In September 2017 the BBC England Shared Data Unit published a story showing that teacher vacancy rates are at their highest in primary schools in the most deprived parts of England. This was the first story to come out of the data arm of the BBC Local News partnership and was picked up by a range of partners and other news outlets including:
- Blackpool Gazette: Blackpool’s schools facing shortage of teachers
- Bournemouth Daily Echo: Bournemouth has "four times more full time vacancies" for secondary school teachers than national average
- Bristol 24/7: ‘FUNDING CUTS ARE THE BIGGEST ISSUE FACING BRISTOL SCHOOLS’
- Carlisle News & Star: Cumbria bucks the trend for teacher recruitment, new data reveals
- Chester-le-Street Advertiser: North councils grapple with teacher staffing 'crisis'
- Derby Telegraph: Half of new teachers likely to quit in five years, according to Derby union
- Get Reading: Schools in Reading struggling to recruit teachers
- Hartlepool Post: Hartlepool bucks national trend for vacant teacher positions
- Huddersfield Daily Examiner: A teacher shortage is hitting Kirklees's secondary schools - here's how
- Lancashire Post: Brain drain puts schools at risk
- Lancashire Telegraph: Number of teacher vacancies drops across Blackburn with Darwen
- The Northern Echo: North councils grapple with teacher staffing 'crisis'
- Sheffield Star: Teacher vacancies on the increase
- Southern Daily Echo: Figures show Southampton was in the top 20 worst performing areas for teacher vacancy rates in secondary schools in November 2016
- South Shields Gazette: Just 0.2% of teaching posts in South Tyneside unfilled
- Sunderland Echo: Less than 1% of Sunderland teaching jobs unfilled
- Wear Valley Advertiser: North councils grapple with teacher staffing 'crisis'
- Worcester News: Worcestershire has been placed in a list of local authorities with the most challenging teacher recruitment problem
- Google sheet: Teacher vacancies
- CSV: Teacher vacancies England - individual schools 2014-16
- CSV: England teacher vacancies by local authority - primary schools
- CSV: England teacher vacancies by local authority - secondary schools
- KML: Local authority geometry (for mapping - unused)
- Methodology and sharing document
- Full Fact, 2016: There's only so much the data can tell us about teacher vacancies
- Multiple bar chart: Teacher vacancy rates and deprivation in England
- Bar chart: Teacher Vacancy Rates in Scotland
- Multiple bar chart: Teacher vacancies advertised in Wales