Using a unique pan-European dataset, we rely on two alternative measures of over-education and control stepwise for four groups of covariates in order to interpret the over-education wage penalty in light of theoretical models. Firstly, it appears that a significant fraction (i.e. between 1/5 and 1/3) of PhD holders in Europe are genuinely…

This study examines three waves of data from a nationally representative survey, the China College Student Survey (2010, 2013 and 2015), to determine whether highly educated female graduates who choose to move outside their "hukou"-registered cities experience a double-negative effect in terms of initial earnings attainment and work…

This dissertation focuses on the structures and impacts of digital skills in the rapidly transforming labor market. It is rooted in the premise that understanding the value of digital skills requires a relational perspective, acknowledging that these competencies are not isolated, but form complex structures across different occupations. The…

Wage gap statistics continue to show that efforts around equitable pay distributions continue to fail. These data inform us that the outcomes are not meeting expectations therefore something must change. We still see nationally that white men are paid more than any other gender or racial group, which tells us that we are hiring more diverse…

This brief contains findings from a recent study exploring direct support professionals (DSPs) providing support to individuals with intellectual and developmental disabilities during the COVID-19 pandemic and the challenges of finding and keeping quality DSPs in a field that has experienced high turnover for decades. This problem is exacerbated…

I explain changes in the wage structure favoring more skilled workers since 1980 using job task data from the Occupational Information Network and wage data from the March CPS. Using recently developed partialling out estimators including debiased machine learning, I obtain wage effects for a suite of tasks, including a novel computer task…

In light of growing difficulties for schools to attract teachers in science, technology, engineering, and mathematics (STEM) fields and the continued discussions surrounding the unionization of education, this paper examines the effect of collective bargaining (CB) laws on the salary of teachers with a STEM degree. To isolate the effect of…

Internships help position college students to succeed in the sport industry but have historically been unpaid. In response to a call from Walker et al. for more research on the impacts of unpaid internships, this study interviewed internship supervisors regarding their perspectives on unpaid internships. Data analysis was framed by institutional…

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…

Supported employment (SE) and customized employment (CE) are vocational rehabilitation services designed to assist job seekers with significant disabilities to find meaningful competitive integrated employment. We conducted an analysis of Rehabilitation Service Administration (RSA-911) data for fiscal years 2017-2020 to determine the outcomes at…

One of the most important developments in the current era of social sciences is the growing availability and diversity of data, big and small. Social scientists increasingly combine information from multiple data sets in their research. While conducting statistical analyses with linked data is relatively straightforward, borrowing information…

This study seeks to reveal the heterogeneity in occupation-specific wage returns among graduates of the German vocational education and training (VET) system. We distinguish between VET graduates with and without a higher education entrance certificate (i.e. an Abitur). To implement our hierarchical multi-level analyses, we exploit the latest wave…

Child care and early education (CCEE) educators typically have low levels of compensation; limited opportunities for education, training, and professional development; inconsistent working conditions; and high levels of stress and burnout. There are also high rates of job turnover, which can strain remaining educators and decrease the quality of…

The study of social mobility can be traced back around 100 years, but up until the turn of the millennium it remained largely an academic topic. While a few seminal papers on income mobility had been published in the 1990s, the Sutton Trust's 2005 report, 'Intergenerational Mobility in Europe and North America' signalled a new wave of social…

The economic effects of educational mismatch include its negative impact on economic growth, which is due to the inefficient allocation of resources it generates. The main causes of this phenomenon need to be determined to correctly implement policies to avoid such mismatches. This paper investigated the determinants of educational mismatch from a…