Category Archives: technology

Schooling and the relentless march of technology

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Teachers will not have been happy to read of employers paying workers the same money for a four day week where they used to earn for working for five days. I assume that productivity or output or company profits remained the same, so the company could afford to be this generous while not upsetting its shareholders.

Unhappy teachers might reflect on two things. As technology improves, so workers can produce the same output in less time: think handwriting letters, then dictating them to someone that then typed them and then word processing them. Of course, rewarding those workers that benefit could come at a cost to productivity and growth for all. Why not continue the five day week and produce more?  

My parent’s generation worked a five and a half day week, with Saturday working being commonplace. Teachers have not benefitted from these changes, partly because their job has largely been unaffected by significant changes in technology that improve productivity. Now this may be because teaching is a public sector good and there is no profit element to spur on change for the benefit of both owners and workers.

As we can see from the imposition of VAT on private schools, the reaction of many was to increase fees, not to improve productivity, even by adding one pupil per class to their already small classes – special schools excepted – and absorb the cost.

However, it is the second implication of technological change and its effect on teachers and society that worries me just as much. Here’s another example. Driverless vehicles will become mainstream. Sure, there will be accidents, as there were when railways and aeroplanes were being developed. And these days society knows more about preventing those sorts of accidents happening to the same degree – think of the space race and the ratio of deaths to achievements. But, what of the many drivers that will join the ranks of porters, stenographers, bank tellers, coal miners and many others whose jobs have disappeared. Will technology create another set of new jobs for those with skills to do the jobs of today?

What are the implications for schools and their role in society? This should be the key question at the Festival of Education? What steps are politicians and the think tanks that provide them with research doing to consider the role of schooling in the second half of this century. After all, those that start school at age five this coming September will likely not retire on a state pension until 2090 or possibly even later.

Primary schooling with the acquisition of vocabulary and the social skills of living together in communities will become even more important than it has been seen by politicians in the past. Secondary education and subject skills might even become less important.  The recently announced government inquiry into White working-class kids might want to think about this issue during their deliberations. Solutions for the problems of the past won’t help the kids facing an uncertain future.

Is AI bigger than the internet revolution?

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During my lifetime, I have experienced three major revolutions driven by technology; the microprocessor revolution of the 1970s and 1980s; the internet and social communication revolution of the 1990s and 2000s around the internet and phones and gaming, and now the Artificial Intelligence revolution: or AI as it almost universally known.

Over the past week, I have set three different AI sites three different tasks, all using free versions of the software. The tasks were: draft a script for a play; create a website of this blog and turn a poem into a song and add new verses.

I was amazed at the results for all three tasks, and especially how quickly they were performed so early into the AI revolution.

I asked for a script for a play about a closure of a college, and ‘The last assembly’ gave me 5 key characters, four themes for the play and even some possible dialogue for a final speech and how the other characters reacted to its delivery.

In its way, even more impressive was the website created to market this blog. In under 5 minutes, and after a bit of interplay with the AI agent there was a useable website that those, I have sent it to thought was an attractive website. Sure, there were a few wrinkles to iron out, such as the wrong date being assigned to some posts used as examples, and the first version being just in monochrome. But, 5 minutes, and free, and perfection is expected!

The third task took a poem I had written to celebrate a music festival’s 40th anniversary and created a song for primary school-children based upon a first two verses from the poem that I had created.

Here was the poem’s first three verses.

Sing for the sound of singing

Sing for the joy of singing

Sing for the harmony of singing:

So, sing we all together.

As we sing together here,

Different schools, but single purpose,

Combining in this special place

For forty summers since.

Forty years of many pupils,

staff and parents, come all to

Celebrate in song and sounds

Old, new, would be traditional.

And my attempt at a song, something I have never tried to do before.

[C] Sing, sing, sing

[F] Sing for the joy of singing

[C] Sing, sing, sing,

[G] Sing for the sound of singing

  • So we
  • sing to·[C] gether.

[Am] Let us sing as one

[F] Different schools,

[C] but single purpose,

  • Let us
  • sing to·[C] gether.

Here’s what AI added

[C] Raise, raise, raise

[F] Raise up your voice in chorus

[C] Loud, proud, strong,

[G] Let every heart sing with us

  • So we
  • sing to·[C] gether.

[Am] Every voice belongs

[F] Every note a story

[C] Blending dreams

[G] in shared harmony

  • Let us
  • sing to·[C] gether.

[C] Hope, hope, hope

[F] Hope in the songs we’re sharing

[C] Shine, shine, shine,

[G] Shine with the love we’re bearing

  • As we
  • sing to·[C] gether.

I was also offered platforms where the backing track could be created. Now, the poem was written in an hour after receiving the invite, and isn’t great literature, so the song isn’t a work of art, but AI was asked for something primary school children might sing, and I think that’s what was created.

If I can do these three things with no tutorial support in less than half an hour all told, then we have to take AI, and its implications for our school system seriously now.

These three tasks were relatively value-free, but AI has the power to drive thinking, values and morals.

With the government extending the franchise to those aged 16 or above, what we teach in school is now of vital importance, and it must no longer be just a diet of facts or an attempt to create a purpose for handwriting other than as an art form. Politicians of all parties need to think seriously and quickly about what we need to teach in schools.

This blog was created by a human except for the verses of the song that were created by AI

1,500 posts and counting

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When I wrote my first post on this blog, on the 25th of January 2013, I little though that I would reach 1,500 posts. However, despite stopping posting for 18 months, between the autumn of 2023 and May this year, while I was otherwise occupied as a cabinet member on Oxfordshire County Council the blog has now reached the milestone of 1,500 posts, including 40 so far this year since I started the blog up again this May.

Since one of the features of the blog has been commenting on numbers, here is a bit of self-indulgence. The blog has had 175,983 views since its inception, from 93,875 visitors, and has attracted 1,459 comments. The average length of a post has been between 550-670 words, although there have been a few longer posts in response to consultations and Select Committee inquiries.

How much holiday do teacher have? is the post with the most views – more than 6,500 and rising. Some posts have had no views, but are still an important record of my thoughts. The United Kingdom has been responsible for the most visitors: not a surprise, as most posts are about education in England. However, the USA comes second, with more than 15,000 views. Apart from some former French speaking countries in West Africa, Greenland and Paraguay, almost all other countries have had someone that has viewed the blog at least once.

Later this year, I will be publishing a book of the 2013 posts from the blog, and at that point they will disappear from public view. If you want to register for the book, check on Amazon after August 2025 or email dataforeducation@gmail.com for publication information. Alternatively, ask your favourite bookshop or library to order a copy.

I am sometimes asked about my favourite post. With 1,500 to choose from, that’s difficult, as many haven’t seen the light of day for a decade or so. However, Am I a blob? From 2013, was fun to write, and the posts about Jacob’s Law finally brought about a change in the legislation over admissions in the current bill going through parliament.

Most posts have been written, as this one is, in one session from start to finish, with editing just to tidy up my thoughts. Some are more passionate than others, and many are about teacher supply issues, where I am also researching a book on the subject covering the past 60 years of ‘feast and famine’. Much of the recent history has been well chronicled in this blog.

Thanks for reading, and for the comments. Who would have thought that someone that failed ‘O’ level English six times would end up writing a blog!  Funny old world.

Will the 6,500 new teachers be heading for schools in disadvantaged areas?

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Increasing teacher numbers in disadvantaged areas and core subjects. I was very happy when I read this heading in today’s Public Account’s Committee report on ‘Increasing Teacher Numbers’. Increasing teacher numbers: Secondary and further education (HC 825)

However, when I turned to paragraphs 25-29, this section just seemed like an afterthought. How depressing was it to read that

‘Schools and further education colleges are responsible for deciding the staff they need and recruiting their own workforces. Local authorities employ teachers in maintained schools.’ Para 25

There is nothing factually incorrect in the statement, but although local authorities are the de jure employers of teachers in maintained schools, ever since the devolution of budgets in the 1990s, local authorities have had little to do with the hiring policies for teachers in these schools, and nothing to do with the academy sector.

The Committee did acknowledge that

‘Those schools with higher proportions of disadvantaged pupils tend to have higher turnover rates and less experienced teachers. This impacts the government’s mission of breaking down the barriers to opportunity and means disadvantaged children are at risk of being locked out from particular careers.’

Teachers in schools with higher proportions of disadvantaged pupils are also less experienced

‘In 2023–24, 34% of teachers in the most disadvantaged schools had up to five years’ experience (20% in the least disadvantaged schools).’

They cited the examples of computer science and physics

‘In the most disadvantaged areas, 31% of schools do not offer Computer Science A-level, compared to 11% of schools in the least disadvantaged areas, due to a lack of trained teachers. For Physics A-level, this is 9% compared to 1%.’

This will come as no surprise to regular readers of this blog. Here is the link to a post from the 21st July 2023, almost two years ago.

Free School Meals and teacher vacancies | John Howson

Thos who know my background will know that I started teaching in a school in a disadvantaged part of Tottenham in 1971, and this issue has been one that has concerned me throughout my career in education. I was, therefore, disappointed to read that

‘We asked the Department when we could expect there to be less variation between schools in the most and least disadvantaged areas, but it did not commit to a timeframe. Instead, it noted that its retention initiatives providing financial incentives were targeting schools and colleges with the highest proportion of disadvantaged students.’

This seems to me to be as close to a non-answer as one can expect. Indeed, looking in detail at the oral evidence session, this is an area where answers from the senior civil servants in my opinion suggested little hope, and not as much concern for the values implied in the questions that I would have liked to have heard. In reality, past experience tells me that it is falling rolls and fewer job opportunities that will propel teachers towards schools where they would otherwise not take a teaching post. Iti s the economy, not the DfE that will improve the life chances of children in those schools with a high proportion of disadvantaged children. This is at the same time as the lives of their parents may be worsened by unemployment and welfare cuts. It’s a funny old world.

AI in education: tackling the third revolution

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Earlier this week, I sat in on a webinar hosted by the Education Policy Institute about Workforce Sustainability in the modern school system. The recording of the webinar can be accessed at Workforce sustainability in the modern school system Inevitably, much of the discussion was around how AI might make a difference to schools. AI is the third wave of the IT revolution, after the initial microprocessor revolution of the late 1970s and early 1980s, and the arrival of the web and the development of means to access it from desktops to mobile phones, and even watches, from the mid-1990s onward. AI has the possibility to significantly impact on the school system as we know it even more than the previous two ‘revolutions.

The impact might be in four areas

Recruitment – this will be cheaper, faster and more complex as both candidates and recruiters strive to make use of AI to help them secure either the perfect job or the best candidate, whether it be a teacher or any other post in a school.

Administration – compared to the days of pen and paper, typewriters and adding machines, technology in the past 50 years have vastly changed how processes are handled, and especially how data can be analysed. EPI even have a Model, described in the webinar, for assessing how MATs are operating. AI offers much more power to create systems with less need to burden teachers. Tracking individual learning will be far enhanced, well beyond what is possible even today.

Learning – AI could transform how students learn. No longer will teachers need to worry about coping with a range of abilities in the same learning setting: AI will tailor the learning package to the individual and make the learning experience stimulating enough to motivate every child. In doing so it could fundamentally change the role of a teacher, removing some of the drudgery and enhancing the personal interactions with learners. But, will the lightbulb moments teacher value so much disappear?

The contract between The State and families – will the current 190-day requirement to attend a ‘school’ or face sanctions that has existed since 1870 in England be replaced by a different sort of model where learning is at the pace of learner, and qualifications are obtained when ready. Could AI be used to identify those children not making progress, and offer support that families would be required to accept? I don’t expect such a radical change anytime soon, but it would be worth looking at how different groups in society see schooling today and what they want from it as the twenty first century enters the second quarter of the century.

What is certain is that the State needs to participate, and not leave everything to the market. There is a lot of profit to be made from AI, and schools represent a large potential market. The first step will probably be to agree on standards and certification for learning materials so individual schools and teachers can be sure what they are using are high quality learning materials. This is much more important that the debate over banning mobile phones in schools, but receives much less attention from politicians.

How are secondary schools staffed?

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In a previous blog I looked at some aspects of the school workforce in England for the present school year. After looking at the data from the DfE’s January School Census of schools and pupil numbers, it is now possible to consider questions arising from the staffing of the present curriculum.

On average, each secondary school would have 68 teachers if you divided the number of teachers by the number of schools. Of course, that’s a mythical school, and the mean isn’t a very good measure of central tendency, but it is all we have that is easily accessible in the dataset.

So, how might our mythical school be staffed?

Number of hours taught for all yearsNumber of teachers of all yearsaverages based on 3,456 schools
Total3,807,978234,40668
English Baccalaureate subjects2,412,756164,48748
All Sciences667,23748,38614
Other147,69645,08113
English541,13441,29312
Mathematics548,09137,83511
General/Combined Science440,39136,75311
PSHE78,59535,98810
PE/Sports281,29124,2887
History210,71318,6305
Geography197,70918,0905
All Modern Languages247,87117,9865
Religious Education128,31416,8425
Other/Combined Technology120,66313,6304
Art & Design137,00812,7144
French109,39211,6163
Other Social Studies80,94410,0963
Spanish97,2349,5383
Business Studies89,6859,3313
Drama83,0269,1993
Computer science70,4128,1852
Biology53,1338,1672
Music87,4617,6102
Chemistry48,7747,2452
Design and technology – All52,7377,2032
Physics43,4056,2422
ICT36,8755,5302
Media Studies23,8713,9451
Citizenship8,9553,9411
Careers and Key Skills7,4303,5541
German25,5802,9551
Other Humanities15,4342,6711
Other science11,1212,5341
Other Modern Foreign Language15,6662,0071
General Studies3,0721,8561

The English Baccalaureate subjects account for the majority of the staff. Although design and technology only accounts for 2 teachers, if IT and other/combined technology and computing are added in the total increases to 10 teachers, not far short of the numbers for English and Mathematics.  Of course, not all the teachers will be teaching the subject all the time, and this tells us nothing about how qualified they are to teach the subjects they are actually delivering? It would be interesting to know how many qualified teachers of physics (with a physics degree) are teaching in schools with the highest percentages of free school meals?

As previous blog posts have argued, the staffing crisis may be abating, but is not over. It is good to see the TES taking in interest in these numbers Teacher supply: why 5 subjects face gloomier forecasts | Te as well as making the DfE admit what this blog has thought for some time now that the pledge for 6,500 teachers was totally unrealistic. Falling rolls and budget constraints meant that it was always going to be a non-starter. Labour ‘abandons’ manifesto pledge to hire more teachers

Defence Review sets growth target for Cadet Forces

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The Defence Review published yesterday, and it was interesting to see that it has implications for education. Specifically, the Review includes some recommendations directly aimed at education and young people. The first of these is:

Work with the Department for Education to develop understanding of the Armed Forces among young people in schools.

I assume that will mean allowing recruiting teams into schools to offer career advice, and also, where an understanding of the role of the armed forces and home defence might fit into PSHE lessons.

More specifically, and with a cost attached to it, is the recommendation that:

Expand in-school and community-based Cadet Forces across the country by 30% by 2030, with an ambition to reach 250,000 in the longer term. There should be greater focus within the Cadets on developing STEM (science, technology, engineering, mathematics) skills and exploring modern technology. Defence, wider Government, and partnerships with the private sector must provide appropriate leadership, support, and funding to deliver this expansion.

To reach this goal around 7% of the secondary school population need to be enrolled in cadet forces, or perhaps 10%, if you discount the youngest pupils in Years 7 and 8. If this happens then there is going to be a need for a whole lot of new staff in areas where the schools have been failing to meet recruitment targets for teaching staff for years.

What is the purpose behind this move. What will these young people be expected to do with the skills acquired after leaving school? Last year, at the start of the general election campaign there was a brief discussion about reintroducing conscription. As there is no mention of conscription in the review, might this be the alternative solution.  Although the voluntary scheme is much cheaper and less intrusive than conscription, it begs the question of who will sign up for the new places?

The last sentence in the recommendation suggests a new body might need to be set up to deliver the aims, especially if all the groups mentioned are to be brought together. Would such a new body be led by the MoD, and how will the new community groups recruit the staff for evening and weekend sessions when these days volunteer organisations are regularly struggling to find youth workers? Will local authorities be asked to help play a role in developing this expansion of uniform bodies.

As might be expected, there is a big emphasis in the Review on both the uses of and the protection from drones – the new weapon of war. The war in Ukraine has probably played a role similar to that of the Spanish Civil War of the 1930s in demonstrating how the technology of war can change in one theatre, delivery of the destruction of civilian population centres and other targets, while remaining the same on the ground: opposing armies slogging it out on front lines that resemble the trench system of World War 1.

I was part of the first generation to avoid conscription, and benefitting from that reduction in defence spending being used for improvements in the education sector from the 1960s onwards. It is sobering to remember that in the late 1940s there were something like 1,000,000 British forces personnel in Germany waiting for a war that thankfully never came. But, most of them were conscripts.

I fear now that defence of the realm will consume a much larger part of national resources, and that education as a sector may suffer as a consequence.  

The Spending Review and savings

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Next week will set the direction for government spending over the rest of this parliament. Although education is a ‘protected’ department that may not mean as much now as it did last year at the time of the general election.

Changes in the geopolitical situation, and an economy where the green shoots are barely peeking through the surface, and could be killed off by the equivalent of one night of freezing temperatures doesn’t bode well for the education sector. This is especially the case when set against falling school rolls and the crisis in the higher education sector. The skills sector might be the one bright spot, and it wouldn’t surprise me if that is where most of the investment will be directed.

The present government is lucky in that the weakening job market means recruiting new teachers will be easier, and the pressure for pay rises might also abate if the choice is more pay for some and redundancies for others. Unions would, in my view, be wise to tackle conditions of service rather than majoring on pay rises and the risk of confrontation with a government that has been generous so far, but might not want to see the limits of that generosity tested.

So, might there be saving to be made?

If there are school closures, will this allow the most expensive and inefficient buildings to be removed from the estate. Why spend time taking out asbestos, if you can just close the school? How would such a policy be managed? Frankly, I have no idea, but to let market forces prevail might have an unnecessary cost attached. So parental choice or rational use of buildings?

And then there is the muddle of academies and the maintained sector.

I looked at the accounts for the period up to August last summer for the 30 single academies and Multi Academy Trusts with schools in one local authority area. The total pay bill for their single highest paid employee came to around £4 million pounds. Now, take out of that total the Trusts where the headteacher is the single highest paid employee, and the total might be around £2 million. Cut this to just five trusts: one each for the two main Christian Churches (CofE and RC) and one each for other primary, secondary and special schools and what might be the savings?

Then there is the audit, legal and professional fees. I doubt whether the private sector charges the same rate as local authorities do to maintained schools. Perhaps academies should be required to employ local authority services, if the quote is lower than that from the private sector?

SEND is the other area where spending needs reviewing. For many, the cost of an EHCP started early in the primary sector should be the first point of focus. Are there differences between schools in different locations, and if so, then why? Can an early diagnosis save costs.

What of Education Other than at School packages? How much are they costing the system, and why are they necessary in such a growing number of cases?

With 150 plus local authorities, how much might be saved from present budgets in order to support investment in teaching and learning in the new world created by the latest technological revolution?

Turtles to drones

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In the mid-1980s, I recall watching primary school children creating the basic computer software required to drive turtles around the floor of their classroom. In doing so, at the start of the IT revolution, they were learning about the basic rules of coding, and having fun at the same time.

Fast-forward a millennium in terms of technology development, but only forty years in human experience, and I have watched the same basic activity with drones. Whereas a turtles functioned in just one dimension, across the classroom floor, drones are multi-dimensional; offering a much wider range of skill development in both coding and driving, as well as performing tasks such as fetching and carrying.

I believe it is important that this type of practical learning activity is integrated into the school curriculum, even at the primary school level. This was brought home to me by the announcement this week from the Minister of Education in the United Arab Emirates (UAE) that studying AI would be a required part of their new school curriculum from September. The Minister of Education posted on X as follows:

As part of the UAE’s long-term plans to prepare future generations for a different future, a new world, and advanced skills, the UAE government today approved the final curriculum to introduce “Artificial Intelligence” as a subject across all stages of government education in the UAE, from kindergarten to grade 12, starting from the next academic year. …… Our goal is to teach our children a deep understanding of AI from a technical perspective, while also fostering their awareness of the ethics of this new technology, enhancing their understanding of its data, algorithms, applications, risks, and its connection to society and life. Our responsibility is to equip our children for a time unlike ours, with conditions different from ours, and with new skills and capabilities that ensure the continued momentum of development and progress in our nation for decades to come. Sheikh Mohammed announces AI as mandatory subject in UAE schools

Now, having designed a Teacher Supply Model for the UAE last year, I know that the new curriculum will also require officials to update the modelling process to handle the demands for teachers of the new curriculum.

Inserting AI into the curriculum will also offers opportunities for suppliers already working in this field with schools. One such is Drone City Innovative Education – Drone City the Oxford based start up that already has curriculum materials and practical activities for both primary and secondary age pupils and can also offer training to teachers.

They have also created a series of drone-based books – a series that replaces the tank engines of yesteryear with their successors in the modern world – the first three books are based around the use of drones by emergency services, to illustrate how drones can help in emergency situations.

If you think that isa far-fetched idea, then there is already an exhibit in Sydney’s maritime museum explaining how drones are supporting lifeguards in patrolling beaches, either when the surf is dangerous for swimmers or sharks have been sighted.

I guess it won’t be long before drones are replacing in tasks such as painting the outside of buildings and bridges where expensive scaffolding is currently needed. Most low-level gutter inspections are now it seems carried out by drones not men with ladders.

The curriculum review must ensure that technology is no longer an optional subject but front and centre of the learning experience. When did you last write anything?

FE sector and Physics: sparse provision?

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The DfE has recently published some data on the workforce in the further Education sector following a survey of institutions. Further education workforce in England – GOV.UK (www.gov.uk) the data was based on the 2020/21 college year.

The majority of those institutions surveyed were either general FE colleges or sixth from colleges. The latter were transferred many years ago from the school sector, but are mainly still offering a school sixth form curriculum that is more biased towards ‘academic’ subjects than the curriculum found in general FE colleges.

Regular monitoring of teacher preparation numbers over the course of the past decade – see frequent posts on this blog – has identified physics as a subject where trainee numbers for the school sector have regularly failed to meet the target set by government through the DfE’s Teacher Supply Model and subsequent allocations to ITT providers. This has produced a teacher shortage in the subject.

In the FE sector, physics accounted for 0.3% of the teaching [sic] workforce, compared with 0.3% lecturing in chemistry and 0.6% in biology. Because of the presence of vocational subjects, staffing percentages for academic subjects would be lower in the FE sector than in the school sector. As this level, physics is ranked alongside philosophy and just above politics and classical studies in the table of staffing percentages. Even just looking at staffing of academic subjects, physics only accounts for 1.5% of staff teaching academic subjects in the FE sector.

Overall, staff with physics lecturing as their main subject, based on the data from this survey, would seem to mean that there were only around 250 lecturers across the whole of England in the FE sector in 2020/21. A significant minority are likely to be found in the 44 Sixth Form Colleges, with the remainder spread between the 187 general FE colleges. If spread out evenly, this would mean every college would have one lead specialist in physics. I assume the remainder of any teaching of physics is carried out either by part-timers or by those with qualifications that contain elements of the subject.   

There does seem to be a question about the teaching of physics in the FE sector.

Cumulative percentage outcomes by centre type – grade A and above

Level 5 qualifications

Centre type  – Physics% achieving grade in 2019% achieving grade in 2023Difference 2019 and 2023
Other19.4%25.2%5.80%
Further education establishment18.4%17.2%-1.20%
Independent school including city training colleges (CTCs)42.4%47.2%4.80%
Secondary comprehensive or middle school21.7%25.6%3.90%
Secondary selective school25.8%29.2%3.40%
Free schools27.8%31.2%3.40%
Sixth form college24.3%27.0%2.70%
Academies21.1%22.6%1.50%
Secondary modern school/high school37.4%37.0%-0.40%
Ofqual data by Centre

FE establishments, along with secondary modern schools, both saw smaller percentages of grade A and above in 2023 than in 2019. Could this be down to staffing issues or is it a change in the mix of students enrolled or were their students learning more affected by covid?

The workforce data for the FE sector has provided a source of information that leads to many more possible questions about learning and outcomes in the FE sector.