Data Investigations

Unvarnished Exclusion Reports

Systemic exclusion patterns and regional inclusion disparities exposed through independent analysis of official DfE statistics. For policymakers and journalists.

Key Themes

Deep Dive into Systemic Exclusion

Alternative Provision

Referral Rates & Outcomes

Examining the rising trend of alternative provision referrals and their long-term impact on student pathways, disaggregated by region and demographic.

Persistent Absence

Seasonal Spikes & Triggers

Investigating the cyclical nature of absence spikes, identifying key triggers, and mapping regional vulnerabilities to persistent non-attendance.

Informal Exclusion

Unaccounted Disadvantage

Shedding light on the grey areas of informal exclusions, where students are removed from school rolls without official record, disproportionately affecting vulnerable groups.

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