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.

Ministers; music matters

Yesterday, in this blog, I wrote that music courses preparing new teachers for our schools had the highest conversion rate of applicants to offers for any subject. By June this year, some 63% of candidates have been offered places. This compares with just 27% of candidates applying to become a business studies teacher. This data comes from the DfE’s monthly updates on recruitment into these courses.

I also pointed out that the 325 candidates offered places by June this year, of the 565 that have applied, meant that the DfE’s target for new entrants of 565 was unlikely to be met ,making 10 missed targets in the last 11 years.

Music ITT recruitment

Recruiting yearJuneSeptemberdifferenceITT censusTarget% filled
2014/153103605035348173%
2015/163403703035739989%
2016/172903102029539375%
2017/182503106030040973%
2018/192403208031239280%
2019/20360480120469385122%
2020/213904203038654071%
2021/222282875929247062%
2022/232012302921679027%
2023/242883789033182040%
2024/25326565

The table shows that the only time the DfE target for music was met was during the initial covid year, when there was a surge of applications for teacher preparation courses. Even in that year, the 469 trainees recorded at the time if the ITT census in the autumn would not have been enough to meet the target for this year of 565.

Between June and September new offers made have ranged from 120 in the covid year to as low as 20 in 216/17. Based upon last year’s figure of 90 new offers, and assuming this year is a little better and that 100 new offers are made, would mean a figure of around 426 offers by September, still more than 100 adrift of the target for this year that has been set at a more sensible level of 565 compared with the targets for the previous two years.

In passing, it is worth recording that adding shortfalls into future targets is not a helpful exercise, especially as all schools start the year fully staffed. Doing so also makes the percentage of target filled number misleadingly low, as with the 27% of the 2022/23 recruitment round.

Collecting this data together isn’t just of interest to data watchers. There is a serious issue here that is also linked to the cutbacks in university courses currently underway.

Imagine a scenario where the civil servant in charge of teacher supply and training meets his opposite number in charge of universities over coffee one lunchtime this summer. ‘I have just seen the data on ITT music offers and we risk not hitting our target again this year’.  ‘Bad luck’, the other replies, ‘but if universities cut music courses, won’t that make it even more difficult for you in future years?’ ‘You cannot let that happen, as we need graduates for teaching’. ‘Sorry, universities are free agents, and music courses are not in fashion right now.’ ‘What shall we do?’ ‘Perhaps we can write a joint paper for the PS mentioning apprenticeships’ ‘Good idea, job done.’  ‘After all music is an important export industry, and we mustn’t let it go the way of design and technology in our schools.’

Last week I attended a concert in Dorchester Abbey where in the course of a week pupils from 41 primary schools came together to sing their hearts out. We must ensure that music is available to all of them when they transfer to secondary schools.

Big range in candidate’s chance of becoming a teacher

The latest ITT data for applications and offers for course starting this autumn was published by the DfE this morning. Initial teacher training application statistics for courses starting in the 2025 to 2026 academic year – Apply for teacher training – GOV.UK Normally, the data appears on the last Monday of the month, so this moth’s data is a week early. However, at this stage of the year the early publication probably doesn’t make much of a difference to any analysis of the data.

The good news is that the DfE allocations or targets, call them what you will, have already been exceeded in some subjects; even before any Teach First data has been added to these numbers. However, what matters is how many of the ‘offers’ turn into trainees on the ground when courses start. Based on previous years, it seems likely that this will turn out to a good year for the government and schools, but challenges still exist in some subjects.

At least four subjects, business studies; design and technology, music, and religious education won’t meet their targets this year. This is despite music having the highest conversion rate of applicants to offers of some 63%. By comparison, business studies has the lowest conversion rate of just 27%. It is possible that both classics and drama might also fall short of their targets this year, but the jury is still out.

SubjectTarget 2025/26June offersJune applicationsoffer to candidates’ ratio
Business Studies90025593427%
Chemistry730730243230%
Physics1,4101431476330%
Others2,520399117934%
Mathematics2,3002321621637%
Religious Education780397102939%
Biology9851275330339%
Total Secondary19,270161003848142%
English1,9501648393742%
Classics60419543%
Computing895895201544%
Art & Design680817165050%
Geography935854171250%
Design & Technology965587117450%
Modern Languages1,4601418272352%
Drama62026950154%
History790924166356%
Physical Education7251514263957%
Primary7,65087901527358%
Music56532551663%

For some subjects the ‘offers’ are well in excess of the targets/allocations, with physical education have offers double the requirement, and a high ratio for offers to candidates. The cash this will bring to universities through fees will no doubt be welcome, but is it a good use of taxpayers’ money? If the Teacher Supply modelling is correct, many of these trainees might struggle to find a teaching post in 2026: not a phrase I have written recently.

I am curious as to where the more than 4,700 physics candidates have come from? If those with offers turn up, then that will be really good news, but I think we need clarity about the numbers and their reliability in predicting trainee starters this autumn.

Although all regions have seen an increase in candidate numbers, the Midlands have seen a fall in candidate numbers as measured by the region of the training provider. There is an imbalance between provider regions with just three regions; London, the North West and the South East accounting for the bulk of ‘offers’. As some providers are located in one region but provide wider, and even national coverage, this should not be an issue, but is worth monitoring, especially in the subject that won’t reach their targets, for any regional shortages.

Still, for many admissions tutors in ITT this will be their easiest summer for more than a decade. 2026 might be even better.

A Virtual School for those missing school?

The House of Commons Education Select Committee inquiry into SEND has been in existence for around six months. Such was the volume of evidence submitted to the inquiry that some of the evidence has only just been published. Among the submitted evidence published this week was that from Oxfordshire County Council. committees.parliament.uk/writtenevidence/137147/pdf/

The section of their evidence that interested me most was contained in paras 15-17 about the idea of a virtual school.

Online schooling

15. Oxfordshire County Council’s Virtual School, a service which supports children in our care with a suitable educational placement that meets their needs, has taught the council some valuable lessons in maintaining an educational presence for children.

16. Some children with SEND, especially those for whom education in a school or other education institution is not appropriate, are supported through an ‘Education Other Than At School’ (EOTAS) mechanism. EOTAS provision is usually intended to be short-term, with the goal of finding a more suitable school placement for the young person as soon as possible.

17. We believe it would be worthwhile for the government to explore the creation of a virtual school to support the needs of children with SEND, for whom education in a school setting is not appropriate. This would enable every child to remain on the roll of a school, maintaining funding and visibility for them, and continuing their education whilst a more appropriate long-term placement can be found. Such a school might also be appropriate for other children missing education, such as those arriving with EHCPs mid-year, when no immediate special school places are available. A virtual school would therefore be able to provide continuity of education.

This is an interesting idea that might merit some further discussion as it would clarify the role of the State in educating all children where the parents have entrusted their education to the State.

I wonder whether such a school might also be where excluded pupils could be enrolled if a new school or Alternative Provision has not been found for them. Unlike to present Virtual School for children in care that operates where children are on the role of an actual school, and provides additional support, the New VS would be an actual school, and could require virtual attendance twice a day to help with checks on progress and attendance.

Enrolment in such a VS would also ensure no child was missing school, as too often happens at present when pupils either arrive mid-year into a local authority or are excluded from a school with no new destination.

Such a virtual school might significantly reduce expenditure on private providers as well as ensuring parents did not have to complain to the Local Government Ombudsman that their child had fallen off the radar. Every child in the authority that parents want the State to educate would then be receiving an education every day of the school-year. The school would be free to offer after-school activities and to bring groups of its pupils together where learning in person was appropriate.

The aim should be to manage resources so that children pass through the VS on their way to a learning placement that is suitable for them.  As such, it should replace most packages of ‘education other than at school’ that were never originally designed to be long-term solutions, and too often leave pupils with no check on their development and limited group activities, even on-line where children cannot physically meet together.

Whether the VS could provide all the extras, such as work with animals or other individual sporting instruction in some EHCPs is an interesting area for discussion. Where it clearly aids learning it should be delivered and the volume generated by pupils at the VS should help provide more cost-effective services and coherent local authority wide provision. The VS might also be responsible for monitoring the learning outcomes for pupils where the local authority is paying for pupils to attend fee-paying schools or colleges.

Solve the High Needs Block statutory override issue now

June is the time of year when local authority Directors of Finance start thinking about the budget for the following April. HM Treasury is doing the same thing for the government but, with a Spending Review just announced, their task this summer should be much easier than usual as Ministers have already negotiated with the Chancellor. Directors of Finance have no such protection and are bound to produce a balanced budget for councillors to approve or face the prospect of having to issue a s114 notice and default, as some councils have already had to do in recent years.

It was very surprising not to see an announcement in the recent Spending Review about the statutory override many upper tier councils are carrying on their balance sheets,

The statutory override on council balance sheets is a result of overspends on council’s High Needs Block spending that finances the pupils and young adults with special educational needs in their local area. (SEND)

There are suggestions that a significant number of upper tier authorities with be unable to present a balanced budget for 2026/27 to councillors next February for approval unless something is done about the present statutory override that currently ends in March 2026. If nothing else is put in place, some councils will not be able to present a balanced budget and hence will default.

The simple answer would be to extend the override until March 2027 to see what the White Paper on SEND, now promised for the autumn, will bring. That move just buys time for a longer-term solution.

I wonder whether the DfE thought local government re-organisation might be a way of dealing with the deficit when new councils were being formed. After the results of May’s elections, I cannot see the present government wanting to push ahead with reorganising councils and creating new elected Mayors if such a move were to hand more victories to their opponents, and notably to the Reform Party. If reorganisation grinds to a halt that route out is no longer available for solving the issue of the override.

Another alternative is to switch the 2% precept on Council Tax from adult social services to SEND and let the NHS take the strain on funding for the mostly elderly residents currently being paid for out of the local government funding 2% precept. Such a move would not be popular but could be possible. As it wasn’t in the Spending Review it seems unlikely.

The DfE could rearrange their spending and transfer the consequences of falling pupil numbers from the Schools Block to increase the High Needs Block and do the same for the Early Years funding to keep it constant on a per child basis but recognise fewer children means less total spending. Such a move would affect funding for schools and early years setting with falling rolls.

Do nothing and councillors in Parties running councils will return from their summer breaks to be confronted with a list of serious reductions in services and personnel that might be needed in 2026. Such reductions won’t be efficiency gains, but unacceptable cuts on the level of a fire sale.

Solving the problem of the statutory override between now and the parliamentary recess for the summer should be the number one priority for all involved with education and local government. Not to do so would have consequences that are unthinkable.

The situation regarding the statutory override should not have reached the present position. In my view, it would be a gigantic failure of political will if it is not solved now.

Mixed messages on teacher retention in latest data

How long do teachers stay in service? The DfE comment in their analysis of the latest data that Retention rates for teachers increased for both the newest teacher cohort who qualified in 2023 and for second year retention for those who qualified in 2022, while decreasing for most earlier cohorts compared to the equivalent measure last year.

Now after a period where retention rates have been declining that’s good news, and with the worsening general labour market and an older teacher workforce than in recent years, I expect retention rates to continue to improve over the next few years.

However, the improvement is something of a mixed blessing. Teachers with longer service tend to cost more, and if schools are funded for average salary costs, more schools will find the pay bill higher than the funding, especially as pupil numbers drop.

At the same time, higher retention rates mean fewer vacancies as rolls fall unless schools receive real increases in their funding that allows additional teachers to be recruited (the Spending Review will answer that question).

If past history is anything to go by, then different regions of the country will be affected differently. My guess is that retention rates will be lower in London and the Home Counties, and higher the further north and west you travel across England. This improvement in retention rates is bad news for job hunters, and also bad news for recruitment agencies that make their profits from schools advertising vacancies unless schools’ resort to only offering one-year contracts that are not then renewed.

Any reduction in job opportunities may also be bad news for teachers trying to return to work in the United Kingdom from abroad. Add in the decline in the number of pupils in private schools, some 11,000 in the latest data, when compared with the previous year’s data, and that might be somewhere around 750 less jobs in that sector in one year.

Although retention is better for the first two years of service in the latest data from the DfE, rates still have some way to go to return to levels of twenty years ago.

% in service after each year of service2003 entrantsLatestDifference
19189.7-1.3
28580.5-4.5
38173.2-7.8
47870.2-7.8
57667.6-8.4
67564.6-10.4
77362.5-10.5
87060.6-9.4
96859.2-8.8
106657-9

The table compares the latest data with the 2003 entry cohort survival rates for their first ten years of service. So, 66% of the 2003 cohort were still in teaching after ten years, but only 57% of the 2014 cohort were still in teaching after ten years.

The table shows an alarming difference for teachers with six to seven years of service, the group that might be expected to be taking on middle leadership positions. Hopefully, the new pay rise will be a further incentive to persuade teachers to to quit. Knowing why they do quit, and where they go, is some other data the DfE might wish to share with everyone.

Ethnic minority groups still excluded from teaching

Yesterday, the NfER published a report about ethnic minorities and the teaching profession; from entry to leadership. Ethnic disparities in entry to teacher training, teacher retention and progression to leadership – NFER sponsored by Mission 44.

This is an issue that has concerned me for the past 30 years since I first wrote an article for the then NUT (now NEU) in their magazine abut the future of the teaching profession. The article asked whether or not the teaching profession was destined to be ‘young, white and female’. A decade later, I produced two reports for those in government responsible for teacher recruitment about, firstly, all minority groups in 2008, and then specifically ethnic minority groups in 2011. The latter report concluded the following:

‘Of three hundred graduate would-be teachers; 100 each from the Asian, Black and White groupings used in this study:

 24 of the white group, 14 of the Asian group and just nine of the Black group are likely to fulfil their aspiration of teaching in a state funded school classroom.

Even in the sciences, where shortages have been the greatest out of three hundred would-be science teachers there would be only some 34 White teachers, 17 Asian teachers and 11 Black teachers.’ (Howson, 2011 author’s copy)

The NfER report has concluded over a decade later that:

There are significant ethnic disparities in postgraduate ITT rejection rates among UK-domiciled applicants that are not explained by differences in applicant and application characteristics. The persistence of ethnic disparities that are not explained by the applicant characteristics that we can observe in the available data suggests that discrimination by ethnic background is likely to play a role, although we cannot definitively rule out other factors (such as differences in qualification levels or work experience).

In the 2008 report I helped produce, we also concluded that it was sometimes challenging to identify rationales for outcomes about ITT recruitment.  Take an example of a course with 20 places and 100 applicants; 60 women and 40 men. Assuming all are graduates with the same class of UK degree – unlikely, but there can be too many variables to make easy judgements possible – how do you allocate places. One possibility is on a first come, first served basis. So, if men apply later than women, as is often the case for new graduates, they may find all the places allocated by the time that they apply.

A fair distribution might be 12 women and 8 men offered places, based upon all applications. Now add another category, ethnicity. Where do you place that, ahead of gender? Again, what of the timing of applications. Should there be a cut-off date for ITT applications whereby all applications received by that date are assessed together, rather than on a first come, first served basis, as at present?

A further complication is around differential rates of application. Historically applications from those identifying as black African males were mostly received by a small number of courses. Even if those courses only took those applicants, there would still be an issue at the macro level, and no other groups would have access to those courses.

In 2008, we also discovered larger courses were generally better at recruiting diverse cohorts from a larger pool of applicants. Does a move to a more school-based ITT system make recruitment of minorities more or less likely?

This is an important issue for society, and one that I hope this latest report helps stimulate discussion around whether changes are needed in ITT.

6,500 more teachers: is Labour’s pledge dead in the water?

Last week, I wrote the following in this blog:

The Spending Review also needs to come clean on what the pledge around the 6,500 extra teachers means, and how they will be paid for? The IFS makes the point that the college sector needs more than 6,500 extra lecturers to cope with the fact that rolls there won’t be falling over the next few years, and any added working in adult learning will put up the demand for lecturers even more. Switching funds to the college sector solves the issue of how to pay for these extra staff, but will leave the secondary sector with a pupil-teacher ratio in many areas little different to what it was 50 years ago. Hard times for schools ahead? More thoughts on funding schools, ahead of the spending Review | John Howson

Will, we will know if it is hard times, status quo going forward or genuinely more cash for the school’s sector on Wednesday, when the waiting and teasing will finally be over.  

However, there appears to be news about the pledge to create an additional 6,500 teachers that formed part of Labour’s 2024 general election campaign. Labour said that they would:

Enable school staff to help our children to succeed

  • With over 6,500 more teachers in schools
  • All new teachers to be qualified
  • A new national voice for school support staff
  • A Teacher Training Entitlement for all our teachers
  • Everyone in our schools treated with the respect they deserve. Labour’s plan for schools – The Labour Party

According to the tes, and other sources, the pledge of 6,500 more teachers is dead in the water. Labour ‘abandons’ manifesto pledge to hire more teachers This follows the publication of the annual workforce data by the DfE showing that unsurprisingly showed that with falling rolls, the number of teachers in the primary school sector actual fell between November 2023 and November 2024. The primary school total of teachers dropped by about 2,900, while the number of secondary and special school teachers, as well as those working in pupil referral units, went up by about 2,350.

Now, Labour can argue that the November 2024 data was based upon the funding of schools under the previous Conservative government, and they would be correct. However, it would make the pledge even harder to achieve if it was assumed that the 6,500 additional teachers were to be added to the November 2023 total that was the latest figure at the time of the general election.

Creating more than 7,000 additional teaching posts was just never going to happen, especially as the Institute for Fiscal Studies has pointed out that there is a staffing crisis in the further education sector, and that’s where funding for any addiitonal staffing probably ought to be directed first.

Will Labour pull a rabbit out of the hat between now and Wednesday, after all it was VAT on private schools that was supposed to be used as hypothecated cash to fund the extra staff. We shall see what is announced.

And what of the other pledges? Will there be a new national voice for support staff already being told that they are less valuable that teachers by being awarded a lower pay increase: bad news for the beleaguered special school sector.

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

A broken system: not just mismanagement

When searching the DfE website this morning for the latest numbers about schools and pupils to allow me to compare the number of teachers per school for different subjects, I was distracted into looking at the number of ‘open notices’ from the DfE to Councils across England. Currently they total around 30 such notices and there are others that have been closed in recent times. These notices refer to the provision of either special needs (SEND) or children’s social services.

There really must be something wrong with a system where nearly 20%, or one in five, of all upper tier local authorities have such notices that are issued to councils for ‘poor’ or ‘inadequate’ performance. I had expected the majority of such notices to be for SEND services, but in fact half are for Children’s Social Services. This raises the question of whether in some authorities, and especially smaller unitary authorities, there is the funding to cope with both SEND and Children’s Social Services?

Of the local authorities with ‘open’ improvement notices for children’s social services, most are small metropolitan districts of unitary authorities.: Liverpool, Nottingham City and the counties of Herefordshire and Worcestershire are the exceptions. The pattern for SEND notices is different, with six counties, four metropolitan districts, four unitary councils and one London borough with ‘open notices.

What is striking about both lists is the geographical split. The relative absence from the list of well-funded London boroughs – only three appear, and only one in the SEND list, compared with eight metropolitan districts really is worthy of note and discussion. Comparing the distribution with my recent report on pupil teacher ratios does suggest that funding, or the lack of it, may play a part.  

If the 16 other authorities with closed notices since 2020 are added to those with ‘open’ notices, then almost a third of all local authorities have been on the ‘naughty step’ with the DfE and Care Quality commission so far in this decade.

If that percentage and the split between types of authorities doesn’t raise questions about why and why some authorities are more likely to be faced with improvement notices than others, then I think we have a serious lack of inquiry.

The relationship between the size of an authority and competence to deliver high quality services is important, both because of the Reform Party’s pledge to cut out waste, and the Labour government’s intention to reform local government. Both need to be seen in light of this list. Is bigger better, or is local government outside London just not well-enough funded

Of course, I must declare a personal interest, since I look over as Cabinet Member for Children’s Service (excluding SEND) after Oxfordshire received a ‘notice’ in the autumn of 2023 about the quality of its SEND provision.

To some extent with SEND, authorities are at the mercy of the NHS, over which they have little power, and that relationship with SEND needs to be investigated thoroughly. Penalizing democratically elected local government for the failing of a nationally run NHS is neither fair not equitable. That the government’s funding of the High Needs Block may add to local government’s problems also needs to be taken into account. Oxfordshire is in the bottom 30% for SEND funding.