International large-scale assessments such as PISA are increasingly being used to benchmark the academic performance of young people across the world. Yet many of the technicalities underpinning these datasets are misunderstood by applied researchers, who sometimes fail to take their complex...

This paper contributes to the literature on the earnings returns to university graduation. Recent evidence using administrative earnings data from England suggests a zero return to graduation for men and positive returns to graduation for women in annual earnings at age 26. We show that once...

Recent evidence on the gender wage gap shows that it has remained stagnant for those with a university degree and is the largest at the top of the earnings distribution. Many studies have explored institutional factors that contribute to the gender wage gap, but there is little evidence on the...

The Dunning-Kruger effect (DKE) states that people with lower levels of the ability tend to self-assess their ability less accurately than people with relatively higher levels of the ability. Thus, the correlation between one's objective cognitive abilities and self-assessed abilities is higher...

There is a large gender gap in the probability of being in a "top job" in mid-career. Top jobs bring higher earnings, and also have more job security and better career trajectories. Recent literature has raised the possibility that some of this gap may be attributable to women not "leaning in"...

It is well established that boys perceive themselves to be better in mathematics than girls, even when their ability is the same. We examine the drivers of this male overconfidence in self-assessed mathematics ability using a longitudinal study of twins. This allows us to control for family...

We exploit linked survey-administrative data from England to examine how first in family (FiF) graduates (those whose parents do not have university degrees) fare on the labor market. We find that among graduate women, FiF graduates earn 8.3% less on average than graduate women whose parents...

Universities use 'first in family' or 'first generation' as an indicator to increase the diversity of their student intake, but little is known about whether it is a good indicator of disadvantage. We use nationally representative, longitudinal survey data linked to administrative data from...

The labor market returns to 'first in family' university graduates We examine how first in family (FiF) graduates (those whose parents do not have university degrees) fare on the labor market. We find that among women, FiF graduates earn 7.4% less on average than graduate women whose parents...

There is a large gender gap in the probability of being in a "top job" in mid-career. Top jobs bring higher earnings, and also have more job security and better career trajectories. Recent literature has raised the possibility that some of this gap may be attributable to women not "leaning in"...