Evaluations of Financial Performance Indicators Based on Factor Analysis in Automotive

汽车工业 依赖关系(UML) 绩效指标 四分位数 工作(物理) 营销 欧洲联盟 维数之咒 计算机科学 业务 产业组织 统计 工程类 数学 人工智能 机械工程 经济政策 置信区间 航空航天工程
作者
Jana Hornungová,František Milichovský
出处
期刊:Periodica Polytechnica Social and Management Sciences [Periodica Polytechnica, Budapest University of Technology and Economics]
卷期号:27 (1): 26-36 被引量:2
标识
DOI:10.3311/ppso.11328
摘要

The automotive industry is one of the most significant contributors to the economy of the European Union. This industry employs the largest number highly skilled labors and is a key driver of Europe’s innovation and knowledge so it is an interesting area for research work. Data from 422 subjects in four parts of Europe (include twenty-five countries) have been analyzed. Authors used the factor analysis to eliminate information duplication and reduce dimensionality. At the same time, Pearson’s chi-square test was used to find possible dependencies between observed factors and company size and region of the company. The research brings the conclusion that an alternative hypothesis is applied – all four defined connection between observed indexes and corporate size and region reach accurate values and there is confirmed dependency between them. At the end of the paper, the corresponding map was constructed for graphical representation of both row and column categories and variables. Western companies are at the top of the performance level. Vice versa, southern companies incline to the first quartile, what means they are not focused on performance measurement. The research is focused on the area of performance in the automotive industry in Europe region during last five years. The main aim of this paper is to find key indicators in grouped factors in the field of financial performance of automotive companies because performance is a crucial issue for all individuals and organizations.
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