Archive for the ‘Competence Development’ Category

Tensions in PLE development

July 28th, 2009 by Graham Attwell

It is heartening to see the increasing interest in Personal Learning Environments. Indeed, in terms of research into Technology Enhanced Learning, it is probably not going too far to say that PLEs have now mainstreamed.

However, with increasing research, and especially as developers and practitioners move towards implementing PLEs – or rather implementing an approach to learning based on Personal Learning Networks and PLEs, tensions are emerging.

One particular point of tension became very apparent at last weeks ROLE project expert workshop between an approach to personalisation based on a (corporate or institutional) VLE or Learning Management System providing more space for self supported learning and those wishing to empower learners in developing their own learning environment based on social software.

A related tension is between seeing learners essentially using PLEs to follow programmes of learning – be they courses or online learning – and those seeing PLEs as primarily a space to reflect on informal learning.

And yet a further tension is in the extent to which recommender systems can assist learners in developing their own learner systems. Or is the prime function of a PLE to enable individuals to develop their own networks for peer assisted learning?

All these approaches have their strengths and are not mutually incompatible. However with growing numbers of projects aiming to develop, test or implement PLEs, it is becoming important that project partners gain a shared understanding of both the meaning of a PLE and the particular objectives of any project development.

Researching Careers

May 22nd, 2009 by Graham Attwell

One of the problems of applications like Survey Monkey is thatit has made it just too easy to construct a survey. The result is that we are suffering from ‘surveyitis’. Furthermore, because it is so easy now to publish and publicise surveys, far too little care goes into the development and pretesting of surveys. Recently I talked about pretests at a project meeting to be met by blank faces. Why, they asked? We do not have time for that sort of thing.

Anyway I am now wary of surveys. But I am prepared to promote this survey on careers and skills, not just because it is being undertaken by my friends from Warwick University, but also because I think this is a very worthwhile piece of research. In my experience, careers are often no where near as clear cut as they seem. Often people do not progress smoothly from one job to another. And many of the skills we use are, I would guess, learnt whilst working, rather than through formal courses. But of course this is me guessing. The research should help provide some more solid data around these issues. So please do help by filling in the survey which is available in a number of different languages.

“Have you an interesting ‘story’ to tell about your career and the skills you have you developed since starting work? We are particularly interested in people who have:

  • had stable careers within a single sector (such as engineering or health);
  • have developed skills (such as Information Technology or communication skills) which could be applied in a number of sectors;
  • had a varied work history (working in different types of jobs; different sectors; countries; not always been in full-time employment etc.);
  • have worked at one time in a job that required few formal qualifications;
  • have taken a job primarily to give you time or space to follow other interests;
  • an interesting ‘story’ to tell that may not fit any of the above!

We were wondering if you would be prepared to help with a project we are currently undertaking?  As a team of researchers from eleven European countries, we are researching how people’s careers are changing across Europe and the different paths people take to develop the knowledge and skills they use at work.  We would be very grateful if you had the time to complete an online survey http://www.warwick.ac.uk/go/eaceasurvey (available in 11 languages).  The survey may take up to 20 minutes to complete depending on the amount of detail you wish to provide. Your identity will be treated in the strictest confidence by the research team and the information you provide will be anonymised.  The results of the study will feed into a European review of how best to support work-related learning in the light of individuals’ changing patterns of career development.  If you would like to know more please do not hesitate to contact us.  We would also be grateful if you could forward this email to contacts and colleagues who you think may also be able to help.

With many thanks in advance for your help.

European Careers Research Team (see: http://www2.warwick.ac.uk/fac/soc/ier/research/current/copen/ for core team and for details of full team http://www.warwick.ac.uk/go/eaceasurvey).”

Communities of Practice and Learning

March 31st, 2009 by Graham Attwell

iptswordle
Great discussions on learning and communities at a workshop hosted by IPTS in Seville. I particularly enjoyed the contribution by Ettiene Wenger this morning (see Wordle of twitterstream above).  I have been twittering the event and will write a longer post when i have 20 minutes to spare. In the meantime Grainne Conole has set up an excellent Cloudworks site for the event and you can also follow the twitter traffic by searching on the #ipts09 tag.

Learning pathways and the European Qualification Framework: can the two go together

February 16th, 2009 by Graham Attwell

Last week I took part in a fairly impassioned Flash meeting debate about the use of the European Qualification Framework for the training of teachers and trainers. Opinions varied greatly between those who saw the EQF as a useful tool for promoting new qualifications for teachers and trainers to those who saw it as a barrier in this field.

Firstly, for non European readers, it may be useful to recapitulate what the EF is all about. The European Qualifications Framework (EQF), says the European Commission,  “acts as a translation device to make national qualifications more readable across Europe, promoting workers’ and learners’ mobility between countries and facilitating their lifelong learning.” The primary users of the EQF are seen as being bodies in charge of national and/or sectoral qualification
systems and frameworks. The idea is that once they have related their respective systems to the EQF, the EQF will help individuals, employers and education and training providers compare individual qualifications from different countries and education and training systems.

To achieve this the European Commission has designed a framework of eight different levels. Each of the 8 levels is defined by a set of descriptors indicating the learning outcomes expressed as knowledge, skills and outcomes relevant to qualifications at that level.

The problem is that it doesn’t work. For the moment I will ignore the more epistemological issues related to the definition of knowledge kills and competences. The biggest problem for me relates to levels. The Framework has mixed a series of different indicators to derive the levels. Some of the indicators are based on academic attainment. For instance the descriptor for knowledge at Level 8 states (can) “demonstrate substantial authority, innovation, autonomy, scholarly
and professional integrity and sustained commitment to the development of new ideas or processes at the forefront of work or study contexts including research.” Some are based on levels of responsibility and autonomy in work roles.  Level 4 talks of the ability to “supervise the routine work of others, taking some responsibility for the evaluation and improvement of work or study activities.” Others are based the complexity of the work being undertaken. Level four skills says: :advanced skills, demonstrating mastery and innovation, required to solve complex and unpredictable
problems in a specialised field of work or study.” Yet others are based on quite abstract ideas of knowledge. Level six knowledge comprises of “advanced knowledge of a field of work or study, involving a critical understanding of theories and principles.”

One of the biggest problems is the framework attempts to bring together applied knowledge and skills within a work process, work roles as expressed by responsibility and knowledge as expressed through academic achievement. And of course it is impossible to equate these, still less to derive a hierarchical table of progression and value. It is easy to pick holes: why for instance is “exercise management and supervision in contexts of work or study activities where there is unpredictable change” level 5, whilst having a “critical awareness of knowledge issues in a field and at the interface between different fields.”

There would appear to be a serie sof unspoken and implicit value judgements related both to the value of academic versus vocational and applied learning and to different roles within the workplace. There also seems to be an attempt to deal with work organisation with teamwork being written in as a high level function. Of course it maybe, but then again in particualr contexts teamwortk may not be so important. In some jobs, the ability for autonomous work may be important, in others not so. And how can we translate between such abilities, competences or whatever they are called and qualifications.

I do not think it is possible to design such a frameworks, nor do I think that levels are a useful concept, especially given the hierarchical structures of this and other similar frameworks. Why should one particular competence or skill be valued over another. Even more important is the idea of hierarchical progression. Lest this be thought to be merely an academic question, the UK government has already withdrawn funding support for those wishing to progress from one qualification to another at the same EQF related level.

one of teh aims of the Frameowrk is to promote Lifelong Learning. But an individual may not wish ot advance their learning in the social forms envisaged by the Framework. There is an assumption for instance that a teacher or trainer will progress towards being a manager, as represented in the higer levels within the EQF. But many teachers and trainers that I have talked to actually want to improve their practice as tecahers or trainers. Or they many wish to move ‘sideways’ – to learn more about working with particular groups or to undertake work as a counsellor for instance. The implicit progression routes inherent in the Frameowkr do not necessarily represent the way we work and learn. far better nore me is the idea of Learning Pathways. Learning pathways can represent a progression in our learning based on the context of our life and our work and based on individual interest and motivation. Our Learning Pathway may at times go upwards, downwards or sideways in the table of skills, competnces and knowledge as representd in the Framework. Such an idea of Learning Pathways is contiguous with the idea of Perosnal Learning Environments and of teh idea of more self directed learning. Of course it is useful to have a framework to assist in selecting progression routes and for counselling, guidance and support. But lets abolish the taxonomy of levels and start representing learning opportunties as what they are, rather than a somewhat oddly derived taxonomy trying to make things fit neatly which do not and embodying implict social values.

Skilled performace as a basis for professional practice?

February 4th, 2009 by Graham Attwell

Chris Sessums asks: “What would a knowledge base for the teaching profession look like? How can we get one?”

He goes on to say: “Imagine teachers collaborating around the globe to improve education. Sound like a fantasy? Is there a path that could lead from classrooms to a shared, reliable professional knowledge base for teaching? Is it because practitioner knowledge is highly personal, highly contextual, and lacks the vetting process associated with scientific research that such a path has never been developed? Given the millions of teachers producing knowledge of classroom practice everyday, is it worth examining what would be needed to transform teacher knowledge into a professional knowledge base for teaching? What would such a path look like?”

These are good questions. However, they pose problems over the nature of practice. Chris bases his idea of practioner knowledge around the idea of “elaborating a problem” and alaborating and testing answers to such a problem. But surely this is only part of the practice of a teacher. Can teaching be reduced to a knowledge base? In struggling to envisage what form such a knowledge base might take Chris suggests it could be developed around lesson plans. Although a readily accessible and open bank of lesson plans might be a valuable resource, it still ignores many elements of the practice of teaching. It is perfectly possible that no two teachers would use the plans in the same way. Of course that is not important. But such a knowledge base might then fail to capture the essence of professional practice (I am unconvinced of Chris’s distinction between practioner knowledge and professional knowledge).

Reckwitz (2003) distinguishes 3 different meanings or understandings of practice:

  • Practice as embodied knowledge;
  • Practice as a skilful performance with artefacts;
  • Practice as implicit knowledge, as the implicit logic of doing things

It may be possible to develop a database of the background knowledge and of the artefacts. Far mor problematic is the skilful performance. Yet it is this element of practice which would seem to be most useful for teachers and trainers.

Is one of the problems the divisions we have made between so called scientific (or professional) knowledge and practice? I wonder if it might be possible to develop taxonomies for practice embodied as skilful performance and then develop social software which would allow the sharing of such practice. If, so how and what might it look like? Does anyone have any ideas?

Reference

Reckwitz, A. (2003). Grundelemente einer Theorie sozialer Praktiken. In: Zeitschrift für Soziologie, Jg. 32, H. 4, 282-301.

Beyond Competence: Creating Learning Spaces for the training and professional development of trainers

December 16th, 2008 by Graham Attwell

Posted below is a PDF copy of a new book: ‘Creating Learning Spaces: Training and Professional Development of Trainers’. the hard back copy will be published early in the new year. The book comes out of the two year TTPlus project on professional development for trainers. The project involved researchers from six European countries and was coordinated by Eileen Luebcke from Pontydysgu and funded by The European Commission Leonardo da Vinci programme.

At the heart of the project was the aim to develop a Framework for the Continuing Professional Development fo trainers. But we had also set out to look at who is responsible for training, what trainers do in practice and how training is changing. In fact, considering how much is talked about the importance of training, it is quite remarkable how little is known about who the trainers are and what they do.

We found that increasing numbers of people are responsible for training as part of their work – as skilled workers, as team leaders or as managers. Very often they do not have the word trainer as their job title, neither do they identify themselves as a trainer. In some cases responsibility for training comes as part of the job, in other cases they were selected because they appeared to have an aptitude for the role. In some cases they had some prior experience of teaching, in others they attended some courses but in many cases they had no training or professional development as trainers. We found that whilst there were differences between countries, especially in regulatory regimes, in terms of practice and changes in practice nationality was not a particularly significant variable in what trainers do. In all the cases we examined there appeared to be a move towards more work based learning and more use of technology for learning. This is important as most studies of trainers in Europe have started from a comparative methodology based on country. We wanted to go beyond this and examine the real practice of trainers. This involved talking to trainers themselves, talking to learners and talking to managers in different companies in the six countries involved.

We felt that if the standards of training are to be raised, improving the training of trainers must be a priority.  However, given the heterogeneous nature of the group and the range of sectors and occupations in which they work, it is difficult to see how this could be standardised, or indeed whether it is desirable to do so.  Certainly some sort of common framework would have advantages. It would provide a degree of coherence to what is a very fragmented field. It would increase the visibility of trainer training and in so doing, increase awareness. It could also stimulate the establishment of communities of practice between trainers.

Previous attempts at solving this problem can be roughly divided into two:

a)    Competence framework approaches
An output based solution that depends on disaggregating the skills and competences that have been identified as necessary for skilled performance. It is often used as a way of providing recognition for the skills already possessed by the trainer, typically though the compilation of a portfolio of evidence. It will also highlight missing competences so that the trainer can see which areas they need to develop. The disadvantages are:

  • It is essentially a backward-mapping exercise – recognizing and rewarding competences rather than providing opportunities for new learning.
  • There are invariably problems with granularity and with designing a credible classification system.
  • It identifies gaps in skills and knowledge but does not fill them.

b)    Qualifications approach
An input based approach that depends on increasing the professionalisation of trainers by providing accredited training-the-trainer opportunities, which lead to formal qualifications, hierarchically arranged. The assumption is that the provision of higher levels of trainer training and thus higher-level qualifications for trainers will push up standards of the training they deliver. The major problems with this approach are:

  • This can only operate on an individual level and is not transferable to organizations
  • There is an issue around occupational identities. Many ‘trainers’ do not see themselves as trainers per se, their occupational identity being based on being a skilled worker or manager but who still have some responsibility for facilitating the learning of colleagues.
  • It implies that progression for trainers is ‘vertical’ whereas in practice many of the trainers’ learning needs will be lateral. That is, they may want more knowledge or skills at the same and not a higher level.
  • The assumption that if qualifications are higher and harder then standards somehow go up, is unproven. In countries with a formal training-the-trainer framework (e.g. UK) there is little research evidence to suggest this.

Instead of a competence based approach we have developed a series of principles and a series of standards, together with a flexible accreditation process. The principles include the recognition of the importance of:

  • trainers in facilitating learning and the role of learning for individual competence development and organisational development
  • different modes of learning and different modes of assessing learning
  • different roles people play in training and learning
  • opportunities for initial and continuing professional development
  • opportunities of opportunities to practice
  • networking
  • partnerships
  • the development of tools and platforms
  • ongoing research and monitoring

The standards are expressed in the form of a series of commitments. The commitments are not only for individual trainers, but for teams, organisations and enterprises and governmental bodies. The proposed accreditation framework supports a process of trainers (or organisations) themselves deciding on what steps they wish to take to meet the different commitments and then of developing a portfolio or evidence to show that they have achieved this. We have also provided examples of the sort of measures they might tackle.

We have discussed the Framework with trainers and other people involved in training and there is considerable enthusiasm for our approach. In the next year we hope to further develop the framework and to run a series of pilots.

Personally I am very happy with this work. We have moved beyond competences to place practice and learning at the centre of the Framework. I would love to hear your comments on the book. And if you are interested in working with us please leave a comment or email Graham Attwell.

To download the book click here.

The potential of technology to change the way we work

December 12th, 2008 by Graham Attwell

I have spent most of the day working on the Mature project. The project, funded by the European Commission, is developing services for knowledge maturing in organisations, including the introduction of Personal Learning and Management Systems and Organisational Learning and Management Systems. Of course, before we can develop or implement such systems we have to work out what they are. For me that is half of the attraction of the project.
This morning we had an on-line meeting for one of the work groups, this afternoon I had a long talk with Tobias Nelker from Paderborn University and in-between I started writing up overdue reports.
here are just a few thoughts following our discussions.
One of the attractions of the project, which is relatively well funded, it it brings together an interdisciplinary research team including researchers from sociology, computer sciences, education and work sciences. We are struggling still to find a common language. sometimes I do not understand what the computer scientists are talking about – and I am quite sure they have similar problems with me. More problematic is the development of a shared research approach and methodology for the project – different disciplines have different approaches to similar issues. We need to find ways of using this as a strength for the project.
With reference to knowledge sharing, I think we have some tensions between those who view knowledge through artefacts and others of us who see knowledge development and maturing as a process. I am by no means convinced we can measure or even understand knowledge maturing in the progressive iteration of a document or artefact – to me it is the social use of such artefacts which matures.
The project is through the technology programme of the European Commission and oart of the work involves the development and testing of tools. There seem to be two tensions. How can we marry together research into how people learn and how knowledge is developed with actual practice within organisations?
And how can we design tools which help people in their everyday work and lives based on their practice – rather than saying – here is a cool wizzy tool which we would like you to try out.
I am increasingly aware of the importance of context in learning and in knowledge development – especially in work based learning and in informal learning. there are multiple contextual variables of which I feel the most important is work organisation. It is not only an issue of opportunities for learning but an issue of the autonomy to use such learning in practice. This cannot be reduced to merely adopting to the work environment but the ability to shape that work environment based on individual and collective or organsiation knowledge.
This in turn requires change processes. But any project such as Mature is acting as a change agent in the very processes it studies.
All in all this is complex. But I am convinced that we can use technology based tools to open opportunities and support learning in the workplace – not just to courses – but for individual and peerr group learning from everyday working experience. This can not only lead to individual learning but can enrich work environments and lead to enhanced quality of goods and services. And in many ways I think this may be the real impact and potential of what we have called e-learning – rather than trying to use technology to implement traditional classroom based learning at a distance.
NB I am increasingly convinced of the potential of microblogging systems for knowledge exchange and development. This was what I taled to Tobias about this afternoon. Will write something more on this over the weekend.

If PLEs are incompatible with the system then how do we change the system?

December 10th, 2008 by Graham Attwell

Goerge Siemens has written an important post called ‘Systematization of education: Room for PLEs?’ Why do I think it is important? Because George tries to look at the relationship between the development and uses of technology and the societal organisation of education.

The crux of his arguement is: “PLEs are great. They’re just completely incompatible with the existing education system.”

George quotes Evetts, Mieg, and Felt who “suggest that expertise has as a significant sociological component. Power, authority, and validity all play a role. Focus on accountability, audits, and performance targets are now heavily intertwined with professionalism. Structures of control – such as education – are not solely about knowledge and the interaction of learners with academics. Education is a system based in a sociological context. Or, more bluntly, there is “no fundamental difference between the pursuit of knowledge and that of power.”

A PLE, in contrast, is a tool/process/concept that addresses the needs of learners. It is not, to date, integrated with the power structures of society. It is only – and perhaps even honorably – about knowledge. It’s entirely possible that an integrated power structure can be built at a grassroots level, thereby developing the capacity of PLEs to replace existing LMS tools (which again, find their strength in existing power structures of control and data organization under the umbrella of the institution). This transition will not, however, occur without a corresponding power shift that emphasizes networks as an alternative to hierarchical curricular control structures that begin with industry and government setting research agendas and often influencing standards and curricular needs.”

As George says: “The modernization of education: during the industrial revolution, education transitioned from a personal relationship between faculty member and learner to a systematized model of large instructional classes and numerous teachers.”

He concludes: “Education has ceased to be about the individual learner (the early university model) to being about the existing power allocation of society (today’s model as a by product of industrial techniques applied to education).

As a result, it makes perfect sense that LMS are popular. LMS’ speak the language of the current power structure in education: control, accountability, manageability.”

I agree with almost everything George says. But I am far less pessimist than him. I think George misses two things: the inherent contradictions in capitalist societies and the power of individual and collective agency.

Just as there are contradictions in the capitalist economic system, so are there in the different superstructures which support that system. Yes, education has become systematised to deliver the education and training required by modern industrial societies. But at the same time, the system is unable to keep up with what is required. It is not just a question that curricula cannot keep pace with the speed of technological and social innovation. It is an issue that the skills and knowledge required by today’s technology cannot be delivered through a rigidly sytematised, market led educational system. Furthermore, globalisation, the rapid turnover in employment and occupations and the implementation of new technologies have led to pressures for continuing learning – what is being called lifelong learning. Present education systems cannot deliver this. Hence the never ending reforms of our schooling systems and the ongoing financial problems of universities. Putting it simply, it will cost too much to extend the present model of institutional education to deliver the learning required by the present phase of capitalism. PLEs and MOOCs offer alternative models – for better or worse. Although institutions may resist such models, they will have little alternative than to embrace change.

OK – that is the first argument. The second is based on individual and community agency. The education systems are powerful. But they are not hegemonic. There have always been spaces for individuals and groups to organise their own learning in their own way. In the UK in the 19th and 20th centuries workers organised their own education through the Mechanics Institutes, just as today we find an increasing wave of self organised and open learning available through the web. There are many innovative teachers experimenting with new technologies. Often this work is going on on the fringes of the system, where the control may be less strong. Language teaching is one such example. Most language schools are only interested in results and if the teacher chooses to use PLEs or Web 2.0 tools then they do no object as long as the results are good. Today I was talking with Maria Perifanou, an Italian language teacher in Tessaloniki in Greece. She told me how her students are using Edmodo, set up as part of their langauge course,  to communicate about what is happening in the riots. “They send messages, songs, links, express opinions… they used it these days to tell about  their situation…in Italian…so this brought them their need to share opinions…to become a community.”

It is not merely a question that the system has to change before we can adopt Personal Learning Environments. PLEs support informal and social learning. It is that informal and social learning which can change the system. It is notable that the uprising in Greece is being led by students – many of whom are still at school.

We all can have agency in changing the system and the use of social software and the development of peer networks is part of that process.

Don’t throw the baby out with the bathwater

August 28th, 2008 by Graham Attwell

Sort of like that saying. I don’t have much time ot post here – am constantly traveling – but will make a few quick commnets from the road (as an aside – countries like Estonia put other countries to shame when it comes to intrenet access – free fast wireless access is available almost everywhere).

Maybe it is juts the people i am talking too, buut there seems to be growing appreciation of the importance of informal learning and learning acquired in the workplace. At the same time I am slightly concerned that this appreciation for workplace and informal learning is being counterposed to formal training and qualifications. In this respect I think people are mixing up the schooling system and formal learning. Yes – I completely agree that our formal schooling system is out of date, frequently ineffective and promotes formal accreditation at the expense of learning. Putting it simply there are better ways to learn – and the money spent of formal schooling could be much more effectively deployed elsewhere.

But this is not to say there is no place for formal training and learning and for qualifications. Qualifications can play an important regulatory role – both for quality and in terms of preventing employer exploitation. Moreover such qualifications can prove aspirational – especially for young people. Yes – there are many issues around curriculum (I will return to this issue in a further post). Formal learning and training can provide a structure for learning. And formal learning and qualifications are not in opposition to informal learning – the two can go together.

I think there are problems in a fast changing economy as employment and work tasks and roles are fast changing. There is no guarantee that training for one particular occupation will guarantee employment in ten years time. Yet, all the empirical surveys we have carried out show that those who have undergone a formal training programme – regardless of subject – are more likely to participate in on-going learning in the future. Thus, even though the link between qualifications and employment may be weakening (especially in liberal market economies such as the UK) there remains a macro economic benefit to the provision of formal learning opportunities.

What is the future for universities?

July 28th, 2008 by Graham Attwell

Last week I expressed concern that the development of the Open Univeristy SocialLearn project was being motivated by business concerns rather than learning. But it is not difficult to see why a university – especially the Open University which is based on distance learning – might wish to explore new business models.

I am struck by he growing avaiability of free online courses and opportunities for professional development. Just this morning I have picked up on an excellent free seventeen week course on on-line community facilitation being run by Leigh Blackall from the University of Otago on the Wikieducator and the weekly events around Metanomics – the study of economics and policy in the “metaverse” of online virtual world – run by…I am not quite sure who. I found about the first from Twitter and the second form Skype. These services are becoming the new global prospectus of learning opportunties.

Certainly in the field of Technology Enhanced Learning it is perfectly possible to follow an advanced professional development programme for free and engage with the best thinkers in vibrant global communities without having to enroll with a formal education institution. OK – we might expect this in such a technology enabled subject but how long before other subjects catch on.

It has been said for some time that the selling point for universities will be their certifcate granting powers. I am unconvinced. Our study some time ago of the use of technology for learning in Small and Medium Enterprises suggested that apart from in reglated occupations there was limited interest in certification. Both employees and employers were more intersted in competence in terms of what people could do and what they had learnt to do rather than their certificates. And as in one form or another e-Portfolios – or more likely individual eletronic mash-ups showing achievement – become more common then pressures for certification will lessen.

So what is the future for universities? Obviously they have an important role in research. And they could hve an important role in teaching and learning provision. That the Wikieducator is offering a programme in on-line facilitation for free is brilliant. The enrolled students are from all over the world. But how will universities fund themselves in this new world? This is where the rub of the problem lies. The recent trends in many countries towards devolved budgets and funding based on enrolled student numbers does not help. Far better to try to assess the value of universities to the economy and society as a whole and fund their activities accordingly. Of course that is not easy. And universities are not cheap. But we need to start developing new models and that probably requires far more radical thinking than just tinkering with existing funding models.

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