Policy domain

Education & skills

From schools to adult retraining and workplace upskilling — programmes often launch on pilot evidence. DDPP proofs uptake, progression and labour-market returns once systems have stabilised, with forums capturing access barriers statistics undercount.

Typical interventions

Skills bootcamps, adult education budgets, employer training levies, careers hubs, place-based skills pipelines.

Official data

DfE, IfATE, LEO outcomes, DWP employment flows, Census qualifications, local skills reports.

Bedding-in horizon

12–36 months for uptake; 24–60 months for earnings and employment progression.

Health proof questions

  • Did economic inactivity or long-term sickness fall among cohorts targeted for retraining?
  • Are wellbeing or primary-care utilisation patterns consistent with changed employment?
  • Did time poverty or caring burdens limit participation — visible in forums but not admin data?

Equity proof questions

  • Who completed programmes — by area deprivation, ethnicity, disability and age?
  • Did transport and childcare barriers skew uptake toward already advantaged residents?
  • Did workplace skills reach SMEs and precarious workers, or only large employers?