IDEAS home Printed from https://ideas.repec.org/a/bla/glopol/v15y2024i1p204-217.html

Evaluating international AI skills policy: A systematic review of AI skills policy in seven countries

Author

Listed:
  • Eryn Rigley
  • Caitlin Bentley
  • Joshua Krook
  • Sarvapali D. Ramchurn

Abstract

As artificial intelligence (AI) is having an increasingly disruptive impact across industries, companies continue to report having difficulty when recruiting for AI roles, while new graduates find it difficult to find employment, indicating a skills gap or skills misalignment. International approaches to AI skills programmes can offer a guide to future policy development of a skilled workforce, best placed to harness the economic opportunities that AI may support. The authors performed a systematic literature review on AI skills in government policies and documents from seven countries: Australia, Canada, China, Singapore, Sweden, the United Kingom and the United States. We found a divide between countries which emphasised a broader, nationwide approach to upskill and educate all citizens at different levels, namely the United States and Singapore and those countries which emphasised a narrower focus on educating a smaller group of experts with advanced AI knowledge and skills, namely China, Sweden and Canada. We found that the former, broader approaches tended to correlate with higher AI readiness and index scores than the narrower, expert‐driven approach. Our findings indicate that, to match world‐leading AI readiness, future AI skills policy should follow these broad, nationwide approaches to upskill and educate all citizens at different levels of AI expertise.

Suggested Citation

  • Eryn Rigley & Caitlin Bentley & Joshua Krook & Sarvapali D. Ramchurn, 2024. "Evaluating international AI skills policy: A systematic review of AI skills policy in seven countries," Global Policy, London School of Economics and Political Science, vol. 15(1), pages 204-217, February.
  • Handle: RePEc:bla:glopol:v:15:y:2024:i:1:p:204-217
    DOI: 10.1111/1758-5899.13299
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1758-5899.13299
    Download Restriction: no

    File URL: https://libkey.io/10.1111/1758-5899.13299?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Alan Dignam, 2020. "Artificial intelligence, tech corporate governance and the public interest regulatory response," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 37-54.
    2. Feijóo, Claudio & Kwon, Youngsun & Bauer, Johannes M. & Bohlin, Erik & Howell, Bronwyn & Jain, Rekha & Potgieter, Petrus & Vu, Khuong & Whalley, Jason & Xia, Jun, 2020. "Harnessing artificial intelligence (AI) to increase wellbeing for all: The case for a new technology diplomacy," Telecommunications Policy, Elsevier, vol. 44(6).
    3. John Turnpenny & Måns Nilsson & Duncan Russel & Andrew Jordan & Julia Hertin & Bjorn Nykvist, 2008. "Why is integrating policy assessment so hard? A comparative analysis of the institutional capacities and constraints," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 51(6), pages 759-775.
    4. Inga Ulnicane & William Knight & Tonii Leach & Bernd Carsten Stahl & Winter-Gladys Wanjiku, 2021. "Framing governance for a contested emerging technology:insights from AI policy [The next space race is Artificial Intelligence]," Policy and Society, Darryl S. Jarvis and M. Ramesh, vol. 40(2), pages 158-177.
    5. Roxana Radu, 2021. "Steering the governance of artificial intelligence: national strategies in perspective [AI ethics guidelines inventory]," Policy and Society, Darryl S. Jarvis and M. Ramesh, vol. 40(2), pages 178-193.
    6. Natalia Shmatko & Galina Volkova, 2020. "Bridging the Skill Gap in Robotics: Global and National Environment," SAGE Open, , vol. 10(3), pages 21582440209, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Adela Socol & Oana-Raluca Ivan & Adina Elena Danuletiu & Ionela Cornelia Cioca & Claudia Florina Botar & Dorina Elena Virdea, 2025. "The Moderating Role of Governmental Artificial Intelligence in Shaping Green Growth Dynamics in the European Union," Sustainability, MDPI, vol. 17(22), pages 1-34, November.
    2. Gao, Fei & Peng, Benhong & Zhao, Yinyin & Wei, Guo, 2026. "Tech for Good: The employment effects of policy-driven artificial intelligence development," International Review of Economics & Finance, Elsevier, vol. 105(C).
    3. Andrew J. Keith, 2024. "Governance of artificial intelligence in Southeast Asia," Global Policy, London School of Economics and Political Science, vol. 15(5), pages 937-954, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wang, Shangrui & Zhang, Yuanmeng & Xiao, Yiming & Liang, Zheng, 2025. "Artificial intelligence policy frameworks in China, the European Union and the United States: An analysis based on structure topic model," Technological Forecasting and Social Change, Elsevier, vol. 212(C).
    2. Tuzov, Viktor & Lin, Fen, 2024. "Two paths of balancing technology and ethics: A comparative study on AI governance in China and Germany," Telecommunications Policy, Elsevier, vol. 48(10).
    3. Andrew J. Keith, 2024. "Governance of artificial intelligence in Southeast Asia," Global Policy, London School of Economics and Political Science, vol. 15(5), pages 937-954, November.
    4. Saima Javed & Yu Rong & Babar Nawaz Abbasi, 2024. "Convergence analysis of artificial intelligence research capacity: Are the less developed catching up with the developed ones?," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(4), pages 2172-2192, May.
    5. Tero Erkkilä, 2023. "Global indicators and AI policy: Metrics, policy scripts, and narratives," Review of Policy Research, Policy Studies Organization, vol. 40(5), pages 811-839, September.
    6. Vasiliy Andreevich Laptev & Daria Rinatovna Feyzrakhmanova, 2021. "Digitalization of Institutions of Corporate Law: Current Trends and Future Prospects," Laws, MDPI, vol. 10(4), pages 1-19, December.
    7. Jongheon Kim, 2023. "Traveling AI‐essentialism and national AI strategies: A comparison between South Korea and France," Review of Policy Research, Policy Studies Organization, vol. 40(5), pages 705-728, September.
    8. Zhang, Puxin & Jayakar, Krishna & Taylor, Richard & Liu, Chun, 2025. "Same goal, different paths: Contrasting approaches to AI regulation in China and India," Telecommunications Policy, Elsevier, vol. 49(8).
    9. Valtonen, Alena & Saunila, Minna & Ukko, Juhani & Treves, Luke & Ritala, Paavo, 2025. "AI and employee wellbeing in the workplace: An empirical study," Journal of Business Research, Elsevier, vol. 199(C).
    10. Xi, Yipeng & Mai, Luu Thuc Ngan, 2025. "Shifting tides: How public perceptions of GPT regulation evolved before and after GPT-4 on Quora," Telecommunications Policy, Elsevier, vol. 49(7).
    11. Tan Yigitcanlar & Federico Cugurullo, 2020. "The Sustainability of Artificial Intelligence: An Urbanistic Viewpoint from the Lens of Smart and Sustainable Cities," Sustainability, MDPI, vol. 12(20), pages 1-24, October.
    12. Kenneth P Seastedt & Patrick Schwab & Zach O’Brien & Edith Wakida & Karen Herrera & Portia Grace F Marcelo & Louis Agha-Mir-Salim & Xavier Borrat Frigola & Emily Boardman Ndulue & Alvin Marcelo & Leo , 2022. "Global healthcare fairness: We should be sharing more, not less, data," PLOS Digital Health, Public Library of Science, vol. 1(10), pages 1-13, October.
    13. Lei Wang & Provash Sarker & Kausar Alam & Shahneoaj Sumon, 2021. "Artificial Intelligence and Economic Growth: A Theoretical Framework," Scientific Annals of Economics and Business (continues Analele Stiintifice), Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, vol. 68(4), pages 421-443, November.
    14. Jussila Hammes , Johanna, 2017. "The impact of career concerns and cognitive dissonance on bureaucrats’ use of cost-benefit analysis," Working papers in Transport Economics 2017:5, CTS - Centre for Transport Studies Stockholm (KTH and VTI).
    15. Ojelanki Ngwenyama & Frantz Rowe & Stefan Klein & Helle Zinner Henriksen, 2024. "The Open Prison of the Big Data Revolution: False Consciousness, Faustian Bargains, and Digital Entrapment," Information Systems Research, INFORMS, vol. 35(4), pages 2030-2058, December.
    16. Tan Yigitcanlar, 2021. "Greening the Artificial Intelligence for a Sustainable Planet: An Editorial Commentary," Sustainability, MDPI, vol. 13(24), pages 1-9, December.
    17. Zhenyu Wang, 2025. "Generative AI‐Making and State‐Making: Sovereign AI Race and the Future of Digital Geopolitics," Politics and Governance, Cogitatio Press, vol. 13.
    18. Jian Liu & Liping Shen & Weihua Huang, 2025. "Navigating Copyright Risk and Governance Challenges in Artificial Intelligence Development: A Case Study From China," Journal of International Development, John Wiley & Sons, Ltd., vol. 37(5), pages 1168-1193, July.
    19. Plantinga, Paul & Shilongo, Kristophina & Mudongo, Oarabile & Umubyeyi, Angelique & Gastrow, Michael & Razzano, Gabriella, 2023. "Responsible artificial intelligence in Africa: Towards policy learning," SocArXiv jyhae, Center for Open Science.
    20. Esmat Zaidan & Imad Antoine Ibrahim, 2024. "AI Governance in a Complex and Rapidly Changing Regulatory Landscape: A Global Perspective," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-18, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:glopol:v:15:y:2024:i:1:p:204-217. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/lsepsuk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.