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

Locked in? The enforceability of covenants not to compete and the careers of high-tech workers

We examine how the enforceability of covenants not to compete (CNCs) affects employee mobility and wages of high-tech workers. We expect CNC enforceability to lengthen job spells and constrain mobility, but its impact on wages is ambiguous. Using a matched employer employee dataset covering the universe of jobs in thirty U.S states, we find that higher CNC enforceability is associated with longer job spells (fewer jobs over time), and a greater chance of leaving the state for technology workers. Consistent with a “lock-in” effect of CNCs, we find persistent wage-suppressing effects that last throughout a worker’s job and employment history.
Reference

Women matter: Time to accelerate- Ten years of insights into gender diversity

Globally, women generate 37 percent of global GDP despite accounting for 50 percent of the global working-age population. The global average contribution to GDP masks large variations among regions. The share of regional GDP output generated by women is only 17 percent in India, 18 percent in the Middle East and North Africa (MENA), 24 percent in South Asia (excluding India), and 38 percent in Western Europe. In North America and Oceania, China, and Eastern Europe and Central Asia, the share is 40 to 41 percent.2 For the past 10 years, McKinsey has been researching to build the case for greater parity in the economy and corporations. Through the Women Matter and Women in the Workplace series, and McKinsey Global Institute's Power of parity reports, we have developed a global and regional understanding of the situation, built a clear economic case for change, both at the macro and micro levels, and identified common barriers and change drivers across the world, as well as specific issues or gaps to fix in some regions. Ten years after our first report, while there is momentum in some parts of the world— namely Europe, North America and some places in Asia and Latin America—women are still underrepresented in the economy and in companies' top management. This anniversary publication provides an updated fact-based picture of the representation of women in the top management of corporations around the world and brings together the key learning from our work in gender parity over the past ten years. It includes the latest facts and insights from our studies in regions, in order to reinforce the case for change, and offers an overview of the persistent barriers as well as the critical levers needed to make change happen.
Reference

The power of parity: Advancing women's equality in Canada

This report builds on the bodies of research from McKinsey’s Women Matter and MGI’s The Power of Parity, positioning efforts to improve gender equality in the context of Canada’s changing economy and future needs for productivity and growth. Although Canada has made great progress toward improving the social and economic opportunities for women, challenges remain in addressing a number of areas of inequality across both work and society. In analyzing this issue for Canada, we hope to help business leaders chart the way to achieving greater gender diversity within their corporations and support all stakeholders, including policy makers, in devising effective interventions that promote equitable growth and broad-based prosperity.
Reference

Getting your foot in the door: A look at entry level job vacancies in Canada

Most careers begin with an entry-level job, which essentially require no previous work experience. Job vacancies for entry-level positions are not only open to persons with no previous work experience, such as new entrants to the workforce and recent graduates, but also to those re-entering the labour market or wishing to change careers. These positions enable workers to acquire the skills and experience necessary to advance towards better jobs in the future. Changes in the economic landscape, including shifts to globalized markets and an emphasis on innovation and technology, have led to changes in how Canadians transition into the labour market. Some Canadians have responded by pursuing higher education: the proportion of employed Canadians aged 25 to 44 with a university degree increased from 18% in 1990 to 38% in 2016.1 For other Canadians, a cooperative education facilitates the school-to-work transition and provides an opportunity to acquire marketable skills: the proportion of college graduates who participated in a co-op program rose from 7% in 1986 to 22% in 2010.2 In response to an increased demand for skilled tradespeople, others have opted for apprenticeship programs that provide on-the-job training: registration in apprenticeship programs increased by 15% between 2008 and 2015, from 390,000 to 451,000.3 Understanding whether the skills employers are looking for differ from the ones available in the labour market is important. Some evidence hints that Canadian employers are having difficulty recruiting qualified workers.4 Employers are looking to recruit employees 2 / Insights on Canadian Society December 2017 — Statistics Canada Getting your foot in the door: A look at entry-level job vacancies in Canada who can adapt to changing workplace and industry conditions, as well as those who demonstrate strong “people skills” such as collaboration, communication, functional knowledge and problem solving skills
Reference

Diversity in the public services executive ranks

A look at how women, visible minorities and Indigenous people are represented in the highest ranks of the federal public service.
Reference

Chronic low income among immigrants in Canada and its communities

This paper examines the rate of chronic low income among immigrants aged 25 or older in Canada during the 2000s. Chronic low income is defined as having a family income under a low-income cut-off for five consecutive years or more. A regionally adjusted low-income measure is used for the analysis. Among immigrants who were in low income in any given year, about one-half were in chronic low income. The highest chronic rates were observed among immigrant seniors, as well as immigrants who were unattached or lone parents. There were large differences in the chronic low-income rate by immigrant place of birth, even after adjusting for differences in other immigrant background characteristics. The chronic low-income rate was lower among economic class immigrants than among family or refugee classes, but the difference was reduced after adjusting for background characteristics. Chronic low-income rates among immigrants varied significantly across the 29 cities/regions in the study, varying by a factor of 5 between the highest and lowest rates. However, the community ranking was not static and changed significantly between the beginning and end of the 2000s.
Reference

Automation and the future of the African American workforce

How automation affects the US workforce is largely a question of which jobs and activities can be most easily automated. At a macro level, change will take time to occur. It’s not likely that a million truck drivers will be thrown out of work in the next few years, because the technologies to automate these roles have not matured, nor have companies developed business cases to use them. But at the micro level, change can happen quickly as individual workers are displaced—which is more likely in some types of roles than in others. The kinds of support activities performed by service workers, administrative-support workers, operatives, laborers, and helpers are, not surprisingly, more easily automated than are the directive activities performed by executives, professionals, technicians, and sales and craft workers. And that leaves African Americans especially vulnerable. In fact, when we overlaid racial representation over automation assessments of nearly 2,000 different detailed work activities in more than 800 occupations, we found that African American workers are disproportionately concentrated in the kinds of support roles most likely to be affected. Moreover, we found that efforts to ease a general workforce transition into an automated future could wind up worsening existing racial disparities in income, opportunity, and wealth
Reference

Untapped potential: Attracting and engaging women in Canadian manufacturing

A healthy manufacturing sector is critical to Canada’s long-term economic prosperity. However, chronic labour and skills shortages are impeding the sector’s ability to grow and remain globally competitive. In Canadian Manufacturers & Exporters’ (CME) 2016 Management Issues Survey, businesses stated that attracting and retaining skilled labour was their top challenge. Nearly 40 per cent of respondents reported that they currently face labour and/or skills shortages, and nearly 60 per cent anticipated such shortages within the next five years. These shortages are having a major impact on Canadian manufacturers. Nearly 20 per cent of businesses said that a lack of workers is curbing business growth and new product development. They are also foregoing production opportunities as a result. More concerning still, if these issues are left unaddressed, 16 per cent of businesses stated that they will shift production and investment outside of Canada. Women represent a vast and relatively untapped resource that offers a solution to this problem. There are 8.6 million women working in Canada. They make up about 48 per cent of the Canadian workforce, but only 28 per cent of jobs in manufacturing. They hold less than five per cent of jobs in some production-related occupations.
Reference

Women and STEM: Bridging the divide

The labour market is increasingly demanding higher skill levels in science, technology, engineering and math (STEM). And, the market is paying women above-average wages in these fields. It will be difficult to narrow the overall gender wage gap if women fail to make stronger inroads into STEM fields. Aptitude differentials in math among girls and boys as the source of women underrepresentation in STEM has been debunked many times over. The causes are numerous and complex but include marginalization within educational and corporate institutions. Within the workplace, employers need to revisit whether ongoing marginalization is present. Women who acquire a degree in STEM are disproportionately slotted into lower paying technical roles.