Research graph
References from Automation and employment over the technology life cycle: Evidence from European regions. Local targets link to admitted publications; unresolved targets remain external evidence.
Automation and the workforce: A firm-level view from the 2019 annual business survey
2022 · External reference
Skills, tasks and technologies: Implications for employment and earnings
2011 · External reference
Competing with Robots: Firm-Level Evidence from France
10.1257/pandp.20201003 · 2020 · External reference
Automation and new tasks: How technology displaces and reinstates labor
10.1257/jep.33.2.3 · 2019 · External reference
Robots and jobs: Evidence from US Labor Markets
10.1086/705716 · 2020 · External reference
Schumpeterian Growth Theory and the Dynamics of Income Inequality
10.1111/1468-0262.00312 · 2002 · External reference
Artificial Intelligence, Growth and Employment: The Role of Policy
2019 · External reference
Unresolved reference
2022 · External reference
Natura Non Facit Saltus: Challenges and Opportunities for Digital Industrialisation Across Developing Countries
10.1057/s41287-020-00355-z · 2021 · External reference
The labour market impact of robotisation in Europe
10.1177/09596801211070801 · 2022 · External reference
New Frontiers: The Origins and Content of New Work, 1940–2018
2024 · External reference
The China Syndrome: Local Labor Market Effects of Import Competition in the United States
10.1257/aer.103.6.2121 · 2013 · External reference
Untangling Trade and Technology: Evidence from Local Labour Markets
10.1111/ecoj.12245 · 2015 · External reference
Computing Inequality: Have Computers Changed the Labor Market?
10.1162/003355398555874 · 1998 · External reference
Upstairs, Downstairs: Computers and Skills on Two Floors of a Large Bank
10.1177/001979390205500303 · 2002 · External reference
The Skill Content of Recent Technological Change: An Empirical Exploration
10.1162/003355303322552801 · 2003 · External reference
Is Automation Labor-Displacing? Productivity Growth, Employment, and the Labor Share
2018 · External reference
Unresolved reference
2022 · External reference
Computation and analysis of multiple structural change models
10.1002/jae.659 · 2003 · External reference
The Zettabyte Era Officially Begins (How Much is That?)
2016 · External reference
The Comparative Advantage of Educated Workers in Implementing New Technology
10.2307/1937894 · 1987 · External reference
Unresolved reference
2020 · External reference
The distinct effects of information technologies and communication technologies on skill demand
2023 · External reference
Cloud computing is helping smaller, newer firms compete
2018 · External reference
Unresolved reference
2014 · External reference
Artificial intelligence, for real
2017 · External reference
Unresolved reference
2022 · External reference
Deep Learning and Its Applications in Biomedicine
10.1016/j.gpb.2017.07.003 · 2018 · External reference
Unresolved reference
2018 · External reference
Digital technologies, innovation, and skills: Emerging trajectories and challenges
10.1016/j.respol.2021.104289 · 2021 · External reference
Digitalization, routineness and employment: An exploration on Italian task-based data
10.1016/j.respol.2020.104079 · 2021 · External reference
The adoption of digital technologies: Investment, skills, work organisation
10.1016/j.strueco.2023.04.011 · 2023 · External reference
Digital technologies, labor market flows and training: Evidence from Italian employer-employee data
10.1016/j.techfore.2024.123735 · 2024 · External reference
The impact of artificial intelligence on innovation: An exploratory analysis
2018 · External reference
When did mobile apps become so popular?
2018 · External reference
The rise of the East and the Far East: German labor markets and trade integration
10.1111/jeea.12092 · 2014 · External reference
The Adjustment of Labor Markets to Robots
10.1093/jeea/jvab012 · 2021 · External reference
Cloud Computing and Firm Growth
2023 · External reference
The determinants and welfare implications of US Workers’ diverging location choices by skill: 1980–2000
10.1257/aer.20131706 · 2016 · External reference
Threats and opportunities in the digital era: Automation spikes and employment dynamics
10.1016/j.respol.2020.104137 · 2021 · External reference
The Economic Impact of Cloud Computing on Business Creation, Employment and Output in Europe: An application of the Endogenous Market Structures Approach to a GPT innovation
2009 · External reference
A brief history of cloud computing
2021 · External reference
Unresolved reference
2001 · External reference
Structural crisis of adjustment, business cycles and investment behaviour
1988 · External reference
The future of employment: How susceptible are jobs to computerisation?
10.1016/j.techfore.2016.08.019 · 2017 · External reference
Technological Progress , Mobility , and Economic Growth
1997 · External reference
A Brief History of Industrial Robotics in the 20th Century
10.4236/ahs.2019.81002 · 2019 · External reference
Models of technology diffusion
10.1016/s0048-7333(99)00092-x · 2000 · External reference
Bartik instruments: What, when, why, and how
10.1257/aer.20181047 · 2020 · External reference
Explaining Job Polarization: Routine-Biased Technological Change and Offshoring
10.1257/aer.104.8.2509 · 2014 · External reference
Robots at Work
10.1162/rest_a_00754 · 2018 · External reference
Industrial robotics in factory automation: From the early stage to the internet of things
2017 · External reference
Racing with or Against the Machine? Evidence on the Role of Trade in Europe
10.1093/jeea/jvab040 · 2022 · External reference
A study of big data evolution and research challenges
10.1177/0165551518789880 · 2019 · External reference
Industrial Robotics
10.1007/978-3-319-32552-1_54 · 2016 · External reference
Hadoop vs. Spark: What’s the difference?
2021 · External reference
Industrial robots, and information and communication technology: the employment effects in EU labour markets
2024 · External reference
Tracking the rise of robots: The IFR database
10.1515/jbnst-2021-0059 · 2022 · External reference
Internet of Things (IoT), Applications and Challenges: A Comprehensive Review
10.1007/s11277-020-07446-4 · 2020 · External reference
Global diffusion of the internet XV: Web 2.0 technologies, principles, and applications: A conceptual framework from technology push and demand pull perspective
2009 · External reference
Technology and Labor Displacement: Evidence from Linking Patents with Worker-Level Data
2023 · External reference
Intro to APIs: History of APIs
2019 · External reference
Cognitive comparative advantage and the organization of work: Lessons from Herbert Simon’s vision of the future
10.1016/s0167-4870(02)00201-5 · 2003 · External reference
Big data: Dimensions, evolution, impacts, and challenges
10.1016/j.bushor.2017.01.004 · 2017 · External reference
History-friendly’ models of industry evolution: the computer industry
10.1093/icc/8.1.3 · 1999 · External reference
Benign effects of automation: New evidence from patent texts
10.1162/rest_a_01083 · 2023 · External reference
Adjusting to the digital: Societal outcomes and consequences
10.1016/j.respol.2021.104296 · 2021 · External reference
Spillovers from High-Skill Consumption to Low-Skill Labor Markets
10.1162/rest_a_00234 · 2013 · External reference
Has ICT polarized skill demand? Evidence from eleven countries over twenty-five years
10.1162/rest_a_00366 · 2014 · External reference
Is the internet a US invention?—an economic and technological history of computer networking
10.1016/s0048-7333(02)00069-0 · 2002 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2007 · External reference
Are ICT displacing workers in the short run? Evidence from seven European countries
10.1016/j.infoecopol.2017.03.002 · 2017 · External reference
Technological revolutions and techno-economic paradigms
10.1093/cje/bep051 · 2010 · External reference
The ICT Productivity Paradox: Insights from Micro Data
10.1787/eco_studies-v2004-1-en · 2005 · External reference
Institutions, Holdup, and Automation
10.1093/icc/dtac060 · 2023 · External reference
Unresolved reference
2025 · External reference
Regimes of robotization in Europe
10.1016/j.econlet.2023.111320 · 2023 · External reference
Digital technologies, employment, and skills
10.1093/icc/dtab059 · 2021 · External reference
The impact of a decade of digital transformation on employment, wages, and inequality in the EU: a “conveyor belt” hypothesis
10.1093/ser/mwaf011 · 2025 · External reference
Unresolved reference
1962 · External reference
Skill bias in an endogenous growth model: Evaluating the case for market size and acceleration effects
10.1017/s1365100511000691 · 2013 · External reference
The Design of Digital Automation Technologies: Implications for the Future of Work
2022 · External reference
AI, robots and innovation in European SMEs
10.1007/s11187-025-01017-2 · 2025 · External reference
Smart cities: Quality of life, productivity, and the growth effects of human capital
10.1162/rest.88.2.324 · 2006 · External reference
Breaking the waves: a Poisson regression approach to Schumpeterian clustering of basic innovations
10.1093/cje/27.5.671 · 2003 · External reference
The Corporation: Will It Be Managed by Machines?
1960 · External reference
Technological Discontinuities and Organizational Environments
10.2307/2392832 · 1986 · External reference
Artificial intelligence’s new clothes? A system technology perspective
2023 · External reference
Unresolved reference
1995 · External reference
Innovation and skill dynamics: a life-cycle approach
10.1093/icc/dtu028 · 2015 · External reference
Unresolved reference
2021 · External reference
Computation and analysis of multiple structural change models
10.1002/jae.659 · ExternalCitation · doi-reference
Industrial Robotics
10.1007/978-3-319-32552-1_54 · ExternalCitation · doi-reference
AI, robots and innovation in European SMEs
10.1007/s11187-025-01017-2 · ExternalCitation · doi-reference
Internet of Things (IoT), Applications and Challenges: A Comprehensive Review
10.1007/s11277-020-07446-4 · ExternalCitation · doi-reference
Big data: Dimensions, evolution, impacts, and challenges
10.1016/j.bushor.2017.01.004 · ExternalCitation · doi-reference
Regimes of robotization in Europe
10.1016/j.econlet.2023.111320 · ExternalCitation · doi-reference
Deep Learning and Its Applications in Biomedicine
10.1016/j.gpb.2017.07.003 · ExternalCitation · doi-reference
Are ICT displacing workers in the short run? Evidence from seven European countries
10.1016/j.infoecopol.2017.03.002 · ExternalCitation · doi-reference
Digitalization, routineness and employment: An exploration on Italian task-based data
10.1016/j.respol.2020.104079 · ExternalCitation · doi-reference
Threats and opportunities in the digital era: Automation spikes and employment dynamics
10.1016/j.respol.2020.104137 · ExternalCitation · doi-reference
Digital technologies, innovation, and skills: Emerging trajectories and challenges
10.1016/j.respol.2021.104289 · ExternalCitation · doi-reference
Adjusting to the digital: Societal outcomes and consequences
10.1016/j.respol.2021.104296 · ExternalCitation · doi-reference
The adoption of digital technologies: Investment, skills, work organisation
10.1016/j.strueco.2023.04.011 · ExternalCitation · doi-reference
The future of employment: How susceptible are jobs to computerisation?
10.1016/j.techfore.2016.08.019 · ExternalCitation · doi-reference
Digital technologies, labor market flows and training: Evidence from Italian employer-employee data
10.1016/j.techfore.2024.123735 · ExternalCitation · doi-reference
Is the internet a US invention?—an economic and technological history of computer networking
10.1016/s0048-7333(02)00069-0 · ExternalCitation · doi-reference
Models of technology diffusion
10.1016/s0048-7333(99)00092-x · ExternalCitation · doi-reference
Cognitive comparative advantage and the organization of work: Lessons from Herbert Simon’s vision of the future
10.1016/s0167-4870(02)00201-5 · ExternalCitation · doi-reference
Skill bias in an endogenous growth model: Evaluating the case for market size and acceleration effects
10.1017/s1365100511000691 · ExternalCitation · doi-reference
Natura Non Facit Saltus: Challenges and Opportunities for Digital Industrialisation Across Developing Countries
10.1057/s41287-020-00355-z · ExternalCitation · doi-reference
Robots and jobs: Evidence from US Labor Markets
10.1086/705716 · ExternalCitation · doi-reference
Breaking the waves: a Poisson regression approach to Schumpeterian clustering of basic innovations
10.1093/cje/27.5.671 · ExternalCitation · doi-reference
Technological revolutions and techno-economic paradigms
10.1093/cje/bep051 · ExternalCitation · doi-reference
History-friendly’ models of industry evolution: the computer industry
10.1093/icc/8.1.3 · ExternalCitation · doi-reference
Digital technologies, employment, and skills
10.1093/icc/dtab059 · ExternalCitation · doi-reference
Institutions, Holdup, and Automation
10.1093/icc/dtac060 · ExternalCitation · doi-reference
Innovation and skill dynamics: a life-cycle approach
10.1093/icc/dtu028 · ExternalCitation · doi-reference
The Adjustment of Labor Markets to Robots
10.1093/jeea/jvab012 · ExternalCitation · doi-reference
Racing with or Against the Machine? Evidence on the Role of Trade in Europe
10.1093/jeea/jvab040 · ExternalCitation · doi-reference
The impact of a decade of digital transformation on employment, wages, and inequality in the EU: a “conveyor belt” hypothesis
10.1093/ser/mwaf011 · ExternalCitation · doi-reference
Schumpeterian Growth Theory and the Dynamics of Income Inequality
10.1111/1468-0262.00312 · ExternalCitation · doi-reference
Untangling Trade and Technology: Evidence from Local Labour Markets
10.1111/ecoj.12245 · ExternalCitation · doi-reference
The rise of the East and the Far East: German labor markets and trade integration
10.1111/jeea.12092 · ExternalCitation · doi-reference
The Skill Content of Recent Technological Change: An Empirical Exploration
10.1162/003355303322552801 · ExternalCitation · doi-reference
Computing Inequality: Have Computers Changed the Labor Market?
10.1162/003355398555874 · ExternalCitation · doi-reference
Smart cities: Quality of life, productivity, and the growth effects of human capital
10.1162/rest.88.2.324 · ExternalCitation · doi-reference
Spillovers from High-Skill Consumption to Low-Skill Labor Markets
10.1162/rest_a_00234 · ExternalCitation · doi-reference
Has ICT polarized skill demand? Evidence from eleven countries over twenty-five years
10.1162/rest_a_00366 · ExternalCitation · doi-reference
Robots at Work
10.1162/rest_a_00754 · ExternalCitation · doi-reference
Benign effects of automation: New evidence from patent texts
10.1162/rest_a_01083 · ExternalCitation · doi-reference
Upstairs, Downstairs: Computers and Skills on Two Floors of a Large Bank
10.1177/001979390205500303 · ExternalCitation · doi-reference
A study of big data evolution and research challenges
10.1177/0165551518789880 · ExternalCitation · doi-reference
The labour market impact of robotisation in Europe
10.1177/09596801211070801 · ExternalCitation · doi-reference
The China Syndrome: Local Labor Market Effects of Import Competition in the United States
10.1257/aer.103.6.2121 · ExternalCitation · doi-reference
Explaining Job Polarization: Routine-Biased Technological Change and Offshoring
10.1257/aer.104.8.2509 · ExternalCitation · doi-reference
The determinants and welfare implications of US Workers’ diverging location choices by skill: 1980–2000
10.1257/aer.20131706 · ExternalCitation · doi-reference
Bartik instruments: What, when, why, and how
10.1257/aer.20181047 · ExternalCitation · doi-reference
Automation and new tasks: How technology displaces and reinstates labor
10.1257/jep.33.2.3 · ExternalCitation · doi-reference
Competing with Robots: Firm-Level Evidence from France
10.1257/pandp.20201003 · ExternalCitation · doi-reference
Tracking the rise of robots: The IFR database
10.1515/jbnst-2021-0059 · ExternalCitation · doi-reference
The ICT Productivity Paradox: Insights from Micro Data
10.1787/eco_studies-v2004-1-en · ExternalCitation · doi-reference
The Comparative Advantage of Educated Workers in Implementing New Technology
10.2307/1937894 · ExternalCitation · doi-reference
Technological Discontinuities and Organizational Environments
10.2307/2392832 · ExternalCitation · doi-reference
A Brief History of Industrial Robotics in the 20th Century
10.4236/ahs.2019.81002 · ExternalCitation · doi-reference
