We study the effects of the unionization of faculty at Canadian universities from 1970-2022 using an event-study design. Using administrative data which covers the full universe of faculty salaries, we find strong evidence that unionization leads to both average salary gains and compression of the distribution of salaries. Our estimates indicate…

This study investigates whether the completion of an optional 'sandwich' work placement enhances graduate starting salaries. We use a variety of multivariate regression techniques to investigate this issue and find that the graduate starting salaries of students who took professional work placements were significantly higher by £1686 ($2105)…

Using UK data supplied by universities, this paper confirms that women academics earn less than men, even after controlling for a range of covariates. Despite narrowing after 2004/05, the observed (unconditional) pay gap was still -0.089 in 2019/20, while the conditional pay gap was relatively unchanged remaining at around -0.050 in 2019/20. The…

We examine the relationship between secondary school attainment and early-career graduate salaries in the UK. Based on literature on grade inflation, we hypothesise that there is uncertainty regarding the quality of the signal communicated by degree classifications, and that secondary school grades can be used as a tool to determine the veracity…

Engineering is a large and diverse sector which is vital for the UK economy. It represents a considerable proportion of the UK workforce, with 18% of the UK working population based in engineering and at least 15% of the working population in every region in jobs that relate to the sector. Engineering also has a relatively strong reputation for…

This study examines the return to a year of schooling and the 'wage penalty' of over-education in the Israeli labour market. I used 2014-2015 PIAAC survey data to examine whether the basic assumption of the ORU wage model, i.e. that the return to a year of over-education is independent of the level of education, is plausible. I find that in…

What is the impact of the gender pay gap in academia over the course of a career and retirement? To quantify this impact, we used a Canadian post-secondary institution as a case study and simulated the effects of the reported difference in salary across multiple academic career trajectories. A starting wage gap of less than $9,000 resulted in a…

Gender pay gaps in earnings are well-documented in the literature. However, new factors contributing to women's lower earnings have emerged and remain under-researched. Educational choices are among them. We use a rich administrative dataset from Poland, a Central Eastern European country with high tertiary education enrolment and high female…

This comprehensive report delves into the persistent gender pay gap within the UK's higher education sector. Despite an environment where women are increasingly visible in both student and staff roles, a wage disparity remains, with women earning on average 11.9% less than their male counterparts across all roles. The report quantifies the gap and…

We use 12 years of holistic research performance scores for each academic in all New Zealand universities to ask whether gendered gaps in pay, age, research performance score, and performance-adjusted pay are narrowing with time. We find that the gender gaps in age and research performance score narrowed from 2006 to 2018, but the gender gaps in…

The paper compares the worth of public and private university education. We develop a Public-Private University Worth parity index and provide empirical estimations to lend rigour in testing our main hypothesis that the type of university education does not matter in determining salaries and skills' value-added. Using data from a recent…

We provide first evidence of the impact of over-education, among natives and immigrants, on firm-level productivity and wages. Our results show that the over-education wage premium is higher for natives than for immigrants. However, since the differential in productivity gains associated with over-education outweighs the corresponding wage premium…

This paper is among the first to investigate the impact of over-education and over-skilling on workers' wages using a unique pan-European database covering twenty-eight countries for the year 2014, namely the CEDEFOP's European Skills and Jobs (ESJ) survey. Overall, the results suggest the existence of a wage penalty associated with…

This study investigates the impact of the extension of the duration of general education on educational opportunities and labour market performance. Taking the example of the Polish education reform of 1999, which we treated as a natural experiment, we used a regression discontinuity design and estimated the effects of an additional year of…

Research estimating the outcomes of higher education in Germany has widely ignored the private educational sector. This study focuses on labour market returns in terms of the income of graduates from private higher education institutions in Germany. Using data from the National Education Panel Study (NEPS) the results of the Bayesian regression…