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New Methods to Address Old Challenges: The Use of Administrative Data for Longitudinal Replication Studies of Child Maltreatment.应对旧挑战的新方法:利用行政数据进行儿童虐待纵向复制研究
Int J Environ Res Public Health. 2017 Sep 15;14(9):1066. doi: 10.3390/ijerph14091066.
2
Administrative data linkage as a tool for child maltreatment research.行政数据链接作为儿童虐待研究的工具。
Child Abuse Negl. 2013 Feb-Mar;37(2-3):120-4. doi: 10.1016/j.chiabu.2012.09.013. Epub 2012 Dec 20.
3
Leveraging Administrative Data to Better Understand and Address Child Maltreatment: A Scoping Review of Data Linkage Studies.利用行政数据更好地了解和解决儿童虐待问题:数据链接研究的范围综述。
Child Maltreat. 2023 Feb;28(1):176-195. doi: 10.1177/10775595221079308. Epub 2022 Mar 3.
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Prev Sci. 2016 Apr;17(3):410-6. doi: 10.1007/s11121-016-0631-x.
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Child Abuse Negl. 2018 Nov;85:187-201. doi: 10.1016/j.chiabu.2018.01.014. Epub 2018 Feb 1.

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Childhood adversity, emergent psychopathology, and adolescent-to-parent violence: Process mining trajectories from police and health service administrative data.童年逆境、新发精神病理学与青少年对父母的暴力行为:基于警方和卫生服务管理数据的过程挖掘轨迹
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Leveraging Administrative Data to Better Understand and Address Child Maltreatment: A Scoping Review of Data Linkage Studies.利用行政数据更好地了解和解决儿童虐待问题:数据链接研究的范围综述。
Child Maltreat. 2023 Feb;28(1):176-195. doi: 10.1177/10775595221079308. Epub 2022 Mar 3.
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PLoS One. 2021 Mar 24;16(3):e0249088. doi: 10.1371/journal.pone.0249088. eCollection 2021.

本文引用的文献

1
Transitions and turning points revisited: A replication to explore child maltreatment and youth offending links within and across Australian cohorts.重新审视转变和转折点:一项在澳大利亚队列内和队列间探索虐待儿童与青年犯罪关联的复制研究。
Child Abuse Negl. 2017 Mar;65:24-36. doi: 10.1016/j.chiabu.2017.01.002. Epub 2017 Jan 18.
2
Intergenerational transmission of child abuse and neglect: Do maltreatment type, perpetrator, and substantiation status matter?代际传递的儿童虐待和忽视:虐待类型、施虐者和证实状况重要吗?
Child Abuse Negl. 2017 Jan;63:84-94. doi: 10.1016/j.chiabu.2016.11.021. Epub 2016 Nov 30.
3
The role of administrative data in the big data revolution in social science research.行政数据在社会科学研究大数据革命中的作用。
Soc Sci Res. 2016 Sep;59:1-12. doi: 10.1016/j.ssresearch.2016.04.015. Epub 2016 Apr 14.
4
Experience by children and adolescents of more than one type of maltreatment: Association of different classes of maltreatment profiles with clinical outcome variables.儿童和青少年遭受不止一种类型虐待的经历:不同类别虐待模式与临床结局变量的关联。
Child Abuse Negl. 2016 Jul;57:1-11. doi: 10.1016/j.chiabu.2016.05.001. Epub 2016 May 30.
5
It's not as simple as it sounds: Problems and solutions in accessing and using administrative child welfare data for evaluating the impact of early childhood interventions.这并非听起来那么简单:获取和使用儿童福利管理数据以评估幼儿期干预措施影响时存在的问题与解决办法。
Child Youth Serv Rev. 2015 Oct;57:40-49. doi: 10.1016/j.childyouth.2015.07.015.
6
Culture and context in understanding child maltreatment: Contributions of intersectionality and neighborhood-based research.理解儿童虐待中的文化与背景:交叉性和基于社区研究的贡献
Child Abuse Negl. 2015 Mar;41:40-8. doi: 10.1016/j.chiabu.2014.10.021. Epub 2014 Nov 15.
7
Administrative data linkage as a tool for child maltreatment research.行政数据链接作为儿童虐待研究的工具。
Child Abuse Negl. 2013 Feb-Mar;37(2-3):120-4. doi: 10.1016/j.chiabu.2012.09.013. Epub 2012 Dec 20.
8
Intergenerational continuity in maltreatment.代际虐待的连续性。
J Abnorm Child Psychol. 2013 May;41(4):555-69. doi: 10.1007/s10802-012-9697-5.
9
Assessing a child's experience of multiple maltreatment types: Some unfinished business.评估儿童遭受多种虐待类型的经历:一些未竟之事。
J Fam Violence. 2009 Oct 1;24(7):485. doi: 10.1007/s10896-009-9247-2.
10
Multisector longitudinal administrative databases: an indispensable tool for evidence-based policy for maltreated children and their families.多部门纵向行政数据库:为受虐待儿童及其家庭制定循证政策的不可或缺工具。
Child Maltreat. 2008 Nov;13(4):392-9. doi: 10.1177/1077559508320058. Epub 2008 Jul 1.

应对旧挑战的新方法:利用行政数据进行儿童虐待纵向复制研究

New Methods to Address Old Challenges: The Use of Administrative Data for Longitudinal Replication Studies of Child Maltreatment.

作者信息

Hurren Emily, Stewart Anna, Dennison Susan

机构信息

School of Criminology and Criminal Justice, Griffith Criminology Institute, Griffith University, Mt Gravatt, 4122, Australia.

出版信息

Int J Environ Res Public Health. 2017 Sep 15;14(9):1066. doi: 10.3390/ijerph14091066.

DOI:10.3390/ijerph14091066
PMID:28914775
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5615603/
Abstract

Administrative data are crucial to the "big data" revolution of social science and have played an important role in the development of child maltreatment research. These data are also of value to administrators, policy makers, and clinicians. The focus of this paper is the use of administrative data to produce and replicate longitudinal studies of child maltreatment. Child protection administrative data have several advantages. They are often population-based, and allow longitudinal examination of child maltreatment and complex multi-level analyses. They also allow comparison across subgroups and minority groups, remove burden from individuals to disclose traumatic experiences, and can be less biased than retrospective recall. Finally, they can be linked to data from other agencies to explore comorbidity and outcomes, and are comparatively cost and time effective. The benefits and challenges associated with the use of administrative data for longitudinal child maltreatment research become magnified when these data are used to produce replications. Techniques to address challenges and support future replication efforts include developing a biographical understanding of the systems from which the data are drawn, using multiple data sources to contextualize the data and research results, recognizing and adopting various approaches to replication, and documenting all data coding and manipulation processes. These techniques are illustrated in this paper via a case study of previous replication work.

摘要

行政数据对于社会科学的“大数据”革命至关重要,并且在儿童虐待研究的发展中发挥了重要作用。这些数据对管理人员、政策制定者和临床医生也具有价值。本文的重点是利用行政数据开展和复制儿童虐待的纵向研究。儿童保护行政数据有几个优点。它们通常基于人群,允许对儿童虐待进行纵向检查和复杂的多层次分析。它们还允许对亚组和少数群体进行比较,减轻个人披露创伤经历的负担,并且可能比回顾性回忆的偏差更小。最后,它们可以与其他机构的数据相链接,以探索共病情况和结果,并且相对具有成本效益和时间效益。当这些数据用于进行复制时,与使用行政数据开展儿童虐待纵向研究相关的益处和挑战就会放大。应对挑战并支持未来复制工作的技术包括对数据来源系统形成传记式理解,使用多个数据源将数据和研究结果置于背景中,认识并采用各种复制方法,以及记录所有数据编码和处理过程。本文通过一个先前复制工作的案例研究来说明这些技术。