The contributions of entry and exit of firms to aggregate productivity growth are well-established in the literature. However, the impact of industry switching of firms on productivity remains overlooked. The purpose of this report is to shed new light on the role of industry switching as a form...

Do workers hired from superstar tech-firms contribute to better firm performance? To address this question, we analyze the effects of tacit knowledge spillovers from Nokia in the context of a quasi-natural experiment in Finland, the closure of Nokia's mobile device division in 2014 and the...

The contributions of entry and exit of firms to aggregate productivity growth are well-established in the literature. However, the impact of industry switching of firms on productivity remains overlooked. The purpose of this report is to shed new light on the role of industry switching as a form...

Do workers hired from superstar tech-firms contribute to better firm performance? To address this question, we analyze the effects of tacit knowledge spillovers from Nokia in the context of a quasi-natural experiment in Finland, the closure of Nokia’s mobile device division in 2014 and the...

This study empirically examines the reemployment of employees displaced from a high-tech firm. Since 2008, the plummeting market share of Nokia, the world’s largest mobile phone manufacturer at the time, has resulted in massive layoffs and the downsizing of its workforce. We analyze the labor...

The environmental benefits and harms of information and communication technology (ICT) have been widely discussed in Finland since 2019. The climate impact of information and communication technology on the environment consists of three channels: procurement, the ICT sector's own carbon...

This paper explores the importance of firm dynamics, including entry and exit and the allocation of carbon emissions across firms, on the green transition. Using the 2000–2019 firm-level register data on greenhouse gas emissions matched with the Financial Statement data in the Finnish...

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...

The past few decades have witnessed a slowdown in productivity growth in many advanced economies, including Finland. Against this backdrop, this study investigates product switching in Finnish manufacturing firms during the period of 2009-2019. The findings indicate a growing trend towards...