We study career and wage dynamics within and between firms using a large linked employer-employee panel dataset spanning 26 years. We construct six-level hierarchies for more than 5,000 firms. We replicate most of the analyses from Baker, Gibbs and Holmström (Quarterly Journal of Economics,...

We study the impact of performance-related pay (PRP) on gender wage differences using Finnish linked employer-employee panel data. Controlling for unobserved person and firm effects, we find that bonuses increase women's earnings slightly less than men's, but the economic significance of the...

This paper studies a retail chain that introduced a sales incentive plan that rewarded for exceeding a sales target and subsequently cut the incentive intensity in addition to increasing the target. Utilizing monthly panel data for 54 months for all 53 units of the chain the paper shows that the...

Information and communications technology, global value chains, and population ageing are changing the structures of the labour market. These three factors affect the tasks carried out in Finland in the future and the division of labour between humans and computers. The changes are taking place...

The amount of work done in the economy has been subject to a lot of debate in Finland recently. Unemployment is considered a major problem. On the other hand, extending annual working time receives little support. In fact, a widely held view is that one should reduce the working time of the...

In this report, we follow up the situation of individuals having re-entered the labour market with the help of a so-called job bank. The follow-up period extends over the next two years after their job-bank-mediated transition into the open labour market. We present two different sets of results...

In this report, we re-assess the role of so-called job banks as mediators into the open labour market but also as employers of unemployed job-seekers. The focus is primarily on the unemployed who became job bank clients during 2013. We follow up the labour market situation of these individuals...

In the report we analyse the reasons for the weakness of Finland’s economic performance over the past decade and assess the growth prospects in the coming 5 years. The weakness of Finland’s performance relative to comparative EU-countries since 2009 can largely be explained by the collapse...

The paper examines the effect of innovative work practices on the prevalence of sickness absence and accidents at work. We focus on several different aspects of workplace innovations (self-managed teams, information sharing, employer-provided training and incentive pay) along with the 'bundles'...

By using new panel data for Finnish banks we study the impact of training on wages and performance. To the best of our knowledge, ours is the first paper to compare explicitly the effects of general and firm-specific workplace training on outcomes for both employees and firms. Unlike much...