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Ofsted reports shed new light on inequality in science education

  • 21st Sep 2026
  • Jenni French

Ofsted reports shed new light on inequality in science education
New analysis commissioned by Gatsby and carried out by SchoolDash has examined more than 30,000 secondary school Ofsted reports to explore what inspectors say about science teaching, staffing, curriculum, practical work and assessment.

The analysis uses AI to examine more than 25 years of Ofsted reports at scale, allowing recurring themes and differences between schools to be identified across a large body of qualitative evidence.

The findings reinforce patterns already seen in other data. In schools serving more disadvantaged and lower-attaining pupils, Ofsted comments about science teaching and staffing were less positive. This is consistent with wider evidence showing that these schools are more likely to struggle to recruit specialist teachers and more likely to rely on teachers working outside their main subject specialism.

The analysis also highlights pressures that can affect science provision, including curriculum planning, teaching time, timetabling, shortages of specialist teachers, particularly in physics, and problems with laboratories, equipment and technician support.

Looking across more than 25 years of reports also shows how Ofsted’s focus has changed. Teaching, staffing and curriculum have remained regular themes, while practical science, laboratories and safety were mentioned much more often in the early 2000s than they are now. Comments about practical science have also become less positive over time. Changes to inspection frameworks, as well as changes to the science curriculum and qualifications, may have influenced these trends.

There are limits to what can be concluded from the analysis. Ofsted reports were not written to compare the quality of science between schools, and inspection frameworks have changed over time. The findings also cannot show whether schools serving poorer communities are providing weaker science education or whether inspectors assess them differently.

Jenni French, Head of STEM in Schools at Gatsby, said:

“National teacher numbers only tell part of the story. Schools serving disadvantaged communities are more likely to struggle to recruit specialist science teachers, and this analysis of Ofsted reports shows that differences in staffing and the quality of science teaching are evident in what’s happening in classrooms.

“We need to focus not only on recruiting more teachers, but also on making sure specialist expertise reaches the schools and pupils who need it most.”
The analysis also shows how new tools can help make better use of evidence that already exists, adding useful detail to what workforce, attainment and participation data already tell us.”

Read the full analysis by Timo Hannay on the SchoolDash website

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