The impact of artificial intelligence on skills at work in Denmark

Based on a unique dataset on the use of artificial intelligence (AI) among employees in Denmark, we investigate within‐job relationships between AI use and skill requirements. We show that the effects of AI are varied and depend on whether AI is used for providing orders to humans or providing infor...

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Vydané v:New technology, work, and employment Ročník 37; číslo 1; s. 79 - 101
Hlavní autori: Holm, Jacob Rubæk, Lorenz, Edward
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Oxford Blackwell Publishing Ltd 01.03.2022
Predmet:
additive noise modelling
Artificial intelligence
Augmentation
Autonomy
Causality
constraints
Employment
high‐performance work practices
Inequality
Information dissemination
Intelligence
job requirements approach
Labor market
learning
Noise
Occupations
Skills
Work
Work skills
Denmark
ISSN:0268-1072, 1468-005X
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Abstract Based on a unique dataset on the use of artificial intelligence (AI) among employees in Denmark, we investigate within‐job relationships between AI use and skill requirements. We show that the effects of AI are varied and depend on whether AI is used for providing orders to humans or providing information for further human handling and in which occupation it is used. AI may enhance or augment skills through, for example, the increased use of high‐performance work practices, or it may increase work pace constraints and reduce employee autonomy. The results imply that the diffusion of AI can increase inequalities in the labour market by augmenting skills used in high‐skill jobs, although having relatively more adverse impacts on other jobs. We use additive noise modelling to establish the likely direction of causality in our results and find that the direction of causality is from AI use to skill requirements.
AbstractList Based on a unique dataset on the use of artificial intelligence (AI) among employees in Denmark, we investigate within‐job relationships between AI use and skill requirements. We show that the effects of AI are varied and depend on whether AI is used for providing orders to humans or providing information for further human handling and in which occupation it is used. AI may enhance or augment skills through, for example, the increased use of high‐performance work practices, or it may increase work pace constraints and reduce employee autonomy. The results imply that the diffusion of AI can increase inequalities in the labour market by augmenting skills used in high‐skill jobs, although having relatively more adverse impacts on other jobs. We use additive noise modelling to establish the likely direction of causality in our results and find that the direction of causality is from AI use to skill requirements.
Author Lorenz, Edward
Holm, Jacob Rubæk
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  organization: University of Johannesburg
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Snippet Based on a unique dataset on the use of artificial intelligence (AI) among employees in Denmark, we investigate within‐job relationships between AI use and...
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SubjectTerms additive noise modelling
Artificial intelligence
Augmentation
Autonomy
Causality
constraints
Employment
high‐performance work practices
Inequality
Information dissemination
Intelligence
job requirements approach
Labor market
learning
Noise
Occupations
Skills
Work
Work skills
Title The impact of artificial intelligence on skills at work in Denmark
URI https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fntwe.12215
https://www.proquest.com/docview/2640099207
Volume 37
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