Evidence map›Paper›PMID 42876474›Full record

ArticleFrontiers in psychology2026

Early detection of problematic internet use among university students: psychometric validation of the PIUQ-9.

Roser Granero, Fernando Fernández-Aranda, Zsolt Demetrovics, Susana Jiménez-Murcia

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Article in Frontiers in psychology, 2026. 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Roser GraneroDepartment of Psychobiology and Methodology, Universitat Autònoma de Barcelona - UAB, Barcelona, Spain.
Fernando Fernández-ArandaCiber Fisiopatología Obesidad y Nutrición (CIBERobn), Instituto Salud Carlos III, Madrid, Spain.
Zsolt DemetrovicsCollege of Education, Psychology and Social Work, Flinders University Institute for Mental Health and Wellbeing, Flinders University, Bedford Park, SA, Australia.
Susana Jiménez-MurciaCiber Fisiopatología Obesidad y Nutrición (CIBERobn), Instituto Salud Carlos III, Madrid, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: University students extensively use the internet for academic, social, and recreational purposes, increasing the risk of developing problematic internet use (PIU). Although several instruments exist, there is a need for brief, psychometrically sound screening tools capable of identifying individuals at risk and detecting related conditions such as Internet Gaming Disorder (IGD) and Online Gambling Disorder (OGD). Objectives: This study aimed to examine the reliability and validity of the 9-item Problematic Internet Use Questionnaire (PIUQ-9) in a sample of first-year university students and to explore its screening performance for PIU and its potential utility for identifying increased risk of related conditions such as Internet Gaming Disorder (IGD) and Online Gambling Disorder (OGD). Methods: A cross-sectional study was conducted with Results: Confirmatory factor analysis supported a unidimensional structure of the PIUQ-9. The scale demonstrated good internal consistency (ω = 0.82) and explained 38.5% of the total variance. Convergent validity was supported by moderate to strong correlations with related measures, including risk of internet/social network addiction ( Conclusion: The PIUQ-9 is a brief, reliable, and valid instrument for assessing PIU among university students. This study extends previous research by providing evidence of its accuracy in identifying related behavioral addictions, such as IGD and OGD, within a population highly vulnerable to PIU yet still underrepresented in the scientific literature. The findings support its utility as an efficient screening tool in both research and applied settings, facilitating early detection and targeted prevention strategies in young adult populations.

Indexed as

instrument validationinternet addiction disorderonline gambling disorderonline gaming disorderPIUQ-9problematic internet usevideo games

Identifiers

PMID42876474
PMCPMC13661367

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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.