Repenser les compétences à l’ère de l’intelligence numérique
DOI :
https://doi.org/10.1522/radm.no9.2041Mots-clés :
Compétences du 21e siècle, référentiels de compétences, prolifération conceptuelle, cadres normatifs, chevauchement sémantiqueRésumé
À l’ère de l’intelligence numérique, les compétences dites « du 21ᵉ siècle » occupent une place croissante dans les politiques éducatives, les pratiques organisationnelles et les référentiels de formation. Cette montée en importance s’est accompagnée d’une prolifération des cadres conceptuels, nationaux et sectoriels, qui a généré une fragmentation sémantique nuisant à la cohérence, la comparabilité et l’opérationnalisation des compétences sur le marché du travail. Cet article propose une analyse critique de cette dynamique, en examinant l’évolution des définitions de la compétence, la multiplication des cadres et référentiels, ainsi que les conséquences pratiques de cette dispersion. À partir d’une revue de littérature et l’analyse de données issues de différents cadres de compétences, l’article identifie trois phénomènes principaux : la redondance des compétences entre cadres, leur chevauchement sémantique et la diversité des référentiels selon les contextes géographiques et institutionnels. L’article propose trois pistes de solutions : regrouper les compétences en méta-catégories cohérentes, harmoniser les cadres existants par l’élaboration de taxonomies partagées, et standardiser les compétences numériques et en intelligence artificielle à travers des outils adaptatifs intégrant les technologies émergentes. L’objectif est de construire des référentiels plus intégratifs, capables de concilier à la fois la robustesse conceptuelle et la flexibilité contextuelle des compétences, pour mieux répondre aux exigences d’un monde du travail en constante mutation.
Références
Ananiadou, K., & Claro, M. (2009). 21st century skills and competences for new millennium learners in OECD Countries. (OECD Education Working Papers, No. 41). OECD Publishing. https://doi.org/10.1787/218525261154
Bakay, M. E. (2022). 21st century skills for higher education students in EU countries : Perception of academicians and HR managers. International Education Studies, 15(2), 14-24. https://doi.org/10.5539/ies.v15n2p14
Barrett, G. V., & Depinet, R. L. (1991). A reconsideration of testing for competence rather than for intelligence. American Psychologist, 46(10), 1012-1024. https://doi.org/10.1037/0003-066X.46.10.1012
Brasse, J., Förster, M., Hühn, P., Klier, J., Klier, M., & Moestue, L. (2023). Preparing for the future of work : A novel data-driven approach for the identification of future skills. Journal of Business Economics, 94(3), 467-500. https://doi.org/10.1007/s11573-023-01169-1
Campion, M. A., Fink, A. A., Ruggeberg, B. J., Carr, L., Phillips, G. M., & Odman, R. B. (2011). Doing competencies well : Best practices in competency modeling. Personnel psychology, 64(1), 225-262.
Care, E., Griffin, P., & Wilson, M. (Eds.). (2018). Assessment and teaching of 21st century skills : Research and applications. Springer International Publishing. https://doi.org/10.1007/978-3-319-65368-6
Centre de leadership et de développement des compétences. (2022). Référentiel de compétences du gestionnaire-leader de la fonction publique québécoise. Gouvernement du Québec.
Cinque, M. (2016). “Lost in translation”. Soft skills development in European countries. Tuning Journal for Higher Education, 3(2). https://doi.org/10.18543/tjhe-3(2)-2016pp389-427
Commission des partenaires du marché du travail. (2021). Se préparer à un marché du travail en transformation : Référentiel québécois des compétences du futur. Gouvernement du Québec. https://www.cpmt.gouv.qc.ca/fileadmin/fichiers_cpmt/Publications/RA_referentiel_CPMT.pdf
Crahay, M. (2006). Dangers, incertitudes et incomplétude de la logique de la compétence en éducation. Revue française de pédagogie, 154, 97-110. https://doi.org/10.4000/rfp.143
Csapó, B., & Funke, J. (2017). The nature of problem solving : Using research to inspire 21st century learning. Educational Research and Innovation, OECD Publishing. https://doi.org/10.1787/9789264273955-en
Cukier, W., Saiphoo, A., Parkin, A., Mo, G., & Man, C. (2024). Artificial intelligence at work : The shifting landscape of future skills and the future of work : insights from the survey of employment and skills. Future Skills Centre. https://fsc-ccf.ca/wp-content/uploads/2024/11/ai_in_the_workplace.pdf
De Fruyt, F., Wille, B., & John, O. P. (2015). Employability in the 21st century : Complex (interactive) problem solving and other essential skills. Industrial and Organizational Psychology, 8(2), 276-281. https://doi.org/10.1017/iop.2015.33
Dewey, J. (1910). How we think. D C Heath. https://doi.org/10.1037/10903-000
Elson, M., Hussey, I., Alsalti, T., & Arslan, R. C. (2023). Psychological measures aren't toothbrushes. Communications Psychology, 2(1), 25. https://doi.org/10.1038/s44271-023-00026-9
Ercikan, K., & Oliveri, M. E. (2016). In search of validity evidence in support of the interpretation and use of assessments of complex constructs : Discussion of research on assessing 21st century skills. Applied Measurement in Education, 29(4), 310-318. https://doi.org/10.1080/08957347.2016.1209210
Falloon, G. (2020). From digital literacy to digital competence : The teacher digital competency (TDC) framework. Educational Technology Research and Development, 68(5), 2449 2472. https://doi.org/10.1007/s11423-020-09767-4
Frayssinhes, J. (2019). Compétence, expérience, connaissances et savoirs transférables : étude comparatiste à visée transdisciplinaire. Éducation Permanente, 218(1), 43 54. https://doi.org/10.3917/edpe.218.0043
Geisinger, K. F. (2016). 21st century skills : What are they and how do we assess them? Applied Measurement in Education, 29(4), 245-249. https://doi.org/10.1080/08957347.2016.1209207
Hanfstingl, B., Oberleiter, S., Pietschnig, J., Tran, U. S., & Voracek, M. (2024). Detecting jingle and jangle fallacies by identifying consistencies and variabilities in study specifications – A call for research. Frontiers in Psychology, 15. https://doi.org/10.3389/fpsyg.2024.1404060
Hiebl, M. R. W. (2023). Sample Selection in Systematic Literature Reviews of Management Research. Organizational Research Methods, 26(2), 229–261. https://doi.org/10.1177/1094428120986851
Hodson, G. (2021). Construct jangle or construct mangle? Thinking straight about (nonredundant) psychological constructs. Journal of Theoretical Social Psychology, 5(4), 576-590. https://doi.org/10.1002/jts5.120
Hoffmann, T. (1999). The meanings of competency. Journal of European Industrial Training, 23(6), 275–286. https://doi.org/10.1108/03090599910284650
Igielski, M. (2020). Manager’s competence model in the face of new economic challenges – research report. Management, 24(1), 114 129. https://doi.org/10.2478/manment-2019-0038
Iliescu, D., Greiff, S., Ziegler, M., Nye, C., Geisinger, K., Sellbom, M., & Saklofske, D. (2024). Proliferation of measures contributes to advancing psychological science. Communications Psychology, 2, article 19, 1-3. https://doi.org/10.1038/s44271-024-00065-w
Jędrzejczyk, W. (2022). Needs of competency in industrial enterprises in industry 4.0 development perspective. In Industry 4.0 : A global perspective, (pp. 172 185). Routledge. https://doi.org/10.4324/9781003186373-12
Johnson, K. (2015). Behavioral education in the 21st century. Journal of Organizational Behavior Management, 35(1-2), 135-150. https://doi.org/10.1080/01608061.2015.1036152
Koehorst, M. M., van Deursen, A. J., van Dijk, J. A., & de Haan, J. (2021). A systematic literature review of organizational factors influencing 21st-century skills. SAGE Open, 11(4), 1-16. https://doi.org/10.1177/21582440211067251
Kosała, M., Jelonek, M., & Gorzelany-Dziadkowiec, M. (2023). Developing competencies for the future. In S. Mazur (Ed.), Industrial revolution 4.0 : Economic foundations and practical implications, (pp. 7–27). Routledge. https://doi.org/10.4324/9781003264170-2
Lacasse, M., & Héon, L. (2024). Référentiels de compétences professionnelles de directions d'établissement d'enseignement et technologies numériques : une analyse documentaire, structurale et sémantique. Canadian Journal of Educational Administration and Policy, 204, 127-156. https://doi.org/10.7202/1111529ar
Lucas, B. (2019). Why we need to stop talking about twenty-first century skills. (Seminar Series Paper No. 283). Centre for Strategic Education. https://www.researchgate.net/publication/332864663
Mahmud, M. M., & Wong, S. F. (2022). Stakeholder’s perspectives of the twenty-first century skills. Frontiers in Education, 7. https://doi.org/10.3389/feduc.2022.931488
McClelland, D.C. (1973). Testing for Competence Rather Than for “Intelligence.” American Psychologist, 28(1), 1–14. https://doi.org/10.1037/H0034092
McKinsey Global Institute. (2024). The state of AI in 2024 : Adoption, impact and regulation. McKinsey & Company.
Ministère de la Main-d'œuvre de Singapour. (2023). Skills Future Framework Impact Assessment 2018-2023. Gouvernement de Singapour.
Mulder, M., Weigel, T., & Collins, K. (2007). The concept of competence in the development of vocational education and training in selected EU member states : A critical analysis. Journal of Vocational Education & Training, 59(1), 67-88. https://doi.org/10.1080/13636820601145630
Negt, P., & Haunschild, A. (2025). Exploring the gap between research and practice in human resource management (HRM) : a scoping review and agenda for future research. Management Review Quaterly, 75, 837–879. https://doi.org/10.1007/s11301-023-00397-7
OCDE. (2021). AI and the future of skills, volume 1 : Capabilities and assessments. OECD Publishing. https://doi.org/10.1787/5ee71f34-en
Packwood, S., Hodgetts, H. M., & Tremblay, S. (2011). A multiperspective approach to the conceptualization of executive functions. Journal of Clinical and Experimental Neuropsychology, 33(4), 456-470. https://doi.org/10.1080/13803395.2010.533157
Partnership for 21st Century Learning. (2009). P21 Framework Definitions. https://eric.ed.gov/?id=ED519462
Proctor, R. W., & Dutta, A. (1995). Skill acquisition and human performance. Sage Publications Inc.
Rios, J. A., Ling, G., Pugh, R., Becker, D., & Bacall, A. (2020). Identifying critical 21st-century skills for workplace success : A content analysis of job advertisements. Educational Researcher, 49(2), 80-89. https://doi.org/10.3102/0013189X19890600
Romero, M., Usart, M., & Ott, M. (2015). Can serious games contribute to developing and sustaining 21st century skills? Games and Culture, 10(2), 148-177. https://doi.org/10.1177/1555412014548919
Shuck, B., Ghosh, R., Zigarmi, D., & Nimon, K. (2013). The jingle jangle of employee engagement : Further exploration of the emerging construct and implications for workplace learning and performance. Human Resource Development Review, 12(1), 11-35. https://doi.org/10.1177%2F1534484312463921
Smaldone, F., Ippolito, A., Lagger, J., & Pellicano, M. (2022). Employability skills : Profiling data scientists in the digital labour market. European Management Journal, 40(5), 671–684. https://doi.org/10.1016/j.emj.2022.05.005
Tardif, J. (2019). Organiser la formation dans une logique de parcours : L’ADN de l’approche par compétences. Administration & Éducation, N° 161(1), 49–54. https://doi.org/10.3917/admed.161.0049
Thornhill-Miller, B., Camarda, A., Mercier, M., Burkhardt, J. M., Morisseau, T., Bourgeois-Bougrine, S., Glăveanu, V. P., Botella, M., & Lubart, T. (2023). Creativity, critical thinking, communication and collaboration : Assessment, certification, and promotion of 21st century skills for the future of work and education. Journal of Intelligence, 11(3), article 54. https://doi.org/10.3390/jintelligence11030054
Tremblay, K., & Poellhuber, B. (2022). Cadres de référence des compétences numériques : analyse comparative et implications pour l'enseignement supérieur. Conseil Supérieur d'Éducation.
UNESCO. (2025). Global framework for AI competencies. United Nations Educational, Scientific and Cultural Organization. https://unesdoc.unesco.org/ark:/48223/pf0000392681
van Laar, E., van Deursen, A. J., van Dijk, J. A., & de Haan, J. (2017). The relation between 21st-century skills and digital skills : A systematic literature review. Computers in Human Behavior, 72, 577-588. https://doi.org/10.1016/j.chb.2017.03.010
van Laar, E., van Deursen, A. J., van Dijk, J. A., & de Haan, J. (2020). Determinants of 21st-century skills and 21st-century digital skills for workers : A systematic literature review. SAGE Open, 10(1). https://doi.org/10.1177/2158244019900176
Voogt, J., & Pareja Roblin, N. (2012). A comparative analysis of international frameworks for 21st century competences : Implications for national curriculum policies. Journal of Curriculum Studies, 44(3), 299 321. https://doi.org/10.1080/00220272.2012.668938
Vuorikari, R., Kluzer, S., & Punie, Y. (2022). DigComp 2.2, The digital competence framework for citizens : With new examples of knowledge, skills and attitudes, Publications Office of the European Union. https://data.europa.eu/doi/10.2760/115376
World Economic Forum. (2025). The future of jobs report 2025. https://www.weforum.org/reports/the-future-of-jobs-report-2025/
Ybarra, O. (2023). The skills that help employees adapt : Empirical validation of a four-category framework. PLoS ONE, 18(2), e0282074. https://doi.org/10.1371/journal.pone.0282074
Téléchargements
Publié-e
Numéro
Rubrique
Licence
© Gabrielle Teyssier-Roberge, Delphine de Hemptinne, Joël Gagnon, Sébastien Tremblay 2025

Cette œuvre est sous licence Creative Commons Attribution - Pas d'Utilisation Commerciale 4.0 International.