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Utilizing work task data drawn from the OECD’s Survey of Adult Skills of 2011–2012 and 2014–2015, we derive a new skills-based indicator of graduate jobs, termed ISCO(HE)2008, for 31 countries. The indicator generates a plausible distribution of graduate occupations and explains graduates’ wages and job satisfaction better than hitherto existing indicators. Unlike with the traditional classifier, several jobs in major group 3 “Technicians and Associate Professionals” require higher education in many countries. Altogether, almost a third of labor is deployed in graduate jobs in the 31 countries, but with large cross-national differences. Industry and establishment-size composition can account for some of the variation. In addition, two indicators of the relative quality of the higher education system also contribute to the variation in the prevalence of graduate jobs across countries.

In this chapter, the interplay between the development of the discipline, the development of the field of study, and the emergence of professional fields is examined using the example of mathematics. In connection with the formation of the modern research university, mathematics has emerged as an independent scientific discipline and as an independent field of study. In the process, mathematics attains a high degree of formalization and internal coherence. This is the basis for the penetration of mathematicians into more and more professional fields, even outside science. Real problems or real facts are reduced to aspects that are amenable to mathematical modeling by treating them as quantifiable parameters. As mathematics expands as a field of study, more and more professional sectors become applications of mathematical models. As a consequence, more mathematical fields of study are differentiating themselves, specializing in these application fields. This chapter analyzes this dynamic and its preconditions.

The chapter discusses pedagogical models of digital learning in the United Kingdom with a focus on online and blended learning, rolled out as a case study in one university. The chapter appraises the effectiveness of the model that implemented and foregrounded the evidence in the wider literature on models of digital learning in higher education. The chapter provides thematic analysis and methodological opportunities for the improvement of practice and presents a set of implementation implications and pitfalls to avoid for higher education institutions in Africa. Furthermore, a number of trends regarding the blending of learning and communication synchrony in digital learning have also been identified.

While there has been intense debate in the empirical literature over the evolution of the college wage premium in the United States, its evolution in Europe has received little attention. This paper investigates the causes of the evolution of the college wage premium in 12 European countries from 1994 to 2009, assessing the relevance of the supply factor as a determinant of the college wage premium. I use cross-country variation in relative supply, demand, and labour market institutions to examine their effects on the trend in wage inequality. I address possible concerns of endogeneity of the relative supply using an IV strategy exploiting the differential legislations of university autonomy and their variations over time. Results show that the strong increase in the relative supply that European countries have experienced has decreased the college wage premium. The most relevant institution is the minimun wage, which significantly decreases college wage premium.

David M. Gordon advanced labour economics with his theory of labour market segmentation, in which jobs rather than the marginal productivity of individual workers were the unit of analysis. He advanced economic historiography and macroeconomics by conceptualising social structures of accumulation – a framework built on the foundation of his institutionalist training and enriched by his study of Marxist economics. By appropriating methods from other social science disciplines into econometrics, he augmented empirical analysis in economics. He was a founding member of the Union of Radical Political Economics and its journal, the Review of Radical Political Economics – that advanced and promoted heterodox, radical, and Marxist economists in the United States. His contributions to economics, to organised labour, and to the New School for Social Research, where I studied with him, were stunning.

Part 1 lays out some context about the New School Graduate Faculty where Gordon taught. Part 2 explores what historical forces, including his family, led to his expansive creativity. Part 3 summarises how he expanded labour economics to include the relations as well as the technology of production, linked his understanding of the production process to a historical materialist view of labour in the United States, then extended that to econometric analyses of the US macroeconomy. Part 4 presents a bibliometric analysis to provide some idea of the impact of his work. I end with some concluding remarks.

Purpose: This chapter explores the changing global dynamics of employability and the current skill gaps among college students. Employability is defined as the measure of how desirable an individual is in the workforce, that is, their skills and knowledge. This chapter is centred on the students’ existing skills, missing skills, and the skill requirements of different industries.

Methodology: For this study, both primary and secondary data have been collected. Case studies have been used to analyse the skill gaps among students and industry requirements. Primary data has been collected from Indian students and case studies from other countries.

Findings: After conducting primary surveys and analysing case studies, we were able to conclude that there are serious skill gaps among students – especially in industries related to new emerging technologies. Educational institutes are not keeping pace with technological changes, and, in some cases, are not taking care of students’ interests. This is a serious problem for unemployed youth around the world.

Practical Implications: This chapter will help design the curriculum, addressing core issues of skill shortages in the labour market in developing and underdeveloped countries, decreasing the labour shortage and increasing employment, and helping countries’ national income.

Significance: This study is important as it addresses the issue of unemployment by providing a clear understanding of the present needs of industries. Educational institutions and the government will be able to design the best curriculum and education policies to provide the youth with all the necessary skills to help them fulfil the needs of industries.

Purpose: This chapter addresses the skills shortages in Kosovo’s labour market, emphasising the service sector. The labour market economy is very dynamic, and Kosovo, with the youngest population in Europe, also has the highest unemployment level among youths. Therefore, we aim to analyse the mismatches of the skills demand in the labour market.

Methodology: The scientific methods used in this chapter are quantitative methods applying analytical and critical approaches based on economic theory. In this chapter, we analysed secondary data from Labour Force Surveys (LFS) and official reports such as the World Bank and UNDP. We have also conducted primary research with the employees of SMEs in the service sector, with specifically related questionnaires for descriptive issues.

Findings: The logit model used in this research has shown goodness of fit and yielded significant results. Based on the empirical findings, we have found a need for some main soft skills such as communication skills, language skills, ICT skills, and additional training to help gain employability skills. These findings suggest that there is a need for more skills in the service sector, significantly impacting the employees’ job performance and the job seeker’s level of employability.

Significance: Noticeably, countries that are still in the transition process face inequalities in the labour market and have a very high level of unemployment. The findings can be used in analysing demand-side management of the labour market and mismatching of skills in transition economies by policy makers.

This study takes the position that the vitality of academic libraries is grounded in the working experiences of its librarians. It suggests that a full understanding of problems facing contemporary information professionals in the post-industrial workplace requires an analysis of the labouring aspects as well as the professional nature of their work. The study of changes in the academic library work experience thus depicts the state of the library, and has implications for other intellectual workers in a social environment characterized by expanding information technologies, constricted economic resources, and the globalization of information production. Academic librarians have long recognized that their vocation lies not only in the classical role in information collection, organization, and dissemination, but also in collaboration with faculty in the teaching and research process, and in the contribution to university governance. They are becoming increasingly active in the protection of information access and assurance of information quality in view of information degradation on the Internet and various compromises necessitated by interaction with third party commercial information producers.

Research on job precarity and job instability have largely neglected the labor market trajectories in which these employment and non-employment situations are experienced. This study addresses the mechanisms of volatility and precarity in observed work histories of labor market entrants using the National Longitudinal Survey of Youth of 1997. Several ideal-typical post-education pathways are modeled for respondents entering the labor force between 1997 and 2010, with varying indicators and degrees of precarity. A series of predictive models indicate that women, racial-ethnic minorities, and lower social class labor market entrants are significantly more likely to be exposed to the most precarious early careers. Moreover, leaving the educational system with a completed associate’s, bachelor’s, or post-graduate degree is protective of experiencing the most unstable types of career pattern. While adjusting for these individual-level background and education variables, the findings also reveal a form of “scarring” as regional unemployment level is a significant macro-economic predictor of experiencing a more hostile and turbulent early career. These pathways lead to considerable earnings penalties 5 years after labor market entry.