Outside the U.S., little is known about the labor-market returns to vocational (or polytechnic) postsecondary education. This paper focuses on the labor-market returns to polytechnic bachelor's degrees in Finland. Using detailed administrative data, we estimate person fixed effect models to...

The aim of this study is to explore the structure and the dynamics of regional labour markets in terms of gross migration flows in Finland. The study addresses also the composition of gross migration flows. The study exploits the fact that Finland is divided into 85 sub-regions (the so-called...

Productivity growth of the Finnish regions in 13 manufacturing industries is decomposed into micro-level sources by using plant-level data from 1975 to 1999. There are substantial regional differences in the intensity of productivity-enhancing restructuring. Dynamic competition is more intensive...

This study explores domestic inter-regional merger flows. Theoretical considerations based on monitoring are developed. The empirical part of the study is based on the comprehensive public data on domestic mergers and acquisitions that is matched to the micro-level data sources maintained by...

In the 1990s polytechnic education reform took place in Finland, which gradually expanded higher education to all Finnish regions; the polytechnics constituted a new non-university sector in higher education. This reform is used to study the causal effect of education on the inter-regional...

A wide range of high involvement management practices, such as self-managed teams, incentive pay schemes, and employer-provided training have been shown to boost firms’ productivity and financial performance. However, less is known about whether these practices, which give employees more...

We construct a multi-country employer-employee data to examine the consequences of employment protection. We identify the effects by comparing worker exit rates between units of the same firm that operate in two countries that have different seniority rules. The results show that...

We construct a multi-country employer-employee data to examine the consequences of employment protection. We identify the effects by comparing worker exit rates between units of the same firm that operate in two countries that have different seniority rules. The results show that...

We exploit a large-scale natural experiment – the rollout of a nationwide electronic prescribing system in Finland – to study how digitization of prescriptions affects pharmaceutical use and health outcomes. We use comprehensive administrative data from patients treated with benzodiazepines,...

To examine the productivity, employment and wage effects of ICT, we apply novel occupation based measures of organisational change within firms. With these measures, we directly address the complementarities between ICT and organisational changes. Our results support the view that organisational...