Rouvinen, Petri

Rouvinen, Petri

Forskningsrådgivare

Ph.D

050 367 3474

ETLA

Digitalisering, innovations, industripolitik

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Författare till följande publikationer
Akademiska publikationer

Which Discoveries Are Paradigm Shifting?

Ashouri SajadHajikhani ArashHyytinen AriRouvinen PetriSuominen Arho
To more closely align theories of paradigm-shifting discoveries and their empirical quantification, we propose a novel measure that incorporates
Promemoria 176

Finland’s Recently Tightened Business Finance Landscape: Particularly Growth-oriented and Innovative Businesses Under Pressure

Kaila MatiasPajarinen MikaRouvinen PetriYlhäinen Ilkka
We analyze recent shifts in the financial conditions of Finnish enterprises, utilizing the European Central Bank’s survey data that
Böcker

Growth Leap of Finland and its Businesses: Innovation and Finance Justify Rational Optimism

Maliranta MikaRouvinen Petri
In this book, we examine the roles of innovation and finance in the growth of the Finnish economy and
Promemoria 173

Artificial Intelligence Has Not Impacted Youth Labor Market Outcomes in Finland

Kauhanen AnttiRouvinen Petri
While research by Brynjolfsson et al. (2025) suggests that youth employment in the United States has declined significantly in
Working Papers 135

AI Has Not Impacted the Youth Labor Market in Finland

Kauhanen AnttiRouvinen Petri
We examine the impact of generative AI on the youth labor market in Finland by replicating the key analyses
Promemoria 169

From Networks to Data: Europe’s Competitiveness Challenges in the 6G Era

Koski HeliRouvinen Petri
The focus of next-generation mobile network development has shifted from infrastructure to data, software, and innovation ecosystems. Leading firms
Rapporter 170

The Global 5G/6G Race: Regulation, Markets, and Innovation Dynamics

Koski HeliRouvinen Petri
This report examines the global race for 5G and 6G leadership through a comparative analysis of regulation, R&D investment,
Rapporter 168

What Kind of Companies Grow in Finland?

Ali-Yrkkö JyrkiPajarinen MikaRouvinen PetriYlhäinen Ilkka
Growth in employment and productivity is concentrated in private equity-backed business groups and, to a lesser degree, in foreign-owned
Working Papers 129

Intangible Assets in Finnish Business

Pajarinen MikaRouvinen Petri
This working paper investigates intangible investments in Finnish firms from 2014 to 2019, utilizing comprehensive, register-based data from Statistics
Akademiska publikationer

Assessing Early Labour Market Effects of Generative AI: Evidence from Population Data

Kauhanen AnttiRouvinen Petri
We use data covering all wage earners from Finland to study the impact of generative artificial intelligence (GAI) on
Rapporter 164

Finland’s Future Growth Depends on Intangible Capital: Why Policy Must Expand Its Scope Beyond R&D

Rouvinen PetriKässi OttoPajarinen Mika
Finland’s future prosperity hinges on intangible assets such as software, data, brands, and organizational capital. While research and development
Promemoria 158

Ex-Nokians Eagerly Became Entrepreneurs and Business Angels: Nokia Experience Fueled Rapid Growth of Startups’ Turnovers

Rouvinen PetriBreznitz DanPajarinen Mika
This brief examines entrepreneurship and business angel activity in Finland following the challenges Nokia’s mobile telephony business faced in

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