Academic Publications

Academic Publications Publications

Commercial Adoption of AI in the Healthcare Sector: An Exploratory Analysis of S&P500 Companies

Mucha TomaszHalminen OlliTenhunen HenniSeppälä Timo
The use of Artificial Intelligence (AI) technologies within the healthcare sector is growing. However, there are differences in the
Academic Publications Publications

Determinants of Prescription Opioid Use: Population‐based Evidence from Finland

Böckerman PetriHaapanen MikaHakulinen ChristianKarhunen HannuMaczulskij Terhi
Background and aims Previous studies have shown that prescription opioid use is more common in socio-economically disadvantaged communities in
Academic Publications Publications

ICTs and the Urban-rural Divide: Can Online Labour Platforms Bridge the Gap?

Braesemann FabianKässi OttoLehdonvirta Vili
Information and communication technologies have long been predicted to spread economic opportunities to rural areas. However, the actual trend
Academic Publications Publications

Measuring the Gender Wage Gap – A Methodological Note

Maczulskij TerhiNyblom Jukka
We propose to estimate the Blinder-Oaxaca decomposition by a single-equation model augmented with interactions between the group membership and
Academic Publications Publications

Within and Between Firm Trends in Job Polarization: The Roles of Globalization and Technology

Kerr SariMaczulskij TerhiMaliranta Mika
We analyze occupational polarization within and across firms using a census of matched employer–employee panel data from Finland in
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

Factors Affecting Venture Funding of Healthcare AI Companies

Halminen OlliTenhunen HenniHeliste AnttiSeppälä Timo
Venture Capital (VC) funding raised by companies producing Artificial Intelligence (AI) or Machine Learning (ML) solutions is on the
Academic Publications Publications

Internal and External Hiring

DeVaro JedKauhanen AnttiValmari Nelli
Using large-scale, linked, employer–employee, Finnish panel data, the authors examine firms’ internal versus external hiring decisions more comprehensively than
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
Academic Publications Publications

Bonuses and Promotion Tournaments: Theory and Evidence

Emre EkinciKauhanen AnttiWaldman Michael
Standard models of promotion tournaments do not distinguish between wages and bonuses and thus cannot explain variation in the
Academic Publications Publications

Does Job Design Make Workers Happy?

Böckerman PetriBryson AlexKauhanen AnttiKangasniemi Mari
Using linked employer-employee data for Finland we examine associations between job design, employee well-being and job-related stress. Three key
Academic Publications Publications

The Roles of Job and Worker Restructuring in Aggregate Wage Growth Dynamics

Kauhanen AnttiMaliranta Mika
We propose an approach for measuring and analyzing the dynamics of the standard aggregate wage growth of macro statistics
Academic Publications Publications

Skimping on Gas – Reducing Ethereum Transaction Costs in a Blockchain Electricity Market Application

Hukkinen TaneliMattila JuriSeppälä TimoSmolander KariGooden Tobias
In recent years, information systems have not been largely evaluated by their operating costs, but mainly by their strategic
Academic Publications Publications

Longevity, Working Lives, and Public Finances

Lassila JukkaValkonen Tarmo
We find that linking statutory retirement ages to life expectancy is a promising way to extend working lives and
Academic Publications Publications

Performance Pay and Enterprise Productivity: The Details Matter

Kato TakaoKauhanen Antti
Purpose The purpose of this paper is to provide novel and rigorous evidence on the productivity effect of varying
Academic Publications Publications

Expanding the Platform: Smart Contracts as Boundary Resources

Lauslahti KristianMattila JuriHukkinen TaneliSeppälä Timo
Platform businesses are born global, with instant access to global markets. Thanks to the algorithmic, self-executing and self-enforcing computer
Academic Publications Publications

Output Gap Uncertainty and the Optimal Fiscal Policy in the EU

Kuusi Tero
Abstract Using a novel dataset, I quantify the magnitude of the EU-27 countries’ output gap revisions in 2002–2014, and
Academic Publications Publications

Distributed Governance in Multi-sided Platforms: A Conceptual Framework from Case: Bitcoin

Mattila JuriSeppälä Timo
Over the last decade, blockchain technology has facilitated a method by which a network of equipotent and equally privileged
Academic Publications Publications

The Finnish Great Depression of the 1990s: reconciling theory and evidence

Kuusi Tero
Abstract This paper reconciles quantitative macroeconomic theory of the Finnish Great Depression and the empirical evidence. The main controversy
Academic Publications Publications

Business owners, employees, and firm performance

Maliranta MikaNurmi Satu
The novel Finnish Longitudinal OWNer-Employer-Employee (FLOWN) database was used to analyze how the characteristics of owners and employees relate
Academic Publications Publications

Borrowing constraints and housing market liquidity

Eerola EssiMäättänen Niku
We study how changes in household borrowing constraints influence housing market liquidity. To this end, we develop a housing
Academic Publications Publications

Multinationals, competition and productivity spillovers through worker mobility

Nilsson Hakkala KatariinaSembenelli Alessandro
Multinational firms are believed to impact the productivity of domestic firms through worker mobility. Fosfuri et al. (J Int
Academic Publications Other publications Publications

Why locate manufacturing in a high-cost country? A case study of 35 production location decisions

Ketokivi MikkoTurkulainen VirpiSeppälä TimoRouvinen PetriAli-Yrkkö Jyrki
In this paper, we examine in detail 35 final assembly location decisions to gain understanding of the manufacturing location
Academic Publications Other publications Publications

Does the Structural Budget Balance Guide Fiscal Policy Pro-Cyclically? Evidence from the Finnish Great Depression of the 1990s

Kuusi Tero
In this article, I evaluate the challenges related to the European Commission's output gap method of calculating the structural

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