Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Examining the validity of the short problematic internet use test among adults and the link with impairment of executive functions and well-being

A cross-sectional study

Bibliographic Data

ID21625487
AuthorsMarina Baroni (0000-0003-3017-3765, University of Pisa), Marco Scalese (0000-0002-7470-2422, National Research Council), Luca Bastiani (0000-0003-3467-7362, National Research Council), Sonia Cerrai (0000-0002-0774-8586, Maastricht University), Silvia Biagioni (0000-0002-0347-5349, University of Pisa), Sabrina Molinaro (0000-0001-7221-0873, National Research Council, corresponding author)
Year2025
Volume44
Issue11
Pages10026-10039
Publication date2025-06-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueCurrent Psychology (JOURNAL)
Journal identifiersISSN: 1046-1310 • E-ISSN: 1936-4733
PublisherSpringer Science and Business Media LLC (PUBLISHER)
DOI10.1007/s12144-025-07824-w
OpenAlexW4409869132
LanguageEN
Citations received1
References cited96

The Internet is widely usedin daily life. Nevertheless, excessive and inappropriate use may contribute to the development of Problematic Internet Use (PIU), which has several adverse consequences. In light of this, developing reliable tools for evaluating internet usage patterns is suitable. The Short Problematic Internet Use Test (SPIUT) is a 5-point Likert scale validated among Italian adolescents but not among adults. It has been shown to be reliable and suitable for assessment in non-clinical populations. Therefore, this study aimed at to validate the Italian version of the SPIUT among adults (18–84 years old) and also to examine putative associations between PIU and executive functioning and well-being. Data were collected from 5,160 Italian adults aged 18–84 through the Italian Population Survey on Alcohol and other Drugs (IPSAD ® ), a representative cross-sectional study. Principal Component Analysis and Multiple Correspondence Analysis were carried out to investigate the psychometric properties of the SPIUT. The results indicated a good reliability (Cronbach’s α = 0.810). Additionally, Structural Equation Modelling was performed as a confirmatory factor analysis, revealing that SPIUT scores correlated with executive functions impairment (working memory and inhibition) and with low well-being. Therefore, the SPIUT can be considered a reliable and valid instrument for assessing PIU in non-clinical adult populations (18–84 years old). Due to its brevity, the SPIUT could serve as an effective tool for PIU assessment in various contexts while potential methodological issues such as sampling bias. Furthermore, the present findings provide insight into the relationship between PIU, executive functioning, and well-being

Cognition · Cross-sectional study · Developmental psychology · Executive functions · Psychiatry · Psychometrics · Statistics · Test validity · The Internet · World Wide Web · Clinical Psychology · Digital Mental Health Interventions · Eating Disorders and Behaviors · Impact of Technology on Adolescents · Psychology · Social Psychology

  • Psychometric properties of the Mandarin version of the Adult Executive Functioning Inventory among nonclinical young adults in Taiwan

    Open Access•Cian-Ruei Jian, Tai-Ling Liu et al.•Acta Psychologica•2026

  • The practice of radiology needs to change

    Open Access•Giles Maskell•BMJ•2017

  • Diagnostic and Statistical Manual of Mental Disorders

    American Psychiatric Association American Psychiatric Association, Ewer Ewer•Diagnostic And Statistical Manual…•2013

  • Prefrontal Control and Internet Addiction

    Open Access•Matthias Brand, Kimberly S Young et al.•Frontiers in Human Neuroscience•2014

  • Internet gaming addiction

    Open Access•Daria J Ku, Daria Kuss•Psychology Research and Behavior…•2013

  • Understanding the limitations of global fit assessment in structural equation modeling

    Open Access•James H Steiger•Personality and Individual…•2007

  • Systematic review and meta-analysis of epidemiology of internet addiction

    Open Access•Yuan-Chien Pan, Yu-Chuan Chiu et al.•Neuroscience & Biobehavioral…•2020

  • The Nature and Organization of Individual Differences in Executive Functions

    Open Access•Akira Miyake, Naomi P Friedman•Current Directions in Psychological…•2012

  • Structural equations modeling

    Open Access•Dawn Iacobucci•Journal of Consumer Psychology•2010

  • Advances in problematic usage of the internet research – A narrative review by experts from the European network for problematic usage of the internet

    Open Access•Naomi A Fineberg, José M Menchón et al.•Comprehensive Psychiatry•2022

  • Dimensions of executive functioning

    Open Access•Juhani E Lehto, Juhani Lehto et al.•British Journal of Developmental…•2003

  • Neurobiology of addiction

    Open Access•George F Koob, Nora D Volkow•The Lancet Psychiatry•2016

  • “My Questionnaire is Too Long!” The assessments of motivational-affective constructs with three-item and single-item measures

    Open Access•Katarzyna Gogol, Martin Brunner et al.•Contemporary Educational Psychology•2014

  • The clinical significance of loneliness

    Open Access•Liesl M Heinrich, Liesl Heinrich et al.•Clinical Psychology Review•2006

  • Working memory

    Open Access•Alan Baddeley•Current Biology•2010

  • The WHO-5 Well-Being Index

    Open Access•Christian Winther Topp, Søren Dinesen Østergaard et al.•Psychotherapy and Psychosomatics•2015

  • Evaluating Structural Equation Models with Unobservable Variables and Measurement Error

    Open Access•Claes Fornell, David F Larcker•Journal of Marketing Research•1981

  • Executive Functions

    Adele Diamond•Annual Review of Psychology•2013

  • The role of executive function deficits, delay aversion and emotion dysregulation in internet gaming disorder and social media disorder

    Open Access•Lorrayne Stephane Soares, Lisa B Thorell et al.•Journal of Behavioral Addictions•2023

  • Compulsivity-related behavioral features of problematic usage of the internet

    Open Access•Lu Liu, Yuan-Wei Yao et al.•Journal of Behavioral Addictions•2024

  • Disentangling the effects of smartphone screen time, checking frequency, and problematic use on executive function

    Open Access•Wei Xing Toh, Wee Qin Ng et al.•Current Psychology•2023

  • Internet use and subsequent health and well-being in older adults

    Open Access•Atsushi Nakagomi, Koichiro Shiba et al.•Computers in Human Behavior•2022

  • Internet addiction in young adults

    Open Access•Raquel Lozano-Blasco, Alberto Quilez-Robres et al.•Computers in Human Behavior•2022

  • The three-factor model of Internet addiction

    Open Access•Zsolt Demetrovics, Beatrix Szeredi et al.•Behavior Research Methods•2008

  • A conceptual and methodological critique of internet addiction research

    Open Access•Daniel Kardefelt-Winther•Computers in Human Behavior•2013

  • The Compulsive Internet Use Scale (Cius)

    Open Access•Gert-Jan Meerkerk, Regina J J M Van Den Eijnden et al.•CyberPsychology & Behavior•2008

  • The relationship between addictive use of social media, narcissism, and self-esteem

    Open Access•Cecilie Schou Andreassen, Ståle Pallesen et al.•Addictive Behaviors•2016

  • Proposing an integrative, dynamic and transdiagnostic model for addictions

    Open Access•Bibiana Bolten Lucion Loreto, Anne Orgler Sordi et al.•Frontiers in Psychiatry•2024

  • Relationships between Severity of Internet Gaming Disorder, Severity of Problematic Social Media Use, Sleep Quality and Psychological Distress

    Open Access•Hiu Yan Wong, Hoi Yi Mo et al.•International Journal of…•2020

  • Internet Use and Quality of Life

    Open Access•Bo Qian, Mengmeng Huang et al.•International Journal of…•2022

  • Development of a Facebook Addiction Scale

    Open Access•Cecilie Schou Andreassen, Torbjorn Torsheim et al.•Psychological Reports•2012

  • Studying problems, not problematic usage

    Open Access•Adrian Meier•Mobile Media & Communication•2021

  • The association between problematic internet use and hedonic and eudaimonic well-being

    Open Access•Elena Stănculescu, Mark D Griffiths•Technology in Society•2024

  • Loneliness

    Howard M Bahr, Letitia Anne Peplau et al.•Contemporary Sociology A Journal…•1984

  • The Unity and Diversity of Executive Functions and Their Contributions to Complex “Frontal Lobe” Tasks

    Open Access•Akira Miyake, Naomi P Friedman et al.•Cognitive Psychology•2000

  • Internet Addiction

    Open Access•Kimberly S Young, Kimberly Young•American Behavioral Scientist•2004

Unique citing works1
Citations per year1
Citation span2026 - 2026 (1)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 1

Tools

Open DOIOpen Access
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae