Abstract
Cluster analysis is a kind of multivariate statistical analysis method that processes the problem of quantitative classification research. It is designed to detect hidden groups or clusters in a set of objects which are described by numerical, linguistic or structural data. The concept of competency is introduced in China in the late 1990s. It gets much research achievements in the field of enterprise management. However, it is relatively less research of the governmental staff’s competency, the first literature about the research of the governmental staff’s competency was published in 2004. Through the method of cluster analysis, we get three hot spots of the governmental staff’s competency: the introduction of competency concept into the assessment of the governmental staff’s ability, the basic unit governmental staff’s competency research, and the governmental leader’s competency research, they are also the frontier areas of the research.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Bock HH (1996) Probabilistic models in cluster analysis. Comput Stat Data Anal 3(23):5–28
Bots JM, Groenland E, Swagerman DM (2009) An empirical test of Birkett’s competency model for management accountants: survey evidence from Dutch practitioners. J Account Educ 7(27):1–13
Budayan C, Dikmen I, Birgonul MT (2009) Comparing the performance of traditional cluster analysis, self-organizing maps and fuzzy c-means method for strategic grouping. Expert Syst Appl 27(36):11772–11781
Cao Ling, Yang Jing, Xia Yan (2010) Co-word clustered analysis of competitive intelligence dissertations in China. Info Sci 28(6):923–925+930
Chong E (2011) Managerial competencies and career advancement: a comparative study of managers in two countries. J Bus Res 4(8):9–17
Gelbard R, Carmeli A, Bittmann RM, Ronen S (2009) Cluster analysis using multi-algorithm voting in cross-cultural studies. Expert Syst Appl 34(36):10438–10446
Koengsfeld JP, Kim SH, Cha JM et al (2012) Developing a competency model for private club managers. Int J Hosp Manage 29(31):633–641
Li Changling, Zhang Xuemei (2008) Co-word clustered analysis of doctor information science dissertations in China. Info Sci 26(1):73–76
McLiden D (2012) Concept maps as network data: analysis of a concept map using the methods of social network analysis. Eval Program Plann 5(36):40–48
Mei Yingnie, Xin Juanzhou (2012) Study on library administrate decision using data mining. IJACT Int J Adv Comput Technol 4(8):165–172
Testa MR, Sipe L (2012) Service-leadership competencies for hospitality and tourism management. Int J Hosp Manage 26(31):648–658
Wang Lanfu, Yang Changming, Wang Jun (2012) Co-citation clustered analysis of management science and engineering PhD thesis. Commercial Times 8(17):121–123
Wei Li, Xiong Feili, Re Gente (2012) Cluster dynamic XML documents based on frequently changing structures. AISS Adv Info Sci Serv Sci 4(6):70–76
Wei Wenwu, Yu Tinglee (2007) Developing global managers’ competencies using the Fuzzy DEMATEL method. Expert Syst Appl 25(32):499–507
Wu Jingming, Wu Lin (2011) The hot spot and tendency of China’s higher education research in the last 10 years-based on the common word clustering analysis of the graduate degree thesis. China High Educ Res 14(9):20–24
Wu Zhiqiang (2011) Reading tendency based on the clustering analysis. Lib Info Serv 55(15):82–84,135
Xu Zhenliang, Guo Xiaochuan (2011) The analysis of research fronts of international technological innovation based on knowledge mapping—the angle of view of the network of author co-cited and cluster analysis. Stud Sci Sci 29(11):1625–1637
Zhang Li, Tian Lina (2011) Co-citation clustered analysis on subject literature of digital library. Info Sci 29(6):878–881
Zhang Yu, Guo Huiyu, Chen Jianqing (2011) Research on the status Quo of data mining in China–based on co-words analysis method. Info Sci 29(10):1589–1593
Zoogah DB, Peng MW (2011) What determines the performance of strategic alliance managers? Two lens studies. Asia Pac J Manage 11(28):483–508
Acknowledgment
Guangxi Natural Science Fund Project: Performance evaluation and control system research of strategic management (GUIKEZI0481045).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Ma, L., Du, Dy. (2013). A Cluster Analysis of the Research of Governmental Staff’s Competency. In: Qi, E., Shen, J., Dou, R. (eds) Proceedings of 20th International Conference on Industrial Engineering and Engineering Management. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40072-8_83
Download citation
DOI: https://doi.org/10.1007/978-3-642-40072-8_83
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-40071-1
Online ISBN: 978-3-642-40072-8
eBook Packages: Business and EconomicsBusiness and Management (R0)