Evaluations of adults in formal education (AE) are typically based on earnings measured 5-10 years after program enrollment. This paper estimates returns up to 24 years after enrollment, and explore results for 15 cohorts of first-time registered in AE in Sweden 1994-2008 with at least a 10-year...

Automation may destroy jobs and change the labour demand structure, thereby potentially impacting workers' health and well-being. Using French individual survey data, we estimate the effects of working in automatable jobs on mental health. Implementing propensity score matching to solve the...

This paper analyzes the individual-level effects of disability onset on labor market outcomes using novel administrative data from Germany. Combining propensity score matching techniques with an event-study design, we find lasting negative impacts on employment and wages. One important mechanism...

Welfare reform in Australia centres on the concept of both economic and social participation. The policy concern is that people who fail to participate in economic and social life may become entrenched in disadvantage. In 2000 - 2001, a randomized trial was conducted by the Department of Family...

Propensity Score Matching (PSM) has become a popular approach to estimate causal treatment effects. It is widely applied when evaluating labour market policies, but empirical examples can be found in very diverse fields of study. Once the researcher has decided to use PSM, he is confronted with...

In many European countries, the majority of workers have their wages directly defined by industry-level agreements. In addition, for some workers, industry agreements are complemented by firm-specific agreements. Yet, the relative importance of firm and industry agreements (in other words, the...

We analyze the effect of imposed benefit sanctions on the unemployment-to-employment transition of unemployed people entitled to unemployment compensation on the basis of register data from the German Federal Employment Agency. We combine propensity score matching with a discrete-time hazard...

Using American panel data from the National Educational Longitudinal Study of 1988 (NELS:88) this paper investigates the effect of working during grade 12 on attainment. We exploit the longitudinal nature of the NELS by employing, for the first time in the related literature, a semiparametric...

Our paper estimates the average effect of wage subsidies - paid to employers for a limited period of time - on the labour market prospects of needy job-seekers without access to insurance-paid 'unemployment benefit I'. The results show that wage subsidies had large and significant favourable...

More than 70% of global e-mail traffic consists of unsolicited and commercial direct marketing, also known as spam. Dealing with spam incurs high costs for organizations, prompting efforts to try to reduce spam-related costs by installing spam filters. Using modern econometric methods to reduce...