用主成分分析法确定影响欧盟国家生活质量的因素

IF 1.2 Q3 GEOGRAPHY
M. Ivanova, Radoslav Klamár, Erika Fecková-Škrabuľáková
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引用次数: 2

摘要

在本文中,我们评估了欧盟国家的生活质量。介绍性数据库由19个变量组成,我们认为,这些变量恰当地反映了人类生活的许多领域。该数据的参考日期取自欧盟统计局的数据库,为2021年4月10日。我们在本文中使用的主成分分析在多元统计条件下并不少见,但在评估生活质量时,使用的并不多。许多研究这一课题的作者在分析数据时采用传统的问卷调查和基于点的方法。我们的目标是证明主成分分析可以用于评估生活质量,特别是如果有必要评估大量变量并选择影响最大的因素。除了主要目标——确定对欧盟国家生活质量影响最大的因素之外,我们还根据特定的主要因素对各国进行了比较,并寻找导致它们之间差异的原因。生活质量也反映在应答者对幸福的主观感知上。我们关心的是,评估的数据是否表明幸福感随着经济的繁荣而增加,或者在某个阶段不依赖于经济的繁荣。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification of factors influencing the quality of life in European Union countries evaluated by Principal Component Analysis
In the paper we evaluate the quality of life in European Union countries. The introductory database is made up of 19 variables which, in our view, appropriately capture numerous spheres of human life. The reference date for this data, taken from the Eurostat database is April 10, 2021. The Principal Component Analysis that we have used in this paper is not rare in the conditions of multivariate statistics, however, when evaluating the quality of life, it is not much used. Many authors dealing with the topic take advantage of the traditional questionnaire survey and the points-based approach when analysing data. Our objective was to demonstrate that the Principal Component Analysis can be used in evaluating quality of life, especially if it is necessary to evaluate a significant number of variables and select factors with the highest impact. Apart from the main objective-the identification of factors most impacting the quality of life in European Union countries, we also focused on the comparison of countries as per particular main factors and searched for what caused differences between them. Quality of life is also reflected in the subjective perception of responders' happiness. We were concerned to know whether the evaluated data would indicate that the feeling of happiness increases along with prosperity , or does not depend on growing prosperity at a certain stage.
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来源期刊
CiteScore
2.80
自引率
11.10%
发文量
8
审稿时长
4 weeks
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