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Patterns of cognitive returns to Information and Communication Technology (ICT) use of 15-year-olds

Global evidence from a Hierarchical Linear Modeling approach using Pisa 2018

Bibliographic Data

ID21538234
AuthorsAditi Bhutoria (0000-0001-8054-0450, Indian Institute of Management Calcutta, corresponding author), Nayyaf Aljabri
Year2022
Volume181
Pages104447
Publication date2022-05-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueComputers & Education (JOURNAL)
Journal identifiersISSN: 0360-1315 • E-ISSN: 1873-782X
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.compedu.2022.104447
OpenAlexW4205492693
LanguageEN
Citations received18
References cited35

Business · Economics · Information and Communications Technology · Multilevel model · Statistics · Child Development and Digital Technology · Computer Science · Impact of Technology on Adolescents · Mathematics · Psychology · Technology Adoption and User Behaviour

  • Examining ICT attitudes, use and support in blended learning settings for students’ reading performance

    Open Access•Yi Peng, Yanyu Wang et al.•Computers & Education•2023

  • The “golden mean” of ICT use

    Open Access•Elisa Caponera, Valentina Colonnello et al.•Frontiers in Education•2026

  • Understanding students’ attitudes towards ICT

    Funda Erdogdu, Erkan Erdogdu•Interactive Learning Environments•2023

  • A review of using multilevel modeling in e-learning research

    Open Access•Hung‐Ming Lin, Jiun-Yu Wu et al.•Computers & Education•2023

  • Socioeconomic inequalities in digital practices and outcomes

    Open Access•Seong Won Han•Computers & Education•2026

  • The role of technology in reading literacy

    Open Access•Brayan Diaz, Miguel Nussbaum et al.•Computers & Education•2024

  • Cognitive-motivational engagement in ICT mediates the effect of ICT use on academic achievements

    Open Access•Sandy C Li, Jinxin Zhu•Computers & Education•2023

  • Understanding the relationships among ICT use, self-efficacy, and achievement in Pisa 2022

    Open Access•Mitcho Hristov, Takumi Yada et al.•Computers & Education•2026

  • National contexts and information and communication technology in education

    Open Access•Minju Kim, Pey-Yan Liou•Computers & Education•2026

  • ICT and academic achievement in secondary education

    Open Access•F Sehkar Fayda-Kinik, Munevver Cetin•Journal of Computer Assisted…•2025

  • Digital skills critical for education

    Open Access•Astrid Elisabeth Kure, Lisbeth M Brevik et al.•Journal of Computer Assisted…•2023

  • Profiling ICT users and social-emotional and academic outcomes

    Open Access•Yuting Tan, Norman B Mendoza et al.•European Journal of Psychology of…•2026

  • The influence of SES, migration background, and non-cognitive abilities on Pisa reading and mathematics achievement

    Open Access•Björn Boman, Marie Wiberg•European Journal of Psychology of…•2024

  • Digital literacy and ICT use

    Open Access•Elisa Caponera, Valentina Colonnello et al.•European Journal of Psychology of…•2026

  • Effectiveness of Flipped Classrooms for K–12 Students

    Open Access•Shuqin Li, Wenke Fu et al.•Review of Educational Research•2025

  • Examining key capitals contributing to students' science‐related career expectations and their relationship patterns

    Open Access•Lihua Tan, Fu Chen et al.•Journal of Research in Science…•2024

  • Evaluating the effects of ICT engagement on science and mathematics achievement

    Open Access•Funda Örnek, Ernest Afari•Studies In Educational Evaluation•2026

  • Effects of individual attributes, family background, and school context on students’ global competence

    Open Access•Xi Wu, Yanan Zhang•International Journal of…•2024

  • Using Hierarchical Linear Modeling to Study Social Contexts

    Valerie E Lee•Educational Psychologist•2000

  • Multiple imputation by chained equations

    Open Access•Melissa Azur, Melissa J Azur et al.•International Journal of Methods…•2011

  • The effectiveness of educational technology applications for enhancing mathematics achievement in K-12 classrooms

    Alan C K Cheung, Robert E Slavin•Educational Research Review•2013

  • The relation between students’ socioeconomic status and ICT literacy

    Open Access•Rebeca Scherer, Ronny Scherer et al.•Computers & Education•2019

  • Multilevel Modelling of Complex Survey Data

    Open Access•Sophia Rabe-Hesketh, Anders Skrondal•Journal of the Royal Statistical…•2006

  • Gender, Context, and Reading

    Ming Ming Chiu, Catherine Mcbride-Chang et al.•Scientific Studies of Reading•2006

  • Is the use of ICT in education leading to higher student outcomes? Analysis from the Spanish Autonomous Communities

    Open Access•Marcos Fernández Gutiérrez, Marcos Fernández-Gutiérrez et al.•Computers & Education•2020

  • A typology of student reading engagement

    Open Access•Kai‐chee Cheung, Kwok-cheung Cheung et al.•Studies In Educational Evaluation•2016

  • Student attitudes towards and use of ICT in course study, work and social activity

    Open Access•Rob Edmunds, Mary Thorpe et al.•British Journal of Educational…•2010

  • Facebook® and academic performance

    Open Access•Paul A Kirschner, Aryn C Karpinski•Computers in Human Behavior•2010

  • First year students' experiences with technology

    Open Access•Gregor Kennedy, Gregor E Kennedy et al.•Australasian Journal of…•2008

  • A scoping review of the relationship between students’ ICT and performance in mathematics and science in the Pisa data

    Open Access•Bryce Odell, Maria Cutumisu et al.•Social Psychology of Education•2020

  • Computers in education

    Open Access•Linn Karlsson•Education Inquiry•2020

  • Does technology improve reading outcomes? Comparing the effectiveness and cost-effectiveness of ICT interventions for early grade reading in Kenya

    Open Access•Benjamin Piper, Stephanie S Zuilkowski et al.•International Journal of…•2016

  • International Large-Scale Assessment Data

    Open Access•Leslie Rutkowski, Eugenio González et al.•Educational Researcher•2010

Unique citing works18
Citations per year6
Citation span2023 - 2026 (4)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 18

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