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儿童虐待高风险人群的伤害和死亡率。

Injury and Mortality Among Children Identified as at High Risk of Maltreatment.

机构信息

Centre for Social Data Analytics, Auckland University of Technology, Auckland, New Zealand.

School of Economics, Singapore Management University, Singapore, Singapore.

出版信息

Pediatrics. 2018 Feb;141(2). doi: 10.1542/peds.2017-2882.

Abstract

OBJECTIVES

To determine if children identified by a predictive risk model as at "high risk" of maltreatment are also at elevated risk of injury and mortality in early childhood.

METHODS

We built a model that predicted a child's risk of a substantiated finding of maltreatment by child protective services for children born in New Zealand in 2010. We assigned risk scores to the 2011 birth cohort, and flagged children as "very high risk" if they were in the top 10% of the score distribution for maltreatment. We also set a less conservative threshold for defining "high risk" and examined children in the top 20%. We then compared the incidence of injury and mortality rates between very high-risk and high-risk children and the remainder of the birth cohort.

RESULTS

Children flagged at both 10% and 20% risk thresholds had much higher postneonatal mortality rates than other children (4.8 times and 4.2 times greater, respectively), as well as a greater relative risk of hospitalization (2 times higher and 1.8 times higher, respectively).

CONCLUSIONS

Models that predict risk of maltreatment as defined by child protective services substantiation also identify children who are at heightened risk of injury and mortality outcomes. If deployed at birth, these models could help medical providers identify children in families who would benefit from more intensive supports.

摘要

目的

确定通过预测性风险模型识别为“高风险”虐待的儿童是否在儿童早期也存在更高的受伤和死亡风险。

方法

我们建立了一个模型,用于预测新西兰 2010 年出生的儿童因儿童保护服务机构而遭受虐待的实质性发现的风险。我们为 2011 年出生的队列分配了风险评分,如果儿童的虐待风险评分在 10%的最高分布中,我们将其标记为“极高风险”。我们还为定义“高风险”设定了一个不太保守的阈值,并检查了前 20%的儿童。然后,我们比较了极高风险和高风险儿童与出生队列其余部分的受伤发生率和死亡率。

结果

在 10%和 20%风险阈值上标记的儿童的新生儿后期死亡率均远高于其他儿童(分别为 4.8 倍和 4.2 倍),住院的相对风险也更高(分别为 2 倍和 1.8 倍)。

结论

预测儿童保护服务机构确认的虐待风险的模型也可以识别出受伤和死亡风险增加的儿童。如果在出生时使用,这些模型可以帮助医疗服务提供者识别出需要更密集支持的家庭中的儿童。

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