Tag Archives: underrepresentation

A storytelling approach for engaging girls in the Computing classroom: Pilot study results

Post Syndicated from Katharine Childs original https://www.raspberrypi.org/blog/gender-balance-in-computing-storytelling-approach-engaging-girls/

We’ve been running the Gender Balance in Computing programme of research since 2019, as part of the National Centre for Computing Education (NCCE) and with various partners. It’s a £2.4 million research programme funded by the Department for Education in England that aims to identify ways to encourage more girls and young women to engage with Computing and choose to study it further. The programme is made up of four separate areas of research, in which we are running a number of interventions.

Teenage students and a teacher do coding during a computer science lesson.

The first independent evaluation report from the Behavioural Insights Team (BIT) on our series of interventions has now been published. It relates to an intervention within the research area ‘Teaching Approach’, evaluating our pilot study of teaching computing to Key Stage 1 children using a storytelling approach. The evaluators from BIT found that this pilot study produced evidence of promise for the storytelling approach. They recommend conducting a full-size trial to test how effective this approach is for engaging female pupils with Computing.

Teaching computing through storytelling

Like many Computing curricula around the world, the English National Curriculum emphasises the importance of teaching Computing through a range of content so that pupils can express themselves and develop their ideas using digital tools. Our ‘Teaching Approach’ project builds on research grounded in sociocultural learning theories that suggest teaching approaches that encourage collaboration and use a variety of contexts can make Computing a more inclusive subject for all learners. Within this project, we are running three different interventions, each with learners of different ages.

In a computing classroom, a girl looks at a computer screen.

Evidence indicates that gender stereotypes around Computing develop early (1). Therefore we designed a trial — the first of its kind in England — to explore a storytelling approach for teaching Computing with younger children (6- to 7-year-olds). A small body of research suggests that using storytelling as a learning context for Computing can be engaging for both boys and girls. Research results indicate that:

  • Teaching computing through storytelling and story-writing is effective for motivating 11- to 14-year-old girls to learn programming (2)
  • Children who write computer programs to tell stories see Computing as a subject that is equally as easy or difficult for both boys and girls (3)
  • In a non-formal learning space, primary-aged girls are more likely to choose a storybook beginner electronics activity rather than open-ended beginner electronics free play (4)

The pilot study and the evaluation methods

As combining evidence from research with older students and in non-formal education is experimental, we designed this storytelling trial as a small pilot study. Our aim was to generate early evidence as to how feasible a teaching approach that uses storytelling might be in the primary Computing classroom.

We recruited 53 schools to take part in the pilot study, which ran from April to July 2021. Many schools were still facing challenges due to the ongoing coronavirus pandemic, and we are very grateful to the teachers and learners who have taken part for their contribution to this important research.

In a computing classroom, a girl looks at a computer screen.

To conduct the study, we created a free online training course, and a scheme of work, for schools to teach Computing concepts to 6- and 7-year olds using a storytelling approach. Over a sequence of the 12 lessons in the scheme of work, pupils used the ScratchJr programming environment to animate their own digital stories and learn about Computing concepts, such as sequence and repetition, linked to elements of stories, such as structure, rhyme, and speech. 

To enable the independent evaluation of the effectiveness of the storytelling approach by BIT, schools were allocated either to an intervention group, which used the training course and the storytelling scheme of work, or to a control group, which taught Computing in their usual way and was not made aware that the approach being trialled involved storytelling. For their evaluation, BIT gathered data from both groups to compare them:

  • They conducted surveys measuring learners’ attitudes toward computing and their intentions to study it in the future
  • They carried out observations of lessons, interviews with teachers, and discussions with learners
  • They ran a survey to gather feedback about the trial from teachers

The gathered data was assessed against five categories: evidence of promise, fidelity, acceptability, feasibility, and readiness for trial.

Main findings of the evaluation team

After analysing the data collected from observations, interviews, learner discussions, pupil surveys, and teacher surveys, the key finding of the independent evaluators was that the storytelling teaching approach had evidence of promise, and that it is worthwhile scaling up our intervention for a larger trial with more schools.

The evaluators’ teacher interviews confirmed the early development of gender stereotypes in the classroom. This highlights the importance of introducing Computing to young learners in a way that engages both boys and girls. 

“I’ve really noticed how there’s already differences in views of what’s a boy, what’s a girl, the boys are getting in front of me, like, ‘I want a boy car, I don’t want a girl car’. Then we’ve got the other side where we’ve got fairy tales and princesses and, ‘Oh, I’m a bunny. Do you want to play with me?’”

Teacher (evaluation report, p. 22)

Teachers told the evaluators that pupils enjoyed personalising their stories in ScratchJr, and that they themselves felt positive about the use of storytelling to teach computing. 

“I think [the storytelling aspect] gives them something real to work through, so it’s not… abstract… I think through the storytelling, they’re able to make it as funny or whatever they want, and it’s also their own interest. [Female student], she dotes on animals, so she’s always having giraffes and all of that, so it’s something that they can make their own connections too… Yes, I did really like the storytelling.”

Teacher (evaluation report, p. 26)

Teacher feedback provided some evidence that the storytelling lessons had equally increased both male and female pupils’ interest, confidence, and skills.

Young learners at computers in a classroom.

The independent evaluation team advised caution when interpreting the quantitative data from the pupil surveys, due to the small sample size in this pilot study and the high attrition rates caused by coronavirus-related disruptions. We ourselves would like to add that the study raises questions about the reliability of quantitative survey data collected from very young children using Likert scales, BIT’s chosen survey format for this evaluation. Although the evaluators have made some positive steps in creating a new survey suitable for young children, this research instrument may need further testing; the survey results would need to be interpreted in this light, and more research in this area would be recommended.

You can read the full evaluation report on the NCCE website.

Future directions

This intervention was based on one of the teaching approaches for which there was only early evidence of effectiveness, so it is a good outcome to have a larger trial recommended based on our pilot study. It’s often said that research ends up recommending more research, but in this case our small pilot project really does give robust evidence that we should trial the storytelling approach with more schools.

In a computing classroom, a girl looks at a computer screen.

The independent evaluators collected feedback from both teachers and pupils that confirms the storytelling intervention we designed is feasible in the classroom. The feedback also indicates where we can make small adjustments that will refine and develop the training and scheme of work for a larger-scale study (evaluation report, p. 35), and we will consider this feedback carefully. While some teachers suggested that the training be shortened, less experienced teachers highlighted the need to ensure the training introduces teachers to all of the content covered in the lessons. This feedback helps us to better understand how Computing is taught in primary schools, and how this is influenced by the wide variety of experience and subject knowledge that teachers have. Interestingly, in the control group, some of the teachers reported that they also introduced coding to their learners by having them create stories. We would like to conduct further research into how schools introduce young learners to programming, and we’ll be continuing to reflect on how best to offer flexible content for teacher training related to our research studies.

We’re now looking at how to continue to investigate the effectiveness of the storytelling approach through a larger trial, alongside other projects in which we’re exploring female engagement in computing education through our recently established Raspberry Pi Computing Education Research Centre.

More evaluations are on the way for our other studies in the Gender Balance in Computing programme, including:

  • Two other trials of teaching approaches
  • Interventions in non-formal education contexts
  • Trials of approaches to building a sense of belonging in Computing
  • Research into the impact of timetabling and options evenings

If you would like to stay up-to-date with the research programme, you can sign up to the Gender Balance in Computing newsletter. We will also post our reflections on the projects on this blog when the evaluations are completed.


1 Mulvey, K. L. and Irvin, M. J. (2018). Judgments and reasoning about exclusion from counter-stereotypic STEM career choices in early childhood. Early Child. Res. Q. 44, 220–230. https://doi.org/10.1016/j.ecresq.2018.03.016

2 Kelleher, C., Pausch, R. and Kiesler, S. (2007). Storytelling alice motivates middle school girls to learn computer programming. In CHI ’07: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 1455–1464. Association for Computing Machinery, New York, NY, USA. https://doi.org/10.1145/1240624.1240844

3 Zaidi, R., Freihofer, I. and Childress Townsend, G. (2017). Using Scratch and Female Role Models while Storytelling Improves Fifth-Grade Students’ Attitudes toward Computing. In SIGCSE ’17: Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education, 791–792. Association for Computing Machinery, New York, NY, USA. https://doi.org/10.1145/3017680.3022451

4 McLean, M., & Harlow, D. (2017). Designing inclusive STEM activities: A comparison of playful interactive experiences across gender. In IDC ’17: Proceedings of the 2017 Conference on Interaction Design and Children, 567–574. Association for Computing Machinery, New York, NY, USA. https://doi.org/10.1145/3078072.3084326

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Engaging Black students in computing at UK schools — interview with Joe Arday

Post Syndicated from Janina Ander original https://www.raspberrypi.org/blog/engaging-black-students-in-computing-uk-schools-joe-arday/

Joe Arday.

On the occasion of Black History Month UK, we speak to Joe Arday, Computer Science teacher at Woodbridge High School in Essex, UK, about his experiences in computing education, his thoughts about underrepresentation of Black students in the subject, and his ideas about what needs to be done to engage more Black students.

To start us off, can you share some of your thoughts about Black History Month as an occasion?

For me personally it’s an opportunity to celebrate our culture, but my view is it shouldn’t be a month — it should be celebrated every day. I am of Ghanaian descent, so Black History Month is an opportunity to share my culture in my school and my community. Black History Month is also an opportunity to educate yourself about what happened to the generations before you. For example, my parents lived through the Brixton riots. I was born in 1984, and I got to secondary school before I heard about the Brixton riots from a teacher. But my mother made sure that, during Black History Month, we went to a lot of extracurricular activities to learn about our culture.

For me it’s about embracing the culture I come from, being proud to be Black, and sharing that culture with the next generation, including my two kids, who are of mixed heritage. They need to know where they come from, and know their two cultures.

Tell us a bit about your own history: how did you come to computing education?

So I was a tech professional in the finance sector, and I was made redundant when the 2008 recession hit. I did a couple of consulting jobs, but I thought to myself, “I love tech, but in five years from now, do I really want to be going from job to job? There must be something else I can do.”

At that time there was a huge drive to recruit more teachers to teach what was called ICT back then and is now Computing. As a result, I started my career as a teacher in 2010. As a former software consultant, I had useful skills for teaching ICT. When Computing was introduced instead, I was fortunate to be at a school that could bring in external CPD (continued professional development) providers to teach us about programming and build our understanding and skills to deliver the new curriculum. I also did a lot of self-study and spoke to lots of teachers at other schools about how to teach the subject.

What barriers or support did you encounter in your teaching career? Did you have role models when you went into teaching?

Not really — I had to seek them out. In my environment, there are very few Black teachers, and I was often the only Black Computer Science teacher. A parent once said to me, “I hope you’re not planning to leave, because my son needs a role model in Computer Science.” And I understood exactly what she meant by that, but I’m not even a role model, I’m just someone who’s contributing to society the best way I can. I just want to pave the way for the next generation, including my children.

My current school is supporting me to lead all the STEM engagement for students, and in that role, some of the things I do are running a STEM club that focuses a lot on computing, and running new programmes to encourage girls into tech roles. I’ve also become a CAS Master Teacher and been part of a careers panel at Queen Mary University London about the tech sector, for hundreds of school students from across London. And I was selected by the National Centre for Computing Education as one of their facilitators in the Computer Science Accelerator CPD programme.

But there’s been a lack of leadership opportunities for me in schools. I’ve applied for middle-leadership roles and have been told my face doesn’t fit in an interview in a previous school. And I’m just as skilled and experienced as other candidates: I’ve been acting Head of Department, acting Head of Year — what more do I need to do? But I’ve not had access to middle-leadership roles. I’ve been told I’m an average teacher, but then I’ve been put onto dealing with “difficult” students if they’re Black, because a few of my previous schools have told me that I was “good at dealing with behaviour”. So that tells you about the role I was pigeonholed into.

It is very important for Black students to have role models, and to have a curriculum that reflects them.

Joe Arday

I’ve never worked for a Black Headteacher, and the proportion of Black teachers in senior leadership positions is very low, only 1%. So I am considering moving into a different area of computing education, such as edtech or academia, because in schools I don’t have the opportunities to progress because of my ethnicity.

Do you think this lack of leadership opportunities is an experience other Black teachers share?

I think it is, that’s why the number of Black teachers is so low. And as a Black student of Computer Science considering a teaching role, I would look around my school and think, if I go into teaching, where are the opportunities going to come from?

Black students are underrepresented in computing. Could you share your thoughts about why that’s the case?

There’s a lack of role models across the board: in schools, but also in tech leadership roles, CEOs and company directors. And the interest of Black students isn’t fostered early on, in Year 8, Year 9 (ages 12–14). If they don’t have a teacher who is able to take them to career fairs or to tech companies, they’re not going to get exposure, they’re not going to think, “Oh, I can see myself doing that.” So unless they have a lot of interest already, they’re not going to pick Computer Science when it comes to choosing their GCSEs, because it doesn’t look like it’s for them.

But we need diverse people in computing and STEM, especially girls. As the father of a boy and a girl of mixed heritage, that’s very important to me. Some schools I’ve worked in, they pushed computer science into the background, and it’s such a shame. They don’t have the money or the time for their teachers to do the CPD to teach it properly. And if attitudes at the top are negative, that’s going to filter down. But even if students don’t go into the tech industry, they still need digital skills to go into any number of sectors. Every young person needs them.

It is very important for Black students to have role models, and to have a curriculum that reflects them. Students need to see themselves in their lessons and not feel ignored by what is being taught. I was very fortunate to be selected for the working group for the Raspberry Pi Foundation’s culturally relevant teaching guidelines, and I’m currently running some CPD for teachers around this. I bet in the future Ofsted will look at how diverse the curriculum of schools is.

What do you think tech organisations can do in order to engage more Black students in computing?

I think tech organisations need to work with schools and offer work experience placements. When I was a student, 20 years ago, I went on a placement, and that set me on the right path. Nowadays, many students don’t do work experience, they are school leavers before they do an internship. So why do so many schools and organisations not help 14- or 15-year-olds spend a week or two doing a placement and learning some real-life skills?

A mentor explains Scratch code using a projector in a coding club session.

And I think it’s very important for teachers to be able to keep up to date with the latest technologies so they can support their students with what they need to know when they start their own careers, and can be convincing doing it. I encourage my GCSE Computer Science students to learn about things like cloud computing and cybersecurity, about the newest types of technologies that are being used in the tech sector now. That way they’re preparing themselves. And if I was a Headteacher, I would help my students gain professional certifications that they can use when they apply for jobs.

What is a key thing that people in computing education can do to engage more Black students?

Teachers could run a STEM or computing club with a Black History Month theme to get Black students interested — and it doesn’t have to stop at Black History Month. And you can make computing cross-curricular, so there could be a project with all teachers, where each one runs a lesson that involves a bit of coding, so that all students can see that computing really is for everyone.

What would you say to teachers to encourage them to take up Computer Science as a subject?

Because of my role working for the NCCE, I always encourage teachers to join the NCCE’s Computer Science Accelerator programme and to retrain to teach Computer Science. It’s a beautiful subject, all you need to do is give it a chance.

Thank you, Joe, for sharing your thoughts with us!

Joe was part of the group of teachers we worked with to create our practical guide on culturally relevant teaching in the computing classroom. You can download it as a free PDF now to help you think about how to reflect all your students in your lessons.

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Engaging Black students in computing at school — interview with Lynda Chinaka

Post Syndicated from Janina Ander original https://www.raspberrypi.org/blog/engaging-black-students-in-computing-school-lynda-chinaka/

Lynda Chinaka.

On the occasion of Black History Month UK, we speak to Lynda Chinaka, Senior Lecturer in Computing in Education at the University of Roehampton, about her experiences in computing education, her thoughts about underrepresentation of Black students in the subject, and her ideas about what needs to be done to engage more Black students.

Lynda, to start us off, can you share your thoughts about Black History Month?

Black history is a really important topic, obviously, and I think that, when Black History Month was first introduced, it was very powerful — and it continues to be in certain places. But I think that, for where we are as a society, it’s time to move past talking about Black history for only one month of the year, albeit an important, focused celebration. And certainly that would include integrating Black history and Black figures across subjects in school. That would be a very useful way to celebrate the contributions that Black people have made, and continue to make, to society. Children need to be taught a history in which they are included and valued. Good history is always a matter of different perspectives. Too often in schools, children experience a single perspective.  

Please tell me a bit about your own history: how did you come to computing education as a field? What were the support or barriers you encountered?

In terms of my journey, I’ve always been passionate about Computing — formerly ICT. I’ve been a Computing subject lead in schools, moving on into senior management. Beyond my career in schools, I have worked as an ICT consultant and as a Teacher Leader for a London authority. During that time, my interest in Computing/ICT led me to undertake an MA in Computing in Education at King’s College London. This led me to become a teacher trainer in my current role. In some sense, I’m carrying on the work I did with the local authorities, but in a university setting. At the University of Roehampton, I teach computing to BA Primary Education and PGCE students. Training teachers is something that I’m very much interested in. It’s about engaging student teachers, supporting them in developing their understanding of Computing in the primary phases. Students learn about the principles of computing, related learning theories, and how children think and learn. Perhaps more importantly, I am keen to instil a love of the subject and broaden their notions about computing.

A teacher attending Picademy laughs as she works through an activity

In terms of the support I’ve received, I’ve worked in certain schools where Computing was really valued by the Headteacher, which enabled me to promote my vision for the subject. Supportive colleagues made a difference in their willingness take on new initiatives that I presented. I have been fortunate to work in local authorities that have been forward-thinking; one school became a test bed for Computing. So in that sense, schools have supported me. But as a Black person, a Black woman in particular, I would say that I faced barriers throughout my career. And those barriers have been there since childhood. In the Black community, people experience all sorts of things, and prejudice and barriers have been at play in my career.

Prejudice sometimes is very overt. An example I think I can share because it prevented me from getting a job: I went for an interview in a school. It was a very good interview, the Headteacher told me, “It was fantastic, you’re amazing, you’re excellent,” the problem was that there weren’t “enough Black pupils”, so she “didn’t see the need…”. And this is a discussion that was shared with me. Now in 2021 a Headteacher wouldn’t say that, but let’s just wind the clock back 15 years. These are the kinds of experiences that you go through as a Black teacher.

So what happens is, you tend to build up a certain resilience. People’s perceptions and low expectations of me have been a hindrance. This can be debilitating. You get tired of having to go through the same thing, of having to overcome negativity. Yes, I would say this has limited my progress. Obviously, I am speaking about my particular experiences as a Black woman, but I would say that these experiences are shared by many people like me.

An educator teaches students to create with technology.

But it’s my determination and the investment I’ve made that has resulted in me staying in the field. And a source of support for me is always Black colleagues, they understand the issues that are inherent within the profession. 

Black students are underrepresented in Computing as a subject. Drawing on your own work and experiences, could you share your thoughts about why that’s the case?

There need to be more Black teachers, because children need to see themselves represented in schools. As a Black teacher, I know that I have made a difference to Black children in my class who had a Black role model in front of them. When we talk about the poor performance of Black pupils, we need to be careful not to blame them for the failures of the education system. Policy makers, Headteachers, teachers, and practitioners need to be a lot more self-aware and examine the impact of racism in education. People need to examine their own policies and practice, especially people in positions of power.

A lot of collective work needs to be done.

Lynda Chinaka

Some local authorities do better than others, and some Headteachers I’ve worked with have been keen to build a diverse staff team. Black people are not well-represented at all in education. Headteachers need to be more proactive about their staff teams and recruitment. And they need to encourage Black teachers to go for jobs in senior management.

An educator helps a young person with a computing problem.

In all settings I taught in, no matter how many students of colour there were, these students would experience something in my classroom that their white counterparts had experienced all their lives: they would leave their home and come to school and be taught by someone who looks like them and perhaps speaks the same language as them. It’s enormously affirming for children to have that experience. And it’s important for all children actually, white children as well. Seeing a Black person teaching in the classroom, in a position of power or influence — it changes their mindset, and that ultimately changes perspectives.

So in terms of that route into Computing, Black students need to see themselves represented.

Why do you think it’s important to teach young people about Computing?

It’s absolutely vital to teach children about Computing. As adults, they are going to participate in a future that we know very little about, so I think it’s important that they’re taught computer science approaches, problem solving and computational thinking. So children need to be taught to be creators and not simply passive users of technology.

A Coolest Projects participant

One of the things some of my university students say is, “Oh my goodness, I can’t teach Computing, all the children know much more than me.”, but actually, that’s a little bit of a myth, I think. Children are better at using technologies than solving computing problems. They need to learn a range of computational approaches for solving problems. Computing is a life skill; it is the future. We saw during the pandemic the effects of digital inequity on pupils.

What do you think needs to change in computing education, the tech sector, or elsewhere in order to engage more Black students in Computing?

In education, we need to look at the curriculum and how to decolonise it to really engage young people. This also includes looking out for bias and prejudice in the things that are taught. Even when you’re thinking about specific computer science topics. So for example, the traditional example for algorithm design is making a cup of tea. But tea is a universal drink, it originates in China, and as a result of colonialism made its way to India and Kenya. So we drink tea universally, but the method (algorithm) for making tea doesn’t necessarily always include a china tea pot or a tea bag. There are lots of ways to introduce it, thinking about how it’s prepared in different cultures, say Kenya or the Punjab, and using that as a basis for developing children’s algorithmic thinking. This is culturally relevant. It’s about bringing the interests and experiences children have into the classroom.

Young women in a computing lesson.

For children to be engaged in Computing, there needs to be a payoff for them. For example, I’ve seen young people developing their own African emojis. They need to see a point to it! They don’t necessarily have to become computer scientists or software engineers, but Computing should be an avenue that opens for them because they can see it as something to further their own aims, their own causes. Young people are very socially and politically aware. For example, Black communities are very aware of the way that climate change affects the Global South and could use data science to highlight this. Many will have extended family living in these regions that are affected now.

So you don’t compromise on the quality of your teaching, and it require teachers to be more reflective. There is no quick fix. For example, you can’t just insert African masks into a lesson without exploring their meaning in real depth within the culture they originate from.

So in your Computing or Computer Science lessons, you need to include topics young people are interested in: climate change, discrimination, algorithms and algorithmic bias in software, surveillance and facial recognition. Social justice topics are close to their hearts. You can get them interested in AI and data science by talking about the off-the-shelf datasets that Big Tech uses, and about what impact these have in terms of surveillance and on minority communities specifically. 

Can you talk a bit about the different terms used to describe this kind of approach to education, ‘culturally relevant teaching’ and ‘decolonising the curriculum’?

‘Culturally relevant’ is easier to sit with. ‘Decolonising the curriculum’ provokes a reaction, but it’s really about teaching children about histories and perspectives on curricula that affect us all. We need to move towards a curriculum that is fit for purpose where children are taught different perspectives and truth that they recognise. Even if you’re in a school without any Black children at all, the curriculum still needs to be decolonised so that children can actually understand and benefit from the many ways that topics, events, subjects may be taught.

A woman teacher helps a young person with a coding project.

When we think about learning in terms of being culturally relevant and responsive, this is about harnessing children’s heritage, experiences, and viewpoints to engage learners such that the curriculum is meaningful and includes them. The goal here is to promote long-term and consistent engagement with Computing.

What is being missed by current initiatives to increase diversity and Black students’ engagement?

Diversity initiatives are a good step, but we need to give it time. 

The selection process for subjects at GCSE can sometimes affect the uptake of computing. Then there are individual attitudes and experiences of pupils. It has been documented that Black and Asian students have often been in the minority and experience marginalisation, particularly noted in the case of female students in GCSE Computer Science.

ITE (Initial Teacher Education) providers need to consider their partnerships with schools and support schools to be more inclusive. We need more Black teachers, as I said. We also need to democratise pathways for young people getting into computing and STEM careers. Applying to university is one way — there should be others.

Schools could also develop partnerships with organisations that have their roots in the Black community. Research has also highlighted discriminatory practices in careers advice, and in the application and interview processes of Russell Group universities. These need to be addressed.

A students in a computer science lecture.

There are too few Black academics at universities. This can have an impact on student choice and decisions about whether to attend an institution or not. Institutions may seem unwelcoming or unsympathetic. Higher education institutions need to eliminate bias through feedback and measuring course take-up. 

Outside the field of education, tech companies could offer summer schemes, short programmes to stimulate interest amongst young Black people. Really, the people in leadership positions, all the people with the power, need to be proactive.

A lot of collective work needs to be done. It’s a whole pipeline, and everybody needs to play a part.

What in your mind is a key thing right now that people in computing education who want to engage more Black students should do?

You can present children with Black pioneers in computing and tech. They can show Black children how to achieve their goals in life through computing. For example, create podcasts or make lists with various organisations that use data science to further specific causes.

It’s not a one-off, one teacher thing, it’s a project for the whole school.

Lynda Chinaka

Also, it’s not a one-off, one teacher thing, it’s project for the whole school. You need to build it into a whole curriculum map, do all the things you do to build a new curriculum map: get every teacher to contribute, so they take it on, own it, research it, make those links to the national curriculum so it’s relevant. Looking at it in isolation it’s a problem, but it’s a whole school approach that starts as a working group. And it’s senior management that sets the tone, and they really need to be proactive, but you can start by starting a working group. It won’t be implemented overnight. A bit like introducing a school uniform. Do it slowly, have a pilot year group. Get parents in, have a coffee evening, get school governors on board. It’s a whole staff team effort.

People need to recognise the size of the problem and not be discouraged by the fact that things haven’t happened overnight. But people who are in a position of influence need to start by having those conversations, because that’s the only way that change can happen, quite frankly.

Lynda, thank you for sharing your insights with us!

Lynda was one of the advisors in the group we worked with to create our recently published, practical guide on culturally relevant teaching. You can download it as a free PDF now. We hope it will help you kickstart conversations in your setting.

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Computing education and underrepresentation: the data from England

Post Syndicated from Sue Sentance original https://www.raspberrypi.org/blog/computing-education-underrepresentation-data-england-schools/

In this blog post, I’ll discuss the first research seminar in our six-part series about diversity and inclusion. Let’s start by defining our terms. Diversity is any dimension that can be used to differentiate groups and people from one another. This might be, for example, age, gender, socio-economic status, disability, ethnicity, religion, nationality, or sexuality. The aim of inclusion is to embrace all people irrespective of difference.

It’s vital that we are inclusive in computing education, because we need to ensure that everyone can access and learn the empowering and enabling technical skills they need to support all aspects of their lives.

One male and two female teenagers at a computer

Between January and June of this year, we’re partnering with the Royal Academy of Engineering to host speakers from the UK and USA for a series of six research seminars focused on diversity and inclusion in computing education.

We kicked off the series with a seminar from Dr Peter Kemp and Dr Billy Wong focused on computing education in England’s schools post-14. Peter is a Lecturer in Computing Education at King’s College London, where he leads on initial teacher education in computing. His research areas are digital creativity and digital equity. Billy is an Associate Professor at the Institute of Education, University of Reading. His areas of research are educational identities and inequalities, especially in the context of higher education and STEM education.

Computing in England’s schools

Peter began the seminar with a comprehensive look at the history of curriculum change in Computing in England. This was very useful given our very international audience for these seminars, and I will summarise it below. (If you’d like more detail, you can look over the slides from the seminar. Note that these changes refer to England only, as education in the UK is devolved, and England, Northern Ireland, Scotland, and Wales each has a different education system.)

In 2014, England switched from mandatory ICT (Information and Communication Technology) to mandatory Computing (encompassing information technology, computer science, and digital literacy). This shift was complemented by a change in the qualifications for students aged 14–16 and 16–18, where the primary qualifications are GCSEs and A levels respectively:

  • At GCSE, there has been a transition from GCSE ICT to GCSE Computer Science over the last five years, with GCSE ICT being discontinued in 2017
  • At A level before 2014, ICT and Computing were on offer as two separate A levels; now there is only one, A level Computer Science

One of the issues is that in the English education system, there is a narrowing of the curriculum at age 14: students have to choose between Computer Science and other subjects such as Geography, History, Religious Studies, Drama, Music, etc. This means that those students that choose not to take a GCSE Computer Science (CS) may find that their digital education is thereby curtailed from then onwards. Peter’s and Billy’s view is that having a more specialist subject offer for age 14+ (Computer Science as opposed to ICT) means that fewer students take it, and they showed evidence of this from qualifications data. The number of students taking CS at GCSE has risen considerably since its introduction, but it’s not yet at the level of GCSE ICT uptake.

GCSE computer science and equity

Only 64% of schools in England offer GCSE Computer Science, meaning that just 81% of students have the opportunity to take the subject (some schools also add selection criteria). A higher percentage (90%) of selective grammar schools offer GCSE CS than do comprehensive schools (80%) or independent schools (39%). Peter suggested that this was making Computer Science a “little more elitist” as a subject.

Peter analysed data from England’s National Pupil Database (NPD) to thoroughly investigate the uptake of Computer Science post-14 with respect to the diversity of entrants.

He found that the gender gap for GCSE CS uptake is greater than it was for GCSE ICT. Now girls make up 22% of the cohort for GCSE CS (2020 data), whereas for the ICT qualification (2017 data), 43% of students were female.

Peter’s analysis showed that there is also a lower representation of black students and of students from socio-economically disadvantaged backgrounds in the cohort for GCSE CS. In contrast, students with Chinese ancestry are proportionally more highly represented in the cohort. 

Another part of Peter’s analysis related gender data to the Income Deprivation Affecting Children Index (IDACI), which is used as an indicator of the level of poverty in England’s local authority districts. In the graphs below, a higher IDACI decile means more deprivation in an area. Relating gender data of GCSE CS uptake against the IDACI shows that:

  • Girls from more deprived areas are more likely to take up GCSE CS than girls from less deprived areas are
  • The opposite is true for boys
Two bar charts relating gender data of GCSE uptake against the Income Deprivation Affecting Children Index. The graph plotting GCSE ICT data shows that students from areas with higher deprivation are slightly more likely to choose the GCSE, irrespective of gender. The graph plotting GCSE Computer Science data shows that girls from more deprived areas are more likely to take up GCSE CS than girls from less deprived areas, and the opposite is true for boys.

Peter covered much more data in the seminar, so do watch the video recording (below) if you want to learn more.

Peter’s analysis shows a lack of equity (i.e. equality of outcome in the form of proportional representation) in uptake of GCSE CS after age 14. It is also important to recognise, however, that England does mandate — not simply provide or offer — Computing for all pupils at both primary and secondary levels; making a subject mandatory is the only way to ensure that we do give access to all pupils.

What can we do about the lack of equity?

Billy presented some of the potential reasons for why some groups of young people are not fully represented in GCSE Computer Science:

  • There are many stereotypes surrounding the image of ‘the computer scientist’, and young people may not be able to identify with the perception they hold of ‘the computer scientist’
  • There is inequality in access to resources, as indicated by the research on science and STEM capital being carried out within the ASPIRES project

More research is needed to understand the subject choices young people make and their reasons for choosing as they do.

We also need to look at how the way we teach Computing to students aged 11 to 14 (and younger) affects whether they choose CS as a post-14 subject. Our next seminar revolves around equity-focused teaching practices, such as culturally relevant pedagogy or culturally responsive teaching, and how educators can use them in their CS learning environments. 

Meanwhile, our own research project at the Raspberry Pi Foundation, Gender Balance in Computing, investigates particular approaches in school and non-formal learning and how they can impact on gender balance in Computer Science. For an overview of recent research around barriers to gender balance in school computing, look back on the research seminar by Katharine Childs from our team.

Peter and Billy themselves have recently been successful in obtaining funding for a research project to explore female computing performance and subject choice in English schools, a project they will be starting soon!

If you missed the seminar, watch recording here. You can also find Peter and Billy’s presentation slides on our seminars page.

Next up in our seminar series

In our next research seminar on Tuesday 2 February at 17:00–18:30 BST / 12:00–13:30 EDT / 9:00–10:30 PDT / 18:00–19:30 CEST, we’ll welcome Prof Tia Madkins (University of Texas at Austin), Dr Nicol R. Howard (University of Redlands), and Shomari Jones (Bellevue School District), who are going to talk to us about culturally responsive pedagogy and equity-focused teaching in K-12 Computer Science. To join this free online seminar, simply sign up with your name and email address.

Once you’ve signed up, we’ll email you the seminar meeting link and instructions for joining. If you attended Peter’s and Billy’s seminar, the link remains the same.

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