Latent profiles of adolescents’ digital skills across six European countries

IF 4.5 1区 文学 Q1 COMMUNICATION New Media & Society Pub Date : 2024-06-24 DOI:10.1177/14614448241258704
Lauri Hietajärvi, Giovanna Mascheroni, Natalia Waechter, Jussi Järvinen, Katariina Salmela-Aro
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Abstract

Digital skills are considered critical for functioning in contemporary society, yet there are differences between adolescents’ skills depending on demographic and socioeconomic variables. This study, utilising data from six EU countries ( N = 6221; Mage = 14.5; SD = 1.4), takes a person-oriented approach to examine adolescents digital skill profiles and associations with socioeconomic, digital activity, and socioemotional antecedents. Using latent profile analyses with tests of similarity across countries, we identified five profiles: All-rounders, Informationists, Content Creators, Communicators, and No high skills. The All-rounders reported the highest proportions of skills at a high level (~77–87%) across all dimensions and performed best across digital knowledge items, but Communicators were the largest profile across countries which showed adept acquisition (~67%) of high skills only regarding communication and interaction skills. Among the most important antecedents predicting high digital skills were being male, using computers, and having strong self-efficacy.
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六个欧洲国家青少年数字技能的潜在特征
数字技能被认为是在当代社会中发挥作用的关键,然而青少年的技能却因人口和社会经济变量的不同而存在差异。本研究利用六个欧盟国家的数据(N = 6221;Mage = 14.5;SD = 1.4),采用以人为本的方法,研究青少年的数字技能概况以及与社会经济、数字活动和社会情感前因的关联。通过对不同国家的相似性进行潜在特征分析,我们确定了五种特征:全能型、信息型、内容创造型、沟通型和无高技能型。全能者在所有维度上都报告了最高比例的高水平技能(约 77%-87%),在数字知识项目上表现最佳,但交流者是各国中最大的特征,仅在交流和互动技能方面表现出熟练掌握高水平技能(约 67%)。预测高数字技能的最重要的先决条件是男性、使用计算机和具有较强的自我效能感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
New Media & Society
New Media & Society COMMUNICATION-
CiteScore
12.70
自引率
8.00%
发文量
274
期刊介绍: New Media & Society engages in critical discussions of the key issues arising from the scale and speed of new media development, drawing on a wide range of disciplinary perspectives and on both theoretical and empirical research. The journal includes contributions on: -the individual and the social, the cultural and the political dimensions of new media -the global and local dimensions of the relationship between media and social change -contemporary as well as historical developments -the implications and impacts of, as well as the determinants and obstacles to, media change the relationship between theory, policy and practice.
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