{"title":"The Relationship Between ICT Perceived Competence and Adolescents’ Digital Reading Performance: A Multilevel Mediation Study","authors":"Rushi Yu, Meishu Wang, Jie Hu","doi":"10.1177/07356331221137107","DOIUrl":null,"url":null,"abstract":"The age of information and communication technology (ICT) has witnessed the prevalence of computer-based reading. Previous studies yielded mixed results concerning the relationship between ICT perceived competence, ICT use and digital reading performance, and the underlying mechanism was rarely explored. This study aimed to explore the relationship between ICT perceived competence and adolescents’ digital reading performance and the potential mediating roles of three types of ICT use. Multilevel mediation analyses were conducted for 199,646 15-year-old students from 29 OECD countries/regions in the Programme for International Student Assessment (PISA) 2018, in which digital reading performance was assessed by multistage adaptive computer-based testing. The results revealed that a) ICT perceived competence and digital reading performance were positively correlated; b) ICT use significantly mediated the relationship; c) students with higher-level ICT perceived competence tended to use ICT for leisure at home more frequently, which led to better digital reading performance; d) the suppression effects were revealed, indicating the need to consider the interrelationship between ICT perceived competence and ICT use. These findings provided new evidence for the self-determination theory and the ICT engagement model, suggesting that appropriate ICT use driven by high-level ICT perceived competence might help improve adolescents’ digital reading performance.","PeriodicalId":47865,"journal":{"name":"Journal of Educational Computing Research","volume":null,"pages":null},"PeriodicalIF":4.0000,"publicationDate":"2023-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Educational Computing Research","FirstCategoryId":"95","ListUrlMain":"https://doi.org/10.1177/07356331221137107","RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
引用次数: 2
Abstract
The age of information and communication technology (ICT) has witnessed the prevalence of computer-based reading. Previous studies yielded mixed results concerning the relationship between ICT perceived competence, ICT use and digital reading performance, and the underlying mechanism was rarely explored. This study aimed to explore the relationship between ICT perceived competence and adolescents’ digital reading performance and the potential mediating roles of three types of ICT use. Multilevel mediation analyses were conducted for 199,646 15-year-old students from 29 OECD countries/regions in the Programme for International Student Assessment (PISA) 2018, in which digital reading performance was assessed by multistage adaptive computer-based testing. The results revealed that a) ICT perceived competence and digital reading performance were positively correlated; b) ICT use significantly mediated the relationship; c) students with higher-level ICT perceived competence tended to use ICT for leisure at home more frequently, which led to better digital reading performance; d) the suppression effects were revealed, indicating the need to consider the interrelationship between ICT perceived competence and ICT use. These findings provided new evidence for the self-determination theory and the ICT engagement model, suggesting that appropriate ICT use driven by high-level ICT perceived competence might help improve adolescents’ digital reading performance.
期刊介绍:
The goal of this Journal is to provide an international scholarly publication forum for peer-reviewed interdisciplinary research into the applications, effects, and implications of computer-based education. The Journal features articles useful for practitioners and theorists alike. The terms "education" and "computing" are viewed broadly. “Education” refers to the use of computer-based technologies at all levels of the formal education system, business and industry, home-schooling, lifelong learning, and unintentional learning environments. “Computing” refers to all forms of computer applications and innovations - both hardware and software. For example, this could range from mobile and ubiquitous computing to immersive 3D simulations and games to computing-enhanced virtual learning environments.