Publications

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Foundation Model Use for Technology Diffusion Monitoring

Mucha TomaszSeppälä Timo
Foundation models (FMs) challenge our assumptions about how organizations can develop and use machine learning (ML) technologies in their
Working Papers 98

R&D and Productivity in Finnish Firms

Valmari Nelli
Productivity of the Finnish private sector decreased during the financial crisis of 2008–2009 and, since then, productivity growth has
Other publications

Augmented Scholar: Opportunities and Threats (Not Only) for IS Scholars

Mucha TomaszSeppälä Timo
It is hard not to notice the proliferation of machine learning (ML) techniques in research and practice. Organizations globally
Briefs 116

Reigniting Growth Through Innovation: Challenges and Answers

Kuusi TeroAli-Yrkkö JyrkiHelanummi-Cole HeliKoski HeliKovalainen AnneKässi OttoPoutanen SeppoValmari Nelli
The Reigniting growth through innovation project, funded by Business Finland between 2020 and 2022, addressed the key challenges to
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 115

Forest-based Production in Finland: Conclusions and Recommendations of the FutureForest2040 Project II

Kulvik MarttiLintunen JussiKunttu JanniOrfanidou Timokleia
Forests can be seen as a source of wood raw material and bioenergy, a recreational area with health benefits,
Briefs 114

Management Practices and Use of Finnish Forests: Conclusions and Recommendations of the FutureForest2040 Project I

Kulvik MarttiLintunen JussiKunttu JanniOrfanidou Timokleia
Forests can be seen as a source of wood raw material and bioenergy, a recreational area with health benefits,
Working Papers 97

The Labor-market Effects of Service Offshoring: A Synthetic Control Approach with High-dimensional Microdata

Kässi Otto
I use novel high-quality survey data on firms’ international sourcing activities combined with firm-level financial and linked employer–employee data
Other publications

The Global Polarisation of Remote Work

Braesemann FabianStephany FabianTeutloff OleKässi OttoGraham MarkLehdonvirta Vili
The Covid-19 pandemic has led to the rise of digitally enabled remote work with consequences for the global division
Working Papers 96

Mind the Gap – Assessing the Size and Determinants of the Life Insurance Gap

Ropponen OlliKuusi TeroValkonen Tarmo
Preparing for the monetary loss associated with premature death of the breadwinner has become more relevant during the COVID-19
Reports 131

Structural Changes in the Finnish Forest-based Sector, and Market and Employment Impacts in 2040

Berg-Andersson BirgittaKulvik MarttiLintunen JussiKunttu JanniOrfanidou Timokleia
Forests can be seen as a source of wood raw material and bioenergy, a recreational area with health benefits,
Briefs 113

Electricity Markets in a State of Crisis: An Overview of the Suggested Policy Measures

Kuusela Olli-PekkaLintunen Jussi
If the worst-case scenarios materialize during the upcoming winter months, electricity markets are in danger of plunging into a
Other publications

Returns to Vocational Education and Training

McNally SandraVentura GuglielmoVirtanen Hanna
Returns to Vocational Education and Training
What are the consequences of choosing the vocational track over the general or academic track in upper secondary education?
Reports 130

Public Debt and Economic Growth from the Perspective of Private Investment

Puonti Päivi
Corporate investment is crucial for productivity growth. When economic growth is sluggish and productivity growth weak, the government is
Briefs 112

There Are Ways to Improve Work Incentives Without Increasing Income Inequality

Puonti PäiviKangasharju Aki
The Finnish unemployment system is inefficient. The earnings-related unemployment allowance unnecessarily lengthens the duration of unemployment spells. Longer unemployment
Working Papers 95

Worker Mobility and Productivity Spillovers

Ohlsbom Roope
Using linked employer-employee data from Finland, we examine the mobility of workers between establishments as a source of productivity-affecting
Academic Publications

Incidence of Domestic Subsidies vs. Export Taxes: An Equilibrium Displacement Model of Log and Lumber Markets in Oregon

Zhai JunKuusela Olli-Pekka
Governments have used policies such as taxes on the exports of unprocessed wood products and subsidies to domestic manufacturers
Academic Publications

A Microeconometric Analysis of Wildfire Suppression Decisions in the Western United States

Rossi DavidKuusela Olli-PekkaDunn Christopher
Full suppression strategies remain the dominant option in wildfire management, despite a large body of research demonstrating the ecological
Working Papers 94

Trade Flows, Carbon Leakage, and the EU Emissions Trading System

Kuusi TeroWang Maria
The EU’s Emission Trading Scheme (EU ETS) has been shown to have reduced emissions in the participating countries and
Briefs 111

Industry Contracts, New Data Act and Digital Green Transition

Mattila JuriSeppälä TimoBützow AlexanderHynönen KallePuittinen Mika
In this brief, we analyze the implications of the new European Commission’s data act from the perspective of both
Other publications

A Method for Technology Diffusion Monitoring: AI Diffusion among S&P 500 Companies

Mucha TomaszSeppälä Timo
Technology monitoring is fundamental to R&D planning, technology management, and strategic decision-making. Despite its importance, monitoring the diffusion of
Other publications

Digital Counterparts for Electric Vehicle Components: Pathways to Circular Operations Through Component Licensing and Product-in-use Renewal

Hölmström JanBallardini RosaHakanen EskoPäläs JennaSalmi MikaSeppälä Timo
Limited availability and high cost of critical raw materials obstruct the transition to electric vehicles, which is required for
Briefs 110

Industry Contracts, New Data Act and Digital Green Transition

Mattila JuriSeppälä TimoBützow AlexanderHynönen KallePuittinen Mika
In this brief, we analyze the implications of the new European Commission’s data act from the perspective of both
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

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