西班牙大学生个人数字能力水平倾向分析

IF 2.4 Q1 EDUCATION & EDUCATIONAL RESEARCH
Niurka Guevara-Otero, Elena Cuevas-Molano, E. Vázquez-Cano, Eloy López-Meneses
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引用次数: 0

摘要

本研究的目的是确定在社会沟通和协作学习(CSCCL)以及信息搜索和处理(CSTI)中使用数字能力的不同倾向和使用水平的大学生档案。样本包括来自西班牙三所州立大学的383名学生。该研究采用了一份名为“大学生基本数字能力2.0”(COBADI)的问卷。卡方自动交互检测(CHAID)算法用于数据分析,因为它能够处理定量和定性变量,能够进行分析并生成具有易于解释的图形表示(决策树)的预测模型。研究结果显示,在社交和在线执行任务、管理用于计划学习时间的数字工具以及使用资源进行信息搜索和浏览方面,他们具有较高的数字能力。这些发现与之前关于互联网合作写作和数字能力的研究一致。然而,学生们在使用社交软件应用程序进行数据分析和图像制作方面表现出较低的数字能力,这与其他研究中的任务复杂性和繁重工作量有关。有趣的是,学生的社会人口学特征(年龄、性别和上过大学)并没有影响他们对所分析的数字能力的倾向。总之,通过结合信息批判性分析教学、解决信息过载问题、在社交软件应用程序上提供指导以及强调协作学习,可以在高等教育中加强有效的数字教学。这些策略旨在帮助学生获得和应用与当前就业市场相关的知识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of predisposition in levels of individual digital competence among Spanish university students
The objective of this study was to identify university student profiles with different levels of predisposition and usage of digital competences in social communication and collaborative learning (CSCCL) as well as technology use in information search and treatment (CSTI). The sample comprised 383 students from three state universities in Spain. The study employed a questionnaire called “basic digital competences 2.0 in university students” (COBADI). Chi-squared automatic interaction detection (CHAID) algorithm was used for data analysis due to its capability to handle both quantitative and qualitative variables, enabling profiling and the generation of predictive models with easily interpretable graphical representations (decision trees). The results revealed a high level of digital competence in socialization and execution of tasks online, managing digital tools for planning study time, and using resources for information searching and browsing. These findings align with previous works on collaborative writing on the Internet and digital competence. However, students demonstrated low digital competence in data analysis processes and image production using social software apps, which has been linked to task complexity and heavy workload in other studies. Interestingly, the students’ sociodemographic characteristics (age, sex, and university attended) did not influence their predisposition towards the analyzed digital competences. In conclusion, enhancing effective digital teaching in higher education can be achieved by incorporating the teaching of critical analysis of information, addressing information overload, providing instruction on social software apps, and emphasizing collaborative learning. These strategies aim to help students acquire and apply knowledge relevant to the current job market.
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来源期刊
Contemporary Educational Technology
Contemporary Educational Technology Social Sciences-Education
CiteScore
6.20
自引率
0.00%
发文量
55
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