Çinicioğlu, Esma Nur and Ulusoy, Gündüz and Önsel, Şule and Ülengin, Füsun and Ülengin, Burç (2013) The basic competitiveness factors shaping the innovation performance of countries. In: International IIE (Institute of Industrial Engineers) Conference (IIE 2013): The Global Reach of Industrial Engineering, Istanbul, Turkey
PDF
IIE2013-Cinicioglu-Ulusoy-Onsel-Ulengin.pdf
Download (622kB)
IIE2013-Cinicioglu-Ulusoy-Onsel-Ulengin.pdf
Download (622kB)
Abstract
The goal of this research is to use Bayesian Networks to discover the relations among the components of competitiveness and the innovation level of countries.For this purpose, initially the competitiveness performance of 148 countries is analyzed using an integrated cluster analysis and factor analysis framework. This facilitates the basic areas where each cluster group demonstrates a good performance and those where they need improvements relative to the othergroups in order to increase their competition level. Subsequently; a Bayesian Network is constructed using WinMine software based on competitiveness indicators drawn from WEF pillars and sub-pillars. This analysis, in its turn,investigates whether the competitiveness stage to which a country belongs has an important impact on its innovation performance and highlights, which of the basic competitiveness variables has a significant impact in shaping its innovation level.
Item Type: | Papers in Conference Proceedings |
---|---|
Uncontrolled Keywords: | Competitiveness, Cluster analysis, Factor Analysis, Bayesian Network, Innovation |
Subjects: | T Technology > T Technology (General) > T055.4-60.8 Industrial engineering. Management engineering |
Divisions: | Sabancı Business School Faculty of Engineering and Natural Sciences > Academic programs > Industrial Engineering Sabancı Business School > Management and Strategy Faculty of Engineering and Natural Sciences |
Depositing User: | Gündüz Ulusoy |
Date Deposited: | 08 Nov 2014 21:12 |
Last Modified: | 26 Apr 2022 09:16 |
URI: | https://research.sabanciuniv.edu/id/eprint/25012 |