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Leveraging Administrative Data to Better Understand and Address Child Maltreatment: A Scoping Review of Data Linkage Studies
BACKGROUND: This scoping review aimed to overview studies that used administrative data linkage in the context of child maltreatment to improve our understanding of the value that data linkage may confer for policy, practice, and research. METHODS: We searched MEDLINE, Embase, PsycINFO, CINAHL, and...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9806482/ https://www.ncbi.nlm.nih.gov/pubmed/35240863 http://dx.doi.org/10.1177/10775595221079308 |
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author | Soneson, Emma Das, Shruti Burn, Anne-Marie van Melle, Marije Anderson, Joanna K. Fazel, Mina Fonagy, Peter Ford, Tamsin Gilbert, Ruth Harron, Katie Howarth, Emma Humphrey, Ayla Jones, Peter B. Moore, Anna |
author_facet | Soneson, Emma Das, Shruti Burn, Anne-Marie van Melle, Marije Anderson, Joanna K. Fazel, Mina Fonagy, Peter Ford, Tamsin Gilbert, Ruth Harron, Katie Howarth, Emma Humphrey, Ayla Jones, Peter B. Moore, Anna |
author_sort | Soneson, Emma |
collection | PubMed |
description | BACKGROUND: This scoping review aimed to overview studies that used administrative data linkage in the context of child maltreatment to improve our understanding of the value that data linkage may confer for policy, practice, and research. METHODS: We searched MEDLINE, Embase, PsycINFO, CINAHL, and ERIC electronic databases in June 2019 and May 2020 for studies that linked two or more datasets (at least one of which was administrative in nature) to study child maltreatment. We report findings with numerical and narrative summary. RESULTS: We included 121 studies, mainly from the United States or Australia and published in the past decade. Data came primarily from social services and health sectors, and linkage processes and data quality were often not described in sufficient detail to align with current reporting guidelines. Most studies were descriptive in nature and research questions addressed fell under eight themes: descriptive epidemiology, risk factors, outcomes, intergenerational transmission, predictive modelling, intervention/service evaluation, multi-sector involvement, and methodological considerations/advancements. CONCLUSIONS: Included studies demonstrated the wide variety of ways in which data linkage can contribute to the public health response to child maltreatment. However, how research using linked data can be translated into effective service development and monitoring, or targeting of interventions, is underexplored in terms of privacy protection, ethics and governance, data quality, and evidence of effectiveness. |
format | Online Article Text |
id | pubmed-9806482 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-98064822023-01-03 Leveraging Administrative Data to Better Understand and Address Child Maltreatment: A Scoping Review of Data Linkage Studies Soneson, Emma Das, Shruti Burn, Anne-Marie van Melle, Marije Anderson, Joanna K. Fazel, Mina Fonagy, Peter Ford, Tamsin Gilbert, Ruth Harron, Katie Howarth, Emma Humphrey, Ayla Jones, Peter B. Moore, Anna Child Maltreat Review BACKGROUND: This scoping review aimed to overview studies that used administrative data linkage in the context of child maltreatment to improve our understanding of the value that data linkage may confer for policy, practice, and research. METHODS: We searched MEDLINE, Embase, PsycINFO, CINAHL, and ERIC electronic databases in June 2019 and May 2020 for studies that linked two or more datasets (at least one of which was administrative in nature) to study child maltreatment. We report findings with numerical and narrative summary. RESULTS: We included 121 studies, mainly from the United States or Australia and published in the past decade. Data came primarily from social services and health sectors, and linkage processes and data quality were often not described in sufficient detail to align with current reporting guidelines. Most studies were descriptive in nature and research questions addressed fell under eight themes: descriptive epidemiology, risk factors, outcomes, intergenerational transmission, predictive modelling, intervention/service evaluation, multi-sector involvement, and methodological considerations/advancements. CONCLUSIONS: Included studies demonstrated the wide variety of ways in which data linkage can contribute to the public health response to child maltreatment. However, how research using linked data can be translated into effective service development and monitoring, or targeting of interventions, is underexplored in terms of privacy protection, ethics and governance, data quality, and evidence of effectiveness. SAGE Publications 2022-03-03 2023-02 /pmc/articles/PMC9806482/ /pubmed/35240863 http://dx.doi.org/10.1177/10775595221079308 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Review Soneson, Emma Das, Shruti Burn, Anne-Marie van Melle, Marije Anderson, Joanna K. Fazel, Mina Fonagy, Peter Ford, Tamsin Gilbert, Ruth Harron, Katie Howarth, Emma Humphrey, Ayla Jones, Peter B. Moore, Anna Leveraging Administrative Data to Better Understand and Address Child Maltreatment: A Scoping Review of Data Linkage Studies |
title | Leveraging Administrative Data to Better Understand and Address Child Maltreatment: A Scoping Review of Data Linkage Studies |
title_full | Leveraging Administrative Data to Better Understand and Address Child Maltreatment: A Scoping Review of Data Linkage Studies |
title_fullStr | Leveraging Administrative Data to Better Understand and Address Child Maltreatment: A Scoping Review of Data Linkage Studies |
title_full_unstemmed | Leveraging Administrative Data to Better Understand and Address Child Maltreatment: A Scoping Review of Data Linkage Studies |
title_short | Leveraging Administrative Data to Better Understand and Address Child Maltreatment: A Scoping Review of Data Linkage Studies |
title_sort | leveraging administrative data to better understand and address child maltreatment: a scoping review of data linkage studies |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9806482/ https://www.ncbi.nlm.nih.gov/pubmed/35240863 http://dx.doi.org/10.1177/10775595221079308 |
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