Public Administration Digitalization and Government Effectiveness in EU Countries

IF 1.6 Q3 PUBLIC ADMINISTRATION
Armenia Androniceanu, I. Georgescu
{"title":"Public Administration Digitalization and Government Effectiveness in EU Countries","authors":"Armenia Androniceanu, I. Georgescu","doi":"10.17573/cepar.2023.1.01","DOIUrl":null,"url":null,"abstract":"Purpose: This study continues the series of previous research carried out by the authors on the digital transformation in EU countries. It aims to identify and analyse the progress made by EU administrations in terms of digitization and effective governance in the period 2019–2021. Design/methodology/approach: Based on selected variables from Eurostat and the World Bank databases, the article provides insights into the dynamic changes that occurred in the EU in the period under consideration. The research employs Principal Component Analysis (PCA) and K-means clustering as the primary research methods to analyse the variations and correlations among 10 numerical variables selected from Eurostat and World Bank databases.  Findings and Practical Implications: The results obtained through PCA show the impact of digitalization on government effectiveness. A comprehensive analysis of government effectiveness has been conducted using PCA, which reveals that the first two principal components account for 77.05% of the initial variance. A K-means clustering with four clusters reveals that the most significant and noteworthy increase in digitalization and government effectiveness in the EU is achieved by the Nordic countries, which exhibit high levels of digitalization and government efficiency. Originality: In this ranking, clusters 2 and 3 comprise well-developed countries with a positive relation between governmental digitalization and efficiency, while cluster 4 consists of emerging countries where the correlation between digitization and governmental efficiency is low or very low, which is primarily attributed to the limited degree of digitization within government institutions.","PeriodicalId":53802,"journal":{"name":"Central European Public Administration Review","volume":"1 1","pages":""},"PeriodicalIF":1.6000,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Central European Public Administration Review","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.17573/cepar.2023.1.01","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"PUBLIC ADMINISTRATION","Score":null,"Total":0}
引用次数: 1

Abstract

Purpose: This study continues the series of previous research carried out by the authors on the digital transformation in EU countries. It aims to identify and analyse the progress made by EU administrations in terms of digitization and effective governance in the period 2019–2021. Design/methodology/approach: Based on selected variables from Eurostat and the World Bank databases, the article provides insights into the dynamic changes that occurred in the EU in the period under consideration. The research employs Principal Component Analysis (PCA) and K-means clustering as the primary research methods to analyse the variations and correlations among 10 numerical variables selected from Eurostat and World Bank databases.  Findings and Practical Implications: The results obtained through PCA show the impact of digitalization on government effectiveness. A comprehensive analysis of government effectiveness has been conducted using PCA, which reveals that the first two principal components account for 77.05% of the initial variance. A K-means clustering with four clusters reveals that the most significant and noteworthy increase in digitalization and government effectiveness in the EU is achieved by the Nordic countries, which exhibit high levels of digitalization and government efficiency. Originality: In this ranking, clusters 2 and 3 comprise well-developed countries with a positive relation between governmental digitalization and efficiency, while cluster 4 consists of emerging countries where the correlation between digitization and governmental efficiency is low or very low, which is primarily attributed to the limited degree of digitization within government institutions.
欧盟国家公共行政数字化与政府效能
目的:本研究延续了作者此前对欧盟国家数字化转型的一系列研究。它旨在确定和分析2019-2021年期间欧盟政府在数字化和有效治理方面取得的进展。设计/方法/方法:本文根据欧盟统计局和世界银行数据库中选定的变量,深入了解了欧盟在审议期间发生的动态变化。本研究采用主成分分析(PCA)和K-means聚类作为主要研究方法,分析了从欧盟统计局和世界银行数据库中选择的10个数字变量之间的变化和相关性。研究结果和实际意义:通过PCA获得的结果显示了数字化对政府有效性的影响。使用主成分分析法对政府有效性进行了综合分析,结果表明前两个主成分占初始方差的77.05%。四个集群的K-means聚类显示,欧盟数字化和政府效率的最显著和值得注意的增长是北欧国家,它们表现出高水平的数字化和政府效能。独创性:在该排名中,第2和第3组由政府数字化与效率呈正相关的发达国家组成,而第4组由数字化与政府效率相关性较低或极低的新兴国家组成,这主要归因于政府机构内数字化程度有限。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
2.10
自引率
28.60%
发文量
7
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信