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编码员能否从儿童福利管理数据和案例叙述中提取儿童虐待变量,以便在加拿大进行公共卫生监测?

Can coders abstract child maltreatment variables from child welfare administrative data and case narratives for public health surveillance in Canada?

机构信息

Public Health Agency of Canada, 785 Carling Ave, AL 6807B, Ottawa, ON, K1A 0K9, Canada.

Public Health Agency of Canada, 785 Carling Ave, AL 6807B, Ottawa, ON, K1A 0K9, Canada.

出版信息

Child Abuse Negl. 2019 Jun;92:77-84. doi: 10.1016/j.chiabu.2019.03.020. Epub 2019 Mar 29.

DOI:10.1016/j.chiabu.2019.03.020
PMID:30933833
Abstract

BACKGROUND

Public health surveillance is essential to inform programs that aim to eradicate child maltreatment (CM) and to provide services to children and families. However, collection of CM data imposes a burden on child welfare workers (CWWs). This study assesses the feasibility of hiring coders to abstract the required information from administrative records and case narratives.

METHODS

Based on a convenience sample of child welfare data from Manitoba, Canada, two coders abstracted information on 181 alleged CM cases. The coders completed a short web-based questionnaire for each case to identify which of five types of CM had been investigated, level of substantiation for each type, and risk of future CM. The CWWs responsible for each case completed the same questionnaire. Percentages of the occurrence of CM by the three sources were compared. The validity of the coders' classifications was assessed by calculating sensitivity, specificity, and positive and negative predictive values, against the CWWs' classifications as the "gold standard." Cohen's kappa was also calculated.

RESULTS

The coders' classifications of physical abuse, sexual abuse and neglect generally matched those of CWWs; for exposure to intimate partner violence, agreement was weak for one coder. Coding of emotional maltreatment and risk investigations could not be evaluated.

CONCLUSION

Results were promising. Abstraction was not time-consuming. Differences between coders and CWWs can be largely explained by the administrative data system, child welfare practice, and legislation. Further investigation is required to determine if additional training could improve coders' classifications of CM.

摘要

背景

公共卫生监测对于为旨在消除儿童虐待(CM)的项目提供信息以及为儿童和家庭提供服务至关重要。然而,CM 数据的收集给儿童福利工作者(CWW)带来了负担。本研究评估了聘请编码员从行政记录和案例叙述中提取所需信息的可行性。

方法

基于来自加拿大马尼托巴省的儿童福利数据的便利样本,两名编码员对 181 起涉嫌 CM 的案件进行了信息提取。编码员为每个案件完成了一个简短的网络问卷,以确定已调查了五种 CM 类型中的哪一种、每种类型的证实程度以及未来发生 CM 的风险。负责每个案件的 CWW 也完成了相同的问卷。比较了三种来源的 CM 发生率。通过计算敏感性、特异性、阳性和阴性预测值,并与 CWW 的分类作为“金标准”进行比较,评估了编码员分类的有效性。还计算了 Cohen's kappa。

结果

编码员对身体虐待、性虐待和忽视的分类通常与 CWW 的分类相符;对于亲密伴侣暴力的暴露,一名编码员的一致性较弱。情感虐待和风险调查的编码无法评估。

结论

结果很有希望。抽象并不耗时。编码员和 CWW 之间的差异主要可以用行政数据系统、儿童福利实践和立法来解释。需要进一步调查以确定是否可以通过额外的培训来提高编码员对 CM 的分类。

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