Research using population-based administration data integrated with longitudinal data in child protection settings: A systematic review
Introduction: Over the past decade there has been a marked growth in the use of linked population administrative data for child protection research. This is the first systematic review of studies to report on research design and statistical methods used where population-based administrative data is...
| Main Authors: | , , , , , |
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| Format: | Journal Article |
| Language: | English |
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PUBLIC LIBRARY SCIENCE
2021
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| Online Access: | http://hdl.handle.net/20.500.11937/86650 |
| _version_ | 1848764851558547456 |
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| author | Chikwava, Fadzai Cordier, Reinie Ferrante, Anna O'Donnell, M. Speyer, Renee Parsons, Lauren |
| author_facet | Chikwava, Fadzai Cordier, Reinie Ferrante, Anna O'Donnell, M. Speyer, Renee Parsons, Lauren |
| author_sort | Chikwava, Fadzai |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Introduction: Over the past decade there has been a marked growth in the use of linked population administrative data for child protection research. This is the first systematic review of studies to report on research design and statistical methods used where population-based administrative data is integrated with longitudinal data in child protection settings.
Methods: The systematic review was conducted according to Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) statement. The electronic databases Medline (Ovid), PsycINFO, Embase, ERIC, and CINAHL were systematically searched in November 2019 to identify all the relevant studies. The protocol for this review was registered and published with Open Science Framework (Registration DOI: 10.17605/OSF.IO/96PX8)
Results: The review identified 30 studies reporting on child maltreatment, mental health, drug and alcohol abuse and education. The quality of almost all studies was strong, however the studies rated poorly on the reporting of data linkage methods. The statistical analysis methods described failed to take into account mediating factors which may have an indirect effect on the outcomes of interest and there was lack of utilisation of multi-level analysis.
Conclusion: We recommend reporting of data linkage processes through following recommended and standardised data linkage processes, which can be achieved through greater co-ordination among data providers and researchers. |
| first_indexed | 2025-11-14T11:25:55Z |
| format | Journal Article |
| id | curtin-20.500.11937-86650 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T11:25:55Z |
| publishDate | 2021 |
| publisher | PUBLIC LIBRARY SCIENCE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-866502021-12-09T08:11:50Z Research using population-based administration data integrated with longitudinal data in child protection settings: A systematic review Chikwava, Fadzai Cordier, Reinie Ferrante, Anna O'Donnell, M. Speyer, Renee Parsons, Lauren Science & Technology Multidisciplinary Sciences Science & Technology - Other Topics Introduction: Over the past decade there has been a marked growth in the use of linked population administrative data for child protection research. This is the first systematic review of studies to report on research design and statistical methods used where population-based administrative data is integrated with longitudinal data in child protection settings. Methods: The systematic review was conducted according to Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) statement. The electronic databases Medline (Ovid), PsycINFO, Embase, ERIC, and CINAHL were systematically searched in November 2019 to identify all the relevant studies. The protocol for this review was registered and published with Open Science Framework (Registration DOI: 10.17605/OSF.IO/96PX8) Results: The review identified 30 studies reporting on child maltreatment, mental health, drug and alcohol abuse and education. The quality of almost all studies was strong, however the studies rated poorly on the reporting of data linkage methods. The statistical analysis methods described failed to take into account mediating factors which may have an indirect effect on the outcomes of interest and there was lack of utilisation of multi-level analysis. Conclusion: We recommend reporting of data linkage processes through following recommended and standardised data linkage processes, which can be achieved through greater co-ordination among data providers and researchers. 2021 Journal Article http://hdl.handle.net/20.500.11937/86650 10.1371/journal.pone.0249088 English http://creativecommons.org/licenses/by/4.0/ PUBLIC LIBRARY SCIENCE fulltext |
| spellingShingle | Science & Technology Multidisciplinary Sciences Science & Technology - Other Topics Chikwava, Fadzai Cordier, Reinie Ferrante, Anna O'Donnell, M. Speyer, Renee Parsons, Lauren Research using population-based administration data integrated with longitudinal data in child protection settings: A systematic review |
| title | Research using population-based administration data integrated with longitudinal data in child protection settings: A systematic review |
| title_full | Research using population-based administration data integrated with longitudinal data in child protection settings: A systematic review |
| title_fullStr | Research using population-based administration data integrated with longitudinal data in child protection settings: A systematic review |
| title_full_unstemmed | Research using population-based administration data integrated with longitudinal data in child protection settings: A systematic review |
| title_short | Research using population-based administration data integrated with longitudinal data in child protection settings: A systematic review |
| title_sort | research using population-based administration data integrated with longitudinal data in child protection settings: a systematic review |
| topic | Science & Technology Multidisciplinary Sciences Science & Technology - Other Topics |
| url | http://hdl.handle.net/20.500.11937/86650 |