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新西兰学龄前儿童发育健康问题的患病率及预测因素:一项潜在类别分析

Prevalence and predictors of developmental health difficulties within New Zealand preschool-aged children: a latent profile analysis.

作者信息

Russell Jin, Grant Cameron C, Morton Susan, Denny Simon, Paine Tūhoe Sarah-Jane

机构信息

Centre for Longitudinal Research - He Ara ki Mua, University of Auckland, Auckland, New Zealand.

Developmental Paediatrics, Neuroservices, Starship Children's Health, Auckland, New Zealand.

出版信息

J R Soc N Z. 2022 Jul 6;53(5):587-614. doi: 10.1080/03036758.2022.2083188. eCollection 2023.

Abstract

New Zealand research on inequities in children's developmental health outcomes is sparse. We aimed to describe the prevalence, clustering, and socio-environmental associations of developmental health in preschool-aged children. A latent profile analysis was performed using data from child participants of at age 4.5-years to identify profiles of developmental health status. Seven measures were included in the latent profile analysis, representing four domains of developmental health: 'physical', 'motor', 'socioemotional and behavioural', and 'communication and learning'. Multinominal logistic regression was used to investigate socio-environmental associations of latent profile membership. Six latent profiles were identified ( = 6109), including three healthy/flourishing profiles: 'healthy' (52.6% of the sample), 'early social skills flourishing' (14.5%), and 'early learning skills flourishing' (4.0%); and three suboptimal profiles: 'early learning skills difficulties' (19.5%), 'physical health difficulties' (5.6%), and 'developmental difficulties cluster' (3.7%). Children experiencing socioeconomic disadvantage, of Māori or Pacific ethnicity, and with unmet healthcare needs had increased odds of being classified to suboptimal developmental health profiles. In this large, diverse cohort, one-in-four children were classified as having suboptimal developmental health. Addressing inequities in developmental health is crucial to improving health over the life course.

摘要

新西兰关于儿童发育健康结果不平等问题的研究较少。我们旨在描述学龄前儿童发育健康的患病率、聚集情况以及社会环境关联。使用4.5岁儿童参与者的数据进行了潜在类别分析,以确定发育健康状况的类别。潜在类别分析纳入了七项指标,代表发育健康的四个领域:“身体”、“运动”、“社会情感与行为”以及“沟通与学习”。多项逻辑回归用于研究潜在类别成员的社会环境关联。共识别出六种潜在类别(n = 6109),包括三种健康/良好发展的类别:“健康”(占样本的52.6%)、“早期社交技能良好发展”(14.5%)和“早期学习技能良好发展”(4.0%);以及三种欠佳的类别:“早期学习技能困难”(19.5%)、“身体健康困难”(5.6%)和“发育困难聚集”(3.7%)。经历社会经济劣势、属于毛利族或太平洋族裔以及有未满足医疗需求的儿童被归类为发育健康欠佳类别的几率更高。在这个规模庞大、多样化的队列中,四分之一的儿童被归类为发育健康欠佳。解决发育健康方面的不平等问题对于改善一生的健康状况至关重要。

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