全球竞争力指数4.0方法的变化:竞争力基准的改进方法

IF 4.4 1区 管理学 Q2 BUSINESS
M. Olczyk, M. Kuc-Czarnecka, Andrea Saltelli
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引用次数: 7

摘要

世界经济论坛(WEF)制定的全球竞争力指数(GCI)是衡量一个国家竞争力的标准。然而,在文献中,GCI被指责有许多方法上的缺陷。因此,在2018年,世界经济论坛对研究方法进行了重大调整。本研究旨在检验GCI结构的方法修改是否增加了其捕捉经济体真正竞争力的能力。此外,研究还考虑了GCI中各个元素权重的选择是否最优或可以改进。通过采用基于敏感性的分析,我们发现方法的变化导致边际重要性的支柱减少。以2017年GCI为例,有四个支柱,而在GCI 4.0中,只有两个支柱:产品市场和劳动力市场。此外,我们发现世界经济论坛的权重并不能反映变量的测量重要性。在优化过程中,许多变量(主要是基于意见的指标)对GCI方差的解释不显著,可以在不影响指数值的情况下从诊断变量集中剔除。例如,在GCI 4.0的情况下,103个变量中的35个可以被消除。通过权重优化和减少诊断变量得到的新排名与原来的排名有很强的正相关关系。本研究从理论角度(指出GCI中最重要的指标)和实践角度(减少获取冗余数据的成本和时间)为文献做出了贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Changes in the Global Competitiveness Index 4.0 Methodology: The Improved Approach of Competitiveness Benchmarking
The Global Competitiveness Index (GCI) developed by the World Economic Forum (WEF) is used as a standard for measuring a country’s competitiveness. However, in literature, the GCI has been accused of numerous methodological flaws. Consequently, in 2018, the WEF introduced significant methodological changes. This study aims to examine whether the methodological modifications in the GCI’s structure increase its ability to capture the real competitiveness of economies. In addition, the study considers whether the selection of weights of individual elements included in the GCI is optimal or could be improved. By employing a sensitivity-based analysis, we find that the change in methodology resulted in fewer pillars of marginal importance. In the case of the GCI 2017, there were four pillars, whereas in that of the GCI 4.0, there were only two pillars: product market and labor market. Furthermore, we reveal that the WEF weights do not reflect the measured importance of the variables. In the optimization process, numerous variables (primarily opinion-based indicators) were insignificant in explaining the GCI variance and could be eliminated from the set of diagnostic variables without affecting the index’s value. For instance, in the case of the GCI 4.0, 35 out of 103 variables could be eliminated. The new rankings obtained by weight optimization and reduction of the diagnostic variables demonstrated a strong positive correlation with the original rankings. This research contributes to the literature from both a theoretical perspective (indicating the most vital indicators in the GCI) and a practical standpoint (reducing the costs and time of obtaining redundant data).
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来源期刊
CiteScore
11.30
自引率
2.70%
发文量
33
审稿时长
12 weeks
期刊介绍: The Journal of Competitiveness, a scientific periodical published by the Faculty of Management and Economics of Tomas Bata University in Zlín in collaboration with publishing partners, presents the findings of basic and applied economic research conducted by both domestic and international scholars in the English language. Focusing on economics, finance, and management, the Journal of Competitiveness is dedicated to publishing original scientific articles. Published four times a year in both print and electronic formats, the journal follows a rigorous peer-review process with each contribution reviewed by two independent reviewers. Only scientific articles are considered for publication, while other types of papers such as informative articles, editorial materials, corrections, abstracts, or résumés are not included.
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