{"title":"COVID期间移动互联网对学生认知表现的影响:来自巴基斯坦的证据","authors":"Sundar Ponnusamy , Trong-Anh Trinh","doi":"10.1016/j.econedurev.2025.102651","DOIUrl":null,"url":null,"abstract":"<div><div>The rapid shift toward remote learning during the COVID-19 pandemic has highlighted the important role of internet access in educational delivery. While this transition has facilitated educational continuity globally, it has also led to unintended consequences, especially in regions with variable digital readiness. This paper examines the causal relationship between mobile internet prevalence and cognitive performance among children aged 5–16 in Pakistan during the pandemic. Our findings show that in areas with higher internet accessibility, there is a significant reduction in study time. By employing an instrumental variable approach with lightning strikes as the instrument, we find that a higher prevalence of 3G and 4G internet has a detrimental effect on students’ test scores in math, English, and reading, while there is little evidence of effects on the likelihood of dropout. The estimated effects remain consistent across sub-samples classified based on age, gender, and parental education. Our findings emphasize the need for strategies that maximize digital access benefits while minimizing disruptions to education.</div></div>","PeriodicalId":48261,"journal":{"name":"Economics of Education Review","volume":"106 ","pages":"Article 102651"},"PeriodicalIF":1.8000,"publicationDate":"2025-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The impact of mobile internet on student cognitive performance during COVID: Evidence from Pakistan\",\"authors\":\"Sundar Ponnusamy , Trong-Anh Trinh\",\"doi\":\"10.1016/j.econedurev.2025.102651\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The rapid shift toward remote learning during the COVID-19 pandemic has highlighted the important role of internet access in educational delivery. While this transition has facilitated educational continuity globally, it has also led to unintended consequences, especially in regions with variable digital readiness. This paper examines the causal relationship between mobile internet prevalence and cognitive performance among children aged 5–16 in Pakistan during the pandemic. Our findings show that in areas with higher internet accessibility, there is a significant reduction in study time. By employing an instrumental variable approach with lightning strikes as the instrument, we find that a higher prevalence of 3G and 4G internet has a detrimental effect on students’ test scores in math, English, and reading, while there is little evidence of effects on the likelihood of dropout. The estimated effects remain consistent across sub-samples classified based on age, gender, and parental education. Our findings emphasize the need for strategies that maximize digital access benefits while minimizing disruptions to education.</div></div>\",\"PeriodicalId\":48261,\"journal\":{\"name\":\"Economics of Education Review\",\"volume\":\"106 \",\"pages\":\"Article 102651\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2025-04-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Economics of Education Review\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0272775725000317\",\"RegionNum\":3,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Economics of Education Review","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0272775725000317","RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
The impact of mobile internet on student cognitive performance during COVID: Evidence from Pakistan
The rapid shift toward remote learning during the COVID-19 pandemic has highlighted the important role of internet access in educational delivery. While this transition has facilitated educational continuity globally, it has also led to unintended consequences, especially in regions with variable digital readiness. This paper examines the causal relationship between mobile internet prevalence and cognitive performance among children aged 5–16 in Pakistan during the pandemic. Our findings show that in areas with higher internet accessibility, there is a significant reduction in study time. By employing an instrumental variable approach with lightning strikes as the instrument, we find that a higher prevalence of 3G and 4G internet has a detrimental effect on students’ test scores in math, English, and reading, while there is little evidence of effects on the likelihood of dropout. The estimated effects remain consistent across sub-samples classified based on age, gender, and parental education. Our findings emphasize the need for strategies that maximize digital access benefits while minimizing disruptions to education.
期刊介绍:
Economics of Education Review publishes research on education policy and finance, human capital production and acquisition, and the returns to human capital. We accept empirical, methodological and theoretical contributions, but the main focus of Economics of Education Review is on applied studies that employ micro data and clear identification strategies. Our goal is to publish innovative, cutting-edge research on the economics of education that is of interest to academics, policymakers and the public. Starting with papers submitted March 1, 2014, the review process for articles submitted to the Economics of Education Review will no longer be double blind. Authors are requested to include a title page with authors'' names and affiliation. Reviewers will continue to be anonymous.