Evidence map›Paper›PMID 41462306›Full record

ArticleItalian journal of pediatrics2025

Social networks, messaging apps, addictive use, and academic performance in adolescents: findings from the EHDLA study.

Andrea Aquino-Blanco, Fiorella Quiroz-Cárdenas, José Adrián Montenegro-Espinosa, Nerea Martín-Calvo, Rodrigo Yañéz-Sepúlveda, Héctor Gutiérrez-Espinoza, Jorge Olivares-Arancibia, Masoud Rahmati, Brendon Stubbs, Lee Smith and 2 more

Abstract read
In one paragraph

Article in Italian journal of pediatrics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Andrea Aquino-BlancoHealth and Social Research Center, Universidad de Castilla-La Mancha, Cuenca, Spain.
Fiorella Quiroz-CárdenasUniversidad Politécnica y Artística del Paraguay, Asunción, Paraguay.
José Adrián Montenegro-EspinosaUniversidad Autónoma del Paraguay, Asunción, Paraguay.
Nerea Martín-CalvoDepartment of Preventive Medicine and Public Health, School of Medicine, Universidad de Navarra, Pamplona, Spain.
Rodrigo Yañéz-SepúlvedaFaculty Education and Social Sciences, Universidad Andres Bello, Viña del Mar, Chile.
Héctor Gutiérrez-EspinozaFaculty of Education, Universidad Autónoma de Chile, Santiago, Chile.
Jorge Olivares-ArancibiaAFySE Group, Research in Physical Activity and School Health, School of Physical Education, Faculty of Education, Universidad de las Américas, Santiago, Chile.
Masoud RahmatiCEReSS-Health Service Research and Quality of Life Center, Aix-Marseille University, Marseille, France.
Brendon StubbsDepartment of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King's College London, London, UK.
Lee SmithCentre for Health Performance and Wellbeing, Anglia Ruskin University, Cambridge, UK.
José Francisco López-GilSchool of Medicine, Universidad Espíritu Santo, Samborondón, Ecuador. josefranciscolopezgil@gmail.com.ORCID http://orcid.org/0000-0002-7412-7624
Estela Jiménez-LópezHealth and Social Research Center, Universidad de Castilla-La Mancha, Cuenca, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAcademic performance in adolescence is a key predictor of future educational, occupational, and health outcomes. While social networks (SNs) and messaging apps are increasingly integrated into adolescents’ daily lives, their impact on academic achievement remains debated. This study aimed to evaluate associations between the use of SNs, messaging apps, addictive behaviors, and academic performance in Spanish adolescents.

methodsA cross-sectional analysis was conducted using data from the Eating Healthy and Daily Life Activities (EHDLA) study, which included 583 adolescents aged 12–17 years from three secondary schools in Valle de Ricote, Spain, during the 2021–2022 academic year. SNs and messaging app use were assessed via a self-report scale. Addictive behaviors were measured using the Short Social Networks Addiction Scale-6 Symptoms (SNAddS-6 S). Academic performance was evaluated using grade point average (GPA) and subject-specific grades obtained from school records. Associations were analyzed using generalized linear models adjusted for important covariates.

resultsThe median age of participants was 14 years (interquartile range: 13 to 15), with 57% female. TikTok and WhatsApp were the most frequently used platforms. No statistically significant association was found between the overall use of SNs and GPA. However, higher levels of addictive behaviors related to SNs use were significantly associated with lower academic performance (B = − 0.15, 95% CI: − 0.26 to − 0.03, p = 0.014).

conclusionsThere was no significant association between overall SNs use and GPA. However, a significant negative association was observed for addictive behaviors related to SNs use. These findings highlight the need for educational interventions that address problematic or addictive patterns of SN use, fostering self-regulation and healthy digital habits while preserving the benefits of online connectivity.

Indexed as

Academic PerformanceAdolescent BehaviorBehavior, AddictiveMobile ApplicationsSocial NetworkingAdolescentChildCross-Sectional StudiesDigital MediaFemaleHumansMaleSpainAcademic performanceAddictionAdolescent behaviorPsychological well-beingSocial networksYouth

Identifiers

PMID41462306
PMCPMC12869930

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.