Multivariate analysis of the determinants of e-government

Q1 Social Sciences

Administratie si Management Public Pub Date : 2023-05-30 DOI:10.24818/amp/2023.40-08

Claudia ZAMBRANO-YÉPEZ, Yaritza GUILLÉN-RODRÍGUEZ, Patricia HENRIQUEZ-CORONEL

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引用次数: 0

Abstract

This study aims to determine the correlation between four variables, gross domestic product per capita (GDP), population (Pop.), Individuals using the Internet (It.net.user) and the global innovation index (GII) regarding the development of e-government according to the E-government Development Index (EDGI). The purpose is to determine which model best predicts the behavior of the variables and to provide tools that can guide decision-making in public policy and e-government. Four hypotheses were proposed about the relationship between the variables and the E-government Development Index. The data about GDP, Pop., It.net.users, and GII for the analysis were extracted from the United Nations Department of Economic and Social Affairs, the World Bank and Cornell University, INSEAD, and the World Intellectual Property Organization (WIPO) respectively. The database consisted of a panel of 91 countries analyzed in the time interval from 2003 to 2020, with a total of 1683 observations. A linear panel data model was used, and fixed and random effects models were estimated. The Hausman test was applied, and it was determined that the appropriate statistical model was a fixed effects model. This model was used to test the four hypotheses. All of them were accepted.

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电子政务决策因素的多变量分析

本研究旨在根据电子政务发展指数(EDGI)，确定人均国内生产总值(GDP)、人口(Pop.)、使用互联网的个人(It.net.user)和全球创新指数(GII)四个变量与电子政务发展的相关性。其目的是确定哪种模型能最好地预测变量的行为，并提供可以指导公共政策和电子政务决策的工具。针对各变量与电子政务发展指数之间的关系，提出了四个假设。关于GDP的数据，爸爸。分析的数据分别取自联合国经济和社会事务部、世界银行和康奈尔大学、欧洲工商管理学院以及世界知识产权组织(WIPO)。该数据库包括一个由91个国家组成的小组，在2003年至2020年的时间间隔内进行了分析，共有1683项观察结果。采用线性面板数据模型，估计固定效应和随机效应模型。采用Hausman检验，确定合适的统计模型为固定效应模型。这个模型被用来检验这四个假设。他们都被接受了。

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来源期刊

Administratie si Management Public Social Sciences-Sociology and Political Science

CiteScore

6.00

自引率

0.00%

发文量

期刊介绍： Is an international academic journal, published by The Bucharest University of Economic Studies, Faculty of Administration and Public Management and the International Centre for Public Management. Is an open access journal published in English, twice a year. Is double peer-reviewed. Includes articles prepared by scholars, researchers and practitioners. Is addressed to the teachers, researchers, Ph. D students, master students, undergraduate students, public managers, civil servants and to other categories of readers. The papers published in this journal: - Contain the research results of some researches and surveys developed by the authors. - Include new theoretical/practical and original approaches that were presented and analysed by the authors. - Offer solutions for the public managers problems. - Stimulate the know-how transfer from an institution to another, from a country to another in the areas of administration and public management. The paper proposed for evaluation can be sent throughout the year, preferably by the end of April or before the end of October. Main areas covered by the journal articles are: public management; public administration; public policy; public services; social economy; social environment; management of the nongovernmental organizations; human resources management in the public sector; decision making in public organizations; governance; communication in public sector; sociology; demografy; migration; globalization; other related domains.