Archive for the ‘G8WAY’ Category

The future of social media

July 31st, 2011 by Graham Attwell

Although Google+ has been generally welcomed the advent of yet another social networking site has given rise to some thoughts on just exactly what value such sites are.

In a perceptive blog post George Siemens writes:

I’ve concluded that most of the hype around social media is nonsense and that people, particularly the self-proclaimed social media elite are clothing-less……What has social media actually done? Very, very little. The reason? Social media is about flow, not substance…….Twitter/Facebook/G+ are secondary media. They are a means to connect in crisis situations and to quickly disseminate rapidly evolving information. They are also great for staying connected with others on similar interests (Stanley Cup, Olympics). Social media is good for event-based activities. But terrible when people try to make it do more – such as, for example, nonsensically proclaiming that a hashtag is a movement. The substance needs to exist somewhere else (an academic profile, journal articles, blogs, online courses).

It is difficult not to agree. Even on twitter – to date my preferred social network – the ratio of conversation to proclamation – or information sharing – seems to be decreasing. Or is this a reverse power  effect – is it that the more people you follow the less the social interactions?

I think the problem is context. Social media work well in a particular context – be it talking with close friends and family – keeping people up to date on your movement or planning holidays – or around conferences and events, planning projects or seeking jobs. However social media is far less strong in the context of everyday life flows. Indeed the only aspect of context that social media seems good at is geo-awareness with all the privacy issues that brings.

It may be important though to distinguish between social media ‘in the wild’ – Facebook, Twitter and Google+ web sites – and the integration of social media within more specific and contextually defined web tools to support activities, learning or communities. Twitters success may be down to its relatively open development environment making it easy to embed twitter flows into blogs or community web sites.

Not withstanding the debate over the use of real names in Google+ and acknowledging the interest in the playful use of alternative identities, the issue of linking real life worlds and social media worlds seems an important one. As George says “substance needs to exist somewhere else”. But whilst George is posting that substance in the academic world, such substance may lie in different facets of our lives – within work, play or the community.

Yet I suspect those corporations developing social media applications have little interest in such substance. The substance for them is in the advertising and commercial world which produces them profit, the ultimate arbiter of success for social media companies. I have written before that the future of social media may lie in more focused and niche networks and communities – communities which can link our online and off line activities and enrich both. But such communities will have to be developed from  the bottom up. And in this context the issue of design will involve much more than cool tools and applications – or indeed encouraging us to follow ever more ‘friends’.

Sounds of the Bazaar Internet Radio Summer Tour

July 8th, 2011 by Graham Attwell

It is becoming a bit of a tradition that every summer the Sounds of the Bazaar Internet Radio show goes on tour. This year is no exception. And we have lined up a brilliant schedule over the next month including live coverage from conferences, workshops, summer schools and festivals spanning four countries.

To listen to any of the programmes just go to http://cp2.internet-radio.org.uk/start/ravenscroft/

You can listen direct from this web page or open the stream in the music player of your choice.

We kick off next week from the Personal Learning Environments Conference in Southampton, England (#PLE_SOU) with two lunch time shows. We wil be broadcasting live interveiws, vox pops and bringing you the best of the conference live from Southampton. The shows run from from 1330 – 1400 UK Summer Time (1430 – 1500 Central European Time) on Tuesday 12 and Wednesday 13 July.

On Friday 15 July, we have a special broadcast being produced as part of a workshop with Inspire! the Education Business Partnership for Hackney, the Yo youth agency and the University of East London and sponsored by the RadioActive and G8WAY projects. More on this soon but it promises to be great fun. The programme goes out from 1530 – 1600 UK Summer Time (1630 – 1700 Central European Summer Time).

The following week we will be broadcasting LIVE from the Gary Chapman International School on Digital Transformation in Porto, an event jointly organised between the University of Porto and the University of Texas.

The summer school themes are

  • Information access and open civic discourse
  • Digital tools for government transparency
  • Evolving Internet content regulation and the public’s right to information
  • Digital media and the democratic process
  • Factors influencing the growth of online civic engagement

Details of the radio show are still being finalised but we can promise you some surprise guests along with great interveiws and content for anyone intersted in digital media.

And the last stage of our summer tour takes us to SMIAF – the San Marino Arts Festival where we will be running workshops and broadcasting live from one of the city squares. If you are interested in getting involved here are more details:

Graham Attwell (UK) & Dirk Stieglitz (DE) di “Pontydysgu – Bridge to Learning” e della web radio: “Sounds of the Bazaar” condurranno il workshop in occasione dello SMIAF 2011.

Insieme a loro si capirà come costruire una web radio, come produrre il materiale per il broadcasting e tutto quello che serve per trasmettere.

Il workshop prevede due incontri:
Venerdì pomeriggio a partire dalle ore 15
Sabato mattina alle ore 10,30.

***Si richiede ai partecipanti un pc, mac, laptop…personale.
Lo SMIAF non fornisce computer ma solo la connessione WIFI, gentilmente concessa da PRIMA s.r.l.

Dopo il workshop..anche broadcasting in diretta:
Sabato 6 e domenica 7 agosto in occasione dello SMIAF si potrà dare vita alla prima SMIAF web radio e trasmettere in diretta da P.zza S.Agata durante il Festival.
I partecipanti al workshop e anche al festival sono liberi di trasmettere musica, interviste, e tutto quello che ritengono bello ed interessante per quei giorni.

Per iscrizioni al workshop, invia una email a: smiaf.giovanisaperi@gmail.​com

Don’t miss these shows – there will be lots of room for participation and we are looking forward to a great summer radio tour.

Technology and Careers Education

June 7th, 2011 by Graham Attwell

I am ever more interested in how we can use technology for supporting young people (and not just young people) in making future careers choices. Talking to a focus group of young people last year, they  make use of the internet, particuarly using Google to search for details about possible future education choices, jobs and careers. I also asked them how far they explored the results of a Google search and not surpisingly they told me that they usually looked at the first three or four results. Try doing this yourself – type in your job of choice and see what comes up. All too often the results can be highly misleading.

Anyway we are working on new tools to asisst young people in choosing their future careers (more details to follow quite soon, I hope). And here is a conference paper, prepared by my colleague Sally Anne Barnes from the University of Warwick and describing the emprirical research we undertook on the use of technology in careers education in the UK (requires html5 compliant browser to view). Comments welcome – I would especially like to know what is happening in other countries than the UK.

The Potential Role of Technology in Careers Education in the UK

MOOCs: a Model for Open Education?

May 23rd, 2011 by Graham Attwell

The idea of Open Education has come a long way in the last two years. Massive Online Open Courses are becoming more common (with the announcement of the “mother of all MOOCs” on Change: Education, Learning and Technology exciting great interest in the edu-blogosphere), conferences and seminars being streamed online and Open Educational Resources have entered the mainstream.

What has been learned in this process?

Firstly the model of courses which are free to participants but charge for institutional enrollment and for certification appears to be gaining traction. How far this can go depends I guess on the extent that participation (and recording of work) becomes recognised as achievement. It will also depend on how much value universities and other institutions think they can gain (or stand to lose) through such a model.

Secondly most of these programmes are using all manner of social software and Open Source applications. There seems to be a growing practice of hanging programmes together around open webinars, with students using their own blogs or other social software for their personal work. One of the less successful experiments seems to be attempts to integrate VLEs, especially Moodle, within MOOCs. Participants are being encouraged to develop their own Personal Learning Environments as part of the process.

Thirdly such initiatives place great emphasis on peer support for learning, with a greater or lesser extent of formal learning support and formalization of networks. One greatly encouraging development is the blurring of the boundary between teachers and learners. Another is the involvement of people form different organisations in leading, facilitating or stewarding such programmes. Most stewards or facilitators are not being paid, although I suspect at present this is being accepted by institutions as a legitimate part of their work as researchers. Whatever, this is resulting in a weakening of institutional boundaries and the emergence of stronger communities of practice.

There also seems to be considerable pedagogic innovation, with a willingness to explore new ways of learning. Especially encouraging is the use of multi media, which although promised in so many formal elearning programmes, has seldom really happened.

Now comes the big question. Can the experience gained from the MOOCs be extended to provide a transferable and scalable model for Open Education.

I’ve already talked about the issue of recognition which I see not so much as a question of assessment but of social recognition of achievement. But there are other open issues. How do we deal with language barriers? More critically, most participants in the early MOOCs seem to be professionals, teachers and researchers already engaged in online learning or multi media and / or students. In other words, people with a fair degree of competence in communicating through on-line media. The model is based on a large degree of self motivation and is reliant on learners being able to manage both their own learning and able to develop their own support networks. This is a pretty big limitation.

I see two ways to deal with this. One is to provide more formal and institutional support through participation in MOOCs becoming part of courses on which learners are already enrolled and their host institution providing support. This idea is already being suggested for the Change: Education, Learning and Technology MOOC. The second is through developing more fomalised individual and group mentoring and support systems. At the moment, we are tending to focus on presenters as the key people in facilitating the online programmes. But such a second layer of mentors could play the critical role, and providing such mentoring could be a key part of Continuing Professional Development for teachers and trainers. In other words, a win, win situation.

Personalised Radio Ciphers: internet-radio and augmented social media for transformational learning of disadvantaged young people

May 11th, 2011 by Graham Attwell

This is proposal submitted by Andrew Ravenscroft, Graham Attwell, David Blagbrough and Dirk Stieglitz for the PLE2011 conference in Southampton has been accepted. We are going to have a lot of fun. And remember you can join us too. Whilst paper submissions are closed you can still submit proposals for posters pecha keucha or the media competition until June 11th.

Introduction: Designing personalized new media spaces to support transformational and emancipatory learning

Relatively recent research into, and definitions of, personalised learning environments (e.g. van Harmelen, 2008) have proposed new technological configurations or learning design patterns. These typically harmonise individual learner agency and initiative with a developing ecology of open web services and tools. This is the PLEs from an ‘alternative learning technology perspective’. Another and complementary way to view personalisation, that has a history beyond relatively recent technological developments, is to view ‘personlisation as practice’. In this sense, personalisation is rooted in the ‘deep’ matching and development of learners interests, experiences and motivations with their chosen informal or formal learning trajectories, that may be realized through personalised technologies. This is a psycho-social approach to personalisaton and learning technology design and use, that conceives of learning as something that grows out from the learner, rather than something that is acquired from some pre-structured, ‘external’ and ‘imposed’ curricula.

This position is particularly important when we are attempting to find technology-enabled ways to engage, retain and support the learning of disadvantaged people who are excluded, or at risk of exclusion, from traditional learning paths and trajectories. Arguably, this problem is most severe in the burgeoning numbers of NEETs (Not in Education Employment and Training) throughout the UK and Europe. Addressing the needs of these growing communities requires new and radical approaches to learning, learning design and technology-enabled practice. One foundation for a radical and technology-enabled pedagogy for disadvantaged groups is the groundbreaking work of Paulo Freire (1970).

Applying Friere to PLE design: Technical reformulation of ciphers

In Paulo Freire’s seminal work “Pedagogy of the Oppressed” (Freire, 1970), he emphasized the importance of critical engagement in and analysis of broader societal ‘cycles’ and their effects. One way to do this is through using lived culture, and praxis (action that is informed by values) as the foundational elements for developing circles that promote transformational learning. These ideas have recently been taken up within the non hierarchical, shared, creative, inclusive, safe and supported spaces called “ciphers” – which have emerged from the urban youth culture particularly around hip hop music (Wiliams, 2009).

We are currently using this cipher concept as a metaphor for designing and developing RadioActive, a hybrid of internet-radio and augmented social media platform to support the transformational learning of disadvantaged young people.

The RadioActive pilot

This presentation will describe the design, piloting and evaluation of RadioActive with NEETs in the London Borough of Hackney. The radio-social media platform is being co-designed with these NEETs and their support actors (such as youth workers and parents) in Hackney (in London). A key aspect is that the ‘going live’ aspect acts as a catalyst for community engagement and cohesion, linked to related social media activity. Put simply, the internet-radio gives a presence, real-time narrative and an energy that drives participation, interaction and content creation.

This is an innovative and participative broadcasting model that combines Open Source or easily affordable technology to create ‘the communities’ radio platform. This deliberately fuses, inspired by Web 2.0 trends, traditional distinctions between broadcaster/program planner and listener/consumer. The holistic design concept is an edutainment platform and hard to reach community combined, via the cipher approach, into a connected ‘live entity’ rather than the community being seen as a separate audience that is broadcast to.

The central idea is that this radio cipher provides the means to initially engage and retain NEETs, who can then be exposed to and participate in informal learning activities that lead to the development of skills and competencies that prepare them for Further Education or work. They develop both ‘soft’ and ‘hard’ skills through RadioActive. The softer ones relate to personal expression, the development of self-confidence and self-esteem, and the development of collaborative working skills. The harder ones involve the development of concrete digital literacy, media production, communication and organizational skills, that can exploited in other education or employment related activities. Similarly, their artefacts and competencies are recorded (e.g. in an eportfolio) or made public (e.g on the web) in ways that can be presented to potential Educators or Employers.

The proposed conference activities

This contribution will follow the collaborative and praxis driven spirit of this project and the PLE conference, through incorporating 2 related activities:
1. A presentation linked to the archive of the pilot radio show;
2. Mashup madness or a community in harmony? Live RadioActive show and DJ set during a social event at the conference, with RadioActive DJ’s mixing a set based on 1 or 2 favorite songs suggested by each delegate.

References

Friere, P. (1970). Pedagogy of the Oppressed, Continuum Publishing.

Van Harmelen, H., Design trajectories: four experiments in PLE implementation, Interactive Learning Environments, 1744-5191, Volume 16, Issue 1, 2008, Pages 35 – 46.

Wiliams, D. (2009). The critical cultural cypher: Remaking Paulo Frieire’s cultural circles using Hip Hp culture. International, Journal of Critical Pedagogy, 2, 1, pp 1-29.

An update on the PLE2011 conference

May 9th, 2011 by Graham Attwell

I am extremely busy today but time for a quick catch up on the Personal Learning Environments Conference 2011, being held from July 11- 13 in Southampton UK.

Last years conference in Barcelona attracted nearly 90 submissions, far in excess of what we expected. This year we had less, with 65 papers, symposia and workshops. I don’t think the lesser number was due to reduced interest, but rather that in the present economic climate, many researchers are finding it hard to gain funding for conferences (I will write a further blog on how we can deal with this). I suspect also that beautiful though Southampton may be, it does not match Barcelona in terms of conference pulling power! We have just finished the review procedure with all the attendant difficulties of establishing shared criteria and quality standards for reviews and persuading overworked colleagues tos pare the time for an unpaid for activity.

Out of the 65 submissions we have rejected two for not meeting the submission guidelines. A further four are ‘borderline’ and we are further reviewing those proposals. Happily the rest are considered good enough fro acceptance.

The good news – in general the standard of submissions is much higher this year than last year. I suspect there are two main reasons for this – firstly an improved common understanding in our communities around the idea of Personal Learning Environments. Last year we had problems in that in many proposals it was hard to relate the focus of the paper to the idea of PLEs – this year that relationship is much clearer. The second reason is that we extended the length of abstracts this year and that seems to have improved the quality.

But I still get the feeling that a number of submissions do not do justice to the ideas and research on which they are based. I do not find it easy writing proposal abstracts and wonder if there is some mileage in firstly a little collective thinking in what we are looking for in a proposal and how we can convey that to potential contributors and secondly a more inclusive and supporting procedure to help those – especially ’emerging’ researchers in writing quality proposals. Any ideas welcome.

Innovation, education and thinking outside the skills matching box

May 2nd, 2011 by Graham Attwell

The second verse of the great Pete Seeger song ‘Little Boxes‘, written by Malvina Reynolds goes:

And the people in the houses
All went to the university,
Where they were put in boxes
And they came out all the same,
And there’s doctors and lawyers,
And business executives,
And they’re all made out of ticky tacky
And they all look just the same.

And of course it is true. More than that, it is the policy on which most of our careers guidance practice is based. Find what skills industry and commerce needs, goes the policy, set up training places to meet those needs, put people into those boxes and we will turn out a neat match between skills and the needs of the economy.The strategy is called ‘skills matching’ and forms the basis for the European New Skills, New Jobs policy as well as that of many national governments.

Universities traditionally stood aloof from such a policy which they saw only as applicable to those in vocational education and training. Univeristy was about the development fo minds and about research.

But with the increasing commodification of universities, they too are embracing such a strategy, in the name of value for money and employability. Students are reluctant to part with large sums of money unless they can see a job progression route for their expenditure on a degree course; governments regard vocational relevance as the key criteria in providing fiances for higher education.

The only problem is that the ‘Little Boxes’ approach doesn’t work. Firstly employers often don’t know what skills they want. take the fiasco at the end of the last century when the European Industry Group for Information and Communication Technologies was predicting huge skills gaps in computing and computer programming. These gaps never materialized despite little growth in the supply to computer programmers. Secondly we simply do not have sufficiently well developed central planning infrastructures to plan for skills and employment in such a way.

This is not to deny the needs for close community links between employers and education providers, at least on a local level. However this should not be to the detriment of other community interests in education and community well being. And rather than focus on skills matching, it would be far better to focus attention on creativity and innovation. If we look at regional innovation centres in Europe such as the manufacturing clusters in Emilia Romana or the media cluster in Cardiff it could be argued that such growth happened due to innovation around the skills and creativity of the workforce, rather than because of matching of skills to existing industry (indeed in Cardiff’s case the economy was traditionally based on heavy industry and manufacturing).

In any case is it possible to ‘predict’ the skills needed int he economy in a period of fast technological change? The Institut Technik und Bildung at Bremen University, with whom I have worked for many years used to talk of the ‘shaping’ principle. They saw education as playing a key role in shaping work organisation and skills development as enabling social innovation in production and economic development. The word ‘shaping’ is a translation of the German ‘Gestaltung’, also commonly translated as ‘design’. And once more this would suggest we can design our futures, that technology and production are not mechanistically determined but rather can be shaped or changed.

But for such an approach we need people who can think out of the box, who can consider the social implications of technology development. And that will not happen through a skills matching policy!

Myles Horton and the Highlander Folk School

May 2nd, 2011 by Graham Attwell


I was talking with Cristina Costa this morning about some of our ideas for the Radioactive project (more to come on this soon) and she asked me if I have read anything by Myles Horton. To my regret I have not and intend to remedy that later this week. In the meantime here is a short video about Myles Horton and his work and an excerpt from Wikipedia:

“A poor white man from Savannah in West Tennessee, Horton’s social and political views were strongly influenced by theologian Reinhold Niebuhr, under whom he studied at the Union Theological Seminary in New York City. Along with educator Don West and Methodist minister James A. Dombrowski of New Orleans, Horton founded the Highlander Folk School (now Highlander Research and Education Center) in his native Tennessee in 1932. He remained its director until 1973, traveling with it to reorganize in Knoxville after the state shut it down in 1961.

Horton and West had both traveled to Denmark to study its folk schools, centers for adult education and community empowerment. The resulting school in Monteagle, Tennessee was based on a concept originating in Denmark: “that an oppressed people collectively hold strategies for liberation that are lost to its individuals . . . The Highlander School had been a haven for the South’s handful of functional radicals during the thirties and the essential alma mater for the leaders of the CIO‘s fledgling southern organizing drives.” (McWhorter) The school was created to educate and empower adults for social change.

In their 1985 documentary You Got to Move, Lucy Massie Phenix and Veronica Selver prominently featured Horton and the Highlander School. Horton also inspired the founding of the Myles Horton Organization at the University of Tennessee in 1986. The group organized numerous protests and events in the Chattanooga, Tennessee area, including demonstrations to counter the Ku Klux Klan, and the construction of a shantytown on campus to encourage the university to divest from South Africa.”

Beyond blended learning- towards a fluid discourse of educational conversations

April 25th, 2011 by Graham Attwell

Steve Wheeler has written an interesting bog post, which deserves unpacking and discussing.

Steve says:

Blended learning (in the established, traditional sense) means a mix of learning activities that involved students learning both in the classroom, and at a distance from the classroom, usually mediated through technology. I am claiming that this type of blended learning – in concept at least – is now outmoded because the boundaries between local and remote have now been substantially blurred.

I think I would largely agree with him although I am not so sure it is due to the blurring of the boundary between local and remote. Reading older papers on technology enhanced learning, there was great emphasis placed on the divide between synchronous and asynchronous communication and how to provide a proper ‘mix’ of technologies facilatating such modes. Today we flip between different modes without thinking about it. Take Skype – if I text someone they may reply straight away or may reply the next day. I may have a series of short episodic conversations with a colleague throughout the day. I may switch from text to audio or video for parts of these conversations. They may be one to one or we may invite others to participants for particular parts of the conversation. Instead of a divide between synchronous or asynchronous communication, tools now support multi modal communication and multi modal learning.

Steve goes on to say:

The new blend is to blur formal and informal learning

Of this I am less convinced. I am in a few problems here because I have often written myself about informal learning. But in truth I am unconvinced of the value of the concept. Indeed there is little agreement even on what the terms formal, informal and non-formal learning mean. If you are interested in this debate there is an excellent literature review by Colley, Hodkinson and Malcom who explore different definitions and uses of the terms. I have tended to use the idea of informal learning in two ways – to refer to learning which takes place outside the formal education system or to learning which takes place in the absence of formal teaching. The problem with the first use of the term is that it refers only to what it is not, rather than to what it is. And in the case of the second, it tends to ignore the influence of what Vykotsly called a More Knowledgeable Other. The More Knowledgeable Other is anyone who has a better understanding or a higher ability level than the learner, particularly in regards to a specific task, concept or process – a friend, a peer, a colleague, who can support the scaffolding of  learning. Technology is playing a significant role in blurring boundaries here. If I read Steve Wheeler’s article, think about it and write my own ideas then surely I am learning, and in this case Steve is playing the part of the More Knowledgeable Other in guiding my thinking. Recently one of my computers was overheating. I searched for and found a web site telling me at what temperature the Northbridge chip should be running (it was running much hotter). I then found a YouTube video showing me how to take my computer apart and clean the filters. Is this formal or informal learning? Do I have scaffolding and guidance in my learning? I would suggest I do.

Even more problematic is Steve’s idea of “informal technology”. I think this may just be careless use of terminology. Of course technologies are not informal or formal. However what is certainly true is that most young people today own various technology based devices, which can be used or as John Cook calls it “appropriated” for learning. And as we move towards near ubiquitous connectivity, at least in richer countries, then these devices provide constant access to all kinds of learning – including contact to those with more knowledge than we have. It is interesting to note that most of this learning takes place in the absence of purpose built education technology, rather we appropriate applications designed for business or enterprise use or for entertainment, for learning.

I think more useful than setting a dichotomy between the formal and the informal is to explore the different relationships and contexts in which learning takes place. Last year Jenny Hughes and I made a slidecast called Critical Literacies, Pragmatics and Education as part of a Critical Literacies course being run by Rita Kop and Stephen Downes as part of their ongoing research project on Personal Learning Environments.

In this we referred to the relationships in which learning take place. These include the relationships between learners and teachers, between the learners themselves and between the learners and the wider community.

We went on to look at context. Obviously this includes place or physical context, which could be described as the learning domain. This might be a school or college, the workplace or at home. Important here is the distance between the different domains. Sometimes this distance will be short (say in the case of an apprenticeship involving workplace and school based study), but sometimes there may be a quite broad seperation between the different domains.

A second context is the social, cultural and political environment in which earning takes place. A third – and to my mind critical – context is the idea of what is legitimate learning – what is learnt and how it is learnt. Obviously this involves the idea of control.

Especially important is the context of how we recognise achievement – how outcomes are defined, what value is placed on learning, by whom and how.

We also raised the idea of discourses – the sum total of the conversations around education. In the past, we suggested, education has tended to be a top down discourse with prescribed and structured strategies  for learning. This is changing and now leaners may be more likely to start from practice without a predetermined strategy for learning.

Thus relations and context or learning are becoming fluid and are contently changing. Technology is playing a major role in these changing relationships and contexts. Such a fluid discourse inevitably leads to conflict with an educational structure based on top down educational discourses.

STEM and LEM – which pays the most?

April 15th, 2011 by Graham Attwell

The de facto end of free education in the UK, and in particuar the imposition of coniderable fees for univeristy courses, which is likely to be extended to vocational programmes, is going to have widespread implications for peoples’ choices of careers.

Inthe next few weeks we will be exploring some of those implications on this blog.

One issue is that people are beginning to exmaine the ‘value’ of a degree in terms fo enhnaced lifetime earnings. And the rseulkts may not be as people have assumed. Governements and goevrnmental bodies have long espoused the importance of the so called STEM subjects – Science, Technology, Engineering and Maths – but figures suggest it may not be these subjects which enjoy the best pay premium.

According to the Guardian:

Male graduates in law, economics and management (LEM), for example, enjoyed faster growth in wages early in their career lifecycle compared to other majors, including Stem (science, technology, engineering and maths). Stem graduates, or those with combined degrees, eventually catch up with those who did LEM but not till much later in the lifecycle. For those opting for arts and other social science degrees, the lifetime returns are markedly lower – especially for men. The subject you study, then, makes a big difference to the investment returns, although, so far, only one institution has suggested subject specific pricing, so the costs are broadly the same across subjects. (Note that our research shows that early-career wage levels are not a good predictor of lifetime earnings – but, be warned, the government’s guidance for students on which subjects and institutions to choose will present data on early earnings.)

Among women, the picture is different. LEM graduates saw the highest and fastest rate of return. But women who did a degree – irrespective of which subject – enjoyed substantially higher lifetime earnings than those who didn’t. This can be read as an indication of the kind of discrimination that female non-graduates still face in the labour market. Moreover, the returns were broadly similar across subjects.

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    Racial bias in algorithms

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    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.


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