Kuosmanen, Natalia

Kuosmanen, Natalia

Forskningschef

AFD

045 163 9660

Etlatieto Ab

produktivitet, företagsförnyelse, empiriska metoder

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Författare till följande publikationer
Promemoria 175

Do R&D Spillovers Support Emission Abatement Targets?

Kuosmanen NataliaKuosmanen Timo
Abstract This brief examines how R&D spillovers are associated with firm-level greenhouse gas emissions in Finnish energy-intensive manufacturing. The
Working Papers 136

Do R&D Spillovers Support Low-carbon Transition? Firm-level Evidence from Finnish Energy-intensive Manufacturing

Kuosmanen NataliaKuosmanen TimoZhou Xun
A structural shift from fossil fuel-based energy systems to renewable, sustainable energy sources critically depends on research and development
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
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
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
Working Papers 133

Are Firms Hiring Enough Workers? Firm-level Evidence from Finland’s Manufacturing and Service Industries

Kuosmanen NataliaKuosmanen TimoPajarinen Mika
Microeconomic theory posits that in competitive markets, wages are determined by the marginal revenue product of labor. This study
Akademiska publikationer

Firm Resilience During Long-Term Economic Stagnation: Register-Based Analysis of Finnish Manufacturing Firms

Ali-Yrkkö JyrkiKuosmanen NataliaPajarinen MikaYlhäinen Ilkka
Economic resilience, the ability of firms to withstand and recover from economic challenges, has traditionally been studied in response
Akademiska publikationer

Do Green Products Pay Off? Register-based Evidence on Finland’s Manufacturing Firms

Kuosmanen NataliaPajarinen Mika
As environmental concerns reshape market demand, the economic implications of producing green products by firms remain underexplored. This study
Akademiska publikationer

Micro-level Structural Change Decomposition of Carbon Productivity: Application to Electricity Generation in Finland

Kuosmanen NataliaKuosmanen TimoMaczulskij Terhi
The transition to renewable energy can lead to major structural changes within the energy sector: climate policies encourage the
Akademiska publikationer

Optimal Resource Allocation: Convex Quantile Regression Approach

Dai ShengKuosmanen NataliaKuosmanen TimoLiesiö Juuso
Optimal allocation of resources across sub-units in the context of centralized decision-making systems such as bank branches or supermarket
Promemoria 147

Innovation-led Pathways to Economic Growth

Koski HeliKuosmanen NataliaKuusi Tero
This brief presents key findings from Etla’s “Innovation-Driven Pathways to Economic Growth” project, which deepen the understanding of the
Akademiska publikationer

Knowledge Spillovers from Superstar Tech Firms: The Case of Nokia

Ali-Yrkkö JyrkiCherif RedaHasanov FuadKuosmanen NataliaPajarinen Mika
Do workers hired from superstar tech firms contribute to better firm performance? To address this question, we analyse the

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