IDEAS home Printed from https://ideas.repec.org/a/kap/atlecj/v53y2025i1d10.1007_s11293-025-09825-3.html
   My bibliography  Save this article

Using Digital Devices for Fun: What are the Impacts on Academic Outcomes?

Author

Listed:
  • Fang Dong

    (Providence College)

  • Maria Cornachione Kula

    (Roger Williams University)

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.

Suggested Citation

  • Fang Dong & Maria Cornachione Kula, 2025. "Using Digital Devices for Fun: What are the Impacts on Academic Outcomes?," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 53(1), pages 73-104, June.
  • Handle: RePEc:kap:atlecj:v:53:y:2025:i:1:d:10.1007_s11293-025-09825-3
    DOI: 10.1007/s11293-025-09825-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11293-025-09825-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11293-025-09825-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. repec:plo:pone00:0087943 is not listed on IDEAS
    2. Skiera, Bernd & Hinz, Oliver & Spann, Martin, 2015. "Social Media and Academic Performance: Does the Intensity of Facebook Activity Relate to Good Grades?," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 77139, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    3. Jerrim, John & Lopez-Agudo, Luis Alejandro & Marcenaro-Gutierrez, Oscar D. & Shure, Nikki, 2017. "What happens when econometrics and psychometrics collide? An example using the PISA data," Economics of Education Review, Elsevier, vol. 61(C), pages 51-58.
    4. Robert W. Fairlie & Jonathan Robinson, 2013. "Experimental Evidence on the Effects of Home Computers on Academic Achievement among Schoolchildren," American Economic Journal: Applied Economics, American Economic Association, vol. 5(3), pages 211-240, July.
    5. Léonard Moulin, 2023. "Do private schools increase academic achievement? Evidence from France," Education Economics, Taylor & Francis Journals, vol. 31(2), pages 247-274, March.
    6. Harmon, Oskar R. & Tomolonis, Paul A., 2019. "The effects of using Facebook as a discussion forum in an online principles of economics course: Results of a randomized controlled trial," International Review of Economics Education, Elsevier, vol. 30(C), pages 1-1.
    7. Tommaso Agasisti & María Gil-Izquierdo & Seong Won Han, 2020. "ICT Use at home for school-related tasks: what is the effect on a student’s achievement? Empirical evidence from OECD PISA data," Education Economics, Taylor & Francis Journals, vol. 28(6), pages 601-620, November.
    8. Fang Dong & Maria Cornachione Kula, 2023. "Digital device use and scientific literacy: an examination using Programme for International Student assessment (PISA) 2015 data," Education Economics, Taylor & Francis Journals, vol. 31(3), pages 288-312, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Vladana Djinovic & Nicholas Giannakopoulos, 2024. "Home computer ownership and educational outcomes of adolescents in Greece," Education Economics, Taylor & Francis Journals, vol. 32(4), pages 523-537, July.
    2. Nerea Gómez-Fernández & Mauro Mediavilla, 2018. "Do information and communication technologies (ICT) improve educational outcomes? Evidence for Spain in PISA 2015," Working Papers 2018/20, Institut d'Economia de Barcelona (IEB).
    3. Vargas-Montoya, Luis & Gimenez, Gregorio & Fernández-Gutiérrez, Marcos, 2023. "ICT use for learning and students' outcomes: Does the country's development level matter?," Socio-Economic Planning Sciences, Elsevier, vol. 87(PA).
    4. Gómez-Fernández, Nerea & Mediavilla, Mauro, 2021. "Exploring the relationship between Information and Communication Technologies (ICT) and academic performance: A multilevel analysis for Spain," Socio-Economic Planning Sciences, Elsevier, vol. 77(C).
    5. Hong, Junjie & Liu, Wanlin & Zhang, Qing, 2024. "Closing the digital divide: The impact of teachers’ ICT use on student achievement in China," Journal of Comparative Economics, Elsevier, vol. 52(3), pages 697-713.
    6. Murphy, Richard & Weinhardt, Felix & Wyness, Gill, 2021. "Who teaches the teachers? A RCT of peer-to-peer observation and feedback in 181 schools," Economics of Education Review, Elsevier, vol. 82(C).
    7. Daniela Del Boca & Chiara Monfardini & Sarah Grace See, 2022. "Early Childcare Duration and Student' Later Outcomes in Europe," Working Papers 2022-021, Human Capital and Economic Opportunity Working Group.
    8. Peter Bergman, 2020. "Nudging Technology Use: Descriptive and Experimental Evidence from School Information Systems," Education Finance and Policy, MIT Press, vol. 15(4), pages 623-647, Fall.
    9. Bulman, George & Fairlie, Robert W., 2015. "Technology and Education: Computers, Software, and the Internet," IZA Discussion Papers 9432, Institute of Labor Economics (IZA).
    10. Fairlie, Robert W. & Kalil, Ariel, 2017. "The effects of computers on children's social development and school participation: Evidence from a randomized control experiment," Economics of Education Review, Elsevier, vol. 57(C), pages 10-19.
    11. Benjamin Faber & Rosa Sanchis-Guarner & Felix Weinhardt, 2015. "ICT and Education: Evidence from Student Home Addresses," SERC Discussion Papers 0186, Centre for Economic Performance, LSE.
    12. Hadsell, Lester, 2020. "Not for want of trying: Effort and Success of women in principles of microeconomics," International Review of Economics Education, Elsevier, vol. 35(C).
    13. Gustavo A. Marrero & Juan C. Palomino & Gabriela Sicilia, 2024. "Inequality of opportunity in educational achievement in Western Europe: contributors and channels," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 22(2), pages 383-410, June.
    14. Jerrim, John & Shure, Nikki & Wyness, Gill, 2020. "Driven to Succeed? Teenagers' Drive, Ambition and Performance on High-Stakes Examinations," IZA Discussion Papers 13525, Institute of Labor Economics (IZA).
    15. Josep Amer-Mestre & Alaitz Ayarza-Astigarraga & Marta C. Lopes, 2024. "E-learning engagement gap during school closures: differences by academic performance," Applied Economics, Taylor & Francis Journals, vol. 56(3), pages 337-359, January.
    16. Andrea Szabo & Gergely Ujhelyi, 2014. "Can Information Reduce Nonpayment for Public Utilities? Experimental Evidence from South Africa," Working Papers 2014-114-31, Department of Economics, University of Houston.
    17. Cardim, Joana & Molina-Millán, Teresa & Vicente, Pedro C., 2023. "Can technology improve the classroom experience in primary education? An African experiment on a worldwide program," Journal of Development Economics, Elsevier, vol. 164(C).
    18. Buerger, Christian & Lincove, Jane Arnold & Mata, Catherine, 2023. "How context shapes the relationship between school autonomy and test-scores. An explanatory analysis using PISA 2015," International Journal of Educational Development, Elsevier, vol. 99(C).
    19. Sergio Longobardi & Margherita Maria Pagliuca & Andrea Regoli, 2017. "Family background and financial literacy of Italian students: the mediating role of attitudes and motivations," Economics Bulletin, AccessEcon, vol. 37(4), pages 2585-2594.
    20. Karthik Muralidharan & Abhijeet Singh & Alejandro J. Ganimian, 2019. "Disrupting Education? Experimental Evidence on Technology-Aided Instruction in India," American Economic Review, American Economic Association, vol. 109(4), pages 1426-1460, April.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:atlecj:v:53:y:2025:i:1:d:10.1007_s11293-025-09825-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.