References

This database has been compiled to provide a searchable repository on published research addressing “future skills” that will be a useful tool for researchers and individuals interested in the future of work and the future of skills.

The database integrates existing bibliographies focused on future skills and the future of work as well as the results of new ProQuest and Google Scholar searches. The process of building the database also involved consultations with experts and the identification of key research organizations publishing in this area, as well as searches of those organizations’ websites. For a more detailed explanation of how the database was assembled, please read the Future Skills Reference Database Technical Note.

The current database, assembled by future skills researchers at the Diversity Institute, is not exhaustive but represents a first step in building a more comprehensive database. It will be regularly updated and expanded as new material is published and identified. In that vein, we encourage those with suggestions for improvements to this database to connect with us directly at di.fsc@ryerson.ca.

From this database, we also selected 39 key publications and created an Annotated Bibliography. It is designed to serve as a useful tool for researchers, especially Canadian researchers, who may need some initial guidance in terms of the key references in this area.

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Reference

Clusters of stem jobs across Europe

Using geographic information system techniques, this article explores the formation of STEM jobs from a regional perspective. It uses data on European regions, specifically from the Nomenclature of Territorial Units, to first show (by means of Getis-Ord general G statistic and the global Moran’s I statistic) the existence of regional clusters of STEM jobs, which then it explores by means of Getis-Ord Gi*, a local indicator of spatial association. Finally, it estimates, both globally (fitting an ordinary least squares, regression model) and locally (fitting a geographically weighted regression), the extent to which different institutional and firm-based factors contribute to their formation. Findings reveal North–South and West–East differences in how factors contribute to the formation of STEM clusters in Europe. In particular, whereas STEM employment in the North seems to depend more on tertiary education, secondary education is more important in the South. On the other hand, whereas in Western Europe, a favorable learning environment seems to trigger the concentration of STEM jobs, extrinsic factors such as pay seem to be more important in Eastern Europe.
Reference

Artificial intelligence-based training learning from application

Purpose - This paper aims to discuss the rationale, theoretical foundation, application, and future of artificial intelligence (AI)-based training. Design/methodology/approach - A review of relevant research papers, articles and case studies is done to highlight developments in research and practice. Findings - AI-based training systems are smart, intelligent and expert in handling queries. These systems can curate content, grade, evaluate, and provide feedback to trainee, thus making learning adaptive and contextual. Practical implications - Application of AI is vital in the field of training, as it helps personalization and customization of training programs to increase the effectiveness of training. Originality/value - Executives and researchers can save time by reading relevant information on the linkage, and its contribution to AI is discussed and summarized in an easy to read format.
Reference

Work, pensions and poverty: A better deal under the next government

Purpose - The purpose of this paper is to explore how the next government could develop a better deal in relation to work, pensions and poverty. The paper argues that given the changing face of poverty, the next government should focus on creating better jobs if it is really to encourage people to work longer and save more for retirement. Furthermore, it could do more to support those who are currently under-saving for retirement. Design/methodology/approach - The paper draws on evidence from a number of recent qualitative and quantitative JRF research reports and government statistical data. Findings - The paper suggests policy recommendations for the next government focused on creating better jobs and helping those on lower incomes increase their pension pots. This includes: ensuring that the minimum wages is set with regard to the changing price of essentials and changing average earnings; raising awareness of the Living Wage and playing a leadership role; industrial strategies for low paid sectors; mid-life career reviews and increased rights for those aged 60 and over; the redistribution of tax relief on pension contributions and the auto-escalation of workplace pensions. Originality/value - This paper looks at the issue of an ageing society, work and pensions through a poverty lens.
Reference

An integrated e-learning solution in hospitals

In hospitals, the life-long learning for healthcare professional has just required greater flexibility regarding when courses can be started, where they can be taken and how long they last. On the other hand, within the medical and healthcare milieu, other factors, such as: "heightened expectations for healthcare services quality", "acute shortage of healthcare professionals", "increased complexity of healthcare services" and "accelerated technological changes", etc., reinforce the need for continual competency-based training of its workers. As the ISO 9000 quality management system (QMS) has been increasingly adopted by hospitals, more applications require continuing QMS training for healthcare professionals. This paper employs a modern hybrid e-learning model to reduce the time and location limitations in providing QMS knowledge and practices for delegates in continuing medical education, while principal learning theories such as: "Adaptive Learning", "Collaborative Learning", "Learning in Community", "Scaffolding Learning", and "Scenario Learning" are incorporated onto a computational platform. A series of hybrid digital contents of QMS, namely: "e-Learning Map", "e-Illustration", "e-Learning Group", "e-Comprehension", and "e-Workshop" were developed, applied and validated to be effective in reinforcing the competence of those who received the hybrid e-learning contents. As a result, an effective e-learning application model for healthcare professionals and the quality of training is proven.
Reference

Basic information and communication technology skills among Canadian immigrants and non-immigrants

Male immigrants are disproportionately employed in information and communication technology (ICT) industries and occupations in Canada. The authors use a measure of basic ICT skills to document differences in skill levels, and those skills’ relationship with labour market earnings, across immigration classes and categories of Canadians at birth. Adult immigrants, including those assessed by Canada’s points system, have lower average ICT scores than Canadians at birth, although the rate of return to ICT skills is not statistically different between them. Immigrants who arrive as children and the Canadian-born children of immigrants have similar outcomes as the Canadian-born children of Canadian-born parents.
Reference

Work and organisations in 2020: The future we want?

The arguments in this report have arisen from a unique process of dialogue involving representatives of major employers’ and trade union organisations, public agencies, professional organisations and universities, as well as researchers and activists from diverse backgrounds. This paper makes the case for workplace innovation and participative working and the opportunities and limitless possibilities for creative and rewarding entrepreneurship that these afford. It argues that workplace innovation has a major impact on both the performance of the enterprise and on national economic competitiveness. It boosts productivity, quality and innovation, by making better use of workforce talent and has a profound effect on employees’ learning and development, health, well-being, ageing and wider roles as citizens. Set against a backdrop of changing economic priorities and demographic changes, where organisational hierarchies and jobs for life are being replaced by a knowledge based network economy bristling with innovative communication technologies, this report argues that the workplace constitutes a vital but neglected asset in facing the challenges of a volatile world economy and that there are missed opportunities amongst politicians and policymakers in maximising the role that workplaces and organisations can play. The potential of the workplace, the focal point at which wealth creation and social wellbeing come together, is being ignored. There is clear agreement amongst those responsible for this report about the need to challenge such a major gap in the current policy environment, especially at a time when growth and employment rank so highly in the list of national priorities.
Reference

The visible employee - Technological governance and control of the mobile workforce

Field technology is electronic systems or equipment designed to capture and communicate data on workers in the field so that employers can manage, document or inspect the behavior and job performance of the mobile workforce. In this article, we argue that the deployment of various types of field technology can be interpreted as the technological realization of popular reform programs that have been introduced in the public and the private sector over the last three decades, especially risk management and New Public Management. Further, we argue that the use of field technology implies that internal systems for governance and control migrate from the corporate to the individual level. We propose that one important effect of this migration is that the privacy (data protection) of the mobile workforce is diminished and that the power of managers is enhanced. Our discussions and conclusions are based on a qualitative study of the effects of various field technologies in 52 private companies and public organizations in Norway.
Reference

Workplace innovation as regional economic development: Towards a movement?

Action Research in Workplace Innovation and Regional Development (Fricke and Totterdill, 2004) advocated creating “many low-intensity cases generated by a great variety of actors ... (integrating) the ideas and interests of as many regional stakeholders as possible”, thereby unleashing the potential to introduce industrial democracy and worker participation into regional development processes. This article explores a specific attempt to stimulate workplace innovation in the UK, a country with no tradition of such policy initiatives, through a coalition of regional actors. The resulting programme was successful in its own terms, achieving tangible outcomes and shared learning, but failed to create a sustainable momentum in its own region. The learning and experience from the programme was subsequently absorbed by policy makers elsewhere in the UK.
Reference

Vocational education and training: The terra incognita of innovation policy

Is what is known from research on systemic innovation reflected in innovation policy, both as guiding principles and as actions? This paper highlights a major paradox in the translation of research on innovation into innovation policy in Australia. The innovation studies literature has established the central role of the vocational education and training (VET) system and VET-trained workers in technology generation, diffusion and incremental innovation. Research has also established that the pattern of innovation in Australia, compared with that in many other OECD countries, makes firms more reliant on VET skills to implement innovation. Despite this recognition in the innovation literature, this paper argues that the VET system is largely excluded from government innovation policy and programmes in Australia. Evidence for this exclusion is derived from a textual analysis of the principal Australian government policy statements and government-sponsored studies of the Australian innovation system, and from an analysis of the interest groups represented on government innovation advisory and policy structures. Tentative explanations are advanced for this exclusion and a number of important benefits are identified for the VET system and the wider innovation system arising from closer integration of VET into innovation policy.