Archive for the ‘Wales Wide Web’ Category

Workplace Learning Analytics for Facilitation in European Public Employment Services

April 29th, 2016 by Graham Attwell

This week I have been at the pre-conference workshops for the Learning analytics conference in Edinburgh. This is my presentation at the workshop on Workplace Learning Analytics. And below is the abstract of my paper together with a link to download the full paper, if you should wish. In the next few days,  I will write up a reflection on the workshops, plus some new ideas that emerged from talking with participants.
Abstract

The paper is based on early research and practices in developing workplace Learning Analytics for the EU funded EmployID project, focused on identity transformation and continuing professional development in Public Employment Services (PES) in Europe. Workplace learning is mostly informal with little agreement of proxies for learning, driven by demands of work tasks or intrinsic interests of the learner, by self-directed exploration and social exchange that is tightly connected to processes and the places of work. Rather than focusing on formal learning, LA in PES needs to be based on individual and collective social practices and informal learning and facilitation processes rather than formal education. Furthermore, there are considerable concerns and restraints over the use of data in PES including data privacy and issues including power relations and hierarchies.

Following a consultation process about what innovations PES would like to pilot and what best meets their needs, PES defined priorities for competence advancement around the ‘resourceful learner’, self-reflection and self-efficacy as core competences for their professional identity transformation. The paper describes an approach based on Social Learning Analytics linked to the activities of the EmployID project in developing social learning including advanced coaching, reflection, networking and learning support services. SLA focuses on how learners build knowledge together in their cultural and social settings. In the context of online social learning, it takes into account both formal and informal educational environments, including networks and communities. The final section of the paper reports on work in progress to build a series of tools to embed SLA within communities and practices in PES organisations.

Download the paper (PDF)

The future of work and changing occupational identities

April 24th, 2016 by Graham Attwell

The debate over the future of work, long running in research circles but kicked into public consciousness amongst others a Oxford University study titled ‘The Future of Employment: How susceptible are jobs to computerisation’ suggesting over 40 per cent of jobs are at threat in the next 11 years due to technology, emgineercontinues. In truth there is little agreement from economists and labour market specialists. Some claim techn0logy is leading to more jobs, some that it is destroying jobs and still other that it is neutral. Some claim technology is leading to jobs being deskilled, others the reverse.

I like a recent blog post entitled ‘More on digitalisation and skills: What happens within occupations?’, by Guillermo Montt on the OECD Skills and Work web site. The article says that “as technology enters the workplace, the tasks related to a job and an occupation change” citing  Alexandra Spitz-Oener (2006) who found that in Germany, occupations in the 2000s require more complex skills than in 1979 and that this change is more pronounced in occupations that adopted computers. Although something of a simplification, that finding is largely born out in analysis of the USA O*NET data. The article also draws attention to research by James Bessen published in his recent book ‘Learning by Doing: The Real Connection between Innovation, Wages and Wealth‘. “He follows the evolution of occupations over time and claims that accelerated technological change has implications for inequality within occupations with more and more occupations becoming winner-take-all markets.” Essentially, as new technology is introduced pay and opportunities in occupations bifurcate with a few taking high high, pay levels and more taking home lower pay. “In occupations requiring above-median computer use, the 90th to 50th percentile wage ratio has risen by 0.2% per year but has remained stagnant in occupations with below-median computer use. Workers who stay ahead of the curve, those who learn by doing, reap the wage benefits of technological change.”

This has major implication for training and continuing professional development. CPD has traditionally been organised through courses. But as we have already found in in the EmployID project working with employees in European Public Employment Services, traditional course delivery is both too slow to respond to change and even more problematic is unable to deliver the volume of training required. The approach adopted in EmployID is both to look at using new technologies for learning and for promoting informal learning in the workplace but also to center on changing occupational identities. For instance there is a very different occupational identity associated with a print graphic designer than todays web designer. But the ability to change occupational identities may be shaped by previous learning experiences and by motivation as well as the ability to reflect on both individual and group learning. Within EmployID we are exploring how Learning Analytics can bets be deployed to assets people in reflection (Reflection Analytics) and to assist in transforming identities to deal with such change. I am presenting this work next week at a LAKs pre conference workshop in Glasgow and will publish by slides on this blog.

More thoughts on labour markets

April 12th, 2016 by Graham Attwell

Predicting the future of labour markets is not easy at the best of times. And this is not the best of times. The problems include the long lasting effects of the financial crash, the impact of government austerity policies (and non impact of qualitative easing) as well as rapid changes in the way we work and in the technologies we are using.

Essentially future labour markets are modelled using existing labour markets, with the proviso of different scenarios according to disruption. At the moment disruptions are seen to be overriding the base model, resulting in much uncertainty.This is a big issue for young people setting out on a career or indeed for those thinking of changing jobs or of entering education  and training.

The real problem with modelling is that there is no consensus on what is happening with today’s labour markets. Lately  this debate has spilled out from more academic and economic journals into the popular press, with predictions of a severe squeeze on middle skilled work, especially office work, due to the introduction of robots, machine learning and artificial intelligence. Yet a new  study by Dr Andrea Salvatori of the Institute for Social and Economic Research calls such concerns into doubt.

Although she recognises a bifurcation of labour markets with a decline of middle skilled jobs, rather than robots, the cause, she suggests, is the expansion in university education, “which has led to a tripling in the share of graduates among employees, accounting for the entire growth in top-skilled occupations, as well as a third of the decline in middling occupations.”

“In parallel, the relative performance of wages in high-skill occupations has deteriorated relative to mid-skill ones, indicating that the supply of workers for these jobs outpaced demand and contributed to the continuing shift from the middle to the top. These facts are highly suggestive that the improvement in the education of the workforce has contributed significantly to the reallocation of employment from mid- to high-skill occupations.”

Andrea Salvatori says that far from being threatened by technology the wages of middle skilled occupations have risen in line with high skilled professions, which she suggests may be due to the increased use of technology.

This debate is important. It suggests that rather than the disruption by technology (which it is always presumed as inevitable) it is government policies over education and training that are responsible for the shrinkage in middle skilled jobs. It could also be suggested that that lack of such jobs may in part be to blame fo the persistently low rate of increase in productivity in the UK, especially when compared with Germany which has continued to train for middle skilled jobs through its apprenticeship system.

 

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