Exploring female participation and performance in computer science in English schools

Researchers: Dr Peter Kemp | Dr Billy Wong

Project overview


The Subject choice, attainment and representation in computing project will explore factors that influence female participation and performance in secondary school level computing education with a particular focus on computer science (CS) exams.

Research into computing education has shown that females are poorly represented in CS qualifications including the recently introduced Computer Science GCSE. Data also shows females underperform compared to male counterparts when attainment in other subjects is taken into account. Nonetheless, the reasons for this phenomenon and its impact on their future academic and career choices remains unclear.

This study will use a mix-methods design including analysis of  the National Pupil Database and School Workforce Census, and  qualitative data collected from school managers, students, and school documentation. The research team will explore factors such as student gender, ethnicity, socioeconomic status, attitudes towards computing, self-efficacy beliefs, teacher qualifications and individual school computing curriculum, school type and geographical location.

The research will be conducted in two strands. Strand 1 will be a statistical analysis of national data on computing education, including student participation, achievement, and school staffing. This information will inform Strand 2 through key metrics and identify case study schools. Strand 2 will comprise of 20 case studies, including schools with ranging levels of female CS participation. Student surveys will provide information about the reasons for subject choices, views on computing in school and digital technology, future study and career aspirations. Qualitative interviews with staff and document analysis will explore school context, views about what can increase female participation and attainment in CS. Participating CS students will be invited to opt in to allowing the researchers to track their future subject choices and outcomes to provide a longitudinal perspective of their trajectories.

This study aims to inform development of policy and education interventions to reduce the participation and attainment gaps between male and female students in computing.

Team


  • Dr Peter Kemp
    King's College London
  • Dr Billy Wong
    University of Reading

  • Emily Tanner
    Programme Head, Post-14 Education and Skills
    Nuffield Foundation

Explore our projects

New

Education | 2025 - 2026

Investigating performance across Key Stage 2 maths topics

View project
Teacher with secondary pupils

Education | 2024 - 2028

Teaching improvement through data and evaluation (TIDE)

View project
New

Welfare | 2024 - 2027

Gypsy, Roma, Traveller Youth: mitigating exclusions using the digital?

View project
New

Education | 2024 - 2026

Long-term outcomes of high-achieving disadvantaged children

View project
New

Education | 2024 - 2026

Exploring academic selection and grammar schools in Northern Ireland

View project

Education | 2024 - 2026

Pupil school mobility: types, pathways and implications for education

View project
Young girl using an iPad at home
New

Education | 2024 - 2024

Early years digital media literacy review

View project
New

Education | 2024 - 2026

Can digital parenting interventions benefit early language development?

View project
Little girls in primary school uniform

Education | 2024 - 2026

Developing a classroom intervention to improve conversation skills

View project
New

Education | 2024 - 2026

Vocabulary for Reading: the power of words

View project
Mother wearing hijab holding her toddler son on her knee, smiling at each other
New

Welfare | 2024 - 2025

Afghan resettlement in England: outcomes and experiences 

View project
New

Education | 2024 - 2026

A feasibility and pilot trial of the Early Years Library

View project
Young girl using an iPad at home
New

Education | 2024 - 2024

Early years digital media literacy review

View project

Education | 2024 - 2026

Pupil school mobility: types, pathways and implications for education

View project
Teacher with secondary pupils

Education | 2024 - 2028

Teaching improvement through data and evaluation (TIDE)

View project
Secondary school music teacher smiles at students working together at a keyboard.
New

Education | 2024 - 2025

Teacher recruitment & retention challenges in England

View project
New

Welfare | 2024 - 2027

Gypsy, Roma, Traveller Youth: mitigating exclusions using the digital?

View project
New

Education | 2024 - 2026

A feasibility and pilot trial of the Early Years Library

View project
New

Education | 2024 - 2026

Can digital parenting interventions benefit early language development?

View project
Mother wearing hijab holding her toddler son on her knee, smiling at each other
New

Welfare | 2024 - 2025

Afghan resettlement in England: outcomes and experiences 

View project
New

Education | 2025 - 2026

Investigating performance across Key Stage 2 maths topics

View project
New

Education | 2024 - 2026

Vocabulary for Reading: the power of words

View project
New

Education | 2024 - 2026

Spending across different stages of education

View project
New

Education | 2024 - 2026

Exploring academic selection and grammar schools in Northern Ireland

View project
In progress

Education | 2023 - 2024

Artificial intelligence and education

View project
Two little boys and a little girl, all wearing primary school uniform, work together to solve a puzzle in their classroom.
In progress

Education | 2023 - 2025

What has ‘Free School Meals’ measured and what are the implications?

View project
Father and daughter having fun at home
In progress

Education | 2023 - 2024

Optimisation and feasibility of Triple P parenting programme for remote delivery

View project
Early years professionals playing with children
In progress

Education | 2022 - 2024

Understanding the take-up of early education entitlements

View project
Primary school children using a microscope during a lesson outside at school
In progress

Education | 2023 - 2025

Purposeful and effective practical work in primary school science

View project
Male and female apprentices looking at car engine
In progress

Education | 2022 - 2025

Work or study? Gender and the transition from school to work

View project
Two teenage male pupils study a science lesson as part of their post-16 options
In progress

Education | 2019 - 2024

Post-16 pathways: the role of peers, family background and expectations

View project
Teacher helping primary school girl with schoolwork in the classroom
In progress

Education | 2023 - 2024

The impact of additional learning needs identification in Wales

View project
Teenage sixth form students taking notes in a lesson
In progress

Education | 2022 - 2024

Comparing inequality and outcomes across post-16 education in the UK

View project
Teenage sixth form students walking into college
In progress

Education | 2022 - 2025

The long-term impact of the Education Maintenance Allowance

View project
Little girl watches TV on her own at home
In progress

Education | 2023 - 2025

Do same language subtitles help children learn to read?

View project
14 year old girl doing homework
In progress

Education | 2022 - 2024

Experiences of 14 to 16 year olds in Further Education in England

View project
Young girl using an iPad at home
New

Education | 2024 - 2024

Early years digital media literacy review

View project
Secondary school music teacher smiles at students working together at a keyboard.
New

Education | 2024 - 2025

Teacher recruitment & retention challenges in England

View project
New

Welfare | 2024 - 2027

Gypsy, Roma, Traveller Youth: mitigating exclusions using the digital?

View project
New

Education | 2024 - 2026

A feasibility and pilot trial of the Early Years Library

View project
New

Education | 2024 - 2026

Can digital parenting interventions benefit early language development?

View project
Mother wearing hijab holding her toddler son on her knee, smiling at each other
New

Welfare | 2024 - 2025

Afghan resettlement in England: outcomes and experiences 

View project
New

Education | 2025 - 2026

Investigating performance across Key Stage 2 maths topics

View project
New

Education | 2024 - 2026

Vocabulary for Reading: the power of words

View project
New

Education | 2024 - 2026

Spending across different stages of education

View project
New

Education | 2024 - 2026

Exploring academic selection and grammar schools in Northern Ireland

View project
New

Education | 2024 - 2026

Long-term outcomes of high-achieving disadvantaged children

View project
Teenager hugging their mother
New

Welfare | 2023 - 2025

Juvenile onset rheumatic diseases: education, vocational readiness, & employment

View project
Reception class children using a parachute in a PE lesson
Reported

Education | 2022 - 2023

A movement and story-telling intervention for reception children

View project
Side view of two female high school students in classroom working on laptops social distancing. Student in foreground is in focus and student in background is blurred
Reported

Education | 2021 - 2022

COVID-19 and disadvantage gaps in England 2020 and 2021

View project
Young boy draws and plays with a globe as part of nursery education
Reported

Education | 2020 - 2022

COVID-19 and childcare: local impacts across England

View project
Reported

Education | 2020 - 2022

Ethical principles underpinning co-production with young people

View project
Reported

Education | 2020 - 2021

COVID-19 mitigation measures: education provision and access to special schools

View project
Young-boy-uses-tablet-with-mother-for-maths-learning-Can-maths-apps-add-value-to-learning-PROJ
Reported

Education | 2020 - 2022

Can maths apps add value to learning?

View project
Male secondary school student working at home on laptop
Reported

Education | 2020 - 2021

The impact of COVID-19 on mainstream schools in England

View project
Teenage-girl-looks-at-smartphone-next-to-laptop-Growing-up-under-COVID-19-PROJ
Reported

Education | Welfare | 2020 - 2022

Growing up under COVID-19

View project
Top view of librarian sitting with five multiethnic children on floor. Teacher reading book to cute girls and young boys at school.
Reported

Education | 2020 - 2022

Comparisons of cognitive skills and educational attainment across the UK

View project
Teenage-pupil-wearing-woolly-hat-writes-on-whiteboard-The-influence-of-headteachers-on-their-schools-PROJ
Reported

Education | 2020 - 2024

The influence of headteachers on their schools

View project
Young-child-blurred-in-background-plays-with-abacus-in-foreground-Early-years-employment-pathways-PROJ
Reported

Education | 2019 - 2020

A systematic review of early years degrees and employment pathways

View project
A middle-aged teacher sits at her desk and helps a female student with a problem in her textbook.
Reported

Education | Welfare | 2020 - 2020

Measuring the disadvantage attainment gap in 16-19 education

View project
Search projects

Profile