Longitudinal effect of early social media use on standardized learning outcomes during school career

This study uses difference-in-differences models to evaluate the impact of early social media use on academic performance among children aged 7-16 years. A dataset comprising 5,227 students from northern Italy was constructed by merging data from a questionnaire on lifetime digital media habits with longitudinal standardized test scores in Italian, English and mathematics. Participants who created a personal social media account in 6th, 7th or 8th grade were separately matched with late adopters who initiated their first social media account in the 9th grade or later. The findings provide compelling evidence that early engagement with social media adversely affects learning outcomes. Additional findings on the effects of early social media use on other academic outcomes for which we do not have longitudinal data are in line with our main findings. We also find supporting evidence that a substantial part of this negative effect is mediated by students' smartphone pervasiveness in key moments of the day.

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Publication Details

Journal
Nature Human Behaviour
Published
2026-08-03
DOI
https://doi.org/10.1038/s41562-026-02522-4
Primary Topic
Impact of Technology on Adolescents
Type
article
Field-Weighted Citation Impact
0.00

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article

Longitudinal effect of early social media use on standardized learning outcomes during school career

Tiziana Pirola, Marco Gui, Giovanni Vezzoli, Giovanni Abbiati et al.
Nature Human Behaviour
Impact of Technology on Adolescents
article

Longitudinal effect of early social media use on standardized learning outcomes during school career

Tiziana Pirola, Marco Gui, Giovanni Vezzoli, Giovanni Abbiati, Chiara Respi, Sofia Ercolanoni, Francesca Milzani, Cristiana Paladini
article en

Abstract

This study uses difference-in-differences models to evaluate the impact of early social media use on academic performance among children aged 7-16 years. A dataset comprising 5,227 students from northern Italy was constructed by merging data from a questionnaire on lifetime digital media habits with longitudinal standardized test scores in Italian, English and mathematics. Participants who created a personal social media account in 6th, 7th or 8th grade were separately matched with late adopters who initiated their first social media account in the 9th grade or later. The findings provide compelling evidence that early engagement with social media adversely affects learning outcomes. Additional findings on the effects of early social media use on other academic outcomes for which we do not have longitudinal data are in line with our main findings. We also find supporting evidence that a substantial part of this negative effect is mediated by students' smartphone pervasiveness in key moments of the day.

Nature Human Behaviour
University of Milano-Bicocca (IT), University of Brescia (IT)
Harvard T.H. Chan School of Public Health, Università degli Studi di Milano, Fondazione Cariplo, Università degli Studi di Milano-Bicocca, Università di Bologna, Università degli Studi di Brescia
Quality Education
Openalex Percentile: Top 4%
Impact of Technology on Adolescents
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