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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Journal Article

Immigrants' participation in non-formal job-related trainingexternal link icon

2018: Storen, L. and Boring, P. Routledge, Taylor & Francis paywall icon
Participation in job-related training among immigrants is becoming more important in Europe in view of large immigration inflows. This paper considers differences in training participation rates by immigrant background including by whether they are from Western or non-Western origins. Also considered is whether differences by immigrant background depend on whether the training was supported by employers. The analyses are based on individual-level data from the [OECD's Programme for the International Assessment of Adult Competencies PIAAC database. Four countries are included in the analysis: Denmark, Finland, the Netherlands and Norway, countries that feature a highly educated labour force and social policies designed to support and incentivise skill development over the life span including disadvantaged groups. The analyses reveal that the differences in participation rate according to immigrant backgrounds are relatively small, in all countries except Finland. Still, the immigrants receive less employer-sponsored training than non-immigrants. The results indicate a high demand for training among immigrants., This article is part of a special issue entitled 'Work-related training and workplace learning: Nordic perspectives and European comparisons', guest edited by Tarja Irene Tikkanen, Liv Anne Storen, and Elisabeth Hovdhaugen.
Storen, L. and Boring, P. (2018). Immigrants' participation in non-formal job-related training. International Journal of Lifelong Education, 37(5), 598-614 . Retrieved from https://doi.org/10.1080/02601370.2018.1554719.
Journal Article

How do workers benefit from skill utilisation and how can these benefits be enhanced?external link icon

2019: Boxall, P., Huo, M., and Winterton, J. SAGE on behalf of Australian Labour and Employment Relations Association paywall icon
This article uses national-level data to examine the benefits for workers of better skill utilisation and the question of how opportunities to use skills in the workplace can be enhanced. Analysis of the New Zealand data in the 2005 and 2015 rounds of the International Social Survey Programme confirms that better skill utilisation is generally associated with a broad range of beneficial outcomes, including higher employee income, better opportunities for career advancement, higher job satisfaction, greater organisational commitment and lower turnover intentions. In addition, skill utilisation serves as a significant mediator between work autonomy and employee outcomes, particularly in the 2015 survey. As a general rule, better utilisation of employee skills will occur in organisational climates in which employee autonomy is encouraged.
Boxall, P., Huo, M., and Winterton, J. (2019). How do workers benefit from skill utilisation and how can these benefits be enhanced?. Journal of Industrial Relations, 61(5), 704-725. Retrieved from https://journals.sagepub.com/doi/10.1177/0022185618819169.
Journal Article

How are universities supporting employers to facilitate effective 'on the job' learning for apprentices?external link icon

2019: Minton, A. and Lowe, J. Emerald Publishing Limited paywall icon
Purpose: The purpose of this paper is to review a range of mechanisms used by universities to support employers to facilitate effective “on the job learning” for apprentices. It reflects on how these mechanisms can be used to address some of the challenges, reported in the literature that employers face to in supporting apprentices in the workplace. Design/methodology/approach: A short questionnaire administered to colleagues prior to attendance at a workshop, identified a range of activities, at various stages of engagement with employers that were used by universities to facilitate effective workplace learning and also to address some of the challenges faced by employers. These activities were then discussed and explored within the workshop to identify areas of best practice from the HEI sector to promote effective workplace learning. Findings Engagement with employers needs to occur from the outset of the development of the apprenticeship. Embedding the on the job learning within the design of the academic programme, with explicit links between the theoretical learning (knowledge element of the apprenticeship standard) and practical application of learning (skills and behaviours within the apprenticeship standard). Regular interactions with a range of staff within the employer ensure that there is a clear understanding throughout the apprentice’s journey, of how to promote an effective learning environment for the apprentice within the context of the organisation. The role of the workplace facilitator/mentor key. A range of approaches to providing training and ongoing support for facilitators/mentors was identified. Research limitations/implications The study was limited to the participants within the workshop at the conference, a self-selecting group from a relatively small number of HE providers. The HEIs represented provided apprenticeships in a range of subject areas, working with both public sector and private sector providers. Further studies are required to encompass a broader range of providers, including drawing on best practice from the FE and independent sector, and applying principles used there in the context of HE. Practical implications Engagement with employers from an early stage of the development of the apprenticeship is imperative, viewing the apprenticeship holistically, rather than as an academic programme with some work-based activities. Resources need to be devoted to regular and frequent contact with a range of personnel within the employer organisation, so that a partnership approach to supporting learning is developed. Training and ongoing support for work-based mentors/facilitators continues to be a key success factor. This needs to be managed to balance the learning needs of the mentors with the potential impact on workplace productivity. Social implications The paper identifies a range of approaches that will enhance the effectiveness of learning in the workplace. This will both enhance the apprentice’s learning experience and ensure that higher and degree apprenticeships are developed holistically, meeting the academic requirements of the university and the workplace needs of the employer. This, in turn, will enhance success rates and reduce attrition rates from apprenticeships, which, in turn, may encourage more employers to engage with higher and degree apprenticeships. Originality/value The paper collates a range of best practice from the sector to promote effective workplace learning. Keywo
Minton, A. and Lowe, J. (2019). How are universities supporting employers to facilitate effective 'on the job' learning for apprentices?. Higher Education, Skills and Work-based Learning, 9(2), 200-210. Retrieved from https://www.emeralDCom/insight/content/doi/10.1108/HESWBL-10-2018-0099/full/html.
Journal Article

Higher education and activities to improve students' employability skillsexternal link icon

2019: Pouratashi, M. Taylor & Francis Group paywall icon
The purpose of this mixed methods study was to examine university activities to improve students' employability skills. The study conducted in two phases and Data were collected through interview and via a questionnaire. SPSS and Expert Choice statistical software were used for data analysis. According to the findings, the three main categories were education and research, supportive services, and communication and informing. In addition, analytic hierarchy process results revealed that education and research had the most importance to improve employability skills.
Pouratashi, M. (2019). Higher education and activities to improve students' employability skills. Journal of Education for Business, 94(7), 433-439. Retrieved from https://www.tandfonline.com/doi/abs/10.1080/08832323.2018.1548421?journalCode=vjeb20.
Journal Article

Has complementarity between employer-sponsored training and education in the US changed during the 2000s?external link icon

2018: Waddoups, C. Routledge, Taylor & Francis paywall icon
The study reveals that the positive correlation between formal education and job training (complementarity) has weakened during the 2000s. Using U.S. Census Bureau data from the Survey of Income and Program Participation, the study finds that although workers in all categories of educational attainment felt the decline, the effects were strongest among workers in the middle of the educational spectrum. Decomposition analysis indicates that workers' education profiles in 2009 were more conducive to training than in 2001, which implies that policies focusing on individual characteristics to elicit additional job training will likely not be effective.
Waddoups, C. (2018). Has complementarity between employer-sponsored training and education in the US changed during the 2000s?. Education Economics, 26(1), 46-61 . Retrieved from https://eric.ed.gov/?id=EJ1161862.
Journal Article

Graduates employability skills: A review of literature against market demandexternal link icon

2019: Osmani, M., Weerakkody, V., Hindi, N., and Eldabi, T. Taylor & Francis Group paywall icon
While higher education institutes attempt to adapt their curricula to cope with national employability strategies, there remain some significant variations between what employers want and the attributes possessed by new graduates. Using a systematic review of literature and focused scanning of the job market, the authors aimed to contribute to the debate by mapping and contrasting the rankings of graduate attributes among academic and practitioner communities. The study focuses on 2 sectors from the United Kingdom.
Osmani, M., Weerakkody, V., Hindi, N., and Eldabi, T. (2019). Graduates employability skills: A review of literature against market demand. Journal of Education for Business, 94(7), 423-432. Retrieved from https://www.tandfonline.com/doi/abs/10.1080/08832323.2018.1545629?journalCode=vjeb20.
Journal Article

Geography of skills and global inequalityexternal link icon

2020: Burzynski, M., Deuster, C., and Docquier, F. paywall icon
This paper analyzes the factors underlying the evolution of the worldwide distribution of skills and their implications for global inequality. We develop and parameterize a two-sector, two-class, world economy model that endogenizes education and mobility decisions, population growth, and income disparities across and within countries. First, our static experiments reveal that the geography of skills matters for global inequality. Low access to education and sectoral misallocation of skills substantially impact income in poor countries. Second, we produce unified projections of population and income for the 21st century. Assuming the continuation of recent education and migration policies, we predict stable disparities in the world distribution of skills, slow-growing urbanization in developing countries and a rebound in income inequality. These prospects are sensitive to future education costs and to internal mobility frictions, which suggests that policies targeting access to all levels of education and sustainable urban development are vital to reduce demographic pressures and global inequality in the long term.
Burzynski, M., Deuster, C., and Docquier, F. (2020). Geography of skills and global inequality. Journal of Development Economics, 142, . Retrieved from https://www.iza.org/publications/dp/11804/geography-of-skills-and-global-inequality.
Journal Article

Graduate readiness for the employment market of the 4th industrial revolution: The development of soft employability skillsexternal link icon

2019: Teng, W., Ma, C., Pahlevansharif, S., and Turner, J. Emerald Publishing Limited paywall icon
Purpose: The purpose of this paper is, first, to examine student perspectives of their university experience in terms of the soft employability skills they develop; second, how prepared those students feel for the future employment market and finally investigate whether there are differences in perceptions between Chinese and Malaysian students given their different educational experience. Design/methodology/approach: In this study, 361 predominantly Chinese undergraduate students at two universities, one in China and the other in Malaysia completed the 15-item Goldsmiths soft skills inventory using an online survey. Findings: The results, analysed using factor analysis and confirmatory factor analysis, indicated that the university curriculum develops student soft skills, particularly in the Malaysian university and supports the relationship between soft skill and student preparedness for employment. The results also indicate that compared with the respondents from the Chinese university, the Malaysian university respondents were more likely to be positive to statements concerning their respective university’s ability to develop their soft skills. Research limitations/implications: Such findings have implications for education providers and business in that it is important for universities to embed soft skills into the curriculum in order to develop graduate work readiness. Originality/value: What this research contributes is not only consolidation of existing research in the contemporary context of a disruptive jobs market, it takes research forward through analysing student perceptions from two universities, one in Malaysia and the other in China, of the skills they develop at university and the importance of soft skills to them and their perceptions of future employment and employability. Such research will provide insight, in particular, into the role of education providers, the phenomena of underemployment among graduates in China, and be of practical significance to employers and their perception that graduates lack the necessary soft skills for the workplace (Anonymous, 2017a; Stapleton, 2017; British Council, 2015; Chan, 2015).
Teng, W., Ma, C., Pahlevansharif, S., and Turner, J. (2019). Graduate readiness for the employment market of the 4th industrial revolution: The development of soft employability skills. Education + Training, 61(5), 590-604. Retrieved from https://www.emeralDCom/insight/content/doi/10.1108/ET-07-2018-0154/full/html.
Journal Article

Gender in the gig economy: Men and women using digital platforms to secure work in Australiaexternal link icon

2019: Churchill, B. and Craig, L. SAGE Publications paywall icon
This article explores the characteristics, experiences, and motivations of men and women who secure work through digital platforms. Drawing on quantitative survey data – the first of its kind – of Australian men (n = 251) and women (n = 253) it finds that the gig economy, much like the wider economy, is highly gender-segregated. Men dominate platforms which specialise in what might be considered traditionally male tasks like transport and women dominate platforms which specialise in more traditional female tasks like caring. The results suggest that the gig economy may be an alternative for women in the creative industries. Men and women are both drawn to the gig economy for income-related reasons, despite a significant proportion of them holding a job outside the gig economy. Flexibility was an important motivator for both genders, but women were more likely than men to report that they did gig work because it ‘fitted with their schedule', indicating that non-work commitments such as family constrain women more than men. More men than women reported that gig work was effective in generating income.
Churchill, B. and Craig, L. (2019). Gender in the gig economy: Men and women using digital platforms to secure work in Australia. Journal of Sociology, 55(4), 741-761. Retrieved from https://journals.sagepub.com/doi/10.1177/1440783319894060.

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