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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">IJPDS</journal-id>
<journal-title-group>
<journal-title>International Journal of Population Data Science</journal-title>
<abbrev-journal-title>IJPDS</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2399-4908</issn>
<publisher>
<publisher-name>Swansea University</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.23889/ijpds.v11i5.3628</article-id>
<article-id pub-id-type="publisher-id">11:5:3628</article-id>
<article-id pub-id-type="pii">S2399490821036284</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Population Data Science</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Educational Outcomes for Children in Intergenerational Households with Substance Misuse: A National Data Linkage Study in Wales, UK</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author"><name><surname>Farr</surname><given-names initials="I">Ian</given-names></name><xref ref-type="aff" rid="affil-1"><sup>1</sup></xref></contrib>
<contrib contrib-type="author"><name><surname>Turner Evans</surname><given-names initials="H">Hywel</given-names></name><xref ref-type="aff" rid="affil-2"><sup>2</sup></xref></contrib>
<contrib contrib-type="author"><name><surname>Bailey</surname><given-names initials="G">Grace</given-names></name><xref ref-type="aff" rid="affil-2"><sup>2</sup></xref></contrib>
<contrib contrib-type="author"><name><surname>Davies</surname><given-names initials="G">Gareth</given-names></name><xref ref-type="aff" rid="affil-2"><sup>2</sup></xref></contrib>
<contrib contrib-type="author"><name><surname>James</surname><given-names initials="D">Delyth</given-names></name><xref ref-type="aff" rid="affil-3"><sup>3</sup></xref></contrib>
<contrib contrib-type="author"><name><surname>Smith</surname><given-names initials="J">Josie</given-names></name><xref ref-type="aff" rid="affil-4"><sup>4</sup></xref></contrib>
<aff id="affil-1"><label>1</label><institution>Swansea University, Swansea, United Kingdom; Lancashire Teaching Hospitals Trust, Preston, United Kingdom</institution></aff>
<aff id="affil-2"><label>2</label><institution>Swansea University, Swansea, United Kingdom</institution></aff>
<aff id="affil-3"><label>3</label><institution>Welsh Government, Cardiff, United Kingdom</institution></aff>
<aff id="affil-4"><label>4</label><institution>Public Health Wales, Cardiff, United Kingdom</institution></aff>
</contrib-group>
<pub-date date-type="pub" publication-format="electronic"><day></day><month></month><year></year></pub-date>
<pub-date date-type="collection" publication-format="electronic"><year></year></pub-date>
<volume>11</volume>
<issue>5</issue>
<elocation-id>3628</elocation-id>
<permissions>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/">
<license-p>This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.</license-p>
</license>
</permissions>
<self-uri xlink:href="https://ijpds.org/article/view/3628">This article is available from the IJPDS website at: https://ijpds.org/article/view/3628</self-uri>
<abstract>
<sec>
<title>Background</title>
<p>Parental substance misuse is a known risk factor for adverse child outcomes, yet large-scale UK evidence linking household misuse across health and justice systems to education remains limited. This study leverages whole-population linked administrative data in Wales to address this gap, operationalising policy commitments for earlier intervention.</p>
</sec>
<sec>
<title>Methods</title>
<p>This retrospective electronic cohort study utilised the Secure Anonymised Information Linkage (SAIL) Databank. The cohort included children aged 11–15. A novel linkage combined Magistrates Court data with health records to define household substance misuse (SMHH). Children were categorised by the adult’s misuse source: health only (SMHH-H), justice only (SMHH-J), or both (SMHH-HJ). Multilevel models analysed associations with school attendance and exclusions, adjusting for deprivation and Special Educational Needs (SEN).</p>
</sec>
<sec>
<title>Results</title>
<p>Exposure to household substance misuse was significantly associated with reduced attendance and increased exclusion odds. A clear risk gradient emerged: children in the SMHH-HJ group (misuse identified in both health and justice systems) experienced the poorest educational outcomes: highest likelihood of exclusion, lower attendance rates. These associations remained significant after adjusting for SEN and mental health, with effects compounded by socioeconomic deprivation.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Household substance misuse, particularly when interacting with the justice system, is a critical marker for educational disengagement. By linking cross-sectoral data at a population scale, this study highlights the necessity of integrated preventative strategies across health, justice, and education to break cycles of disadvantage.</p>
</sec>
</abstract>
</article-meta>
</front>
</article>