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Intelligent competency mapping for improving knowledge management in consulting firms

Published online by Cambridge University Press:  16 May 2024

MohammadReza Mirafzal ,
Sabrine Fhal ,
Piyush Wadhera  and
Julie Stal-Le Cardinal
MohammadReza Mirafzal*
Affiliation:
CentraleSupélec, France Sibylone, France
Sabrine Fhal
Affiliation:
CentraleSupélec, France
Piyush Wadhera
Affiliation:
Sibylone, France
Julie Stal-Le Cardinal
Affiliation:
CentraleSupélec, France
*
mohammadreza.mirafzal@centralesupelec.fr

Abstract

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This study explores the application of competency mapping models, incorporating in knowledge management for consulting firms. It evaluates 15 different models, focusing on their suitability for consulting contexts based on data collection, advantages, risks, and limitations. The findings indicate that AI and ML-enhanced competency mapping models are particularly more effective in consulting firms. Finally, the article proposes three key applications of these models for improving knowledge management in consulting firms via empowering communities and collaboration.

Keywords

knowledge managementdata-driven designcompetency mappingconsulting firms
Type
Design Information and Knowledge
Information
Proceedings of the Design Society , Volume 4: DESIGN 2024 , May 2024 , pp. 433 - 442
Creative Commons
Creative Common License - CCCreative Common License - BYCreative Common License - NCCreative Common License - ND
This is an Open Access article, distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is unaltered and is properly cited. The written permission of Cambridge University Press must be obtained for commercial re-use or in order to create a derivative work.
Copyright
The Author(s), 2024.

References

Alavi, M. and Alavi, M. (1997), KPMG Peat Marwick US: One Giant Brain, Harvard Business School Pub.Google Scholar
Alavi, M. and Leidner, D.E. (2001), “Knowledge management and knowledge management systems: Conceptual foundations and research issues”, MIS Quarterly, JSTOR, pp. 107–136.CrossRefGoogle Scholar
Alghanemi, J. and Al Mubarak, M. (2022), “The Role of Artificial Intelligence in Knowledge Management”, in Hamdan, A., Harraf, A., Arora, P., Alareeni, B. and Khamis Hamdan, R. (Eds.), Future of Organizations and Work After the 4th Industrial Revolution: The Role of Artificial Intelligence, Big Data, Automation, and Robotics, Springer International Publishing, Cham, pp. 359–373, https://dx.doi.org/10.1007/978-3-030-99000-8_20.CrossRefGoogle Scholar
Bernabé-Moreno, J., Tejeda-Lorente, Á., Herce-Zelaya, J., Porcel, C. and Herrera-Viedma, E. (2019), “An automatic skills standardization method based on subject expert knowledge extraction and semantic matching”, Procedia Computer Science, Elsevier, Vol. 162, pp. 857–864.CrossRefGoogle Scholar
Boumane, A., Talbi, A., Tahon, C. and Bouami, D. (2006), “Contribution à la modélisation de la compétence”, MOSIM Conference.Google Scholar
Chouhan, V.S. and Srivastava, S. (2014), “Understanding competencies and competency modeling―A literature survey”, IOSR Journal of Business and Management, Vol. 16 No. 1, pp. 14–22.CrossRefGoogle Scholar
Davenport, T. and Prusak, L. (1998), Working Knowledge: How Organizations Manage What They Know, Ubiquity, Vol. 1, https://dx.doi.org/10.1145/348772.348775.CrossRefGoogle Scholar
Dutta, S. and Sreenidhi, S. (2017), “Hope-holistic & objective psychometric effectiveness in competency mapping”, International Journal of Human Resource Management and Research, Vol. 7 No. 1, pp. 11–28.Google Scholar
Fareri, S., Melluso, N., Chiarello, F. and Fantoni, G. (2021), “SkillNER: Mining and mapping soft skills from any text”, Expert Systems with Applications, Vol. 184, p. 115544, https://dx.doi.org/10.1016/j.eswa.2021.115544.CrossRefGoogle Scholar
Gruber, T. (2005), “Automated Knowledge Acquisition for Strategic Knowledge”, Machine Learning, https://dx.doi.org/10.1023/A:1022654722798.CrossRefGoogle Scholar
Hammouch, H., Hein, A.M. and Condat, H. (2021), “A conceptual model for organizational competences”, Proceedings of the Design Society, Cambridge University Press, Vol. 1, pp. 41–50.Google Scholar
Hecklau, F., Galeitzke, M., Flachs, S. and Kohl, H. (2016), “Holistic approach for human resource management in Industry 4.0”, Procedia Cirp, Elsevier, Vol. 54, pp. 1–6.CrossRefGoogle Scholar
Jiang, Q. and Gu, P. (2021), “Construction of the Competency Model of the Chief Quality Officer—Based on the Iceberg Model”, 2021 2nd International Conference on Computer Science and Management Technology (ICCSMT), IEEE, pp. 210–215.CrossRefGoogle Scholar
Kansal, J., Jain, N., Satyawali, P.K. and Ganju, A. (2012), “Competency mapping in knowledge based organizations”, International Journal of Management (IJM), Vol. 3 No. 2, pp. 279–290.Google Scholar
Kim, S., Suh, E. and Hwang, H. (2003), “Building the knowledge map: an industrial case study”, Journal of Knowledge Management, MCB UP Ltd, Vol. 7 No. 2, pp. 34–45.Google Scholar
Kipper, L.M., Iepsen, S., Dal Forno, A.J., Frozza, R., Furstenau, L., Agnes, J. and Cossul, D. (2021), “Scientific mapping to identify competencies required by industry 4.0”, Technology in Society, Elsevier, Vol. 64, p. 101454.CrossRefGoogle Scholar
Lam, W. (2005), “Successful knowledge management requires a knowledge culture: a case study”, Knowledge Management Research & Practice, Vol. 3 No. 4, pp. 206–217, https://dx.doi.org/10.1057/palgrave.kmrp.8500068.CrossRefGoogle Scholar
Lustri, D., Miura, I. and Takahashi, S. (2007), “Knowledge management model: practical application for competency development”, The Learning Organization, Emerald Group Publishing limited, Vol. 14 No. 2, pp. 186–202.Google Scholar
Lutters, W.G., Ackerman, M.S., Boster, J. and McDonald, D.W. (2000), “Mapping knowledge networks in organizations: creating a knowledge mapping instrument”.Google Scholar
Mas-Machuca, M. and Martínez Costa, C. (2012), “Exploring critical success factors of knowledge management projects in the consulting sector”, Total Quality Management & Business Excellence, Routledge, Vol. 23 No. 11–12, pp. 1297–1313, https://dx.doi.org/10.1080/14783363.2011.637778.Google Scholar
McClelland, D.C. (1973), “Testing for competence rather than for" intelligence."”, American Psychologist, American Psychological Association, Vol. 28 No. 1, p. 1.CrossRefGoogle Scholar
Mirafzal, M., Wadhera, P. and Cardinal, J.S.-L. (2023), “AN EXPLORATION OF KNOWLEDGE MANAGEMENT ACTIVITIES IN MULTIDISCIPLINARY SERVICE DESIGN ORGANIZATIONS”, Proceedings of the Design Society, Vol. 3, pp. 525–534, https://dx.doi.org/10.1017/pds.2023.53.CrossRefGoogle Scholar
Mirafzal, M., Wadhera, P. and Stal-Le Cardinal, J. (2022), “Knowledge management in consulting firms: a proposed model for designers”, presented at the Complex Systems Design & Management, CSDM.Google Scholar
Nonaka, I. and Takeuchi, H. (1995), The Knowledge-Creating Company: How Japanese Companies Create the Dynamics of Innovation - Book - Faculty & Research - Harvard Business School, Oxford University Press, New York.CrossRefGoogle Scholar
Sarvary, M. (1999), “Knowledge Management and Competition in the Consulting Industry”, California Management Review, SAGE Publications Inc, Vol. 41 No. 2, pp. 95–107, https://dx.doi.org/10.2307/41165988.Google Scholar
Shiohira, K. (2021), “Understanding the Impact of Artificial Intelligence on Skills Development. Education 2030.”, UNESCO-UNEVOC International Centre for Technical and Vocational Education and Training, ERIC.Google Scholar
Smaldone, F., Ippolito, A., Lagger, J. and Pellicano, M. (2022), “Employability skills: Profiling data scientists in the digital labour market”, European Management Journal, Elsevier, Vol. 40 No. 5, pp. 671–684.Google Scholar
Soliman, F. and Spooner, K. (2000), “Strategies for implementing knowledge management: role of human resources management”, Journal of Knowledge Management, MCB UP Ltd, Vol. 4 No. 4, pp. 337–345, https://dx.doi.org/10.1108/13673270010379894.Google Scholar
Wu, J.-W., Tseng, J.C., Yu, W.-D., Yang, J.-B., Lee, S.-M. and Tsai, W.-N. (2012), “An integrated proactive knowledge management model for enhancing engineering services”, Automation in Construction, Elsevier, Vol. 24, pp. 81–88.CrossRefGoogle Scholar
Yuvaraj, R. (2011), “Competency mapping”, International Journal of Scientific & Engineering Research, Vol. 2 No. 8, pp. 1–7.Google Scholar