Recently, Finnish forest industries shifted from sectoral collective bargaining to firm-level bargaining, and the IT services industry shifted to a hybrid of sector- and firm-level bargaining. Using administrative data on monthly wages and the synthetic difference-in-differences method, I study...

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...

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...

This paper analyses the heterogeneous effects of the decentralization of collective bargaining on the incidence of wage increases and wage dispersion in Finland. We use linked employer-employee panel data for the 2005-2013 period, which includes major changes in bargaining systems and economic...

This study examines the degree to which the effects of job loss depend on task usage and task distance to other jobs. We use linked employer-employee data and representative survey data on task usage and plant closures to identify individuals who have lost their jobs involuntarily. We find that...

This paper analyses the heterogeneous effects of the decentralization of collective bargaining on the incidence of wage increases and wage dispersion in Finland. We use linked employer-employee panel data for the 2005-2013 period, which includes major changes in bargain-ing systems and economic...

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 (1994) and make some extensions....