Tag Archives: teacher supply

More or less: which way for the future?

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The BBC has recently run an interesting piece about the relationship between class sizes and teachers’ salaries, based upon some OECD data. The article headed ‘when class sizes fall so does teachers’ pay’ is an interesting thesis. https://www.bbc.co.uk/news/business-47281532 However, how does it relate to the first law of economics that when there is a shortage of supply, and demand remains consistent, either the price will rise or substitution will take place?

The nightmare scenario for government is that facing the secondary sector in England at present. Pupil numbers are on a rising curve, at least until the middle of the next decade. This means more funding will be required, even if the unit of funding per pupil falls in real terms. At the same time, there is a labour shortage that is growing worse in some parts of the curriculum.

Hence, demand for more cash for schooling since, as the BBC pointed out, it is a fact of school life that staffing costs, and especially the cost of teachers, consumes the largest part of any school budget. However, schools are competing with other government services for cash and it seems likely that in England, however hard the teacher associations press their case, the cash needed for the extra pupils will come before any significant uplift in funding per pupil.

So, to that extent, larger classes is one way to fund better pay for teachers. However, most schools, and especially secondary schools, are constrained about how far class sizes can be increased, due to the physical nature of their buildings and the dependence on a classroom based building model.

In England, there may be the space to increase pupil-teacher ratios, perhaps back to where they were around the turn of the century, but that is likely to come from altering contact ratios – the amount of time teachers spend in the classroom – as much as from increasing class sizes. The trade-off of worsening contact ratios will almost certainly be a rethink about workload, since making the job of a teacher look even harder won’t help recruitment into the profession.

There is one helpful point for the government in England, but probably not for parents, and that is the fact that in England children have no right to be taught by anyone with knowledge and training in the subject they are teaching. Indeed, in extremis – nowhere defined except in very vague terms – children can be ‘taught’ by those with no background knowledge or training in what they are asked to teach. So long as there are enough people willing to be teachers, then pay can be kept under control. And, as everyone knows, there are plenty of arts and social science graduates for whom a teaching salary can still look attractive.

Today The Pearson Group published its annual results. Might their experience point to another way forward? The substitution of capital – in the form of IT and AI – for labour? So long as the learner is engaged, as there are in higher education, this may well be part of the way forward. But, for those that see schooling as a struggle between the generations, rather than the development of future wealth and happiness, the physical presence of a teacher overseeing learning has much to recommend it.

Who that teacher might be, and how well they will be paid, will, I am sure, still feature large in the future debates about the economic of education.

 

Recruiting teachers from overseas post BREXIT

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The time left to complete the Migration Advisory Committee’s (MAC) survey on shortage occupations is fast running out. The time limit was extended until the 14th January. The MAC is the government’s advisory body that can determine whether vacancies are sufficiently difficult to fill that in the teaching profession they should be regarded as a shortage subject and eligible for working visa arrangements.

Since the MAC’s last report on the teaching profession, published two years ago in January 2017, the outlook for the labour market for the secondary sector, where pupil rolls are on the increase, has deteriorated markedly. The MAC needs to be persuaded to look at a wider range of subjects than they accepted for their 2017 study. The MAC also needs to confront the issue of regional shortages within a national picture of sufficient supply. Is it realistic to accept shortages in London and the Home Counties just because there are no shortages in the North East or South West?

In the private sector, it can be argued that wages can be altered to encourage movement between regions. Such an argument is more difficult to sustain when there is a national pay review body setting national wage structures, as in the teaching profession. Although academies can pay whatever they like, and other schools can use recruitment incentives, it seems logical that the Treasury will use national pay norms when calculating the funding for schooling allocated to the DfE. The fact that private schools can set fees only makes matters worse, since 50% of such schools are located in and around London, just adding to the demand for teachers in that part of England.

The Data from the DfE in the ITT census of 2018, Table 10, also shows a decline back to the levels of 2012/13 in QTS awards to teachers trained in other EEA countries, with a decline of more than 300 awards to teachers from Spain, a country that has supplied nearly 2,000 teachers each year awarded QTS since 2010/11.

The MAC does need to consider the evidence they use of the demand for teachers. I will declare an interest here as chair of TeachVac. The use of data from an American company, Burning Glass, in the 2017 MAC report may have produced a slightly distorted picture, as Burning Glass seem to have counted not just ‘real’ vacancies, but also apparent vacancies. It is difficult otherwise to explain figure 4.4 of the MAC’s 2017 Report that identified several thousand vacancies being advertised in August of each year from 2014-2016. Any detailed analysis of the labour market for teachers would reveal much lower ‘real’ advertisements during that month, but lots of placed by agencies for ‘a teacher of’ not related to a specific post in a specific school. Since TeachVac only counts jobs attached to a specific school, the evidence is of a better quality. The same will be the case for the DfE’s new site and for publications such as the TES.

Better quality data might reveal a different profile of shortage subjects to those identified by the MAC in 2017, including both design and technology and business studies. The MAC will also have to discuss the fact that schools generally advertise for a teacher of science and the supply of biologists means there is not a shortage of science teachers per se, but of teachers of physics and to some extent chemistry as well.

I look forward to the MAC review and I hope that they will consider the ‘real’ evidence about teacher shortages when conducting their new analysis.

Teacher Analysis Compendium 4

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In my last blog post I drew attention to the Teacher Analysis Compendium 4 – subtitled Analysis of teacher supply, retention and mobility, and recently published by the DfE at: https://www.gov.uk/government/statistics/teachers-analysis-compendium-4 in my last post I reviewed the application the DfE has also created for this work, although unlike most apps this is largely designed around on-line use and might be a challenge for mobile phone users if not for those with larger size tablets.

Anyway, the Compendium contains useful and often unique insights into the following areas of the teacher workforce:

Subject Knowledge Enhancement courses for potential trainees (SKE);

Teacher Subject Specialism Training (TSST);

Time series analysis of teachers in England using Teachers’ Pensions Scheme data;

Teachers returning to the profession;

The pool of qualified teachers who are not currently teaching in the state-funded sector;

Entrants and leavers to the teaching profession;

Retention of Newly Qualified Teachers;

Annex –missing teachers’ characteristics.

In times past, these type of statistics would have appeared in the annual Volume of Statistics on Teachers that were part of a series of education statistics put out by the Department each year. Whether either ad hoc compendiums of this nature or a regular series of volume of statistics is the best way for data of this type to be presented to the outside world is not for me to judge.

One area of debate that is likely to emerge from the consideration of the data in the Compendium is whether there ought now to be a more regional approach to the provision of teacher preparation places to meet the growing demand over the next few years, especially in and around the London area? This was something the National Audit Office raised in their Report of a couple of years ago.

The compendium might have usefully contained a table showing where completers obtained their first job in terms of whether it was within the same region or a different region from where they trained. Using the northings and eastings available it might also be possible to determine the relative distance from the training base the first job was obtained. Tracking the movements of these teachers might also be illustrative of how mobile the teaching force is and at what stages in their careers?

The work on Subject Knowledge Enhancement courses for potential trainees (SKE) is particularly interesting, as this is a growing area of the market for potential teachers. Such courses have the capacity to bridge the gap between an increasingly diversified higher education system, where degrees no longer match the needs of subjects taught in schools, if they ever really did, and the desire for specific subject knowledge from those that enter the teaching profession.

In a future Compendium, a look at the degrees of these that enter our primary schools might merit a section. Are primary schools still too heavily dominated by Arts and Humanities graduates that lack in-depth knowledge of science and mathematics and are the preparation course able to remedy any deficiencies to an acceptable level without sacrificing the knowledge and skills of trainees in other subject areas they may not have studies for several years?

 

 

Leavers, remainers and entrants – new data from the DfE

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Last week, the DfE published the snappily titled Teacher Analysis Compendium 4 that brought together a series of notes about the state of recruitment, retention and training within the state-sector teacher workforce. The link to the document is: https://www.gov.uk/government/statistics/teachers-analysis-compendium-4

I am highly delighted to recommend the new tool that analyses the data relating to entrants; leavers and remainers. Regular readers will know that I have complained regularly that the percentage of the cohort remaining wasn’t backed by the actual numbers of the cohort remaining. Now everyone can see both sets of data: a great improvement and one worth saying thank you to civil servants for taking the time and effort to create.

If you have an interest in teaching take time to drill down into the data for say, secondary remainers by government region and compare inner London with the North East. I won’t put a spoiler alert here. There are many different combinations that interested researchers can create from the data and I am sure that it won’t be long before research papers and conference talks start using this data.

The one drawback is the historical nature of the data. Sadly, it cannot tell anything about whether the direction of travel has changed since the latest year in the tables – now two years ago – and that can be important information when there are changes in the labour market and alterations in the direction of the size of the school population. Fortunately, job boards such as TeachVac, and presumably the DfE’s own site, can provide up to the minute information of the operation of the job market.

Another shortcoming of the DfE data it that it cannot tell anything either about the crossover between the state funded and private sectors or between schools and further education. Both are useful pieces of data for policy makers. Job boards can advise on trends in recruitment in the private sector and it ought to be possible to link schools and further education data together at least at a high level.

University teacher trainers will no doubt be pleased with what the data says about retention over both the longer and shorter terms of their trainees in non-LA maintained schools. However, it would be helpful to have definitions of reference groups such as EBITT and where non LA Maintained schools refers to the school only when it was a non-maintained school or all data for that school during the time period by linking URNs together where a school has changed status?

Perhaps the most frightening of the tables is the one showing an age breakdown of teachers leaving the state sector. The table identifies three age groupings that might be described as; younger; mid-career and approaching retirement age. The increase across many of the subjects in departure percentages among the younger age group and also the actual numbers must be of concern, especially against the background of a rising secondary school population. These young teachers are the leaders for tomorrow. To provide but one example: the number of female teachers of English under the age of 35 leaving increased from 770 in 2011 to 1,123 in 2017 and that must be a concern.

For anyone interested in teacher recruitment and retention this is an invaluable resource. Thanks again to the DfE.

UK Music Talent pipeline concerns

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UK Music, is the industry-funded body established in October 2008 to represent the collective interests of the recorded, published and live arms of the British music industry.

To quote from their website, UK Music promotes the interests of record labels and music publishers (major and independent), songwriters, composers, lyricists, musicians, managers, producers, promoters, venues and collection societies through collective representation. https://www.ukmusic.org/about/

At the Liberal Democrat Conference this week UK Music published a pamphlet entitled ‘Securing our talent pipeline’ https://www.ukmusic.org/news/securing-our-talent-pipeline

As they acknowledge, the UK music industry is doing well at present. It grew by 6 per cent last year and is now worth £4.4 billion to the economy with the live music industry contributing around £1 billion. However, that is exactly the time to reflect on the future.

UK Music say that while the immediate outlook is promising, there is growing evidence of a looming crisis in the music industry’s talent pipeline – a pipeline that they rely on for future stars and one that is a vital part of their industry’s eco-system.

Schools form an important part of developing that talent pipeline, so I thought I would take a look at the evidence from TeachVac, the vacancy site for teachers where I am chair of the board. www.teachvac.co.uk about recruitment and the supply of teachers of music.

The headline statistic is that music in our schools, as a classroom taught subject, is more of a shortage subject than mathematics. Sadly, TeachVac doesn’t keep data on instrumental and other specialist music teaching at this point in time.

Despite cuts to the curriculum in state funded schools, there have been more than 600 vacancies for main scale classroom teachers recorded so far in 2018 by TeachVac. This is slightly down on the 632 vacancies recorded by this point in 2017, but not significantly so. The previous two years, 2015 and 2016 recorded around the 550 vacancies mark by this point in September.

Allowing for better coverage in 2017 and 2018 by TeachVac, there doesn’t seem yet to have been a collapse in demand for classroom teachers of music. However, there are significant regional differences. Around half of the vacancies recorded in 2018 were from secondary schools in either London or the South East, the regions with the largest concentration of independent schools and the best funded state schools. Relatively few vacancies have been recorded from schools in the North East so far in 2018.

The real cause of any shortage of teachers of music is the failure of the DfE to attract enough trainee teachers of music over the past few years, and especially for entry into teacher preparation courses in 2017. Last September, the DfE estimate in the Teacher Supply Model was for 409 music teachers; 295 were recruited according to their census of trainees. This year, by the middle of August, potential trainee numbers were slightly below the same period in 2017 and on target for around 280 trainees overall.

Allowing for failure to complete for various reasons, this means the number of new entrants in 2019 could be in the range of 250-275 for the 4,000 or so secondary schools across England. Turnover would need to be as low as five per cent to ensure sufficient new entrants, even assuming the distribution across the country was as required: an unlikely situation.

So, music may well be a subject of concern in 2019 and UK Music are right to worry about the long-term consequences for their industry and the UK Economy.

 

 

 

Law of unintended consequences

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The news that Prof Dame Jocelyn Bell Burnell has been awarded a Breakthrough Prize for the discovery of radio pulsars is long overdue recognition for her part in this research. Her decision to use the award to donate her £2.3m winnings is a noble gesture, to be applauded and hopefully recognised in other ways by a grateful nation.

The money will go to fund women, under-represented ethnic minority and refugee students to become physics researchers. Such a use for a scheme, to be administered by the Institute of Physics, is also an inspiring use of the cash from the award, especially if it attracts additional funds from other sources, since by itself even £2.3 million won’t go very far these days. If it generates £150,000 of annual interest at current rates it will be doing well.

So a good idea but, if the scheme is to fund undergraduates in Physics to conduct graduate research that they currently cannot afford to undertake, who will be the loser. Keen readers of this blog can anticipate what will come next. Assuming the stock of undergraduates remains the same, at least in the short-term, and the number undertaking research increases, rather than just substituting under-represented groups for existing entrants into research, then some other post-degree employment routes will find a reduction in the supply of Physics graduates. Might this affect the numbers going into teaching? Of course, if the pool of research places remains the same and we substitute under-represented groups for those currently taking the places that won’t be the outcome.

Much may come down to how the Institute of Physics designs the scheme and works with providers of research places to implement it, especially in the early days of the scheme.

There is a need for more undergraduate places in Physics, again to facilitate more entrants from under-represented groups in society, and from those where the teaching they receive isn’t at the highest level.

The DfE calculates that the state-funded school sector will need around 1300-1350 new entrants in each of the next few years, to maintain the required teaching stock of teachers of Physics. Fortunately, the age distribution of the present Physics teacher workforce seems unlikely to create a retirement boom anytime soon.

However, the last few years have seen insufficient new entrants to meet the DfE number for the expressed need. As a result, any further diversion away from teaching and into research would potentially affect some schools ability to recruit teachers of Physics, even if only for a few years, if these researchers then chose to enter teaching at a later date. If they didn’t, having been provided the opportunity to conduct research, then there would be further pressure on teacher supply. Of course, a recession either resulting for problems in emerging markets of because of Breixt might create a new cadre of potential Physics teachers. However, is that a risk worth taking? The DfE could try to import Physics teachers, but it is not clear how well such schemes have progressed in the recent past. Creating more university undergraduate places linked to teaching as a career might well be worth exploring further. The only other suggestion on the table seems to be paying Physics teachers more than those in subjects where there is no shortage. I discussed that idea in an earlier post.

 

Welcome for BERA Bites series

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BERA, The British Educational Research Association today publishes the second in its series of BERA Bites https://www.bera.ac.uk/researchers-resources/publications/issue-2-educational-leadership-are-our-schools-fit-for-the-future

The BERA Bites series presents selected articles from the BERA Blog on key topics in education, presented in an easily printable and digestible format to serve as teaching and learning resources for students and professionals in education. Each collection features an introduction by editors with expertise in the field, and each article includes questions for discussion, composed by the authors, prompting readers to further explore the ideas and arguments put forward in the original articles.

This second BERA Bite is especially of interest to this blog as it contains a post from almost exactly two years ago. The post appeared on this blog on the 7th September 2016 and you can read it be either downloading the BERA bits of searching the archive on this blog for September 2016. The post was entitled ‘Recruitment, Retention and Region The three ‘R’s’ challenging school performance in England’.

I am grateful to BERA for putting this series together. It is a new form of peer review to have blog posts reviewed as well as more formal articles and the BITES series can become useful teaching aids for particular topics if kept regularly up to date. The issue of relevance is key. I turned to writing a blog, partly because for 11 years I wrote a variety of weekly columns for the TES and partly because, in a fast moving area such as the labour marker for teachers, writing academic articles is fine and dandy, but by the time they appear they are often only of historical interest in terms of policy development.

This is best seen in the series of posts on this blog during August 2013, when I wrote a post on the 7th August predicting a teacher supply crisis in London starting in 2014. The subsequent posts show the government reacted to my conclusions. Had I written an article for an academic journal about a possible teacher supply crisis and submitted it in August 2013, some reviewers might have rejected it as lacking sufficient evidence and, even if sufficiently articulate and scholarly, neither outcomes I can guarantee to produce, it would have been sometime in 2014 before it saw the light of day.

This is not to argue for the demise of academic journals, their place is firmly established in the academic discourses but to welcome the move BERA and others are making to recognise that some areas of education policy move at a different pace to others and may need different forms of discourse and that there is a need for teaching materials prompting readers to further explore the discussions put forward in the original articles.

So, please do read the BERA Bites both 1 & 2 and let BERA know what you think of the new series. If you are not a BERA member, but a regular reader of this blog, then you might want to consider whether it would be worth joining BERA, even if only for the access to the range research and information it provides to those interested in education.

How has teacher expertise changed recently?

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Following on from the previous post about today’s EPI study, I thought that I would update the Table from the Migration Advisory Committee report on teacher expertise, with the findings of the 2016 and 2017 School Workforce Census.

The percentage of hours taught in a typical week to pupils in years 7 to 13 by teachers with no subject relevant post A-level qualification
2010 2011 2012 2013 2014 2015 2016 2017
Maths 16 16 18 17 20 18 12.8 12.9
Physics 21 24 26 26 28 25 24.6 24.8
D&T 11 15 18 17 19 17 14.2 14.1
ICT 48   44 41 39 44 38 30.6 31.3
English 12 13 15 15 17 13 9.6   9.8
Geography 11 16 18 18 17 14 12.5 12.9
History 10 13 15 15 15 11 8.6   8.8
PE   9 11 12 11 11   7    4   3.8
Source School Workforce Census as included in the Report of the Migration Advisory Committee with 2016 & 2017 data added.

Now, there is a teacher shortage and this blog had a spot of bother back in the summer of 2014 when it first revealed a possible teacher supply crisis. It is also accepted that teacher shortages overall and of those most appropriately qualified are likely to be most significant in schools with higher levels of deprivation than in areas of affluence. It is also worth recalling that pupil numbers in secondary schools were falling in the years up to 2016, and that budget pressures can also play a part in determining class sizes as well as availability of qualified teachers.

In further posts today, I will examine the UCAS data both for August this year, as a predictor of the 2019 supply side of the teacher labour market and then consider how 2019 compares with the previous two years for August’s in relation to the expectation of trainee numbers.

There is room for a genuine debate about how the teacher stock can be best used to provide the best outcomes for all pupils. But, that may require a degree of intervention by government not acceptable in a capitalist economy: hence, presumably, EPI’s suggestion of market based solutions. The failure of the attempts by the coalition government, of which David Laws the head of EPI was a serving Minister in the DfE, to create either a National Teaching Service or a method of providing head teachers to challenging schools, shows how complicated the labour market in teaching can be when no one body has overall control and budgets are allocated to individual schools. But, that debate has been well-rehearsed already on this blog.

There is also the issue of where increasing recruitment into training would mean more teacher unemployment? Can the system absorb more trainees? Evidence from TeachVac www.teachvac.co.uk suggest that in mathematics that might be a challenge to employ increased numbers of trainees as there are unlikely to be many suppressed vacancies and increased supply might not be met be increased demand, unless those already teaching maths and regarded as under-qualified were either redeployed or made redundant in some way. Could making someone redundant to replace them with someone doing the same job, but with different qualifications, see some employment law challenges?

Fortunately, rising pupil numbers offers a way out of that dilemma, as does harnessing modern technology effectively to assist the teaching and learning process.

Frugal innovation

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I heard this term used this morning in an interview broadcast on the BBC from the Hay Festival. My first thought was that is exactly what TeachVac has been trying to achieve. The best solution at the lowest price. Next week marks a key point in the 2018 recruitment cycle for schools. Serving teachers must have resigned by the 31st May, in most schools, if they are to leave at the summer and either retire or take up another position. Some may also opt to change to part-time working.

By the end of next week schools will know the shape and size of the challenge facing their staffing arrangements for September. Most will either be fully staffed or perhaps have a last minute vacancy because of the promotion of an existing colleague. A few schools will be facing real challenges in completing their staffing and may be looking to either change the curriculum or find the best fitting person still available in the market.

At TeachVac www.teachvac.co.uk we have provided a free service to schools and teachers for the past four years and alerted thousands of teachers to possible job opportunities. All this has cost nothing to anyone.

Since 2016, the DfE has been engaged in a process of establishing a similar service and the £984,000 contract was awarded in February to digital specialists DXW according to a recent article in SchoolsWeek. This sum is far in excess of the total operating costs of TeachVac since its inception. I don’t regard the DfE’s efforts as a frugal innovation even to meet government IT standards.

There has been changes across the recruitment market in the past two years. The TES has launched a subscription service and from next month SchoolsWeek will revise its recruitment advertising rates and stop its print version https://schoolsweek.co.uk/schools-week-is-changing-were-going-digital-first/ Along with other players such as eteach and The Guardian, as well as many local authorities, these services all charge schools for advertising vacancies.

TeachVac is free and up and running successfully. The DfE site doesn’t appear to have made it into BETA testing before the end of the key 2018 recruitment cycle. Ministers really do need to ask whether they are creating a value for money service and whether a joint arrangement between interested parties from across the education scene might create a better and cheaper option that could be operational nationally from September.

Next week TeachVac will be looking to identify the schools with the most vacancies so far in 2018 and comparing them with their profile on free school meals and attendance measures. I was asked about this at the recent APPG on the teaching profession, held last Monday at Westminster. The DfE won’t be able to answer this question before 2020 at the current rate of progress, whereas TeachVac can do so now. TeachVac can also identify the requirements of schools advertising vacancies in composite subjects such as modern languages – is German dying out as a language being studied – and how bad is the crisis in physics – do schools ever mention the word in their adverts for science teachers? TeachVac has already alerted schools to teacher shortages in various subjects and expects to publish more alerts next week.

 

 

 

Most trainees teach close to where they train: no surprise there

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Last week the DfE published the fourth in their series of publications about teacher supply. Entitled, ‘Analysis of teacher supply, retention and mobility’ it can be accessed at https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/682892/SFR11_2018_Main_Text.pdf Like the three earlier publications, it takes the School Workforce Census and the ITT Performance Profiles as the main sources for its data. As the authors make clear, this publication ‘aims to generate new insights, be an accessible resource to stimulate debate, improve the public understanding of our data, and generate ideas for further research, rather than to provide authoritative answers to research questions.’ (page2).

Much of the ground the document covers will come as no great surprise to those familiar with this field. However, there is a welcome aspect to this series of documents showing after many years of official neglect and even disinterest that these concerns are now finding more favour with the DfE as part of understanding the issues around the labour market for teachers. However, as our own TeachVac’s recent report into turnover of school leaders in the primary sector during 2017 shows, there remains much more work to be undertaken before the labour market can be fully understood.

Key features of the analysis by the DfE are that post ITT employment rates stand at 85% for the latest cohort where data is available, up from 75% for the 2009/10 cohort. However, the DfE still cannot count entrants into the independent sector; FE or Sixth Form Colleges so probably around 90% of postgraduates may enter some form of teaching after qualification.

Perhaps, not surprisingly, SCITTS have higher employment rates than HEIs. I suspect this is because more HEI trainees are likely to end up in teaching posts not covered by the DfE methodology and SCITT can offer teaching posts directly to their trainees. The existence employment outside the state funded school sector is given extra credence by the low outcomes on the employment measure for some pre-1992 Universities with only trainees in secondary ITT subjects.

Also, of no surprise given the distribution of ITT places, especially in the primary sector, is the fact that the North West region has the lowest outcomes for employment and the East of England the highest. A higher percentage of primary trainees end up in the state sector than do secondary trainees, again not really a surprise.

Most trainees start to teach close to where they train and then are more likely only to move locally. This means that many teachers may spend their careers in the same region. In 2015, possibly because of less competition from returners and a great number of vacancies than in 2010, a year during the recession, the distance travelled by new entrants was shorter. Young male graduates from HEIs were likely to move further than trainees from SCITTs.

Interestingly, teachers were more likely to move to schools with the lowest two Ofsted grades. This may be because such schools might shed staff after an inspection creating more vacancies than in schools with better ratings.  Overall, a part time female primary teacher has a 94.7% chance of moving 50 kilometres or less compared with 82.1% for a full-time male secondary teacher. Again, this is probably not surprising given that the former may have a stake in a community and a partner with employment locally. Their choice may be between either a local job or no job, whereas a male secondary teacher may be motivated to choose on a wider set of criteria including type of school and salary on offer.

The DfE conducted some interviews as a part of this work and recruitment difficulties featured as more of a concern than retention, with great concern over some secondary subjects: again, probably no great surprise.

Along with the recent work by NfER in the field of teacher retention, this study is worth reading and although the DfE support the value of a national teacher supply model, as indeed I do, there may be some benefit in evaluating whether some regional rebalancing of teacher preparation places might be appropriate.

However, if trainees cannot be recruited then, however, good the modelling, the outcome will always be that some schools will be unable to recruit the teachers they need and deserve. With rising pupil numbers driving demand for teachers, any shortfall in recruitment into training is eventually likely to affect school and pupil outcomes.

On Thursday, the next set of UCAS data on recruitment to training for 2018 will be published. The data will be watched closely and reported on this blog.