Rouvinen, Petri

Rouvinen, Petri

Research Advisor

Ph.D (Econ.)

050 367 3474

ETLA

Digitalisation, innovations, industrial policy

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One of the authors in the following publications
Briefs 128

On the Impacts of Generative Artificial Intelligence

Kauhanen AnttiPajarinen MikaRouvinen Petri
Some one-fifth of Finnish employment is in occupations with at least half of tasks exposed to generative artificial intelligence.
Briefs 127

Occupational Exposure to Text- and Code-Generating Artificial Intelligence in Finland

Kauhanen AnttiPajarinen MikaRouvinen Petri
About 19% of Finnish employment is in occupations with at least 50% of tasks exposed to Generative Artificial Intelligence
Other publications

Digibarometer 2023: Data, AI, and Economic Growth

Ali-Yrkkö JyrkiKässi OttoPajarinen MikaRouvinen Petri
Digibarometer 2023: Data, AI, and Economic Growth
Finland ranks first in the Digibarometer 2023 measurement, overtaking Denmark by a small margin. The Netherlands is third, improving
Academic Publications Publications

Ex Ante Predictability of Rapid Growth: A Design Science Approach

Hyytinen AriRouvinen PetriPajarinen MikaVirtanen Joosua
Abstract We develop a machine learning (ML) procedure that enables a venture capitalist to optimize deal sourcing and to
Briefs 109

What is a Scalable Business?

Ali-Yrkkö JyrkiHyytinen AriPajarinen MikaRouvinen Petri
Scalable business creates good opportunities for productivity growth. Unlike previous studies, in this study, scalability was defined through a
Briefs 107

In Search of Upcoming Supply Chain Surprises: The World Export Market Shares of Belarus, Russia and Ukraine

Ali-Yrkkö JyrkiHirvonen JohannesRouvinen Petri
In Search of Upcoming Supply Chain Surprises: The World Export Market Shares of Belarus, Russia and Ukraine
This brief considers the world export market shares of Belarus, Russia and Ukraine across over five thousand commodities (the
Academic Publications Publications

The Impact of Work Engagement on Future Occupational Rankings, Wages, Unemployment, and Disability Pensions — A Register-Based Study of a Representative Sample of Finnish Employees

Hakanen Jari J.Rouvinen PetriYlhäinen Ilkka
Despite ample interest in the potential consequences of work engagement over the last two decades, the question of whether
Other publications Publications

Digital Work and the Platform Economy – Understanding Tasks, Skills and Capabilities in the New Era

Poutanen Seppo (Editor)Kovalainen Anne (Editor)Rouvinen Petri (Editor)
"Uberization," "digitalization," "platform economy," "gig economy," and "sharing economy" are some of the buzzwords that characterize the current intense
Academic Publications Publications

What Company Characteristics Are Associated With the Adoption of Social Media?

Koski HeliPajarinen MikaRouvinen Petri
In just one decade, social media have moved from being marginal phenomena to having three billion active monthly users
Academic Publications Publications

Platforms and Industrial Change

Kenney MartinRouvinen PetriSeppälä TimoZysman John
Digital platforms are reorganising markets, restructuring the labour force, and redefining the scope of competition. These new intermediaries are
Books Publications

Suomen kasvu (Finnish Economic Growth)

Holmström BengtHonkapohja SeppoHuhtala AnniHyytinen AriKauhanen AnttiKoski HeliKuusi TeroMaliranta MikaNilsson Hakkala KatariinaPoutvaara PanuRouvinen PetriToivanen OttoVihriälä Vesa
Suomen kasvu (Finnish Economic Growth)
The book attempts to shed light on the preconditions for Finnish economic growth in the next 10–15 years. Based
Publications Working Papers 63

Immigrant Innovators and Firm Performance

Fornaro PaoloMaliranta MikaRouvinen Petri
Immigrant Innovators and Firm Performance
We study immigrants’ effects on firm-level innovativeness. Managers, innovators, and other employees are considered as separate groups both in

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