Documents Schmidpeter, Bernhard 2 results

"We analyze the effect of automation and offshorability on unemployment duration and post-unemployment outcomes such as wages and employment stability. Our rich administrative data allow us to evaluate the importance of providing unemployment training in this context. Employing a multivariate mixed proportional hazard model to deal with selectivity, we find that both the routine content in tasks as well as the probability of off-shoring negatively affects the re-employment possibilities. Labor market training is helping workers to ameliorate these negative effects and is remarkably on the spot. For workers who find re-employment, our results show that offshorability (but not automation) affects future job duration and wages positively. Our analysis reveals interesting differences by gender."

"We provide comprehensive evidence on the consequences of automation and offshoreability on the career of unemployed workers and the role of public policies. Using almost two decades of administrative data for Austria, we find that risk of automation is reducing the job finding probability; a problem which has increased over the past years. We show that this development is associated with increasing re-employment wages and job stability. Taken together, our findings imply a trade off between quantity and quality in these jobs. Provided training is beneficial in counteracting the negative impact of automation on the job finding rate but we find mixed effects in terms of post-unemployment wages."