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Upon arrival to a new country, many immigrants face job downgrading, a phenomenon describing workers being in jobs below the ones they have based on the skills they possess. Moreover, in the presence of downgrading immigrants receiving…

General Economics · Economics 2022-01-13 Plamen Nikolov , Leila Salarpour , David Titus

Higher education often requires choosing a bachelor's and a master's degree, yet the returns of these combined choices and the role of courses in different disciplines remain understudied. This paper addresses this gap using detailed data…

General Economics · Economics 2025-11-13 Eleonora Brandimarti

This paper examines the incidence and persistence of overeducation in the early careers of Spanish university graduates. We investigate the role played by the business cycle and field of study and their interaction in shaping both…

Econometrics · Economics 2024-07-08 Maite Blázquez Cuesta , Marco A. Pérez Navarro , Rocío Sánchez-Mangas

College students graduating in a recession have been shown to face large and persistent negative effects on their earnings, health, and other outcomes. This paper investigates whether students delay graduation to avoid these effects. Using…

General Economics · Economics 2023-03-10 Lucas Finamor

In university programs and curricula, in general we react to the need to meet market needs. We respond to market stimulus, or at least try to do so. Consider now an inverted view. Consider our data and perspectives in university programs as…

Computers and Society · Computer Science 2008-12-21 Fionn Murtagh

This paper highlights the potential for negative dynamic consequences of recent trends towards the formation of "skill-hubs". I first show evidence that skill acquisition is biased towards skills which are in demand in local labor markets.…

General Economics · Economics 2022-09-09 Benjamin Niswonger

As a result of transformation processes, the German labor market is highly dependent on vocational training, retraining and continuing education. To match training seekers and offers, we present a novel approach towards the automated…

Computation and Language · Computer Science 2023-06-13 Jens Dörpinghaus , David Samray , Robert Helmrich

Evidence on the effectiveness of retraining U.S. unemployed workers primarily comes from evaluations of training programs, which represent one narrow avenue for skill acquisition. We use high-quality records from Ohio and a matching method…

General Economics · Economics 2025-12-30 Pauline Leung , Zhuan Pei

We investigate the motivation and means through which individuals expand their skill-set by analyzing a survey of applicants from the Facebook Jobs product. Individuals who report being influenced by their networks or local economy are over…

General Economics · Economics 2021-06-21 Eduardo Laguna-Muggenburg , Monica Bhole , Michael Meaney

Rapid technological innovation threatens to leave much of the global workforce behind. Today's economy juxtaposes white-hot demand for skilled labor against stagnant employment prospects for workers unprepared to participate in a digital…

The Bologna Process has substantially reshaped higher education systems across Europe, including the structure of mathematical studies in Poland. One of the increasingly visible consequences of these transformations is the relatively low…

History and Overview · Mathematics 2026-05-20 Filip Turoboś , Jacek Stańdo , Żywilla Fechner , Nicole Meisner

We introduce a probabilistic model of labor markets for university graduates, in particular, in Japan. To make a model of the market efficiently, we take into account several hypotheses. Namely, each company fixes the (business year…

General Finance · Quantitative Finance 2015-06-17 He Chen , Jun-ichi Inoue

We use regression discontinuity design and difference-in-differences methods to estimate the impact of a one-time hiring subsidy for low-educated unemployed youths in Belgium during the recovery from the Great Recession. Within a year of…

General Economics · Economics 2024-06-13 Andrea Albanese , Bart Cockx , Muriel Dejemeppe

Using detailed Norwegian data on earnings, education and work histories, we estimate a dynamic structural model of education and sector choices that captures rich life-cycle patterns by ability. We validate the model against variation in…

General Economics · Economics 2024-07-03 Manudeep Bhuller , Philipp Eisenhauer , Moritz Mendel

This study utilizes data from the Baccalaureate and Beyond Longitudinal Study to explore factors associated with the likelihood of students' employment in STEM fields one year after graduation. We examined various factors related to…

Applications · Statistics 2024-06-25 Linli Zhou , Damji Heo Stratton , Xin Li

Early-life environments can have long-lasting developmental effects. Interestingly, research on how school reforms affect later-life study behavior has hardly adopted this perspective. Therefore, we investigated a staggered school reform…

General Economics · Economics 2022-07-21 Jakob Schwerter , Nicolai Netz , Nicolas Hübner

Emerging professions in fields like Artificial Intelligence (AI) and sustainability (green jobs) are experiencing labour shortages as industry demand outpaces labour supply. In this context, our study aims to understand whether employers…

General Economics · Economics 2024-11-07 Matthew Bone , Eugenia Ehlinger , Fabian Stephany

Substantial scholarship has estimated the susceptibility of jobs to automation, but little has examined how job contents evolve in the information age as new technologies substitute for tasks, shifting required skills rather than…

Computers and Society · Computer Science 2025-08-08 Di Tong , Lingfei Wu , James Allen Evans

The field of the mathematical sciences relies on a continuous academic pipeline in which individuals progress from undergraduate study through graduate training and postdoctoral program to long term faculty employment. National statistics…

This paper examines whether students are entering the generative AI era with sufficiently strong educational foundations, focusing on the relationship between learning environments and changes in ICT related career aspirations across…

Computers and Society · Computer Science 2026-05-28 Diana Maria Popa , Simona-Vasilica Oprea , Adela Bâra
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