Popular approaches to building data from unstructured text come with limitations, such as scalability, interpretability, replicability, and real-world applicability. These can be overcome with Context Rule Assisted Machine Learning (CRAML), a method and no-code suite of software tools that...

Standard screening and core-periphery theories claim that temporary employment does not undermine the quality of permanent jobs. In contrast, organizational approaches suggest that firms use temporary contracts to pursue low-road employment strategies, which involve the creation of cheap and low...

The article examines the drivers of migrant atypical employment in the manufacturing sector of the Emilia-Romagna region. By drawing on administrative data based on mandatory communications we document that, even in an industry characterized by high quality of productions and occupations,...

This paper is the first to examine whether and how overeducation and overskilling, considered separately and in interaction, influence workers' job satisfaction at European level. It also investigates the moderating role of employment contracts. Our results, based on a unique pan-European...

This study examines the association between investments in automation technologies and employment outcomes at the firm level, utilizing a panel dataset of about 10,450 Italian firms. Focusing on the proliferation of non-standard, flexible labor contracts introduced by labor market reforms in the...

Fixed-term contracts (FTCs) may be an important tool to promote employment, particularly in recessions or when permanent contracts are costly. Therefore, it may be useful to vary some of the legal parameters of FTCs over the business cycle, namely increasing their flexibility during downturns....

Given asymmetric information, this paper explores the need for non-tenure-track jobs in academia alongside the usual tenure-track positions. It also explains the coexistence of these two types of jobs in research universities as an equilibrium phenomenon. The increased effort needed to produce...

This research contributes to the limited literature concerning the determinants of loneliness at work, as well as to the literature on psychological outcomes associated with temporary work. More specifically, we are adding to the literature by exploring whether there is an association between...

Do firms in China share rents with their workers? We address this question by examining firm-level panel data covering virtually all manufacturing firms over the period 2000-2007, representing an average of 52 million workers per year. We find evidence of rent sharing (RS), with wage-profit...

The paper aims to identify the effect of non-standard employment on wages in the Turkish labour market across gender and decompose the gap to understand the role of endowments and returns in generating the earning differences. Our findings show that non-standard employment reduces wages for...