Beginning in 2021, the University of North Carolina (UNC) System began reporting the five-year change in employee headcount across its 16 institutions, categorizing employees by job type. The Martin Center examined these data to find out how staffing across the UNC System has changed in the past decade. Staffing and expenditures are analyzed for…

This brief offers an updated look at the postsecondary and workforce destinations during the first fall after high school among Baltimore City Public Schools graduates from the classes of 2009 through 2020, continuing the conversation from a previous study published in 2018 which examined outcomes for the class of 2009. Additionally, for the first…

This study cataloged the occupational outcomes attained by 2946 counselor education graduates who completed their doctoral degrees between 2014 and 2022. A position as a full-time counselor educator was the most common occupation; this outcome could be predicted from the institutional affiliations, Carnegie Classifications, and locations of…

Although considerable discussion has been devoted to the macro determinants of labor market variables across genders, comparatively little attention has been given to the contribution of the informal economy to this market. This study was aimed at empirically investigating the impact of the size of the shadow or informal economy (IE) on labor…

This study examines the characteristics and employment patterns of Hungarian higher education lecturers. It briefly outlines the development of Hungarian higher education after the change of the socialist regime (post-1990) and describes the force field in which lecturers work. It then presents some of the lecturers' characteristics (age, gender,…

Teacher production has important implications for our education system. Leveraging more than a decade of national data, the authors examine the supply of teachers and changes in the reserve pool of teachers in the United States. They find a substantial decrease in the teacher supply coinciding with the increase in demand for teachers starting in…

Purpose: This paper aims to present demographic characteristics and postgraduate employment trends of business doctoral graduates, especially the proportion that are underrepresented minorities (URMs) over time. Design/methodology/approach: The authors analyze the near census of individuals receiving doctoral degrees in a wide range of business…

This report examines factors that are associated with the labor force participation behavior of working-age men and women in the United States with a focus on the connection between labor force participation and human capital skills and educational attainment. The analysis reveals very different patterns of labor force attachment for American men…

Background: The distribution of job tenure plays an important role in demography, economics, and sociology. Job tenure in a labor market is analogous to age in a population. Demographers have used indirect methods based on variable-r methods to estimate parameters for life table models. The variable-r method can also be employed to estimate the…

How have inequalities in job stability evolved in the twenty-first century between demographic groups? I compute expected job tenures, akin to life expectancy in demographic research, for the population as a whole and by subgroups defined by selected ascribed characteristics (sex, race, and ethnicity) over biennial periods from 1996 to 2020.…

Despite significant progress in reducing poverty, the Philippines continues to face high inequality, which stayed elevated in the early 2000s as the economy grew. Although inequality has gradually declined since 2012, it remains among the highest in Southeast Asia. This paper examines how changes in education levels and occupational structure have…

The objective of this work is to predict the employment rate of students based on the information in the SSM (student status management) in colleges and universities. Firstly, the relevant content of SSM is introduced. Secondly, the BP (Back Propagation) neural network, the LM (Levenberg Marquardt) algorithm, and the BR (Bayesian Regularization)…

The purpose of the present study was to extend the results of previous research exploring the paths between variables of the theory of planned behaviour and job attainment. The theory of planned behaviour assumes that attitude, subjective norm and self-efficacy contribute to intention, which in turn determines behaviour and, finally, an outcome.…

In recent decades, governments have sought to increase the number of PhD graduates and support their transition into non-academic employment. The UK is no exception to this trend: investing significantly in doctoral funding, skills training and programme reform to facilitate progression into the non-academic labour market. To an extent, these…

Using data from 27 European countries in the academic years 2005/06, 2010/11, and 2015/16, we investigate the association between student funding policies and student labour during term time -- a phenomenon often seen as detrimental for higher education outcomes. Income substitution effects between entitlements to different types of financial aid…