Digital Competence Analysis of University Students Using Latent Classes

被引:13
|
作者
Gloria Burgos-Videla, Carmen [1 ]
Castillo Rojas, Wilson Andres [1 ]
Lopez Meneses, Eloy [2 ]
Martinez, Javiera [3 ]
机构
[1] Univ Atacama, Res Inst Social Sci & Educ, Copiapo 1530000, Chile
[2] Pablo de Olavide Univ, Dept Educ & Social Psychol, Seville 41013, Spain
[3] Univ Atacama, Asistente Inst Invest Ciencias Sociales & Educ, Copiapo 1530000, Chile
来源
EDUCATION SCIENCES | 2021年 / 11卷 / 08期
关键词
digital competences; latent class analysis; latent class models; data analysis; technology consumption; ICT; PEDAGOGICAL CONTENT KNOWLEDGE; MODEL;
D O I
10.3390/educsci11080385
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
The objective of this study is to characterize Latent Classes emerging from the analysis of the level of digital competences, use and consumption of applications and/or services through the Internet. For this purpose, the results of the survey Basic Digital Competences (Competencias Basicas Digitales-COBADC) applied to university students, with more than 60 categorical variables, were considered. A total of 4762 undergraduate and graduate students from five Spanish universities participated in this survey: Complutense University of Madrid (UCM), Pablo de Olavide University (UPO), Almeria University (UAL), National University of Distance Education (UNED) and Rey Juan Carlos University (URJC). The application of the questionnaire was done through the Internet, from the Institute for Research in Social Sciences and Education of University of Atacama-Chile. The methodology used is mixed, because the questions of the questionnaire provide qualitative information that can be interpreted and elaborated from the results. It is also quantitative because basic statistical techniques are used for the exploratory analysis of the data, and later Latent Class Analysis (LCA), to complement the description of the data set and the variables considered in the study, thus allowing us to group the classes of variables that do not appear explicitly in the set of observed variables, but which nevertheless affect them. The results of the study show that regardless of the gender and age range of the participants, there are four clearly differentiated groups or classes in the use and consumption of ICTs in different ways for their activities, both personal and academic, which allows for identifying different developments of digital competences. This study allows establishing a baseline in order to be able to elaborate later, in the development of the digital competences currently needed, which should be developed by university students.
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页数:16
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