使用验证性因子分析(CFA)作为改进数字政府评估的工具:以墨西哥国家门户网站排名为例

G. Cid, J. Ramon Gil-Garcia, D. E. Luna-Reyes, L. Luna-Reyes, Sergio Picazo-Vela, Rodrigo Sandoval-Almazán
{"title":"使用验证性因子分析(CFA)作为改进数字政府评估的工具:以墨西哥国家门户网站排名为例","authors":"G. Cid, J. Ramon Gil-Garcia, D. E. Luna-Reyes, L. Luna-Reyes, Sergio Picazo-Vela, Rodrigo Sandoval-Almazán","doi":"10.1145/3085228.3085290","DOIUrl":null,"url":null,"abstract":"There are different measurements and rankings in the literature that evaluate critical factors for a successful adoption of digital government. Each of these frameworks applies diverse variables and approaches to assessing digital government success. However, the nature of digital government success is complex and implies multiple dimensions that make it difficult to evaluate in practice. There is the need to build more robust approaches to improve these assessments to explore the multiple dimensions of digital government success. Some authors have proposed factor analysis techniques as a useful tool for this task. Using a well-known ranking of state government portals in Mexico during the period 2009-2015, this study conducted a confirmatory factor analysis to evaluate the dimensions of this instrument, which includes 132 items. This ranking could be considered a typical tool for measuring and assessing digital government, similar to the ones used in many countries and by some international organizations. The purpose of this study is to extend our understanding of the multiple dimensions of digital government success and to provide guidance for improving and refining existing techniques for measuring and assessing digital government. The results ratify most of the original dimensions, but allows reducing the number of questions and obtain more robust estimations. Based on the analysis, we provide a set of practical recommendations for improving measurement methodologies and for the assessment of digital government.","PeriodicalId":416111,"journal":{"name":"Proceedings of the 18th Annual International Conference on Digital Government Research","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Using Confirmatory Factor Analysis (CFA) as a Tool to Improve the Assessment of Digital Government: The Case of the Mexican State Portals Ranking\",\"authors\":\"G. Cid, J. Ramon Gil-Garcia, D. E. Luna-Reyes, L. Luna-Reyes, Sergio Picazo-Vela, Rodrigo Sandoval-Almazán\",\"doi\":\"10.1145/3085228.3085290\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"There are different measurements and rankings in the literature that evaluate critical factors for a successful adoption of digital government. Each of these frameworks applies diverse variables and approaches to assessing digital government success. However, the nature of digital government success is complex and implies multiple dimensions that make it difficult to evaluate in practice. There is the need to build more robust approaches to improve these assessments to explore the multiple dimensions of digital government success. Some authors have proposed factor analysis techniques as a useful tool for this task. Using a well-known ranking of state government portals in Mexico during the period 2009-2015, this study conducted a confirmatory factor analysis to evaluate the dimensions of this instrument, which includes 132 items. This ranking could be considered a typical tool for measuring and assessing digital government, similar to the ones used in many countries and by some international organizations. The purpose of this study is to extend our understanding of the multiple dimensions of digital government success and to provide guidance for improving and refining existing techniques for measuring and assessing digital government. The results ratify most of the original dimensions, but allows reducing the number of questions and obtain more robust estimations. Based on the analysis, we provide a set of practical recommendations for improving measurement methodologies and for the assessment of digital government.\",\"PeriodicalId\":416111,\"journal\":{\"name\":\"Proceedings of the 18th Annual International Conference on Digital Government Research\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-06-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 18th Annual International Conference on Digital Government Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3085228.3085290\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 18th Annual International Conference on Digital Government Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3085228.3085290","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

文献中有不同的测量和排名来评估成功采用数字政府的关键因素。每个框架都应用了不同的变量和方法来评估数字政府的成功。然而,数字政府成功的本质是复杂的,包含多个维度,这使得它难以在实践中进行评估。有必要建立更强大的方法来改进这些评估,以探索数字政府成功的多个维度。一些作者提出因子分析技术作为这项任务的有用工具。本研究利用2009-2015年墨西哥著名的州政府门户网站排名,进行了验证性因子分析,以评估该工具的维度,其中包括132个项目。这个排名可以被认为是衡量和评估数字政府的典型工具,类似于许多国家和一些国际组织使用的排名。本研究的目的是扩展我们对数字政府成功的多个维度的理解,并为改进和完善现有的衡量和评估数字政府的技术提供指导。结果证实了大多数原始维度,但允许减少问题的数量并获得更健壮的估计。在分析的基础上,我们为改进测量方法和评估数字政府提供了一套实用的建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using Confirmatory Factor Analysis (CFA) as a Tool to Improve the Assessment of Digital Government: The Case of the Mexican State Portals Ranking
There are different measurements and rankings in the literature that evaluate critical factors for a successful adoption of digital government. Each of these frameworks applies diverse variables and approaches to assessing digital government success. However, the nature of digital government success is complex and implies multiple dimensions that make it difficult to evaluate in practice. There is the need to build more robust approaches to improve these assessments to explore the multiple dimensions of digital government success. Some authors have proposed factor analysis techniques as a useful tool for this task. Using a well-known ranking of state government portals in Mexico during the period 2009-2015, this study conducted a confirmatory factor analysis to evaluate the dimensions of this instrument, which includes 132 items. This ranking could be considered a typical tool for measuring and assessing digital government, similar to the ones used in many countries and by some international organizations. The purpose of this study is to extend our understanding of the multiple dimensions of digital government success and to provide guidance for improving and refining existing techniques for measuring and assessing digital government. The results ratify most of the original dimensions, but allows reducing the number of questions and obtain more robust estimations. Based on the analysis, we provide a set of practical recommendations for improving measurement methodologies and for the assessment of digital government.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
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