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《3D 转换研究:创新性计划缺失数据设计的目标、方法和实施》。

The 3D-Transition Study: Objectives, Methods, and Implementation of an Innovative Planned Missing-Data Design.

出版信息

Am J Epidemiol. 2021 Nov 2;190(11):2262-2274. doi: 10.1093/aje/kwab141.

Abstract

The prevalence of mental health problems represents a significant burden on school and community health resources as early as preschool. Reducing this burden requires a better understanding of the developmental mechanisms linking children's early vulnerabilities with mental health after the transition to formal schooling. The 3D-Transition Study (2017-2021) follows 939 participants from a pregnancy cohort in the province of Québec, Canada, as they transition to kindergarten and first grade to examine these mechanisms. Biannual assessments include completed questionnaires from 2 parents as well as teachers, parent-child observations, anthropometric measurements, and age-sensitive cognitive assessments. Saliva is also collected on 11 days over a 16-month period in a subsample of 384 participants to examine possible changes in child salivary cortisol levels across the school transition and their role in difficulties observed during the transition. A combination of planned missing-data designs is being implemented to reduce participant burden, where incomplete data are collected without introducing bias after the use of multiple imputation. The 3D-Transition Study will contribute to an evidence-based developmental framework of child mental health from pregnancy to school age. In turn, this framework can help inform prevention programs delivered in health-care settings during pregnancy and in child-care centers, preschools, and schools.

摘要

心理健康问题的普遍性对学前教育阶段的学校和社区卫生资源造成了重大负担。为了减轻这一负担,需要更好地理解将儿童早期脆弱性与正式入学后心理健康联系起来的发展机制。3D 过渡研究(2017-2021 年)跟踪了来自加拿大魁北克省妊娠队列的 939 名参与者,他们从幼儿园和一年级过渡,以研究这些机制。每两年进行一次评估,包括 2 位家长和教师完成的问卷、家长-孩子观察、人体测量学测量以及适合年龄的认知评估。在一个 384 名参与者的子样本中,还在 16 个月的时间内采集了 11 天的唾液,以研究儿童唾液皮质醇水平在学校过渡期间可能发生的变化及其在过渡期间观察到的困难中的作用。正在实施计划缺失数据设计的组合,以减轻参与者的负担,在使用多次插补后,无需引入偏差即可收集不完整的数据。3D 过渡研究将为从妊娠到学龄期儿童心理健康的循证发展框架做出贡献。反过来,这一框架可以帮助为在妊娠期间和儿童保健中心、幼儿园和学校提供的保健设施中的预防计划提供信息。

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