The Role Of Artificial Intelligence (AI) In Productivity & Economic Growth In Nordic Welfare States.



Artificial intelligence, Economic growth, Nordic States, Social safety, Income equality


The Nordic welfare states have long been admired for their robust social welfare systems and high standards of living. However, as these economies face challenges posed by demographic shifts and global economic competition, the role of artificial intelligence (AI) in driving productivity and economic growth becomes increasingly pertinent. This research explores the multifaceted relationship between AI, productivity, and economic growth in the context of Nordic welfare states. Drawing upon existing literature and empirical evidence, this study explores how AI can enhance worker capabilities by automating routine tasks, increase productivity across various sectors including manufacturing by optimizing resource allocation, public administration and driving innovation. Additionally, it investigates the mechanisms through which AI adoption influences economic growth, considering factors such as innovation, efficiency gains, and the creation of new industries and employment opportunities. Moreover, the study delves into the unique characteristics of Nordic welfare states, such as strong social safety nets and emphasis on human capital development, and assesses how these factors interact with AI-driven productivity and economic growth. Furthermore, the study examines policy implications, including the need for adaptive regulatory frameworks, investment in AI infrastructure and research, and strategies for up-skilling the workforce to ensure inclusive growth and social cohesion. By offering insights into the role of AI in shaping productivity and economic growth within Nordic welfare states, this research contributes to a deeper understanding of the opportunities and challenges presented by AI adoption in the context of advanced social welfare models. The study emphasizes the significance of social safety nets in Nordic welfare states and the need for re-skilling and up-skilling to prevent job displacement. It also explores the potential of AI adoption in these states, aiming to inform policymakers and stakeholders on strategies to maximize the benefits of AI while maintaining social cohesion.

Author Biography

Junaid Butt, Advocate High Court, Member AJK BAR COUNCIL,  2nd Floor Old Courts Plaza, Muzafarabad, Azad Kashmir, PAKISTAN

Mag. Junaid Sattar Butt, LL.M, is a highly accomplished legal professional with a diverse educational background and a wealth of practical experience. Holding a Master of Laws (LL.M) and a Bachelor of Laws (LL.B). Butt brings a unique blend of legal expertise and financial acumen to his professional endeavors. In addition to his legal qualifications. Further holds a Master's degree in Political Science (MA), MBA in Finance and a Bachelor's degree in Commerce (B.Com), showcasing his commitment to a comprehensive understanding of both legal and socio-political landscapes. With over four years of practical experience as an Advocate in both District and High Courts, Mag. Butt has demonstrated exceptional skills in legal practice, including litigation, advocacy and drafting. His proficiency extends to acadamia, where he has served as a Lecturer imparting legal knowledge and expertise. Butt has also contributed significantly in his role as a Legal Research Officer at Malik Law Associates. His research publications stand as a testament to his dedication to advancing legal understanding and knowledge. Throughout his career, Mag. Junaid Sattar Butt has proven himself to be a committed and knowledgeable professional, seamlessly combining his educational background with practical experience in the legal field. His multifaceted expertise positions him as a valuable asset in legal practice, academia, and research.


Höglund, J.K., Sahana, G., Guldbrandtsen, B. et al. Validation of associations for female fertility traits in Nordic Holstein, Nordic Red and Jersey dairy cattle. BMC Genet 15, 8 (2014).

The Nordic model is a term coined by economists to describe the unique social policy-mix of countries like Denmark, Sweden, Norway, Finland, and Iceland.

StudySmarter GmbH. (2024). Nordic Model. Accessed on 11-03-2024 from

Matthews, L. (2023). Taking a Closer Look at the Vaunted Scandinavian Welfare States. Mises Wire. Accessed on 13-03-2024 from

Reutter, L., & Åm, H. (2024). Constructing the data economy: tracing expectations of value creation in policy documents. Critical Policy Studies, 1-21. Accessed on 10-03-2024 from

Piton, C. (2023). The economic consequences of artificial intelligence: An overview. National Bank of Belgium Economic Review, 2023(No. 1). Retrieved from

Pauli Kettunen (2001): The Nordic Welfare State in Finland,Scandinavian Journal of History, 26:3, 225-247. Accessed on 14-03-2024 from

Schäfer, B., Koloch, L., Storai, D., Gunkel, M., & Kraus, S. (2023). Alternative workplace arrangements: Tearing down the walls of a conceptual labyrinth. Journal of Innovation & Knowledge, 8(2), 100352. Accessed on 12-03-2024 from

Lehtonen, K. (2023). Unlocking the full potential of digitalisation and the data economy – including in the EU. Fair data economy. Retrieved from

Ilzetzki, E., & Jain, S. (2023). The impact of artificial intelligence on growth and employment. VoxEU. org, 20. Accessed on 10-03-2024 from

Taylor, P.: Volume of data/information created, captured, copied, and consumed worldwide from 2010 to 2020, with forecasts from 2021 to 2025 (2023).

Singh, M., Goyat, R., Panwar, R.: Fundamental pillars for industry 4.0 development: implementation framework and challenges in manufacturing environment. TQM J. ahead-of-print (2023).

Tarkkala, H., Snell, K., & Tupasela, A. (2020). The Nordic data imaginary. Big Data and Society, 7(1). Accessed on 12-03-2024 from

Colonna, Liane. (2020). Law in the Era of Artificial Intelligence. In Nordic Yearbook of Law and Informatics (Vol. 2020-2021, pp. 13-18). accessed on 13-03-2024 from

ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT. (2023). OECD employment outlook 2023: Artificial intelligence and the labour market. ORGANIZATION FOR ECONOMIC. Accessed on 12-03-2024 from

Albanesi, S., Da Silva, A. D., Jimeno, J. F., Lamo, A., & Wabitsch, A. (2023). New technologies and jobs in Europe (No. w31357). National Bureau of Economic Research. Accessed on 11-03-2024 from

Hatzius, J. (2023). The Potentially Large Effects of Artificial Intelligence on Economic Growth (Briggs/Kodnani). Goldman Sachs. Acceswsed on 12-03-2024 from

Gmyrek, P., Berg, J., & Bescond, D. (2023). Generative AI and jobs: A global analysis of potential effects on job quantity and quality. ILO Working Paper, 96. Accessed on 11-03-2024 from

Cazzaniga, M., Jaumotte, F., Li, L., Melina, G., Panton, A. J., Pizzinelli, C., Rockall, E. J., & Mendes Tavares, M. (2024). Gen-AI: Artificial Intelligence and the Future of Work. Staff Discussion Notes, 2024(001), A001. Accessed on 10-03-2024 from$002f006$002f2024$002f001$002farticle-A001-en.xml?t:ac=journals%24002f006%24002f2024%24002f001%24002farticle-A001-en.xml#A001ref33

Waage, M., Weinbach, B.C., Larsen, Ø.H. (2024). Digital and AI Maturity of Enterprises in Sogn Og Fjordane, a Rural Region of Norway. In: Akerkar, R. (eds) AI, Data, and Digitalization. SAIDD 2023. Communications in Computer and Information Science, vol 1810. Springer, Cham. Accessed on 11-03-2024 from

Lisa Reutter & Heidrun Åm (2024) Constructing the data economy: tracing expectations of value creation in policy documents, Critical Policy Studies. Accessed on 11-03-2024 from DOI: https://10.1080/19460171.2023.2300436

Van der Marel, Erik, and Bjørn Brey. (2023)."Artificial Intelligence and the Clustering of Human Capital: The Risks for Europe." ECIPE Occasional Papers. Accessed on 13-03-2024 from

Fossa, F. (2023). The high road. Driving automation, human values, and artificial agency. In Ethics of Driving Automation: Artificial Agency and Human Values (pp. 139-148). Cham: Springer Nature Switzerland. Accessed on 13-03-2024 from

Peng, C., Zhen, X., & Huang, Y. (2023). Human-automation interaction centered approach based on FRAM for systemic safety analysis of dynamic positioning operations for offshore tandem offloading. Ocean Engineering, 267, 113249.

Tyson LD, Zysman J. (2022). Automation, AI & work. Daedalus 151(2):256–71 Accessed on 14-03-2024 from

Garritzmann JL, Häusermann S, Palier B. (2022). The World Politics of Social Investment, Vol. 1: Welfare States in the Knowledge Economy. New York: Oxford Univ. Press Accessed on 14-03-2024 from

Ključnikov, A., Popkova, E. G., & Sergi, B. S. (2023). Global labor markets and workplaces in the age of intelligent machines. Journal of Innovation & Knowledge, 8(4), 100407. Accessed on 14-03-2024 from

Mustosmäki, A., Reisel, L., Sihto, T., & Teigen, M. (2022). Gendered Labor Market (dis)advantages in Nordic Welfare States. Introduction to the Theme of the Special Issue. 20) Nordic Journal of Working Life Studies, 11(S7). Accessed on 15-03-2024 from

Think Tank Mandag Morgen (Monday Morning), ADD project, DI Digital, Digital Dogme, EY, Finansforbundet, HK, LinkedIn, Microsoft, & Netcompany. (2023). Project management and case-study articles. In M. Beck-Nielsen, J. K. Sørensen, & S. Gisselmann (Eds.), Data processing of questionnaire responses and report writing (D. H. Jensen, T. N.Kjølbye, R. A. Wagtmann, & M. L. Arlaud, Trans.). Accessed on 15-03-2024 from

Bjørndalen, A. J., Dahlström, P., Lundberg, T., & Torres, A. (2024). What’s driving the Nordic countries’ software export surge? McKinsey & Company. Accessed on 15-03-2024 from

Mannonen, M. (2023). Why is Technology Industries of Finland making a big investment in artificial intelligence? Accessed on 15-03-2024 from

Piton, C. (2023). The economic consequences of artificial intelligence: An overview. National Bank of Belgium Economic Review, 2023(No. 1). Accessed on 15-03-2024 from

Andersson, J., Nyholm, T., Ceberg, C., Alm´en, A., Bernhardt, P., Franssong, A., & Olssond, L. E. (2021). Artificial intelligence and the medical physics profession - A Swedish perspective. Physica Medica, 88, 218–225. Accessed on 15-03-2024 from

Schmitt, L. (2022). Mapping global AI governance: a nascent regime in a fragmented landscape. AI Ethics 2, 303–314. Accessed on 15-03-2024 from

OECD Observatory of Public Sector Innovation (OPSI), Co-funded by the European Commission (2024). Accessed on 15-03-2024 from

Butt, Junaid. 2023. “Legal Considerations and Comparative Study about Countries Already Incorporated AI for Administrative Decisions”. Acta Universitatis Danubius. Juridica 19 (3):7-25.

Balland, P.-A. and A. Renda (2023) “Forge Ahead or Fall Behind: Why we need a United Europe of Artificial Intelligence”, CEPS Explainer, 2023-13, CEPS, Brussels.

Calvino, F. and L. Fontanelli (2023) “A Portrait of AI Adopters across Countries: Firm Characteristics, Assets’ Complementarities and Productivity”, OECD Science, Technology and Industry Working Papers, No. 2023/02, OECD Publishing, Paris.

Jones, K. (2023), AI governance and human rights: Resetting the relationship, Research Paper, London: Royal Institute of International Affairs,


The Nordic Model: Scandinavia since 1945 by Mary Hilson

Algorithms for the People: Democracy in the Age of AI by Josh Simons

AI Needs You: How We Can Change AI's Future and Save Our Own, Verity Harding.

The Importance of Being Educable: A New Theory of Human Uniqueness by Leslie Valiant.

Viking Economics: How the Scandinavians Got It Right-and How We Can, Too by George Lakey.

Guardrails: Guiding Human Decisions in the Age of AI by Urs Gasser and Viktor Mayer-Schönberger.

The Nordic Economic, Social and Political Model Challenges in the 21st Century by Anu Koivunen, Jari Ojala, Janne Holmén.



How to Cite

Butt, J. (2024). The Role Of Artificial Intelligence (AI) In Productivity & Economic Growth In Nordic Welfare States. Acta Universitatis Danubius. Œconomica, 20(2). Retrieved from



Economic Development, Technological Change, and Growth