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评估英格兰专科家访对虐待行为的影响:一项将公共卫生试验数据与常规健康和社会护理数据进行关联的可行性研究。

Assessing the impact of specialist home visiting upon maltreatment in England: a feasibility study of data linkage from a public health trial to routine health and social care data.

作者信息

Lugg-Widger Fiona, Cannings-John Rebecca, Angel Lianna, Moody Gwenllian, Segrott Jeremy, Kenkre Joyce, Robling Michael

机构信息

1Centre for Trials Research, Cardiff University, Neuadd Meirionnydd, Heath Park, Cardiff, CF14 4YS UK.

2DECIPHer Centre, Cardiff University, Cardiff, UK.

出版信息

Pilot Feasibility Stud. 2018 Jun 28;4:98. doi: 10.1186/s40814-018-0294-4. eCollection 2018.

Abstract

BACKGROUND

Follow-up for public health trials may benefit from greater use of routine data. Our trial of a home-visiting intervention for first-time teenage mothers assessed outcomes to the child's second birthday. To examine its medium-term impact, particularly upon maltreatment outcomes, we designed a study using routine records.

METHODS

We aimed to establish the feasibility of our study design, which combines trial data with routine health, social care and education data using a dissent-based linkage model. Trial participant identifiers were linked to routine health, social care and education data if women did not dissent. Data were forwarded to a safe haven and further linked to de-identified trial outcome data. The feasibility study aimed first to establish the acceptability of data linkage through a discussion group of young mothers and by levels of dissent received by the research team. Second, we assessed levels of accurate linkage to both health (via NHS Digital) and education and social care (both via National Pupil Database, NPD). Third, we assessed the availability of data and levels of missingness for key outcomes received for a sample of target study years.

RESULTS

Of 1545 mother-child dyads contacted, eight women opted out. The engagement exercise with stakeholders found support for the principle of data linkage, including in the context of maltreatment. Some contributors preferred opt-in consent. Most (99.9%) health records were matched on either three or all four identifiers. Fifty participants were not matched to any health data. Primary outcome data from NPD are derived from any one of three fields, all of which were satisfactorily returned and provided an indication of cases for analysis. Missing data for secondary outcomes varied from 0% (Child looked after status) to 70% (Anatomical Area A&E diagnosis) however when combined with other variables the levels of missingness for outcome decrease.

CONCLUSIONS

Through study set-up and in this pilot, we provide evidence that the main study is feasible, satisfies governance requirements and is likely to generate data of sufficient quality to address our main research questions. Observed levels of missingness or low event rates are likely to affect some secondary analysis (e.g. state transition modelling) although overall were satisfactory.

摘要

背景

公共卫生试验的随访可能会因更多地使用常规数据而受益。我们针对首次生育的青少年母亲进行的家访干预试验评估了儿童两岁生日时的结果。为了研究其中期影响,特别是对虐待结果的影响,我们设计了一项使用常规记录的研究。

方法

我们旨在确定研究设计的可行性,该设计使用基于异议的链接模型将试验数据与常规健康、社会护理和教育数据相结合。如果女性不提出异议,试验参与者标识符将与常规健康、社会护理和教育数据相链接。数据被转发到一个安全的地方,并进一步与去识别化的试验结果数据相链接。可行性研究首先旨在通过年轻母亲讨论组以及研究团队收到的异议水平来确定数据链接的可接受性。其次我们评估了与健康(通过英国国家医疗服务体系数字化部门)以及教育和社会护理(均通过全国学生数据库,NPD)的准确链接水平。第三,我们评估了目标研究年份样本中关键结果的数据可用性和缺失水平。

结果

在联系的1545对母婴中,有8名女性选择退出。与利益相关者的参与活动发现对数据链接原则的支持,包括在虐待背景下。一些参与者更喜欢选择加入同意。大多数(99.9%)健康记录在三个或所有四个标识符上匹配。50名参与者未与任何健康数据匹配。NPD的主要结果数据来自三个字段中的任何一个,所有这些字段都得到了令人满意的返回,并为分析提供了病例指示。次要结果的缺失数据从0%(儿童照料状态)到70%(解剖区域急诊诊断)不等,然而当与其他变量结合时,结果的缺失水平会降低。

结论

通过研究设置和本次试点,我们提供了证据表明主要研究是可行的,满足管理要求,并且可能产生足够质量的数据来解决我们的主要研究问题。观察到的缺失水平或低事件发生率可能会影响一些次要分析(例如状态转换建模),尽管总体上是令人满意的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/516b/6022436/30bf87f4af30/40814_2018_294_Fig1_HTML.jpg

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