MétaCan
Menu
Back to cohort
Record W7112793979

An evidence-based approach to creating a culture of inclusive opportunity through arts and creativity

2025· other· en· W7112793979 on OpenAlexfundno aff

Bibliographic record

VenueLancaster EPrints (Lancaster University) · 2025
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
FundersNewcastle UniversityUniversity of WinchesterBath Spa UniversityTeesside UniversityDurham UniversityYork UniversityUniversity of BradfordEdge Hill UniversityUniversity of LeedsOhio State University
KeywordsCreativityDisadvantagedThe artsCurriculumAttendanceValue (mathematics)Neglect
DOInot available

Abstract

fetched live from OpenAlex

The twelfth and final report in a year-long series – produced jointly by Child of the North and the Centre for Young Lives – that seeks to deliver a country that works for all children and young people, warns the talents of millions of children are being ignored and wasted, and calls for creativity to be embedded into an inclusive school curriculum supporting all children – including those with SEND – to develop a new generation of creatives to boost economic growth. The report, An evidence-based approach to creating a culture of inclusive opportunity through arts and creativity, calls for the Government’s Opportunity Mission to boost culture, creativity, and arts in schools to inspire children, improve mental health, strengthen school belonging, tackle the school attendance and attainment crises, and support children from the most disadvantaged backgrounds to build careers in the creative industries. It says the success of the UK’s cultural and creative industries is now seriously imperiled by this neglect and warns that the educational pipeline that supplied the infrastructure for professional music careers is severely restricted. The report calls for a cultural shift to create an inclusive education system with creativity at its heart. It argues schools should not merely be places of ‘reading, writing and maths’ but places where young people can express themselves, explore diverse identities, and develop the critical thinking skills needed to thrive. It also argues that the evidence shows that schools which value inclusivity and belonging have a better understanding of their students, particularly those from minority backgrounds and those with SEND, leading to increased sense of school belonging and helping to tackle the current school attendance crisis. The report includes new analysis showing the importance of an inclusive education system, revealing that children are over three times more likely to become Not in Education, Employment or Training (NEET) at 16-18 years when they disengage from the education system and are persistently absent from the classroom. A third (34%) of persistently absent children were identified as NEET, compared to just 9% of children who did not have such attendance issues. Previous reports have shown that unsupported Special Education Needs are likewise a major risk factor for children becoming NEET. This new analysis also shows that pupils attending faith schools, which often show increased ratings of a sense of belonging, have a 20% lower rate of NEET compared to pupils from non-faith schools. The report makes a series of recommendations to the Government in three key policy areas: Cultivating creativity and critical thinking through inclusive education; Increasing arts investment to create an inclusive education system; and Enriching education by connecting schools to cultural institutions. The proposals include: Calling on the Government to meet its manifesto pledge to support the study of creative and vocational subjects in school, alongside embedding teaching for creativity into the curriculum and ensuring Ofsted inspections reflect the importance of creativity and the arts to attainment and inclusion. Setting up an £150m ‘Arts Premium Fund’ to develop the existing primary school workforce and train the next generation of teachers to provide arts learning. Putting creativity and the expressive arts at the heart of the primary school curriculum, with every primary school a ‘singing school’ where children should feel free to sing, make music, paint, draw, create, play, and act. Doubling the early years premium and directing these funds towards developing the foundational skills needed within primary school and society. Introducing a ‘Cultural Enrichment Fund’ to encourage partnerships with local cultural institutions, enabling schools to host artist-led workshops, theatre productions, or music classes and thereby enrich the experiences of all their students. Developing educational partnerships with cultural institutions such as museums, theatres, and music academies to offer alternative routes to engaging students who may not thrive in conventional academic environments (e.g., those with SEND), and prioritising partnerships with schools in socioeconomically disadvantaged or rural regions.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.541
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.063
GPT teacher head0.295
Teacher spread0.233 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueLancaster EPrints (Lancaster University)French-language works237,207