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September 5, 2025International Journal for Population Data Science0 citationsOpen Access

Educational attainment trajectories among female offenders: An administrative data linkage study.

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CCClaire D. ColesHDHannah DicksonNBNigel Blackwood

Key Points

  • Findings reveal distinct educational attainment trajectories among females based on offender status and re-offending patterns.
  • Key stages of academic performance were analyzed, showing significant differences between female offenders and non-offenders.
  • The study utilized linear mixed models to assess changes in educational attainment affected by gender and re-offending trajectory membership.
  • These insights highlight potential for targeted interventions in the educational and criminal justice systems to support at-risk females.

Abstract

ObjectivesFemale offending carries significant social and economic costs, which could be mitigated by early interventions prior to offending onset. Educational attainment has been associated with offending however, limited research investigates changes in educational attainment and how these correspond to patterns of re-offending across the lifespan in females. MethodsWe investigated this using UK administrative data from the linked Police National Computer and National Pupil Database. Educational attainment scores were available at Key Stage 1 (5-7 years), Key Stage 2 (7-11 years), and Key Stage 4 (14-16 years). Scores were standardised according to average attainment at each academic year. Linear mixed models were used to investigate how educational attainment trajectories were impacted by (1) gender, (2) offender status (offender/non-offender females-only), and (3) re-offending trajectory membership (females-only). Analyses controlled for Ethnicity and free school meal eligibility. ResultsIn my talk, I will share findings on the differences in educational attainment trajectories from Key Stages 1 to 4 between males and females, female offenders and non-offenders, and amongst females following distinct trajectories of re-offending. ConclusionFindings may inform education and criminal justice system responses to youth offending behaviour in females. If females following distinct re-offending trajectories show distinct patterns of educational attainment, we may be able to identify at-risk students who are in need of additional support or interventions.

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Cite This Study

Coles et al. (2025) studied this question.

synapsesocial.com/papers/68bb3ef72b87ece8dc957803https://doi.org/10.23889/ijpds.v10i3.3019
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Educational Attainment and Criminal Justice: A Nationwide Cohort Study of 4.3 Million Young People2026
  2. 2Female Offending Trajectories: A Systematic Review2026 · 3 citations
  3. 3Trajectories of offending: An administrative data linkage study in England and Wales2026
  4. 4Offending Trajectories in an Australian Birth Cohort: Differences and Similarities Across Sex2024 · 6 citations
  5. 5Educational predictors of violent recidivism following release from prison: An administrative data study.2025