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.

Search the database

  • Filter by Reference Type
  • Book
  • Book Chapter
  • Journal Article
  • Other
  • White Paper
  • Filter by Year
  • 2026
  • 2025
  • 2024
  • 2023
  • 2022
  • Before 2022
  • Sort By
  • Newest
  • Oldest
  • Alphabetical
Clear all

2914 results

Sorry, no results were found for your query

Reference

Improving skills and their use in Germany

Cognitive skills, such as reading and numeric skills, are key determinants of wages, employment and long-term economic growth. Good cognitive skills also reduce poverty risk and improve non-material wellbeing, such as health and social cohesion. Non-cognitive skills, such as skills to use information and communication technology as well as managerial skills, also help workers adapt to new technologies and globalisation. In Germany cognitive skills among adults are above OECD average, but weaker than in leading economies, especially among individuals with low and middle qualifications. Much progress has been made to improve learning outcomes of youth with disadvantaged socio-economic background. Nonetheless, high-quality childcare, early childhood and full-day primary education still need to expand. The vocational education system is very successful in integrating young people well in the labour market. Strengthening general education within the successful vocational education and training system could help ensure the capacity of graduates to adapt to technological change at higher age in the future. Participation in life-long learning could be encouraged by better addressing individual training needs. This could improve prospects for adults without professional qualifications. Women's skills are used less well than men's, calling for policies to address gender imbalances in the labour market.
Reference

UK Commission’s employer skills survey 2011: Technical report

Results from the first UK-wide employer skills survey. Covers training and staff development, vacancies unfilled because of skills shortages, gaps in employees’ skills and recruitment of education leavers. Provides a comprehensive and robust picture of skills needs and training investment in UK businesses by country, size and sector.
Reference

Next steps for improvement: Identifying the gaps between education and employability in Ontario high schools

The Human Resources Professionals Association (HRPA) undertook to identify whether there is a skills gap in Ontario, and if so, what particular skills are missing. Through its own unique research, the HRPA has found that various soft skills are missing from the skillset of entry-level workers today, not the hard skills that are easiest for employers to teach. The development of soft skills continues to be a focus of Ontario’s high school curriculum. These skills have been a measurable outcome on report cards since 1998 and are critical to building a competitive workforce for the 21st century. Without a strong foundation of soft skills developed in high school, students have challenges that progress through higher levels of learning and into the workforce. With this in mind, this paper explores whether gaps between the current Ontario high school curriculum and employability may be a root cause of this skills challenge, and whether students are being taught the way employers need them to be taught. It provides quantitative evidence directly from employers that a soft skills gap does indeed exist. Based on this discovery, the paper makes a series of recommendations on how this soft skill gap can be closed.
Reference

Aboriginal youth, education, and labour market outcomes

Recently, there have been many concerns raised in Canada about labour market shortages and the aging of the labour force. Various potential solutions to these problems have been discussed, including reliance on immigration and retaining older workers in the work force. Within this discussion little attention has been paid to another potential resource—the Aboriginal population. Compared to the general Canadian population, the Aboriginal population is young and growing, and it has the potential to partially meet some of the emerging labour market. In some parts of the country, the Aboriginal population makes up a significant share of the potential labour force, especially when demographic trends are projected into the future. In order to fully take advantage of this resource, however, continued improvements will be needed in the education and training of the Aboriginal population. This chapter illustrates another cost associated with lower educational attainment for Aboriginal peoples.
Reference

Why do cities matter? Local growth and aggregate growth

We quantify the amount of spatial misallocation of labor across US cities and its aggregate costs. Misallocation arises because high productivity cities like New York and the San Francisco Bay Area have adopted stringent restrictions to new housing supply, effectively limiting the number of workers who have access to such high productivity. Using a spatial equilibrium model and data from 220 metropolitan areas we find that these constraints lowered aggregate US growth by more than 50% from 1964 to 2009.
Reference

Qualitative evaluation of demand-led skills solutions: Growth and innovation fund, and employer investment fund

The UK Commission for Employment and Skills commissioned a qualitative evaluation across a range of investments, including projects funded under the first two rounds of the Growth and Innovation Fund (GIF) and the second phase of the Employer Investment Fund (EIF). The evaluation was undertaken from November 2012 to April 2013. It was based primarily around a qualitative case study approach. There were 10 case studies looking at investment fund projects (five EIF 2 case studies; and five GIF projects, including three GIF 1 case studies and two GIF 2 case studies) and 10 case studies on standards and framework products. In addition to the case studies, the research also included interviews with organisations that were recipients of development funding and/ or support and advice introduced as part of the GIF 2 development phase. This report presents the findings of the investment case studies and interviews with organisations that received development funding and / or support and advice. A separate report presents the findings from the standards and framework case studies.
Reference

Qualitative evaluation of demand-led skills solutions: Standards and frameworks

The UK Commission for Employment and Skills commissioned a qualitative evaluation across a range of investments, including the standards and framework programme, which procures the development of National Occupational Standards (NOS) products, apprenticeship framework products and Vocational Qualification (VQ) products. The evaluation was undertaken from November 2012 to April 2013. It was based primarily around a qualitative case study approach. There were 10 case studies looking at standards and frameworks products (five National Occupational Standard case studies; four Apprenticeship framework case studies; and one Vocational Qualification case study) and 10 case studies on projects funded through the Growth and Innovation Fund Rounds 1 and 2 (GIF) and Employer Investment Fund Phase 2 (EIF). There are two evidence reports: one presents the findings of the standards and frameworks case studies; and a separate report presents the findings from the research undertaken on the GIF and EIF investment programmes.
Reference

Sector insights: Skills and performance challenges in the health and social care sector

This report examines skills and performance challenges facing the health and social care sector. It provides a synthesis of evidence on the sector outlook, identifies major trends affecting skills demand, investigates employer perceptions of skills challenges facing specific occupations, and investigates employer awareness of, engagement with and interest in National Occupational Standards. The study focuses on five key occupations in the sector: care assistants, care home managers and proprietors, medical professionals, physiotherapists and nursing auxiliaries.
Reference

Artificial Intelligence and International Security

There are a number of direct applications of AI relevant for national security purposes, both in the United States and elsewhere. Kevin Kelly notes that in the private sector “the business plans of the next 10,000 startups are easy to forecast: Take X and add AI.” There is similarly a broad range of applications for AI in national security. Included below are some examples in cybersecurity, information security, economic and financial tools of statecraft, defense, intelligence, homeland security, diplomacy, and development. This is not intended as a comprehensive list of all possible uses of AI in these fields. Rather, these are merely intended as illustrative examples to help those in the national security community begin to think through some uses of this evolving technology. (The next section covers how broader AI-driven economic and societal changes could affect international security.)