symptom inventory. , 1974, Behavioral science.

[50]  K. G. Jöreskog,et al.  Statistical analysis of sets of congeneric tests , 1971 .

[51]  A. Beck,et al.  An inventory for measuring depression. , 1961, Archives of general psychiatry.

[52]  L. Cronbach Coefficient alpha and the internal structure of tests , 1951 .