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Early Exposure, ICT Use, and Teenage Well being Outcomes

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  • Likun Mao
  • Sarah Grace See

Abstract

Adolescent’s digital technology use and well-being has been a topic of growing public concern. While most existing studies look at the role of the Internet and social media, we focus on how early exposure to digital devices - defined as first use at age 6 and younger - shapes well-being and sense of school belonging at 15 years of age. Using data from the 2015 and 2018 waves of Programme for International Student Assessment (PISA), we identify causality through the intensity of ICT use in parental occupation as an exogenous variation to instrument children’s early ICT exposure. We find positive effects of early digital exposure on students’ sense of school belonging but no clear impact on overall life satisfaction. This positive effect appears to be driven by several interrelated factors, including improved digital competence, reduced time spent on digital activities during adolescence, motivated occupational aspirations in STEM fields, and a sense of shared experience within the school community.

Suggested Citation

  • Likun Mao & Sarah Grace See, 2025. "Early Exposure, ICT Use, and Teenage Well being Outcomes," CHILD Working Papers Series 121 JEL Classification: I, Centre for Household, Income, Labour and Demographic Economics (CHILD) - CCA.
  • Handle: RePEc:cca:wchild:121
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    References listed on IDEAS

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    1. 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).
    2. Robert W. Fairlie & Rebecca A. London, 2012. "The Effects of Home Computers on Educational Outcomes: Evidence from a Field Experiment with Community College Students," Economic Journal, Royal Economic Society, vol. 122(561), pages 727-753, June.
    3. Donati, Dante & Durante, Ruben & Sobbrio, Francesco & Zejcirovic, Dijana, 2022. "Lost in the Net? Broadband Internet and Youth Mental Health," IZA Discussion Papers 15202, Institute of Labor Economics (IZA).
    4. 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.
    5. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    6. Costas Meghir & Orazio Attanasio & Sarah Cattan, 2022. "Early Childhood Development, Human Capital, and Poverty," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 853-892, August.
    7. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    8. Zhang, Lin & Xu, Wenli, 2025. "Television exposure in early childhood and subsequent cognitive outcomes: Evidence from rural China," Journal of Economic Behavior & Organization, Elsevier, vol. 230(C).
    9. Jason Long & Joseph Ferrie, 2013. "Intergenerational Occupational Mobility in Great Britain and the United States since 1850," American Economic Review, American Economic Association, vol. 103(4), pages 1109-1137, June.
    10. Luca Braghieri & Ro'ee Levy & Alexey Makarin, 2022. "Social Media and Mental Health," American Economic Review, American Economic Association, vol. 112(11), pages 3660-3693, November.
    11. Schmitt, John & Wadsworth, Jonathan, 2006. "Is there an impact of household computer ownership on children's educational attainment in Britain?," Economics of Education Review, Elsevier, vol. 25(6), pages 659-673, December.
    12. Edwin Leuven & Mikael Lindahl & Hessel Oosterbeek & Dinand Webbink, 2007. "The Effect of Extra Funding for Disadvantaged Pupils on Achievement," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 721-736, November.
    13. McDool, Emily & Powell, Philip & Roberts, Jennifer & Taylor, Karl, 2020. "The internet and children’s psychological wellbeing," Journal of Health Economics, Elsevier, vol. 69(C).
    14. Andrew Leigh & Stephen Robson, 2025. "The Rise of Social Media and the Fall in Mental Well‐Being Among Young Australians," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 58(1), pages 33-38, March.
    15. Thomas Barnay, 2016. "Health, work and working conditions: a review of the European economic literature," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(6), pages 693-709, July.
    16. Michael S. Kofoed & Elizabeth mcGovney, 2019. "The Effect of Same-Gender or Same-Race Role Models on Occupation Choice: Evidence from Randomly Assigned Mentors at West Point," Journal of Human Resources, University of Wisconsin Press, vol. 54(2), pages 430-467.
    17. van Praag, B. M. S. & Frijters, P. & Ferrer-i-Carbonell, A., 2003. "The anatomy of subjective well-being," Journal of Economic Behavior & Organization, Elsevier, vol. 51(1), pages 29-49, May.
    18. David H. Autor, 2015. "Why Are There Still So Many Jobs? The History and Future of Workplace Automation," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 3-30, Summer.
    19. Jason Long & Joseph Ferrie, 2013. "Intergenerational Occupational Mobility in Great Britain and the United States since 1850: Reply," American Economic Review, American Economic Association, vol. 103(5), pages 2041-2049, August.
    20. Maria Zumbuehl & Thomas Dohmen & Gerard Pfann, 2021. "Parental Involvement and the Intergenerational Transmission of Economic Preferences, Attitudes and Personality Traits," The Economic Journal, Royal Economic Society, vol. 131(638), pages 2642-2670.
    21. 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.
    22. Ofer Malamud & Cristian Pop-Eleches, 2011. "Home Computer Use and the Development of Human Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 987-1027.
    23. Maya Escueta & Andre Joshua Nickow & Philip Oreopoulos & Vincent Quan, 2020. "Upgrading Education with Technology: Insights from Experimental Research," Journal of Economic Literature, American Economic Association, vol. 58(4), pages 897-996, December.
    24. Janet Currie, 2001. "Early Childhood Education Programs," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 213-238, Spring.
    25. Matthew Gentzkow & Jesse M. Shapiro, 2008. "Preschool Television Viewing and Adolescent Test Scores: Historical Evidence from the Coleman Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 279-323.
    26. McNamee, Paul & Mendolia, Silvia & Yerokhin, Oleg, 2021. "Social media use and emotional and behavioural outcomes in adolescence: Evidence from British longitudinal data," Economics & Human Biology, Elsevier, vol. 41(C).
    27. Margarida Rodrigues, 2018. "Can digital technologies help reduce the immigrant-native educational achievement gap?," JRC Research Reports JRC109246, Joint Research Centre.
    28. Dengler, Katharina & Hiesinger, Karolin & Tisch, Anita, 2022. "Digital transformation: The role of computer use in employee health," Economics & Human Biology, Elsevier, vol. 46(C).
    29. Catherine Haeck & Jean-William Laliberté, 2025. "Careers and Intergenerational Income Mobility," American Economic Journal: Applied Economics, American Economic Association, vol. 17(1), pages 431-458, January.
    30. Bottia, Martha Cecilia & Stearns, Elizabeth & Mickelson, Roslyn Arlin & Moller, Stephanie & Valentino, Lauren, 2015. "Growing the roots of STEM majors: Female math and science high school faculty and the participation of students in STEM," Economics of Education Review, Elsevier, vol. 45(C), pages 14-27.
    31. Matteo Sostero & Santo Milasi & John Hurley & Enrique Fernandez-Macias & Martina Bisello, 2020. "Teleworkability and the COVID-19 crisis: a new digital divide?," JRC Working Papers on Labour, Education and Technology 2020-05, Joint Research Centre.
    32. Margarida Rodrigues & Federico Biagi, 2017. "Digital technologies and learning outcomes of students from low socio-economic background: An Analysis of PISA 2015," JRC Research Reports JRC106999, Joint Research Centre.
    33. Seetha Menon & Andrea Salvatori & Wouter Zwysen, 2020. "The Effect of Computer Use on Work Discretion and Work Intensity: Evidence from Europe," British Journal of Industrial Relations, London School of Economics, vol. 58(4), pages 1004-1038, December.
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