{"title":"数字媒体的使用和可用性可以缓解数字鸿沟:来自PISA 2022的元分析见解","authors":"Tamara Kastorff, Maren Müller, Samuel Greiff","doi":"10.1016/j.compedu.2025.105409","DOIUrl":null,"url":null,"abstract":"The digital divide, commonly described as the relationship between socioeconomic status (SES) and digital competence, has garnered significant attention in educational research, particularly since the onset of the COVID-19 pandemic. However, despite ongoing efforts to promote digitalization across countries and schools, there has been limited research into the extent to which school-level or country-level factors can moderate the relationship between socioeconomic status (SES) and digital competence—an association commonly referred to in the literature as the second-level digital divide. This study addressed these gaps by examining the association between SES and digital competence using data from the Programme for International Student Assessment (PISA) 2022, encompassing 52 countries (<ce:italic>N</ce:italic> = 393607) and employing an integrative meta-analytical approach. We found positive associations between SES and two measures of digital competencies; self-efficacies, and practices related to online information (<ce:italic>β</ce:italic><ce:inf loc=\"post\">summary effect</ce:inf> = 0.15, 95% CI [0.14, 0.16]. <ce:italic>β</ce:italic><ce:inf loc=\"post\">summary effect</ce:inf> = 0.11, 95% CI [0.10, 0.12]). Furthermore, moderator analyses showed that the adequate availability and high-quality use of digital media, such as inquiry-based learning methods, can mitigate the positive relationship between SES and digital competence, an effect that holds promise for reducing digital inequalities. This study contributes to the existing body of research by providing a more nuanced understanding country-level factors that may mitigate the digital divide. Furthermore, it highlights potential approaches for targeted interventions aimed at addressing SES-related disparities that perpetuate digital inequalities.","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"36 1","pages":""},"PeriodicalIF":8.9000,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Digital Media Use and Availability Can Mitigate The Digital Divide: Meta-Analytic Insights From PISA 2022\",\"authors\":\"Tamara Kastorff, Maren Müller, Samuel Greiff\",\"doi\":\"10.1016/j.compedu.2025.105409\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The digital divide, commonly described as the relationship between socioeconomic status (SES) and digital competence, has garnered significant attention in educational research, particularly since the onset of the COVID-19 pandemic. However, despite ongoing efforts to promote digitalization across countries and schools, there has been limited research into the extent to which school-level or country-level factors can moderate the relationship between socioeconomic status (SES) and digital competence—an association commonly referred to in the literature as the second-level digital divide. This study addressed these gaps by examining the association between SES and digital competence using data from the Programme for International Student Assessment (PISA) 2022, encompassing 52 countries (<ce:italic>N</ce:italic> = 393607) and employing an integrative meta-analytical approach. We found positive associations between SES and two measures of digital competencies; self-efficacies, and practices related to online information (<ce:italic>β</ce:italic><ce:inf loc=\\\"post\\\">summary effect</ce:inf> = 0.15, 95% CI [0.14, 0.16]. <ce:italic>β</ce:italic><ce:inf loc=\\\"post\\\">summary effect</ce:inf> = 0.11, 95% CI [0.10, 0.12]). Furthermore, moderator analyses showed that the adequate availability and high-quality use of digital media, such as inquiry-based learning methods, can mitigate the positive relationship between SES and digital competence, an effect that holds promise for reducing digital inequalities. This study contributes to the existing body of research by providing a more nuanced understanding country-level factors that may mitigate the digital divide. Furthermore, it highlights potential approaches for targeted interventions aimed at addressing SES-related disparities that perpetuate digital inequalities.\",\"PeriodicalId\":10568,\"journal\":{\"name\":\"Computers & Education\",\"volume\":\"36 1\",\"pages\":\"\"},\"PeriodicalIF\":8.9000,\"publicationDate\":\"2025-07-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computers & Education\",\"FirstCategoryId\":\"95\",\"ListUrlMain\":\"https://doi.org/10.1016/j.compedu.2025.105409\",\"RegionNum\":1,\"RegionCategory\":\"教育学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers & Education","FirstCategoryId":"95","ListUrlMain":"https://doi.org/10.1016/j.compedu.2025.105409","RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
Digital Media Use and Availability Can Mitigate The Digital Divide: Meta-Analytic Insights From PISA 2022
The digital divide, commonly described as the relationship between socioeconomic status (SES) and digital competence, has garnered significant attention in educational research, particularly since the onset of the COVID-19 pandemic. However, despite ongoing efforts to promote digitalization across countries and schools, there has been limited research into the extent to which school-level or country-level factors can moderate the relationship between socioeconomic status (SES) and digital competence—an association commonly referred to in the literature as the second-level digital divide. This study addressed these gaps by examining the association between SES and digital competence using data from the Programme for International Student Assessment (PISA) 2022, encompassing 52 countries (N = 393607) and employing an integrative meta-analytical approach. We found positive associations between SES and two measures of digital competencies; self-efficacies, and practices related to online information (βsummary effect = 0.15, 95% CI [0.14, 0.16]. βsummary effect = 0.11, 95% CI [0.10, 0.12]). Furthermore, moderator analyses showed that the adequate availability and high-quality use of digital media, such as inquiry-based learning methods, can mitigate the positive relationship between SES and digital competence, an effect that holds promise for reducing digital inequalities. This study contributes to the existing body of research by providing a more nuanced understanding country-level factors that may mitigate the digital divide. Furthermore, it highlights potential approaches for targeted interventions aimed at addressing SES-related disparities that perpetuate digital inequalities.
期刊介绍:
Computers & Education seeks to advance understanding of how digital technology can improve education by publishing high-quality research that expands both theory and practice. The journal welcomes research papers exploring the pedagogical applications of digital technology, with a focus broad enough to appeal to the wider education community.