The paths to enrichment

  • School clubs and societies vary widely in type and scope, with Duke of Edinburgh (DofE), football, reading, drama and art being the most common.
  • Based on our taxonomy of 75 club types, a median of 13 and a mean of just over 15 different kinds of club were offered per school. But this varied greatly by school type, with large, urban schools, and those with low deprivation, high attainment and/or high Ofsted ratings tending to offer more.
  • There were also disparities in the types of clubs provided. For example, specialist biology, chemistry or physics clubs (but not general science clubs) were more common in schools with lower deprivation, higher attainment and better Ofsted ratings. Maths, computing and STEM clubs also shared some of these trends.
  • The analysis revealed regional preferences too, from cycling clubs in the North East to rugby in the South West.
  • Among schools with high deprivation, breakfast clubs were the most over-represented (while also being a rather different kind of 'club') and Duke of Edinburgh awards were the most under-represented.
  • Many other trends were apparent. For example, schools with high proportions of ethnic-minority or EAL pupils were more likely to provide debating and university-entrance clubs, but less likely to provide rugby or role-playing games. Rural schools were more likely to offer DofE, but less likely to offer basketball. Catholic schools had many more activities concerned with faith or singing, but very few of them had an LGBTQ+ society.

Figure 1: Prevalence of secondary school clubs by type
Note: From a sample of 2,945 mainstream state secondary schools for which website data could be collated.
Sources: School websites; SchoolDash analysis.
Figure 2: Number of clubs by secondary school type
Notes: From a sample of 2,945 mainstream state secondary schools for which website data could be collated. School deprivation figures based on pupils' eligibility for free school meals, with bands defined by the DfE: low means less than 20%, high means more than 35%. Local deprivation figures based on the mean IDACI of postcodes within a 4km radius of each school, with schools then divided into three roughly equally sized groups. A small proportion of low-attainers means less than 12% and a high proportion means more than 18%, as reported by the DfE. Low Key Stage 4 attainment means an Attainment 8 score of less than 43.1 and high attainment means a score of more than 49.1. Because Ofsted no longer issues overall ratings, we used 'personal development' (for those inspected under the previous framework) or 'personal development and wellbeing' (for those inspected under the current framework); to make these comparable we also mapped new grades to old ones when assigning schools to Ofsted groups: 'Exceptional' → 'Outstanding', 'Strong standard' → 'Good', 'Expected standard' → 'Good', 'Needs attention' → 'Requires Improvement' and 'Urgent improvement' → 'Inadequate'. A low proportion of ethnic-minority pupils means 10% or less, while a high proportion means more than 50%. A low proportion of EAL pupils means less than 4% and a high proportion means more than 15%. Small schools have fewer than 700 pupils, large ones have more than 1,200. Small MATs are those with 10 or fewer schools. Urban, suburban and rural groups use ONS rural-urban categories applied to school postcodes. Coastal schools are those located 5km or less from the shoreline.
Sources: School websites; SchoolDash analysis.
Figure 3: Prevalence of clubs by secondary school type
Note: From a sample of 2,945 mainstream state secondary schools for which website data could be collated.
For school type definitions, see the notes to Figure 2.
Sources: School websites; SchoolDash analysis.
Figure 4: Relative prevalence of secondary school clubs by school type
Note: From a sample of 2,945 mainstream state secondary schools for which website data could be collated.
For school type definitions, see the notes to Figure 2.
Sources: School websites; SchoolDash analysis.
Figure 5: Prevalence of secondary school clubs by type
Notes: Dot sizes correspond to the proportion of school websites mentioning that club.
Sources: School websites; SchoolDash analysis.
  1. In short, we obtained the 'embeddings' for each file using OpenAI's text-embedding-3-small model and compared these to the average embedding of a manually curated training set of about 100 web pages containing information on school clubs, societies and other extracurricular activities. Files with a 'dot product', or similarity score, of 0.8 or higher were included in the further analysis.
 
 

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