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澳大利亚某州儿童人群队列中精神卫生服务利用的潜在轨迹

Latent trajectories of mental health service use in an Australian state population cohort of children.

作者信息

Watkeys Oliver J, Tzoumakis Stacy, Dean Kimberlie, Laurens Kristin R, Harris Felicity, O'Hare Kirstie, Carr Vaughan J, Green Melissa J

机构信息

School of Clinical Medicine, Discipline of Psychiatry and Mental Health, Faculty of Medicine and Health, University of New South Wales (UNSW), Sydney, NSW, Australia.

Griffith Criminology Institute, Griffith University, Southport, QLD, Australia.

出版信息

Aust N Z J Psychiatry. 2025 May;59(5):457-468. doi: 10.1177/00048674251324805. Epub 2025 Mar 14.

Abstract

OBJECTIVES

Mental health service use among young people is increasing, and small groups within the population disproportionately account for the majority of mental health service use. The aims of this study were to identify population-based trajectories of mental health service use across childhood and adolescence and associated sociodemographic/other risk factors.

METHODS

Mental health trajectories between birth and 17 years of age were identified using zero-inflated Poisson latent-class growth mixture modelling, in a New South Wales cohort of 9510 children (born between 2002 and 2005) who had at least one primary diagnosis of a mental disorder recorded in 'Emergency Department', 'Admitted Patients' and/or 'Mental Health Ambulatory' data collections.

RESULTS

A two-trajectory solution provided the optimal fit to the data: One trajectory displayed increasing service use ( = 1861, 19.6%) and accounting for more than 68% of the days treated for mental disorder among the entire cohort. The other trajectory ( = 7649, 80.4%) was distinguished by a consistently level of service use. Membership in the mental health service use trajectory was associated with parental mental disorder, child maltreatment exposure and diagnoses of psychosis spectrum and personality disorders.

CONCLUSION

Less than one-fifth of children account for more than 68% of hospital and ambulatory services used up to age 17 years; these children are more likely to have parents with mental disorder and to have been exposed to child maltreatment, pointing towards multi-disciplinary supports as a basis for early intervention.

摘要

目标

年轻人对心理健康服务的使用正在增加,且该人群中的一小部分群体不成比例地占据了心理健康服务使用的大部分。本研究的目的是确定儿童期和青少年期基于人群的心理健康服务使用轨迹以及相关的社会人口统计学/其他风险因素。

方法

在新南威尔士州的一个由9510名儿童(出生于2002年至2005年之间)组成的队列中,使用零膨胀泊松潜在类别增长混合模型确定出生至17岁之间的心理健康轨迹,这些儿童在“急诊科”、“住院患者”和/或“心理健康门诊”数据收集中至少有一次精神障碍的主要诊断记录。

结果

双轨迹解决方案对数据提供了最佳拟合:一条轨迹显示服务使用增加(n = 1861,19.6%),并占整个队列中精神障碍治疗天数的68%以上。另一条轨迹(n = 7649,80.4%)的特点是服务使用水平持续较低。心理健康服务使用轨迹中的成员与父母的精神障碍、儿童受虐待经历以及精神病谱系和人格障碍的诊断有关。

结论

不到五分之一的儿童占17岁之前使用的医院和门诊服务的68%以上;这些儿童更有可能有患有精神障碍的父母,并且曾遭受儿童虐待,这表明多学科支持是早期干预的基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b607/12022377/a344a9279db3/10.1177_00048674251324805-fig1.jpg

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