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青少年中的饮食失调行为:使用潜在类别模型研究分类、持续性以及与不良后果的前瞻性关联。

Eating disorder behaviours amongst adolescents: investigating classification, persistence and prospective associations with adverse outcomes using latent class models.

作者信息

Micali Nadia, Horton N J, Crosby R D, Swanson S A, Sonneville K R, Solmi F, Calzo J P, Eddy K T, Field A E

机构信息

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

出版信息

Eur Child Adolesc Psychiatry. 2017 Feb;26(2):231-240. doi: 10.1007/s00787-016-0877-7. Epub 2016 Jun 24.

Abstract

Diagnostic criteria for eating disorders (ED) remain largely based on clinical presentations, but do not capture the full range of behaviours in the population. We aimed to derive an empirically based ED behaviour classification using behavioural and body mass index (BMI) indicators at three time-points in adolescence, and to validate classes investigating prospective associations with adverse outcomes. Adolescents from the Avon Longitudinal Study of Parents and Children (ALSPAC) provided data on ED at age 14 (n = 6615), 16 (n = 5888), and 18 years (n = 5100), and had weight and height measured. Psychological and behavioural outcomes were assessed at 15.5/16 and 17.5/18 years. We fit gender- and age-stratified latent class models, and employed logistic regression to investigate associations between classes and later outcomes. One asymptomatic and two symptomatic (largely representing higher and lower frequency ED behaviours) classes were observed at each time-point, although their relative prevalence varied by age and gender. The majority of girls in symptomatic classes remained symptomatic at subsequent assessments. Girls in symptomatic classes had higher odds of subsequent anxiety and depressive disorders, binge drinking, drug use, and deliberate self-harm. Data analyses were underpowered amongst boys. The presence of two symptomatic classes (characterised by different ED behaviour frequency) and their prospective association with adverse outcomes suggest a need to refine diagnostic thresholds based on empirical data. Despite some instability of classes, particularly in mid-adolescence, evidence that half of girls in symptomatic classes remained symptomatic suggests persistence of ED behaviours in adolescence, and highlights a need for early identification to reduce chronicity.

摘要

饮食失调(ED)的诊断标准很大程度上仍基于临床表现,但未能涵盖人群中的所有行为。我们旨在利用青少年三个时间点的行为和体重指数(BMI)指标得出基于实证的饮食失调行为分类,并通过调查与不良后果的前瞻性关联来验证这些类别。来自阿冯父母与儿童纵向研究(ALSPAC)的青少年提供了14岁(n = 6615)、16岁(n = 5888)和18岁(n = 5100)时的饮食失调数据,并测量了体重和身高。在15.5/16岁和17.5/18岁时评估心理和行为结果。我们拟合了按性别和年龄分层的潜在类别模型,并采用逻辑回归来研究类别与后期结果之间的关联。在每个时间点都观察到一个无症状类别和两个有症状类别(主要代表饮食失调行为的高频率和低频率),尽管它们的相对患病率因年龄和性别而异。有症状类别的大多数女孩在后续评估中仍有症状。有症状类别的女孩随后出现焦虑和抑郁障碍、酗酒、吸毒和故意自我伤害的几率更高。男孩的数据分析效力不足。两个有症状类别的存在(以不同的饮食失调行为频率为特征)及其与不良后果的前瞻性关联表明需要根据实证数据完善诊断阈值。尽管类别存在一些不稳定性,尤其是在青春期中期,但有证据表明有症状类别的女孩中有一半仍有症状,这表明饮食失调行为在青春期会持续存在,并突出了早期识别以减少慢性病的必要性。

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