Labour Market Information (LMI) is not perhaps the most popular subject to talk about. But with the advent of open and linked data, LMI is increasingly being open up to wider audiences and has considerable potential for helping people choose and plan future careers and plan education programmes, as well as for use in research, exploring future skills needs and for social and economic planning.
This is a video version of a presentation by Graham Attwell at the Slovenian ZRSZ Analytical Office conference on “Short-term Skills Anticipations and Mismatch in the Labour Market. Graham Attwell examines ongoing work on mid and long term skills anticipation in the UK. He will bases on work being undertaken by the UK Commission for Employment and Skills and the European EmployID project looking, in the mid term, at future skills needs and in the longer term at the future of work. He explains the motivation for undertaking these studies and their potential uses. He also explains briefly the data sources and statistical background and barriers to the wok on skills projections, whilst emphasising that they are not the only possible futures and can best serve as a a benchmark for debate and reflection that can be used to inform policy development and other choices and decisions. He goes on to look at how open and linked data is opening up more academic research to wider user groups, and presents the work of the UKCES LMI for All project, which has developed an open API allowing the development of applications for different user groups concerned with future jobs and future skills. Finally he briefly discusses the policy implications of this work and the choices and influence of policymakers in influencing different futures.
As promised, a post on our stand and presentation at Alt-C on the LMIforAll Labour Market Data project, sponsored by UKCES. Working together with the Institute for Employment Research at Warwick University and Raycom, we have developed a database and APi providing access to a range of data about a wide variety of different occupations in the UK including data about:
The API is self documenting and is available free of charge to both for profit and not for profit organisatio0ns and developers. Working with Loud Source we have run a competition for Apps built on the API and together with Rewired State we have organised a series of Hack Days and Mod Days. We are currently redesigning the website to provide better access to the data and to the different applications that have been built to date.
One strange thing that took people visiting our stand some time to understand was that we were not selling anything (I think ours and Jisc were the only non commercial stands). The second thing was that we were not trying to ‘sell’ them a shiny out of teh box project. To get added value from our database and API requires some thought and development effort on the part of organisations wanting to use the data. We provide the tools, they provide the effort to use them. But when people got that concept they were enthusiastic. And most interestingly they were coming up with completely new ideas for where the data might be valuable. As you can see in our presentation above, we have largely focused on the use of LMIforAll for careers planning. University and Further Education researchers and developers saw big potential using the API as a planning too for future courses and curriculum. Others saw it as a valuable resource for measuring employability, a big agenda point for many UK institutions. It was also suggested to us that the labour market data could be mashed together with data derived from learning analytics, providing possibly a more learner centred approach to analytics than has previously been deployed.
If you are interested in any of these ideas have a play on the LMIforAll web site. And feel free to get in touch if you have any questions.
It is the end of the holidays and time to return back to work. And of course with September starts the autumn conference season. This week I am at the ALT C Conference at Warwick University and then at the European Conference for Educational Research in Porto. More on The ECER conference later.
At Alt C we are organising a workshop on the UKCES open data project (abstract below). And we will also have an exhibition stand. So if you are coming to the conference make sure to drop by the stand – No 16 in the Arts Centre – free coffee and sweets! and say hello.
People make important decisions about their participation in the labour market every year. This extends from pupils in schools, to students in Further and Higher education institutions and individuals at every stage of their career and learning journeys. Whether these individuals are in transition from education and/or training, in employment and wishing to up-skill, re-skill or change their career, or whether they are outside the labour market wishing to re-enter, high quality and impartial labour market information (LMI) is crucial to effective career decision-making. LMI is at the heart of UK Government reforms of careers service provision. Linking and opening up careers focused LMI to optimise access to, and use of, core national data sources is one approach to improving that provision as well as supporting the Open Data policy agenda (see HM Government, 2012). Careers focused LMI can be used to support people make better decisions about learning and work and improve the efficiency of labour markets by helping match supply with demand, and helping institutions in planning future course provision.
A major project, funded by the UK Commission for Employment and Skills, is underway led by a team of data experts at the Institute for Employment Research (University of Warwick) with developers and technologists from Pontydysgu and Raycom designing, developing and delivering a careers LMI webportal, known as LMI for All. The presentation will focus on the challenge of collaborating and collecting evidence at scale between institutions and the social and technological design and development of the database. The database is accessed through an open API, which will be explored during the presentation.
Through open competition developers, including students in FE, have been encouraged to develop their own applications based on the data. Early adopters and developers have developed targeted applications and websites that present LMI in a more engaging way, which are targeted at specific audiences with contrasting needs.The web portal is innovative, as it seeks to link and open up careers focused LMI with the intention of optimising access to, and use of, core national data sources that can be used to support individuals make better decisions about learning and work. It has already won an award from the Open Data Institute.
The presentation will highlight some of the big data and technological challenges the project has addressed. It will also look at how to organise collaboration between institutions and organisations in sharing data to provide new services in education and training.Targeted participants include developers and stakeholders from a range of educational and learning settings.
The session will be interactive with participants able to test out the API, provide feedback and view applications.
Technology Enhanced Learning, at least form a research perspective, has always tended to be dominated by the education sector. Coming from a background in vocational education and training, I was always more interested in how technology could be used to enhance learning in work and in particular informal learning in Small and Medium Enterprises.
Much early work in this area, at least in Europe was driven by a serious of assumptions. We were moving towards a knowledge economy (remarkable how quiet that has gone since the economic crash) and future employment, productivity and profitability, required higher levels of skills and knowledge win the workplace.. Prior to the rise of the World Wide Web, this could be boosted by enhancing opportunities for individual learning through the development of instructional materials distributed on disc or CD ROM. Interestingly this lead to much innovative work on simulation, which tended to be forgotten with the move to the online environment offered by the World Wide Web.
One of the big assumptions was that what was holding back learning in enterprises was the cost of releasing employees for (formal) training. Thus all we had to do was link up universities, colleges and other training providers to enterprises through providing courses on the web and hey presto, the problem would be solved. Despite much effort, it didn’t really work. One of the reasons I suspect is that so much workplace knowledge is contextually specific and rooted in practice, and trainers and particularly learning technologists did not have that knowledge. Secondly it was often difficult to represent practice based knowledge in the more restricted learning environment of the web. A further issue was a failure to understand the relationship between learning nd professional development, work practice and professional (or occupational) identities. That latter issue is the subject on a paper entitled Facilitating professional identity formation and transformation through technology enhanced learning: the EmployID approach, submitted by my colleagues from the EmployID reject, Jenny Bimrose, Alan Brown, Teresa Holocher-Ertl, Barbara Kieslinger, Christine Kunzmann, Michael Prilla, Andreas P. Schmidt, and Carmen Wolf to the forthcoming ECTEL conference. Their key finding is that there is “a wide spectrum of how actual professional identity transformation processes take place so that an ICT-based approach will not be successful if it concentrates on prescribing processes of identity transformation; rather it should concentrate on key activities to support.” They go on to say that “ this is in line with recent approaches to supporting workplace learning, such as Kaschig et al. (2013) who have taken an activity-based approach to understanding and supporting collective knowledge development.”
The following short excerpt from the paper explains their understanding of processes of professional work identity formation:
“Professional work identities are restructured in a dynamic way when employees are challenged to cope with demands for flexibility, changing work situations and skill needs (Brown, 1997). The work activities of practitioners in Public Employment Services (PES) need to be trans- formed due to the changing nature of the labour market. As their roles change, so do their professional identities. Work identities are not just shaped by organisations and individuals, but also by work groups (Baruch and Winkelmann-Gleed, 2002) or communities of practice (Lave and Wenger 1991; Brown, 1997; Ibarra, 2003). PES practitioners in particular need to develop multi-dimensional (individual and collective) professional identities to cope with socio-economic and technological change (Kirpal, 2004). This shift is underpinned by the increased importance of communica-tions skills, a willingness to engage in learning and reflexivity, while reflection on experience over time may be particularly significant in the build-up of implicit or tacit knowledge as well as explicit knowledge (Eraut, 2000). At the individual level, emerging new demands and associated skills shifts generate a potential for conflict with traditional work orientations and associated values, norms, work ethics and work identity patterns of employees. One important focus for support are individuals’ strategies for dealing with such conflicts. While any identity formation process has to be realized by the individual, the process of acquiring a work identity also takes place within particular communities where socialization, interaction and learning are key elements. Therefore, supporting networks, of ‘new’ communities of practice (Lave, 1993; Wenger, 1998; Billett, 2007) and feedback from other practitioners are important aspects on which to focus.”
Baruch, Y. & Winkelmann-Gleed, A. (2002). Multiple commitments: a conceptual framework and empirical investigation in a Community Health Services Trust, British Journal of Management, Vol. 13, No. 4, pp. 337-357.
Billett, S. (2007). Exercising self: learning, work and identity. In: Brown, A.; Kirpal, S.; Rauner, F. (eds). Identities at work. Dordrecht: Springer, pp. 183-210.
Brown, A. (1997). A dynamic model of occupational identity formation. In: Brown, A. (ed.) Promoting Vocational Education and Training: European Perspectives. Tampere: University of Tampere, pp. 59-67.
Eraut, M. (2000). Non-formal Learning and Tacit Knowledge in Professional Work. British Journal of Educational Psychology, Vol. 70, No. 1, pp. 113 – 136.
Ibarra, H. (2003). Working Identity: Unconventional Strategies for Reinventing Your Career.Boston, MA: Harvard Business School Press.
Kaschig, A., Maier, R., Sandow, A., Lazoi, M., Schmidt, A., Barnes, S., Bimrose, J., Brown, A., Bradley, C., Kunzmann, C., Mazarakis, A. (2013). Organisational Learning from the Perspective of Knowledge Maturing Activities. IEEE Transactions on Learning Technol- ogies 6(2), pp. 158 – 176
Kirpal, S. (2004) “Researching work identities in a European context”, Career Development International, Vol. 9, No. 3, pp.199 – 221
Lave, J. (1993). The Practice of Learning. In S. Chaiklin and J. Lave (eds) Understanding Practice: Perspectives on Activity and Context, Cambridge: University of Cambridge Press.
Lave, J. , & Wenger, E. (1991). Situated learning. Legitimate peripheral participation. Cambridge, England: Cambridge University Press.
Wenger, E. (1998). Communities of practice: Learning, meaning, and identity. Cambridge: Cambridge University Press.
First the official stuff (from the press release).
“Talented UK students have won three out of four prizes in a worldwide competition to create a new app to help people develop their career.
The CareerHack open data contest was launched in November last year by the UK Commission for Employment and Skills (UKCES), and asked developers around the globe to build an app based on the UK Commission’s “LMI for All” open data, which contains information on the UK labour market, including employment, skills and future job market predictions.
First prize winner for the competition was Tomasz Florczak from Logtomobile in Poland, who won £10,000 for his innovative Career Advisor app, while 16-year-old school student Harry Jones, from Bath, took home a £5,000 prize for his Job Happy entry.
The contest also had a special prize specifically for entrants aged 16-24 in Further Education. In this category 22-year-old IT apprentice Phillip Hardwick won the £5,000 prize for his entry, Career Path. And judges were so impressed with the quality of entrants from the category that they introduced an additional runner-up prize of £2,500, which went to a team effort from students at Barking and Dagenham College in London.
Competition judge Dr Deirdre Hughes OBE, Chair of National Careers Council and a Commissioner for UKCES, said:
“As judges we were all highly impressed at the outstanding contributions made by our winners, and of the talent and ability being displayed by the next generation of up-and-coming developers and programmers.
“The quality of the submissions was so high we felt the need to introduce an additional prize, but all those that entered should be extremely proud of their efforts.”
The judging panel was made up of technology experts from Google, Ubuntu and HP, alongside representatives from the UK Commission and John Lewis. Judges made their decision based on how innovative the entry was, how viable it was as a working app, the potential it had for making an impact on society and the overall quality of the packaged app.
CareerHack judge Matt Brocklehurst, Product Marketing Manager at Google UK said:
“At Google we’re well aware of the importance of making data open and encouraging young, creative talent. CareerHack was a fantastic example of this and we were very impressed by the high standard of entries from everyone who entered – the fact that three of the four winners are young people at the start of their careers is fantastic news. We hope these prizes will enable them to get a head start down whichever career path they choose to follow.”
Fellow CareerHack judge Cristian Parrino, Vice President of Mobile and Online Services at Ubuntu, added:
“The CareerHack competition demonstrated how an set of open data can be used to cater to the needs of people at different stages of their career paths. It was wonderful to see the different flavours of high quality applications and services built on UKCES’s data.”
LMI for All has been developed by the UK Commission for Employment and Skills, working with a consortium led by the Institute for Employment Research at Warwick University and including Pontydysgu, RayCom and Rewired State.”
Pontydysgu’s bit in all this is managing the technical side. I have to say I was a bit sceptical of producing an APi and then opening it up and encouraging contributions through a competition, but having looked at the videos I am gobsmacked by the inventiveness of teh programmers who entered. We will be looking in more depth at what has been produced. We are also seeking feedback from all those who participated and planning more events later in the year. If you would like to know more (and particularly we would be interested in similar approaches to Open data for Labour Market Information in other countries) please contact me at graham10 [at] mac [dot] com.
The Pontydysgu website is always full of news about the big projects we are involved in, like FP7 Learning Layers or Taccle2. This is pretty inevitable as they take up the majority of our time and budget. However, there are lots of other, smaller Pontydysgu projects running in the background that we rarely post anything about. This is a bit of an oversight because although we often use these projects as test beds for trying out new ideas or as vehicles for piloting specific bits of technology that we then roll together in a much bigger package, they are also successful in their own right.
All of them are running in Pontypridd, (known locally as “Ponty”) which is where the Wales half of Pontydysgu is based. Some are part funded through the LLL Partnerships programme; some are funded in-house. We thought we might write a series of posts on what these projects are all about….
First up is Dysgu Ponty, which translates to Learning Ponty. We chose this name because apart from the play on Pontydysgu (meaning approximately Bridge to Learning), we wanted to convey the idea that the whole community of Ponty was learning and that the town called Ponty was a learning resource.
The project is based on a very simple concept – let’s cover the town with QR codes linked to a learning resource. The codes are being printed on decals (for shop windows), enamel (for the exteriors of building) and on varnished wooden plaques for hanging around trees in the park. Codes come in three colours – red for Welsh, green for the English translation and black for careers.
So far we have 200 and our target is at least another hundred. The town has a population of 30,000 but this covers all of the outlying villages as well. It also has a great sense of community, which means that the level of support has been brilliant. The whole community is involved – schools, the Town Council, shops, businesses, the local newspaper
The link from each QR code goes to a website page on which there is a question that relates to the location. The level is approximately 8 -12 yrs olds. Following the title question is some simple information using a range of multi media. The location of the codes will be on Google Maps and we are currently sorting them out into a ‘Maths trail’, ‘Language trail’, ‘History trail’ etc so that children can choose whether to follow a subject trail or focus on the codes in one part of the town.
The purpose of the project is really to provide a bridge between formal and informal learning and to improve home school links.
We are currently working of a way of ‘rewarding’ children for completing a number of questions – not sure Mozilla badges quite fits. Also thinking about how we can get kids to be able to upload pictures as well as comments. May rethink the platform.
Meanwhile here are some examples of the sorts of things we are talking about
Location: on the bandstand in the park
Location: Outside Costa Coffee
Location: Outside travel agent underneath exchange rates
Location: On the river bank adjacent to the confluence
Location: On the war memorial
Location: Market Street
The Global 2013 STEMx Education Conference claims to be the world’s first massively open online conference for educators focusing on Science, Technology, Engineering, Math, and more. The conference is being held over the course of three days, September 19-21, 2013, and is free to attend!
STEMxCon is a highly inclusive event designed to engage students and educators around the globe and we encourage primary, secondary, and tertiary (K-16) educators around the world to share and learn about innovative approaches to STEMx learning and teaching.
To find out about different sessions and to login to events go to http://bit.ly/1enFDFB
The debate over skills shortages is looming again. For some years national governments and the European Commission have been warning over shortages of qualified workers in Science, Engineering, Technology and Maths (STEM) . Yet a number of studies refute these claims.
A blog post on SmartPlanet quotes Robert Charette who, writing in IEEE Spectrum, says that despite the hand wringing, “there are more STEM workers than suitable jobs.” He points to a study by the Economic Policy Institute that found that wages for U.S. IT and mathematics-related professionals have not grown appreciably over the past decade, and that they, too, have had difficulty finding jobs in the past five years. He lists a number of studies that refute the presence of a global STEM skills shortage. The U.S. Bureau of Labor Statistics, for one, estimates that there was a net loss of 370 000 science and engineering jobs in the U.S. in 2011.
I doubt that figures in Europe would be much different. One of the issues is how to define a ‘STEM” job. In the UK jobs are classified through a system called Standard Occupational Classification. This itself has its problems. Given the desire for comparability, SOC is only updated every ten years (the last was in 2010). In a time of fast changing occupations, it is inevitably out of date. Furthermore jobs are classified to four digits. This is simply not deep enough to deal with many real occupations. Even if a more detailed classification system was to be developed, present sample sizes on surveys – primarily the Labour Force Survey (LFS) would produce too few results for many occupations. And it is unlikely in the present political and financial environment that statistical agencies will be able to increase sample sizes.
But a bigger problem is linking subjects and courses to jobs. UK universities code courses according to the Joint Academic Coding System (JACS). It is pretty hard to equate JACS to SOC or even to map between them.
The bigger problem is how we relate knowledge and skills to employment. At one time a degree was seen as an academic preparation for employment. Now it is increasingly seen as a vocational course for employment in a particular field and we are attempting to map skills and competences to particular occupational profiles. That won’t really work. I doubt there is really a dire shortage of employees for STEM occupations as such. Predictions of such shortages come from industry representatives who may have a vested interest in ensuring over supply in order to keep wage rates down (more on this tomorrow). For some time now, national governments and the European Union, have had an obsession with STEM and particularly the computer industry as sources of economic competitiveness and growth and providers of employment (more to come about that, too).
However, more important may be the number of occupations which require use of mathematics or programming as part of the job. One of the problems with the present way of surveying occupational employment is that there is an assumption we all do one job. I would be pretty pushed to define what my occupation is – researcher, developer, write, journalist, project manager, company director? According to the statistics agency I can only be one. And then how the one, whichever it is, be matched to a university course. Computer programmers increasingly need advanced project management skills. I suspect that one factor driving participation in MOOCs is that people require new skills and knowledge not acquired through their initial degrees for work purposes.
My conclusions – a) Don’t believe everything you read about skills shortages, and b) We need to ensure academic courses provide students with a wide range of skills and knowledge drawn from different disciplines, and c) We need to think in more depth about the link between education and work.
I have written periodic updates on the work we have been doing for the UKCES on open data, developing an open API to provide access to Labour Market Information. Although the APi is specifically targeted towards careers guidance organisations and towards end users looking for data to help in careers choices, in the longer term it may be of interest to others involved in labour market analysis and planning and for those working in economic, education and social planning.
The project has had to overcome a number of barriers, especially around the issues of disclosure, confidentiality and statistical reliability. The first public release of the API is now available. The following text is based on an email sent to interested individuals and organisations. Get in touch if you would like more information or would like to develop applications based on the API.
The screenshot above is of one of the ten applications developed at a hack day organised by one of our partners in the project, Rewired State. You can see all ten on their website.
The first pilot release of LMI for All is now available and to send you some details about this. Although this is a pilot version, it is fully functional and it would be great if you could test it as a pilot and let us know what is working well and what needs to be improved.
The main LMI for All site is at http://www.lmiforall.org.uk/. This contains information about LMI for All and how it can be used.
The APi web explorer for developers can be accessed at http://api.lmiforall.org.uk/. The APi is currently open for you to test and explore the potential for development. If you wish to deploy the APi in your web site or application please email us at graham10 [at] mac [dot] com and we will supply you with an APi key.
For technical details and details about the data go to our wiki at http://collab.lmiforall.org.uk/. This includes all the documentation including details about what data LMI for All includes and how this can be used. There is also a frequently asked questions section.
Ongoing feedback from your organisation is an important part of the ongoing development of this data tool because we want to ensure that future improvements to LMI for All are based on feedback from people who have used it. To enable us to integrate this feedback into the development process, if you use LMI for All we will want to contact you about every four to six months to ask how things are progressing with the data tool. Additionally, to help with the promotion and roll out of LMI for All towards the end of the development period (second half of 2014), we may ask you for your permission to showcase particular LMI applications that your organisation chooses to develop.
If you have any questions, or need any further help, please use the FAQ space initially. However, if you have any specific questions which cannot be answered here, please use the LMI for All email address lmiforall [at] ukces [dot] org [dot] uk.
The future of libraries
The NMC Horizon Project, an ongoing research project designed to identify and describe emerging technologies likely to have an impact on teaching, learning, and creative inquiry has released its library edition. Six key trends, six significant challenges, and six important developments in technology are identified across three adoption horizons over the next one to five years, giving library leaders and staff, they say, a valuable guide for strategic technology planning.
The NMC Horizon Report > 2015 Library Edition identifies “Increasing Value of the User Experience” and “Prioritization of Mobile Content and Delivery” as short-term impact trends driving changes in academic and research libraries over the next one to two years. The “Evolving Nature of the Scholarly Record” and “Increasing Focus on Research Data Management” are mid-term impact trends expected to accelerate technology use in the next three to five years; and “Increasing Accessibility of Research Content” and “Rethinking Library Spaces” are long-term impact trends, anticipated to impact libraries for the next five years or more.
Online Educa Berlin
Are you going to Online Educa Berlin 2014. As usual we will be there, with Sounds of the Bazaar, our internet radio station, broadcasting live from the Marlene bar on Thursday 4 and Friday 5 December. And as always, we are looking for people who would like to come on the programme. Tell us about your research or your project. tell us about cool new ideas and apps for learning. Or just come and blow off steam about something you feel strongly about. If you would like to pre-book a slot on the radio email graham10 [at] mac [dot] com telling us what you would like to talk about.
Diana Laurillard, Chair of ALT, has invited contributions to a consultation on education technology to provide input to ETAG, the Education Technology Action Group, which was set up in England in February 2014 by three ministers: Michael Gove, Matthew Hancock and David Willetts.
The deadline for contributions is 23 June at http://goo.gl/LwR65t.
Social Tech Guide
The Nominet Trust have announced their new look Social Tech Guide.
The Social Tech Guide first launched last year, initially as a home to the 2013 Nominet Trust 100 – which they describe as a list of 100 inspiring digital projects tackling the world’s most pressing social issues.
In a press relase they say: “With so many social tech ventures out there supporting people and enforcing positive change on a daily basis, we wanted to create a comprehensive resource that allows us to celebrate and learn from the pioneers using digital technology to make a real difference to millions of lives.
The Social Tech Guide now hosts a collection of 100’s of social tech projects from around the world tackling everything from health issues in Africa to corruption in Asia. You can find out about projects that have emerged out of disaster to ones that use data to build active and cohesive communities. In fact, through the new search and filter functionality on the site, you should find it quick and easy to immerse yourself in an inspiring array of social tech innovations.”
Our Wikispace for teaching and learning
Join our Sounds of the Bazaar Facebook goup. Just click on the logo above.
We will be at Online Educa Berlin 2014. See the info above. The stream URL is http://uk2.internet-radio.com/tunein.php/soundsofbazaar/playlist.pls