My 2016 post on Geopolitics and macroeconomics

Sometimes it is worth re-posting something I have written before on this blog rather than writing a new post. Recently, I wrote about my thoughts about how education, and schools in particular might be affected by the current global war. In 2016, well before the AI revolution, I wrote a wider-ranging piece about macroeconomics and geopolitics that also considered advancements in technology, without actually referencing AI. I thought it worth re-publishing the post that first appeared on:

So here it is in full and unedited.

Whether the world is a more dangerous place this January isn’t for me to say. However, to balance my short-term views about teacher supply problems I thought it worth thinking about what the combined effects of a downturn in China; tensions in the Middle East; falling oil prices and the possibility of rising interest rates might do to the longer-term teacher supply position.

An analysis of data over the past fifty years suggests teacher supply problems ease when the economy is subdued or in recession. Whether there is a direct link between these two facts may be arguable, but while there is a need to educate children there will be a need for teachers. Again, over the past fifty years, there have been massive strides in technology since the famous BBC programme of the late 1970s ‘The chips are down’ about the microprocessor revolution. Classrooms have adapted to make use of the new technology, but there has been no seismic shift away from traditional patterns of pupil teacher numbers. Indeed, in secondary schools over the past decade, pupil-teacher ratios have even improved, according to DfE data.

The recently reported growth in home schooling may be the first signs of a coming revolution, driven by parents no longer satisfied with the current model of schooling. Tablets, TVs and computers can provide more learning power than any school library of a couple of decades ago. What is needed is the means of instruction and the method of motivation to keep youngsters on task. How much more likely is that in a home environment than when youngsters are faced with the distractions caused by 25 or 30 other children: could learning me more focused and take less time in the home than the classroom?

No doubt, parents would still want children to socialise in order to learn team games, sing together and undertake risky science experiments under the control of a qualified person. However, that might mean only sending your child to school for a couple of days a week. Such a shift might also boost the market for tutors as parents just buy in specific skills where their offspring are facing issues with learning.

As the BBC recently highlighted, the spirit of enterprise is abroad in Britain at the present time. I am sure that there are many developers in both large companies and small start-ups eying what could be a lucrative market that has world-wide potential; some of which will be on display at BETT.

Such a shift in technology from a labour intensive to a technology driven learning process could have a profound effect on both the need for teachers and the spending by the State on education. However, in the short-term, the geopolitical and macroeconomic signals might suggest that if a downturn is coming then teaching might benefit from renewed interest as a career choice.

As I have said at several conferences recently, I am one of the only people that might see benefits from a slowdown in China, even if it only reduces the inflow to that country of UK teachers to work in the growing international school market.

However, with the allocations for 2016 entry into teacher preparation courses set and fewer places available on non-EBacc subjects than in 2015, none of this will matter before 2017 unless, as in 2009, any downturn in the world’s economy bring back greater numbers of returners into teaching: such an effect could dramatically alter the picture of teacher supply, even for 2016, were it to come about.

ITT – 9 subjects with fewer offers than March last year

Despite the increase in applicants for secondary ITT courses, from 21,436 in March 2025, to 27,352 this March, ‘offers’ from course providers are down in nine different subjects this March when compared with March 2025. The subjects with fewer offer so far this year are:

SubjectOffer March 2026Offer March 2025% change
Art & Design36645119%
Biology33271353%
Classics273421%
English99010324%
Geography29247639%
Modern Foreign Languages73382111%
Music13617321%
Physical Education104311499%
Religious Education20825518%

 I think one can discount both Physical Education and English from subjects where the declines are of concern. Elsewhere, the changes in bursary support are obviously having an effect. Those biologists that can do so are now applying for Chemistry – where there is still a bursary, and offers are up from 441 last march to 675 this March – but the overall offer across the two subjects are still below last March at 997, compared with 1,154 last March.

It is the arts subjects that seem to have been most badly hit. This is not surprising given the changes to the bursary scheme that saw the bursary axed completely for music and religious education, and reduced for biology from £26,000 to just £5,000, while it increased to £29,000 for chemistry.  French and Spanish also lost their £26,000 bursaries. The reduction in ’offers’ in geography, down by 39% may also be due to the cut in the bursary from £26,000 to just £5,000.

Given the need for fewer teachers in the future, as secondary school rolls start to fall, these changes to bursaries do look like a gamble. How much of a gamble will be clear when the DfE finally announces the ITT training targets. But my hunch is that music and religious education along with geography will join the list of subjects not hitting their targets unless the current global war affects graduate recruitment in the summer. Will there be a late surge of new graduates looking to teaching, similar to that during the early months of the pandemic in 2020? The jury is out for the moment, but such a surge would not surprise me. However, as a precaution, reinstating a scholarship in the arts subjects might be a wise precaution. This might make it look less like a -U- turn than a reinstatement of the bursary.

Elsewhere in the data, candidates form the ‘Rest of the World’ accounted for 30% of all candidates this March, compared with 21% last March.  The DfE really does need to show how this increase affects different subjects and how many of these candidates will be likely to receive a visa to both learn and then teach in England? Can we afford to waste funds on those with no prospect of teaching in England, while depriving potential home candidates of bursaries.

As expected at this time of year, there has been more interest from career changers than university students, with those under 24 showing an increase over last year of just 1,000 compared with an increase of more than 4,900 from those in the 25-39 age groupings.

It’s a funny old world

On the day when nurses look as if they will join resident doctors in demanding more pay, figures about applications from graduates to train as a secondary school teacher hit decade high levels, even after removing the degree apprenticeship numbers from the totals. This month, according to DfE data, 58,880 candidates have submitted one or more applications to train as a teacher. This compares with 46,696 list July and 45,000 in 2108, before the pandemic. Initial teacher training application statistics for courses starting in the 2025 to 2026 academic year – Apply for teacher training – GOV.UK

This July, there were 36,283 candidates applying to train as a secondary school teacher, compared with 17,997 wanting to train as a primary school teacher.

By comparison in July 2018, 26,060 women had applied, whereas in July 2025 that had increased to 31,439. However, applications from men had increased from 12,680 in 2018 to 18,904 this July

Traditional higher education and SCITT courses still account for the bulk of the routes into teaching selected by candidates. However, candidate numbers on traditional salaried routes were down this July, from 8,927 to 7,636, but that may be partly the 7,332 candidates that have applied for the Postgraduate teaching apprenticeship route, up from 6,433 last July.

The new Teacher Degree Apprenticeship route that has attracted 1,079 candidates so far this year. This is a new route and, presumably isn’t open to graduates.

Although applicant numbers from the ‘rest of the world’ group are down this July, from 9,586 in July 2024, to 8,563 this July – this number still represents nearly 20% of all candidates.

Some subjects, including art, physical education, physics, mathematics and computing have recorded their highest level of ‘offers’ this year since the 2013/14 recruitment round. How many are multiple offers or from candidate’s not able to fulfil visa requirements won’t be known until the courses start in just over a month’s time.  Interestingly, offers for English courses are below the number of offers made in July 2024.

Despite the significant increase in candidate numbers, some subjects will not hit their targets set by the DfE this year. Subjects most likely to miss their targets are business studies, drama, religious education, music and design and technology. In English, it looks touch and go at this moment in time as to whether or not the target will be hit.

In some subjects, such as physical education, where the target is 725, there is a risk of a significant overshoot in offers. Such a situation might leave large numbers of trainees with additional debt and little chance of a teaching post in England next summer. The DfE will need to be alert to this issue, especially if the growth in ‘AI’ changes the labour market for those with degrees in physics and mathematics, so as to make teaching look like an interesting career at current salary levels.

It would be a funny old world if incentives to train as a teacher had to be switched from mathematics and the sciences to English and the arts.

Schooling and the relentless march of technology

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?

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

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?

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

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?

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