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Taxonomic Analysis of Voivodships Development in Terms of ICT Usage in Enterprises

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  • Kaczmarczyk Paweł

    (The State University of Applied Sciences in Płock, Faculty of Economics and Information Technology, Department of Economics, Gałczyńskiego 28, 09-400Płock, Poland)

Abstract

The aim of this paper is to analyse the development of voivodships in terms of ICT usage in enterprises by means of taxonomic methods. The theoretical part of the paper has been devoted to the role of modern information and communication technologies in post-industrial enterprises, in particular to the meaning of these technologies for new management concepts (e-business, online marketing, CRM, network management, X-engineering). The research methodology has been carried out, with special attention being paid to the agglomerative clustering method and optimization clustering method.The empirical part of the paper presents a taxonomic analysis of voivodships with respect to the employment of ICT in enterprises. Data from the years 2014–2015, published by the Central Statistical Office of Poland, have been used. Seventeen potential diagnostic variables have been identified. In the end, variables with the highest discriminative possibilities were selected. The rankings of the voivodships were thus created. Then, voivodships were clustered by means of Ward’s method and the k-means method. The obtained results were evaluated regarding their conformity.

Suggested Citation

  • Kaczmarczyk Paweł, 2017. "Taxonomic Analysis of Voivodships Development in Terms of ICT Usage in Enterprises," Folia Oeconomica Stetinensia, Sciendo, vol. 17(2), pages 83-96, December.
    • Handle: RePEc:vrs:foeste:v:17:y:2017:i:2:p:83-96:n:6
    DOI: 10.1515/foli-2017-0020
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    References listed on IDEAS

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    1. Child, John & Faulkner, David & Tallman, Stephen, 2005. "Cooperative Strategy: Managing Alliances, Networks, and Joint Ventures," OUP Catalogue, Oxford University Press, edition 2, number 9780199266258.
    2. Picot, Arnold & Wernick, Christian, 0. "The role of government in broadband access," Telecommunications Policy, Elsevier, vol. 31(10-11), pages 660-674, November.
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    More about this item

    Keywords

    ICT; new management concepts; voivodships; clustering methods;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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