Articles with keyword

artificial intelligence

Briefs 187

The AI Transformation is More Likely to Increase Rather Than Reduce Human Work

Kauhanen AnttiRouvinen Petri
AI is transforming professions, organizational structures, and business models, but it will neither eliminate human work nor cause average
Briefs 178

AI Has a Neutral or Even Positive Association with the Well-Being of Finnish Wage Earners

Kauhanen AnttiRouvinen Petri
Based on Statistics Finland’s Quality of Work Life Survey, we find that AI use, or its intensity, is not
Working Papers 137

AI and Worker Well-being: Evidence from a Nationally Representative Study

Bryson AlexKauhanen AnttiRouvinen Petri
Utilizing nationally representative cross-sectional and longitudinal data from Finland (2018–2023), we provide a population-level assessment of the relationship between
Briefs 173

Artificial Intelligence Has Not Impacted Youth Labor Market Outcomes in Finland

Kauhanen AnttiRouvinen Petri
While research by Brynjolfsson et al. (2025) suggests that youth employment in the United States has declined significantly in
Working Papers 135

AI Has Not Impacted the Youth Labor Market in Finland

Kauhanen AnttiRouvinen Petri
We examine the impact of generative AI on the youth labor market in Finland by replicating the key analyses
Reports 167

Productivity in the Finnish Service Industries: Capital Intensity, Labor Allocation, Digitalization, Offshoring and Generative AI

Kuosmanen NataliaKaitila VilleKuusi TeroKässi OttoMaczulskij TerhiPajarinen Mika
This report examines the factors shaping productivity in Finland’s private service industries. Specifically, we focus on the link between
Working Papers 131

GenAI, Growth, and the Multi-Sector Multipliers

Kuusi Tero
This paper analyzes the macroeconomic impact of Generative Artificial Intelligence (GenAI) on the Finnish economy, integrating recent literature and
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
Latest News and press releases

How does AI affect working life? – Watch the recording of the Etla Seminar

How does AI affect working life? – Watch the recording of the Etla Seminar
The Cartagena-seminar organized by Etla on Wednesday, May 14, explored the impact of artificial intelligence and the changes it
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
Working Papers 121

Assessing Early Labor Market Effects of Generative AI – Evidence from Population Data

Kauhanen AnttiRouvinen Petri
This study examines the short-term impact of generative artificial intelligence (GAI) on employment and wages using data covering all
Briefs 144

Generative Artificial Intelligence: Observations from a Fall 2024 Survey

Kauhanen AnttiKässi OttoPajarinen MikaRouvinen PetriVanhala Pekka
Half of Finns have tried generative artificial intelligence (AI). Among the employed, thirty percent have used generative artificial intelligence
Briefs 143

The Effects of Generative AI Are Not Yet Visible in the Labor Market: Wages in the Most Exposed Occupations Have Rather Risen

Kauhanen AnttiRouvinen Petri
The labor market implications of generative artificial intelligence (GenAI) have been discussed since the launch of ChatGPT. So far,
Briefs 136

Does AI Displace Work? The Impact of ChatGPT Launch on the Demand for Work

Kässi Otto
We examine the effects of generative artificial intelligence (GenAI) on the labor market, specifically focusing on the impact of
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
Books

The Fifth Wave – BRIE-ETLA Collection of Articles

Seppälä TimoMucha TomaszMattila Juri (eds.)
The Fifth Wave – BRIE-ETLA Collection of Articles
BRIE-ETLA 2019–2023 Over the past decades, information technology has driven societal development and economic growth. The continuing advance of
Working Papers 106

Beyond AI, Blockchain Systems, and Digital Platforms: Digitalization Unlocks Mass Hyper-Personalization and Mass Servitization

Seppälä TimoMucha TomaszMattila Juri
The ever-progressing digitalization of the economy and society is unlocking new opportunities for organizations engaging in services. We are
Columns

Beyond GPT-4: Digitalization Unlocks Mass Hyper-Personalization and Mass Servitization

Seppälä TimoMucha Tomasz
Beyond GPT-4: Digitalization Unlocks Mass Hyper-Personalization and Mass Servitization
As the hype surrounding GPT-4 peaks we must focus beyond, remarks Timo Seppälä and Tomasz Mucha in their new
News and press releases

Multi-year BRIE-ETLA collaboration in the main role in the bonus episode of the Alustatalouden F&M podcast

Multi-year BRIE-ETLA collaboration in the main role in the bonus episode of the Alustatalouden F&M podcast
Etla's multi-annual BRIE-ETLA research project ends in February.
Other publications

AI Diffusion Monitoring among S&P500 Companies: Empirical Results and Methodological Advancements

Mucha TomaszSeppälä Timo
With the increasing pace of digital technology innovation and commercialization, monitoring commercial diffusion of technologies becomes more important for
Columns Latest

Twitter, ChatGPT and a Tech Billionaire

Seppälä Timo
Twitter, ChatGPT and a Tech Billionaire
What is the actual significance of ChatGPT and its practical applications, ponders Timo Seppälä.
Academic 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 Publications

Managing Firm Resources at the Digital Technology Frontier – The Case of Finland’s Artificial Intelligence Accelerator

Mucha TomaszSeppälä Timo
Constantly evolving and advancing digital technologies force firms to manage their resources actively. This process is fraught with uncertainties,

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