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3.2.2023

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21.10.2025 Akademiska publikationer

Digital Technology Adoption and Firm Performance: Evidence from Finland’s Service Sector Using Linked Microdata

Kuosmanen NataliaPajarinen MikaHeshmati Almas
This study examines how digital technology adoption relates to firm performance in Finland’s private service sector, an ideal case
16.10.2025 Akademiska publikationer

Empirical Strategies and Data Requirements for Estimating Labour Market Impacts of Transport Projects

Riukula KristaVäänänen Touko
Transport infrastructure investment is an important tool for economic development, and its effects on labour market outcomes are often
24.09.2025 Promemoria 164

Bottlenecks in the Development of the Finnish Private Service Sector: How to Accelerate Productivity?

Kuosmanen NataliaKaitila VilleKuusi TeroMaczulskij Terhi
Productivity growth in Finland’s service industries has fallen behind that of peer countries, weakening the economy’s growth potential. This
24.09.2025 Rapporter 167

Productivity in the Finnish Service Industries: Capital Intensity, Labor Allocation, Digitalization, Offshoring and Generative AI

Kuosmanen NataliaKaitila VilleKuusi TeroKässi OttoMaczulskij TerhiPajarinen Mika
This report examines the factors shaping productivity in Finland’s private service industries. Specifically, we focus on the link between
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