Archive for the ‘Lifelong learning’ Category

The challenges of open data: emerging technology to support learner journeys

September 1st, 2014 by Graham Attwell

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.

The challenges of open data: emerging technology to support learner journeys

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.

Developing the capacity to mdoernise workplace learning

June 21st, 2014 by Graham Attwell

I like Jane Hart’s work on learning in organisations. And I like this presentation on 20 small changes to modernise the workplace learning experience. However, I am not so sure that the changes she advocates are so small. True each one on its own may represent just a small step forwards. But to be effective the changes need to be taken together. And that requires a big change on organisational practice. Many, if not most, organisations, especially Small and Medium Enterprises do not have the capacity to take these steps. That is why in the Learning Layers project we see capacity building as central to developing technology supported informal learning in SMEs. Capacity involves the confidence and competence of trainers and others who support learning, the understanding and support of managers, the physical infrastructure and perhaps most critically the culture of organisations.
We are working to produce an ‘e-learning readiness tool’ to help organisations assess where they are in termsn of capacity and plan the steps they need to take in order to develop tehir capacity. I will publish a draft of the tool in the next few weeks if anyone is interested.

Using technology to support informal learning in SMEs

June 11th, 2014 by Graham Attwell

Last week was the deadline for submissions to the Online Educa Berlin 2014 conference. I like Online Educa. If nothing else, it is a great end of year opportunity to catch up with colleagues and friends from around the world. And it is also a great opportunity to engage in wider dialogues around the work we are doing. Online Educa has for some years been experimenting with the format of sessions and attempting to introduce more interaction, rather than just slides and talk. This year they are limiting presenters to just five slides. And they have asked everyone submitting a proposal to send  short video describing their proposed session.

So here is my video. It is based on the work we are doing in the EU funded Learning Layers project, developing and implementing technologies for informal learning in Small and Medium Enterprises.

Learning literacies do not come free with the latest technology

May 21st, 2014 by Graham Attwell

I have always liked David White’s ideas about digital visitors and residents. And in the training sessions we run we find an increasing individual differentiation in people;s confidence and competence in using digital technologies. In this video David White (@daveowhite, http://twitter.com/daveowhite) of the University of Oxford explains how the Visitors and Residents model provides a framework to understand individuals’ engagement with the Web based on motivation and context. In part 1 of this series, he argues that the metaphors of ‘place’ and ‘tool’ best represent the use of technology in contemporary society and allow us to better adapt to the challenges of new forms of academic practice.

What is happening with Learning Analytics?

April 7th, 2014 by Graham Attwell

I seem to be spending a lot of time looking at the potential of various technologies for supporting learning at work. I am not talking here about Virtual Learning Environments. In the construction industry we are looking at how mobile devices can be used to support learning and knowledge sharing between the different contexts of the vocational school, the industrial training centre and the workplace. And through the Employ-ID project we are looking at how to support continuing professional development for workers in public employment organisations across Europe.

None of these is particularly easy. Pedagogically we looking at things like co0counselling and at MOOCs for professional development. And another target on our horizon is Learning Analytics. Like so many things in technology advanced learning, Learning Analytics launched with a big fanfare, then seems to haver sunk under the surface. I was excited by the potential of using data to support learning and wanted to get in there. But there seems to be a problem. Like so often, rather than looking to use the power of Learning Analytics to support learners and learning, institutions have hijacked the application as a learning management tool. Top of the list for UK universities at least is how to reduce drop out rates (since this effects their funding). Rather than look at the effectiveness of teaching and learning, they are more interested in the efficiency of their approach (once more to save money).

So we are back where we have been so many times. We have tools with a great potential to support learners, but institutional managerialism has taken over the agenda. But perhaps I am being overly pessimistic and looking for information in the wrong places. If anyone can point me to examples of how to use Learning Analytics to support real learning please post below.

NB. Another issue concerning me is how to tell users what data we are collecting and how we are using it. Once more, does anyone have any pointers to good practice in this respect

 

Survey on online learning in the UK

January 14th, 2014 by Graham Attwell

The Guardian newspaper has published the headline results of an interesting survey of people in the UK, undertaken in conjunction with the Open University. I’ll comment on a few of the findings.

48% of (presumably those with degrees) stated that they felt their degree has been beneficial in terms of getting a job in today’s economic climate. And that leaves a somewhat surprising 52% who felt their degree had not helped them get a job! Over 50% of 18-24 year olds feel obliged to get additional qualifications – once more possibly casting doubt of the value of an initial degree, especially given how expensive higher education is in the UK.

39% if those who have spent time developing their skills have done so online and one in five people have done or are currently doing an online course. However 45% said they would only consider doing an online course if it led to an official certificate and only 8% had heard of MOOCs.

This leads to a lot of questions. Sadly the original data – including the wording of the questions is not available on the Guardian web site. It would also be important to know more about how the sample was selected. And whilst the form of the presentation is graphically engaging, I am not sure how useful such headlines are for serious research.The Guardian has published the survey to Extreme Learning, “a special series run in association with the Open University, which will examine how online learning is evolving – and what this means for students, lecturers and universities.”

The problem with the launch article is that they appear to be conflating online learning with MOOCs and then using current academic and press scepticism about MOOCs with the future of online learning. I suspect that after the MOOC hype dies down MOOcs will become another a regular part of the online learning scene. But they will be by no means the only part. And once more depending on how the sample was selected, its seems to me more remarkable that 8% of the population has heard about MOOCs rather than the 92 per cent who had not.

The accreditation issue is concerning. Here i have only questions. To what extent is it the case that employers do not recognise learning achievement without certification and to what extent is that a perception by learners. If it is so, is this a cultural peculiarity of the UK, or a wider phenomenon (I know that in Spain everything seems to have a certificate). What chance does this give for initiatives like Mozilla badges to take off and what would they have to do to get badges (socially) recognised.

I hope the Guardian and the Open University will move on to consider other forms of online learning. In particular I would hope they think about informal and self directed learning which is probably more important than all the online university courses put together. And I hope too they look at work based and vocational learning, rather than just focusing on university courses.

 

 

 

The Erasmus Plus programme, innovation and policy in Europe

December 19th, 2013 by Graham Attwell

We sometimes forget the role of politicians and policy makers as major stakeholders in education and training. Yet decisions, particularly at the level of structures, qualifications and funding have a major say in how education and training is provided in different regions and countries.

Despite the limitations on their power in the filed of education and training, in the last two decades the European Commission has come to play a major role through their sponsorship of various funding programmes. Probably the most important has been the Lifelong Learning Programme (LLP), sponsored by the DG Education and Culture. The LLP, which ended earlier this year has funded a series of sub programmes for projects and exchanges for higher education, vocational education and training , schools and adult education, with a transversal programme around policy, language learning and the use of technology for learning. And although sometimes seemingly over bureaucratic, in general the programme has worked well.

The major thrust of the LLP, as the name suggests, has been to promote innovation and social inclusion for lifelong learning. At the same time exchange programmes like Erasmus and language projects and the development of a European educational credit programme have promoted mobility and discourse between institutions, teachers and learners.

Now the EU has adopted a new programme, called Erasmus Plus. Although claiming to be a continuation and further development to the previous programmes, Erasmus Plus is very different. Apart from lip service, at first glance (of the over 200 page guidelines) there appears little focus on lifelong learning. With limited exceptions, innovation and the exchange of best practice also no longer appear to be a priority for Europe. Instead the major focus is on individual exchanges visits between institutions and institutions and companies. It is not difficult to guess why. The European Union is panicking at the level of youth unemployment and the potential instability this may cause. And to ameliorate the impact of youth unemployment they are diverting resources into producing temporary education and training opportunities. Spending on education and training is not a bad answer to the economic crisis. Indeed it is noticeable that whilst the UK and many other European countries have been cutting back on education spending and provision, Germany has been increasing the number of university places as a reaction to the crisis. However I cannot help thinking that the new Erasmus Plus programme is a short term answer and that moving away from proper funding of innovation and the development of new practices and pedagogies of teaching and learning represents a retrograde move. Of course, the LLP and successor programmes were only ever supposed to be additional and transnational programmes, on top of national and regional initiatives and funding. But the reality has been that in the face to such severe cutbacks in expenditure of educational research and development they have become an important source of funding for educational innovation in many European States.

It is possible that I am not properly understanding the new programme. I hope so. But at least on first reading, it seems to be a reaction to many different and countering lobby groups, with concessions made to the strongest of the lobbies. The only hope is that as it is put into action, some coherence and sense may emerge.

 

Where are the real skills shortages?

September 13th, 2013 by Graham Attwell

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.

About theory and practice

June 20th, 2013 by Graham Attwell

We have been running a series of workshops for the RadioActive project on developing internet radio stations. Part of this is about content and part around the technical side of streaming internet radio.

In theory the technical side should be easy – we take a series of feeds – from microphones, MP3 players, from a computer and mix them through a 8 track mixing deck before returning the signal to the computer, streaming it to a streaming server in London and hence to the internet. Indeed, so easy we thought it, that we designed the technical training as a breakout session from the main workshops.

We were wrong. The struggle with the technocracy has proved to be the main problem with the RadioActive project. And we came to realize the problem. We had showed people how to set the computer and deck up. But we had not explained the underpinning theories and ideas behind the audio set up. Fine if it all worked our of the box. But if it didn’t then without an understanding of what different components are doing, it is mighty hard to diagnose where the problem is.

Secondly we paid insufficient attention to the issue of leveling. Fairly obviously different inputs will have different levels (just like people – I am make an incredibly loud input). And one of the skills of the technician is leveling those inputs, both using presets during a sound check and adjusting the faders (and if necessary, the gain) during the broadcast. Also, post processing on pre-recorded items can help in getting a common level.
I could sort of operate the deck and system myself. But I had just picked it up as I went along and had no real knowledge of what the different buttons did.

And one of the issues was that people kept asking for us to tell them the ‘right’ why to do it, when , in truth there are many different ways to set the system up. But, once more, to understand the different possible set ups, which is useful when you discover you have left a key connecting cable behind, means having a more theoretical understanding of what we are doing than just following a diagram.
So we have revamped our technical training for internet radio. We have turned it into a two-day module and are experimenting with outcomes based accreditation. Dirk delivered the first workshop for the London partners two weeks ago. And I followed the same programme in Bucharest with our partners from Romania.

One of the critical aspects is we go far further into the theory, explaining what each part of the equipment does before even trying to connect it all up.
And it seems to work. Our Romanian partners broadcast a wonderfully smooth programme last Friday lunchtime. We still have some things to learn – we had forgotten to teach them how to use remote recorders. But the programme is getting set on the right course. Next step I think – is to try to produce some open educational resources and multimedia to supplement the face to face training

Reaching out to Developers

May 27th, 2013 by Graham Attwell

One of the things I am working on in the Learning layers project is user engagement.

Learning Layers is based on user centred design model, involving end users and organisations in developing solutions to promote both formal and informal learning using technology in clusters consisting of:

  • Small and Medium Enterprises.
  • Regional Education and research institutions; typically upper secondary level and tertiary level)
  • regional authorities, national and European – policymakers responsible for incentive systems for regional growth and innovation, and for developing policies and initiatives for initial and continuing vocational education and training
  • Investors, banks, investment funds, business angels, public bodies- funding and supporting innovation.

Engaging with users and involving them in design of new solutions is also part of the research strategy. Layers researchers obtain research data from the interaction with users in the design based research model.

I am basing the strategy on a model of open innovation and will publish more about our ideas on this over the next few days. One of the things is to move away from the traditional project approach of dissemination of the end results to potential users and stakeholders to a model based on active participation – and on an architecture of participation. We have produced a table of different stakeholders in the project and are trying to understand from what direction their interest might come, what they want to get out of the project and what active contribution they might make.

Based on this we are putting forward a number of concrete initiatives the project can take over the next three and a half years.

One such idea is Layers PBL, standing for Layers Problem Based Learning, Practice Based Learning or Project Based learning depending in your way of looking at it (I see it as all three). This involves connecting outwards to engage with student groups, who in computing or business ICT are often required to undertake a one semester programme undertaking a real project in conjunction with companies.

We have piloted this approach with a team of students from HsKA, the Technical University of Karlsruhe. They are working on an idea for an app based on talks we had with a doctor at a Layers meeting held in Bradford earlier this year. The idea is that in their limited free time (in the car between appointments and meetings) users can reply to a series of questions on their phone. They can move between questions through a voice command and the app will communicate with a webs interface to produce a transcript of their answers which can then be edited and downloaded. The web interface also allows people to build their own (scaffolded) sequence of questions – which we call a stack – and to share them with other users if they wish. They can also rate different stacks.

So far it is going pretty well. The web interface is pretty much finished and they are now developing the mobile interface. The students are using SCRUM programming with weekly sprints. We usually meet online for about 20 minutes a week for them to present their progress and for us to provide feedback.

Last week I talked with Chris Whitehead who ia programmer with Tribal, another partner in the Layers project. Chris has helped develop m-learning. a content development tool for mobiles. And he suggested that we could link the app being developed by the Karlsruhe students (code named Reflect) to the m-learning application. I talked about this to Andreas Vratny, one of the Karlsruhe lead developers, on Friday. And hey presto, by Sunday we had an API and an OAuth system to allow single log in to the two systems.

The present version of the app is being developed for the Android operating system. We will release it on the Pontydysgu site as soon as it is ready, as well as on the Android store. If it catches on we will try to port it to iOS. And we are thinking about extending our development activities to further universities with a the development of a Layers Design Library to support developers. If anyone is interested please get in touch.

 

  • Search Pontydysgu.org

    Social Media




    News Bites

    Cyborg patented?

    Forbes reports that Microsoft has obtained a patent for a “conversational chatbot of a specific person” created from images, recordings, participation in social networks, emails, letters, etc., coupled with the possible generation of a 2D or 3D model of the person.


    Racial bias in algorithms

    From the UK Open Data Institute’s Week in Data newsletter

    This week, Twitter apologised for racial bias within its image-cropping algorithm. The feature is designed to automatically crop images to highlight focal points – including faces. But, Twitter users discovered that, in practice, white faces were focused on, and black faces were cropped out. And, Twitter isn’t the only platform struggling with its algorithm – YouTube has also announced plans to bring back higher levels of human moderation for removing content, after its AI-centred approach resulted in over-censorship, with videos being removed at far higher rates than with human moderators.


    Gap between rich and poor university students widest for 12 years

    Via The Canary.

    The gap between poor students and their more affluent peers attending university has widened to its largest point for 12 years, according to data published by the Department for Education (DfE).

    Better-off pupils are significantly more likely to go to university than their more disadvantaged peers. And the gap between the two groups – 18.8 percentage points – is the widest it’s been since 2006/07.

    The latest statistics show that 26.3% of pupils eligible for FSMs went on to university in 2018/19, compared with 45.1% of those who did not receive free meals. Only 12.7% of white British males who were eligible for FSMs went to university by the age of 19. The progression rate has fallen slightly for the first time since 2011/12, according to the DfE analysis.


    Quality Training

    From Raconteur. A recent report by global learning consultancy Kineo examined the learning intentions of 8,000 employees across 13 different industries. It found a huge gap between the quality of training offered and the needs of employees. Of those surveyed, 85 per cent said they , with only 16 per cent of employees finding the learning programmes offered by their employers effective.


    Other Pontydysgu Spaces

    • Pontydysgu on the Web

      pbwiki
      Our Wikispace for teaching and learning
      Sounds of the Bazaar Radio LIVE
      Join our Sounds of the Bazaar Facebook goup. Just click on the logo above.

      We will be at Online Educa Berlin 2015. See the info above. The stream URL to play in your application is Stream URL or go to our new stream webpage here SoB Stream Page.

  • Twitter

  • Recent Posts

  • Archives

  • Meta

  • Categories