Academic Publications

Academic Publications

Returns to Adult Learning

Silliman MikkoVirtanen Hanna
Summary A common starting point in understanding investments in learning is that people participate in education when the life-cycle
Academic Publications

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
Academic Publications

Do Green Products Pay Off? Register-based Evidence on Finland’s Manufacturing Firms

Kuosmanen NataliaPajarinen Mika
As environmental concerns reshape market demand, the economic implications of producing green products by firms remain underexplored. This study
Academic Publications

Effect of Secondary Education on Cognitive and Non-cognitive Skills

Ollikainen Jani-PetteriPekkarinen TuomasUusitalo RoopeVirtanen Hanna
We examine the effects of secondary education on cognitive and non-cognitive skills using admission cutoffs to general secondary schools.
Academic Publications

Micro-level Structural Change Decomposition of Carbon Productivity: Application to Electricity Generation in Finland

Kuosmanen NataliaKuosmanen TimoMaczulskij Terhi
The transition to renewable energy can lead to major structural changes within the energy sector: climate policies encourage the
Academic Publications

Causally-informative analyses of the effect of job displacement on all-cause and specific-cause mortality from the 1990s Finnish recession until 2020: A population registry study of private sector employees

Zellers StephanieAzzi ElissarLatvala AnttiKaprio JaakkoMaczulskij Terhi
Background: Job loss is related to morbidity and mortality, but generation of causal evidence is challenging due to confounding
Academic Publications

Firm Responses to an Interest Barrier: Empirical Evidence

Harju JarkkoKauppinen IlpoRopponen Olli
In this paper, we study the effects of an interest barrier (IB) that was introduced in Finland in 2014
Academic Publications

Optimal Resource Allocation: Convex Quantile Regression Approach

Dai ShengKuosmanen NataliaKuosmanen TimoLiesiö Juuso
Optimal allocation of resources across sub-units in the context of centralized decision-making systems such as bank branches or supermarket
Academic Publications

Winners and Losers of Generative AI: Early Evidence of Shifts in Freelancer Demand

Teutloff OleEinsiedler JohannaKässi OttoBraesemann FabianMishkin Pameladel Rio-Chanona R. Maria
We examine how ChatGPT has changed the demand for freelancers in jobs where generative AI tools can act as
Academic Publications

Designing Net Asset-Based Income-Splitting Rules under Dual Income Tax

Kari SeppoRopponen Olli
This article revisits the income-splitting regulations within the Nordic dual income tax framework. These regulations were introduced to counteract
Academic Publications

Effect of Secondary Education on Cognitive and Non-cognitive Skills

Ollikainen Jani-PetteriPekkarinen TuomasUusitalo RoopeVirtanen Hanna
We examine the effects of secondary education on cognitive and non-cognitive skills using admission cutoffs to general secondary schools.
Academic Publications

Knowledge Spillovers from Superstar Tech Firms: The Case of Nokia

Ali-Yrkkö JyrkiCherif RedaHasanov FuadKuosmanen NataliaPajarinen Mika
Do workers hired from superstar tech firms contribute to better firm performance? To address this question, we analyse the
Academic Publications

Concurrent Trajectories of Objectively Measured Insufficient Recovery and Workload Among a Cohort of Shift Working Hospital Employees: Quantitative Empirical Research

Ropponen AnninaHirvonen MariaKuusi TeroHärmä Mikko
Aim: To investigate concurrent changes in short shift intervals (< 11 h) and workload among hospital employees. Design and
Academic Publications

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

Wang MariaKuusi Tero
The EU Emission Trading System (EU ETS) has been shown to have reduced emissions in the participating countries and
Academic Publications

How Are Green Jobs Created? A Decomposition Analysis

Maczulskij Terhi
This study provides novel evidence on the ‘greening’ of occupational structure using comprehensive employment data from Finland. The results
Academic Publications

Decentralized Wage Bargaining and Health

Maczulskij TerhiHaapanen MikaKauhanen AnttiRiukula Krista
This study examines the association between decentralized wage bargaining and worker health in Finland. We utilize unique data on
Academic Publications

Do Microcredentials Help New Workers Enter the Market? Evidence from an Online Labor Platform

Kässi OttoLehdonvirta Vili
We investigate the effects of a voluntary microcredentialing scheme on an online freelancing labor market. Drawing on transaction-level data,
Academic Publications

Job Loss and Migration: Do Family Connections Matter?

Maczulskij Terhi
This paper utilizes administrative employer–employee data to analyze the effect of job loss on interregional migration and to study
Academic Publications

Preference for Sons: Still a Trend? Evidence from Individual-level Data from Finland, 1960–2015

Riukula Krista
Preference for sons has been shown in various ways, but is it still up to date? I investigate how
Academic Publications

Parental Job Loss and Children’s Career Choices

Huttunen KristiinaRiukula Krista
We examine how shocks to parents’ careers affect the children’s educational choices and career outcomes. Using Finnish administrative data,
Academic Publications

The Costs of Job Loss and Task Usage: Do Social Tasks Soften the Drop?

Kauhanen AnttiRiukula Krista
Do different tasks shield differently from the scarring effects of job loss? This study examines how the effects of
Academic Publications

Least-cost Decarbonization Pathways for Electricity Generation in Finland: A Convex Quantile Regression Approach

Kuosmanen NataliaKuosmanen TimoMaczulskij TerhiZhou Xun
This study investigates the least-cost decarbonization pathways in the Finnish electricity generation industry in order to achieve the national
Academic Publications

Occupational Mobility of Routine Workers

Maczulskij Terhi
This paper demonstrates that the decline in routine occupations and concurrent rise in abstract occupations are largely due to
Academic Publications

The Impact of an Early Career Shock on Intergenerational Mobility

Kaila MarttiNix EmilyRiukula Krista
Children’s and parent’s incomes are highly correlated, yet little is known about how early career shocks contribute to this

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