Weaker retention of women in quantitatively oriented fields, particularly STEM* is widely seen in US higher education. This persistence gap is often explained by less generous grading in these fields and the conjectured tendency of female students to generally exhibit stronger "sensitivity" to...

This paper examines the role of the sociocultural background of students for choosing STEM fields in university. We combine rich survey data on university graduates in Switzerland with municipality level information from the census as well as nationwide elections and referenda to characterize a...

Recent empirical analyses reveal substantial differences in the choices of college majors between demographic and socio-economic groups that are further amplified upon students' adjustment of their educational choices in the course of studies. The best documented and salient are the differences...

The direct democratic choice of an examination standard, i.e., a performance level required to graduate, is evaluated against a utilitarian welfare function. It is shown that the median preferred standard is inefficiently low if the marginal cost of reaching a higher performance reacts more...

This paper studies the impact of compulsory schooling on in-school violence using individual-level administrative data matching education and criminal records from Queensland. Exploiting a dropout age reform in 2006, it defines a series of regression-discontinuity specifications. While police...

Using neural networks, the present study replicates previous results on the prediction of student dropout obtained with decision trees and logistic regressions. For this purpose, multilayer perceptrons are trained on the same data as in the initial study. It is shown that neural networks lead to...

Frequent non-completion in optional education can be efficient if dropouts optimally exercise an option rationally foreseen by previous enrollment choices. This paper shows that in educational opportunities and groups of students where enrollment resolves more pronounced individual uncertainty...

This paper examines how and why returning to education fosters recovery from negative employment shocks among high school dropouts. High school dropout remains a problem, particularly as employment is increasingly skilled over time. Exploiting a policy expanding a Norwegian vocational...

This paper is motivated by the fact that nearly half of US college students drop out without earning a bachelor's degree. Its objective is to quantify how much uncertainty college entrants face about their graduation outcomes. To do so, we develop a quantitative model of college choice. The...

To successfully reduce student attrition, it is imperative to understand what the underlying determinants of attrition are and which students are at risk of dropping out. We develop an early detection system (EDS) using administrative student data from a state and a private university to predict...