{"title":"Using Digital Devices for Fun: What are the Impacts on Academic Outcomes?","authors":"Fang Dong, Maria Cornachione Kula","doi":"10.1007/s11293-025-09825-3","DOIUrl":null,"url":null,"abstract":"<div><p>How does students’ time using digital devices on fun activities like gaming, social media, and watching videos for entertainment affect their academic outcomes? Data from the Organization for Economic Co-operation and Development’s 2015 Programme for International Student Assessment test of students’ math, science, and reading knowledge for 43 countries is used to investigate these questions. Estimation results of three-level hierarchical linear models with random intercept and random slope show that marginal increases in social media use frequency are associated with increases in science, math, and reading PISA scores (3.915, 4.506, and 5.705 points, respectively, all at the 1% statistical significance level). Marginal increases in gaming are associated with increases in science and math scores (2.216 and 1.972 points respectively, both at the 1% statistical significance level). Marginal increases in digital device use frequency for entertainment raise science (1.371 points at the 5% level) and reading (1.997 points at the 1% level) scores. These findings suggest that in general using digital devices for various fun uses is positively associated with academic outcomes, which should mitigate some parental and policymaker concerns over screen time.</p></div>","PeriodicalId":46061,"journal":{"name":"ATLANTIC ECONOMIC JOURNAL","volume":"53 1-2","pages":"73 - 104"},"PeriodicalIF":0.8000,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ATLANTIC ECONOMIC JOURNAL","FirstCategoryId":"1085","ListUrlMain":"https://link.springer.com/article/10.1007/s11293-025-09825-3","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
Abstract
How does students’ time using digital devices on fun activities like gaming, social media, and watching videos for entertainment affect their academic outcomes? Data from the Organization for Economic Co-operation and Development’s 2015 Programme for International Student Assessment test of students’ math, science, and reading knowledge for 43 countries is used to investigate these questions. Estimation results of three-level hierarchical linear models with random intercept and random slope show that marginal increases in social media use frequency are associated with increases in science, math, and reading PISA scores (3.915, 4.506, and 5.705 points, respectively, all at the 1% statistical significance level). Marginal increases in gaming are associated with increases in science and math scores (2.216 and 1.972 points respectively, both at the 1% statistical significance level). Marginal increases in digital device use frequency for entertainment raise science (1.371 points at the 5% level) and reading (1.997 points at the 1% level) scores. These findings suggest that in general using digital devices for various fun uses is positively associated with academic outcomes, which should mitigate some parental and policymaker concerns over screen time.
期刊介绍:
The Atlantic Economic Journal (AEJ) has an international reputation for excellent articles in all interest areas, without regard to fields or methodological preferences. Founded in 1973 by the International Atlantic Economic Society, a need was identified for increased communication among scholars from different countries. For over 30 years, the AEJ has continuously sought articles that traced some of the most critical economic changes and developments to occur on the global level. The journal''s goal is to facilitate and synthesize economic research across nations to encourage cross-fertilization of ideas and scholarly research. Contributors include some of the world''s most respected economists and financial specialists, including Nobel laureates and leading government officials. AEJ welcomes both theoretical and empirical articles, as well as public policy papers. All manuscripts are submitted to a double-blind peer review process. In addition to formal publication of full-length articles, the AEJ provides an opportunity for less formal communication through its Anthology section. A small point may not be worthy of a full-length, formal paper but is important enough to warrant dissemination to other researchers. Research in progress may be of interest to other scholars in the field. A research approach ending in negative results needs to be shared to save others similar pitfalls. The Anthology section has been established to facilitate these forms of communication. Anthologies provide a means by which short manuscripts of less than 500 words can quickly appear in the AEJ. All submissions are formally reviewed by the Board of Editors. Officially cited as: Atl Econ J