Koski, Heli

Koski, Heli

Research Director

PhD. (Economics)

+358 50 466 3214

ETLA

Competition, innovation, data economy

Download HiRes Image

Press photos

Download hi-resolution image by clicking on thumbnail

One of the authors in the following publications
Academic Publications

Killers on the Road of Emerging Start-ups – Implications for Market Entry and Venture Capital Financing

Koski HeliKässi OttoBraesemann Fabian
The competitive effects of acquisitions made by large US-based technology companies have come under increased regulatory scrutiny over recent
Briefs 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
Reports 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,
Working Papers 130

Privacy Regulation and R&D Investments: Causal Evidence from Global Pharmaceutical and Biotechnology Firms

Koski Heli
This paper examines the effects of data privacy regulation on R&D investment in the pharmaceutical and biotechnology sectors. In
Other publications

Productivity Development in the Private Sector Services in Finland and Sweden – What Explains the Differences?

Koski Heli
The level of labor productivity in the Finnish services sector has been lower and growing more slowly than in
Other publications

The Effects of Covid-19 Business Subsidies in Finland – Final Report

Ropponen OlliKoski HeliKässi OttoYlhäinen IlkkaMarkkanen Jaakko
This report evaluates the effectiveness of business support measures introduced in Finland in response to the COVID-19 pandemic. It
Working Papers 125

Do Public Subsidy Schemes Foster Innovation and Competitiveness in Energy-Intensive Industries?

Koski HeliWang Maria
This study evaluates the impacts of public subsidies on firms in energy-intensive industries, focusing on R&D subsidies and compensation
Briefs 150

Assessment of the Size and Impact of the Data Economy in Finland

Koski HeliAnttila JohannesBjörk AnnaDjakonoff VeraKässi OttoNiemi-Hugaerts HannaPajarinen MikaParkkari Jussi-Pekka
Within the scope of the available register data, the role of data in the economy is best estimated using
Other publications

Evaluating the Data Economy: Measurement and Impact Assessment

Koski HeliAnttila JohannesBjörk AnnaDjakonoff VeraKässi OttoNiemi-Hugaerts HannaPajarinen MikaParkkari Jussi-Pekka
The report examines the opportunities and challenges of measuring the size, economic significance, and impact of the data economy
Briefs 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
Reports 152

5G in the Era of Geoeconomics: Playbook for Finland?

Rouvinen PetriAli-Vehmas TimoHarakka TimoHyvärinen NinaKoski HeliKässi OttoLakaniemi IlkkaMäki DenisaThorén Kent
As compared to the earlier generations of mobile communications (1G to 4G), the fifth one (5G) is a major
Briefs 138

The Role of Foreign Inventors in Finnish Technological Development

Koski Heli
The data on Finnish patent applications filed at the European Patent Office and the United States Patent and Trademark

ETLA in social media

ETLA in X

ETLA in Instagram

ETLA in LinkedIn

ETLA in YouTube

ETLA Economic Research

Arkadiankatu 23 B
00100 HELSINKI

+358 (09) 609 900

Contacts

Privacy policy

Cookie Policy

AI Policy