As people age, their consumption and saving behavior tends to change. At the same time, the share of age-related public spending increases, leaving less resources for fiscal stimulus, especially if public debt ratio is already high. Using Finnish data in a Bayesian VAR model, we show that the...

This paper examines the labour market impacts of Finland's initial COVID-19 subsidy program, designed to mitigate the economic fallout of the pandemic. Utilising a novel and comprehensive dataset and a judge-leniency instrumental variables design, we analyse the effects of these subsidies at...

This paper analyzes how firms with different financial strength levels respond to demand shocks in their export markets. We utilize unique administrative datasets of Swedish and Finnish firms matched with national customs data from 1999 to 2014, which allows us to analyze the effects of several...

This paper studies the life insurance demand responses to Covid-19 pandemic. It employs the unique individual-level daily data on new term life insurances together with both geographical and timely variation in the severity of the pandemic in Finland. These data are merged with the high-quality...

This paper analyzes how firms with different financial strength levels respond to demand shocks in their export markets. We utilize unique administrative datasets of Swedish and Finnish firms matched with national customs data from 1999 to 2014, which allows us to analyze the effects of several...

We examine how the Covid-19 shock was transmitted from the foreign, upstream parts of value chains to domestic (downstream) production. After categorizing global value chains based on their home-producer industry and country, we quantify the multiplier effect of the transmitted shock on the...

This paper studies the life insurance demand responses to Covid-19 pandemic. It employs the unique individual-level daily data on new term life insurances together with both geographical and timely variation in the severity of the pandemic in Finland. These data are merged with the high-quality...

As people age, their consumption and saving behavior tends to change. At the same time, the share of age-related public spending increases, leaving less resources for fiscal stimulus, especially if public debt ratio is already high. Using Finnish data in a Bayesian VAR model, we show that the...

This paper examines the labour market impacts of Finland's initial COVID-19 subsidy program, designed to mitigate the economic fallout of the pandemic. Utilising a novel and comprehensive dataset and a judge-leniency instrumental variables design, we analyse the effects of these subsidies at...

Structural change is an important driver of productivity growth at the aggregate level. While previous productivity decompositions account for the contributions of market entry and exit, they overlook continuing firms that switch from one industry to another. We develop an improved productivity...