Designing a core competency model for Iranian gas industry managers based on the results of EFQM by artificial intelligence method
Subject Areas :Ali reza Zamanian 1 , Majid Jahangirfard 2 * , Farshad Haj alian 3
1 -
2 - Azad University Firoozkooh
3 - faculty member
Keywords: Managerial competency model, Core competency, Clustering, Artificial intelligence, EFQM,
Abstract :
The success of organizations in achieving strategic goals is highly dependent on how the managers of that organization perform, and this success is more directly related to the selection and appointment of competent and knowledgeable managers at the top of the organizational pyramid. Competency-based management is a strong approach to developing and maintaining the organization's human capital in the long run, and competency models are a useful tool for identifying and developing the knowledge, skills and abilities needed by managers. In general, competency is a set of knowledge, skills, attitudes, abilities, interests and personality traits that enable employees to perform job-related activities effectively and perform job performance as expected or beyond expectations. Do." In accordance with the competencies defined in the evaluation center of the managers of the National Iranian Gas Company and according to the nature of trainable competencies, three categories of communication competencies, managerial and leadership competencies, cognitive and one category of untrained personality competencies have been defined. In this article, we have tried to achieve a set of core competencies in the field of competencies of gas industry managers, which has been achieved based on the performance of managers in organizational excellence. These core competencies are the beacon of the organization in achieving strategic goals and can be purposefully effective in the shortest time and with the least cost in the development process of the managers of the organization.
1) Armstrong, M. (2001). Zarqdzanie zasobami ludzkimi. Krakow: Oficyna Ekonomiczna. P.248.
2) Draganidis, F. and Mentzas, G. (2006). Competency based management: A review of systems and approaches. Information management & computer security, 14, 51-61.
3) Vathanophas, V. and Thai-ngam, J. (2007). Competency requirements for effective job performance in the Thai Public Sector. Contemporary Management Research, 3(1), 45-70.
4) Rodriguez, D., Patel, R., Bright, A., Gregory, D. and Gowing, M. K. (2002). Developing competency models to promote integrated human resource practices. Human Resource Management, 41(3), 309–324.
5) Faridahwati Mohd-Shamsudin, Nirachon Chuttipattana (2017). Determinants of managerial competencies for primary care managers in Southern Thailand. Journal of Health Organization and Management.
6) Ferris G. R., Rowland K. M., &Buckley R. M. (Ed.) (1990). Human Resources Management: Perspectives and Issue. In Juchnowicz, M., & Sienkiewicz, L. (2006).
7) Wyman J. F., Abdallah, L., Baker, N., Bell, C., Cartwright, J., Greenberg, S.A., Kim, J., Krichbaum, K., Mueller, C. A., Overcash, J., Skemp, L. and Van Son, C. R. (2019). Development of core competencies and a recognition program for gerontological nursing educators. Journal of Professional Nursing, 35(6), 452-460.
8) Brown, L., George, B., & Mehaffey-Kultgen, C. (2018). The development of a competency model and its implementation in a power utility cooperative: an action research study. Industrial and Commercial Training, 50(3), 123-135.
9) Muller-Frommeyer, L.C., Aymans, S. C., Bargmann, C., Kauffeld, S. and Herrmann, C. (2017). Introducing competency models as a tool for holistic competency development in learning factories: Challenges, example and future application. Procedia Manufacturing, 9, 307 – 314.
10) Huong Vu, G. T. (2017). A critical review of human resource competency model: evolvement in required competencies for human resource professionals. Journal of Economics, Business and Management, 5(12), 357-365.
11) Russo, D. (2016). Competency Measurement Model European Conference on Quality in Official Statistics, 31 May-3June 2016, Madrid.
12) Zuzana Skorková, (2016), Competency models in public sector, 3rd International Conference on New Challenges in Management and Organization: Organization and Leadership, 2 May 2016, Dubai, Procedia - Social and Behavioral Sciences 226 – 234, (Available online at www.sciencedirect.com, University of Economics in Bratislava, Dolnozemská cesta 1, Bratislava, Slovakia)
13) Blaskova, M., Blasko, R., Matuska, E. and Rosak-Szyrocka, J. (2015). Development of Key Competences of University Teachers and Managers. Procedia - Social and Behavioral Sciences, 182 (13), 187-196.
14) Brockmann M., Clarke L., Mehau Ph. & Winch, Ch. (2008). Competency Based Vocational Education and Training (VET): The Cases of England and France in a European Perspective. Vocations and Learning, 1(3). P. (227-244)
15) Dubois, D. D. & Rothwell, W.J. (2008). Zarzqdzanie zasobami ludzkimi oparte na kompetencjach. Gliwice: Wydawnictwo Helion.
16) Oleksyn, T. (2006). Zarqdzanie kompetencjami. Teoria i praktyka. Krakow: Oficyna Ekonomiczna.
17) Walkowiak, R. (2007). Zarzadzanie zasobami ludzkimi. Kompetencje, nowe trendy, efektywnosC. Torun: Dom Organizatora.
18) Klett, F. (2010). The Design of a Sustainable Competency-Based Human Resources Management: A Holistic Approach. Knowledge Management & E-Learning: An International journal, 2(3).
19) Pocztowski, A. & Mis, A. (2010). Modelowanie Kompetencji kierowniczych w aspekcie kreowania kapitalu ludzkiego w organizacji. In KoZuch, B. (Ed.).
20) Steward, G. L. & Brown, K.G. (2009). Human Resource Management. Linking Strategy to Practice, USA: John Wiley & Sons Inc.
21) Podmetina, D., Soderquist, K., Petraite, M. and Teplov, R. (2018). Developing a competency model for open innovation: From the individual to the organizational level. Management Decision, 56(6), 1306-1335.
22) Sienkiewicz L., Competency-based Human Resources Management, translated by Pourkarimi J., 1st ed. Jahad Daneshgahi, (2018), 32-35.
23) Mirabile, R.J. (1997). Everything You Wanted to Know about Competency Modeling. Training & Development, 51(8):79.
24) Cooper S., Lawrence E. & Kierstead J. et al. (1998). Competencies – A Brief Overview of Development and Application to Public and Private Sectors. Ottawa: Public Service Commission of Canada.
25) C Shum, A Gatling, S Shoemaker (2018), A model of hospitality leadership competency for frontline and director-level managers: Which competencies matter more? International Journal of Hospitality Management 74, 57-66.
26) Gholipor R., Seyedjavadin R. & Ruzbahan M., (2019). Designing competency model for university administrators based on the Islamic University document, Quarterly Journal of Resource Management in Police., 22, 1-35.
27) Persad, G., Wertheimer, A. & Emanuel, E.J., Principles for allocation of scarce medical interventions. Journal: The Lancet, 2009. 373(9661): p. 423-431.
28) Piatetsky-Shapiro, G. (2017). New Leader, Trends, and Surprises in Analytics, Data Science, Machine Learning Software Poll. Retrieved from https://www.kdnuggets.com/2017/05/poll-analytics-data-science-machine-learning-software-leaders.html
29) Zamanian, A., Jahangirfard, M., & Hajalian, F., (2022). " Clustering Iranian Gas Industry Managers and Ranking Their Competencies via the EFQM Excellence Model-based Evaluation with an Artificial Intelligence Approach". Quarterly Journal of Training & Development of Human Resources, 8(31), 51-80.
30) Khoshouei, M., Oreyzi, H., & Jahanbazi, A. (2018). Validation of Managers’ Promotional Assessment Center in Isfahan Gas Company. Knowledge & Research in Applied Psychology, 19(3), 34-49.
31) Carlo, V. (2009). Business intelligence: data mining and optimization for decision making. John Wiley and Sons.
32) Huang, Z. (1998). Extensions to the k-means algorithm for clustering large data sets with categorical values. Data mining and knowledge discovery, 2(3), 283-304.
33) W. M. Rand (1971). "Objective criteria for the evaluation of clustering methods". Journal of the American Statistical Association. American Statistical Association. 66 (336): 846–850.
34) Alexander J Gates and Yong-Yeol Ahn (2017). "The Impact of Random Models on Clustering Similarity". Journal of Machine Learning Research. 18: 1–28.
35) Alvani M., Public Management, Nashre Ney Publication, 2017. Page:495.