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

被引:54
作者
Levinson, Cheri A. [1 ]
Vanzhula, Irina A. [1 ]
Brosof, Leigh C. [1 ]
Forbush, Kelsie [2 ]
机构
[1] Univ Louisville, Dept Psychol & Brain Sci, Life Sci Bldg, Louisville, KY 40292 USA
[2] Univ Kansas, Dept Psychol, Lawrence, KS 66045 USA
关键词
Eating disorders; Network analysis; Fear of weight gain; Anorexia nervosa; Bulimia nervosa; PSYCHOPATHOLOGY SYMPTOM NETWORKS; GENE-COEXPRESSION NETWORK; LIMITED REPLICABILITY; DEPRESSION; COMORBIDITY; PERSPECTIVE; VALIDATION; CENTRALITY; INVENTORY; INTERVIEW;
D O I
10.1007/s11920-018-0930-y
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Network analysis (NA) is an emerging methodology that allows for the characterization of maintaining symptoms and pathways among symptoms of mental disorders. The current paper provides background on NA and discusses the relevance of the network approach for the conceptualization of eating disorders (ED). We review the burgeoning literature conceptualizing ED from a network approach. Overall, these papers find that fear of weight gain and overvaluation of weight and shape are core symptoms in networks of ED pathology. We integrate literature on new advances in network methodology (e.g., within-person NA) and the clinical relevance of these approaches for the ED field (e.g., personalized ED treatment). We also provide several considerations (e.g., replicability, sample size, and node (item) selection) for researchers who are interested in using network science and recommend several emerging "best practices" for NA. Finally, we highlight novel applications of NA, specifically the ability to identify within-person maintaining symptoms, and the potential treatment implications for ED that network methods may hold. Overall, NA is a new methodology that holds significant promise for new treatment development in the ED field.
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页数:15
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