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References from Objective and perceived smartphone use volume, addiction risk, and deprivation feelings. Local targets link to admitted publications; unresolved targets remain external evidence.
The prevalence of smartphone addiction and its related risk factors among Palestinian high school students: A cross-sectional study
10.3389/fpsyt.2025.1636080 · 2025 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
2026 · External reference
Objective screen time and smartphone addiction symptoms in defining risky smartphone use: A cross-sectional study of university students
2026 · External reference
Problematic use of the mobile phone: A literature review and a pathways model
10.2174/157340012803520522 · 2012 · External reference
10.1007/s40429-015-0054-y · 2015 · Admitted local publication
Integrating psychological and neurobiological considerations regarding the development and maintenance of specific internet-use disorders: An interaction of person-affect-cognition-execution (I-PACE) model
10.1016/j.neubiorev.2016.08.033 · 2016 · External reference
Antecedents and consequences of problematic smartphone use: A systematic literature review of an emerging research area
10.1016/j.chb.2020.106414 · 2021 · External reference
Assessing the smartphone addiction risk and its associations with personality traits among adolescents
10.1016/j.childyouth.2018.08.006 · 2018 · External reference
A Rövid Okostelefon Addikció Kérdőív (ROTAK) és az Okostelefon Megvonási Tünetskála (OMT) validálása felnőtt mintán [Validation of the Brief Addiction to Smartphone Scale (BASS) and the Hungarian Smartphone Deprivation Inventory (HSDI) in an adult sample]
2019 · External reference
The psychometric properties of the smartphone application-based addiction scale (SABAS)
10.1007/s11469-017-9787-2 · 2018 · External reference
Impacts of smartphone usage on the digital wellbeing of university students: A systematic review
10.36948/ijfmr.2025.v07i04.50666 · 2025 · External reference
Fuzzy constructs in technology usage scales
10.1016/j.chb.2022.107206 · 2022 · External reference
Smartphone restriction and its effect on subjective withdrawal related scores
10.3389/fpsyg.2018.01444 · 2018 · External reference
Cognitive- and emotion-related dysfunctional coping processes: Transdiagnostic mechanisms explaining depression and anxiety’s relations with problematic smartphone use
10.1007/s40429-019-00260-4 · 2019 · External reference
Statistical power analyses using G*power 3.1: Tests for correlation and regression analyses
10.3758/brm.41.4.1149 · 2009 · External reference
Required sample size to detect the mediated effect
10.1111/j.1467-9280.2007.01882.x · 2007 · External reference
Do young people perceive their smartphone addiction as problematic? A study in Danish university college students
10.1016/j.heliyon.2023.e20368 · 2023 · External reference
Absence of objective differences between self-identified addicted and healthy smartphone users?
10.3390/ijerph18073702 · 2021 · External reference
A “components” model of addiction within a biopsychosocial framework
10.1080/14659890500114359 · 2005 · External reference
User acceptance of hedonic information systems
10.2307/25148660 · 2004 · External reference
The relationship between smartphone use and smartphone addiction: An examination of logged and self-reported behavior in a pre-registered, two-wave sample
10.1016/j.chb.2023.107822 · 2023 · External reference
Understanding the construction of “behavior” in smartphone addiction: A scoping review
2023 · External reference
Unresolved reference
External reference
Criterion validity of a research-based application for tracking screen time on Android and iOS smartphones and tablets
10.1016/j.chbr.2021.100164 · 2022 · External reference
Does exhaustion lead to problematic smartphone use or vice versa? — A loss of control perspective
2024 · External reference
The Google health digital well-being study: Protocol for a digital device use and well-being study
10.2196/49189 · 2024 · External reference
Global prevalence of digital addiction in general population: A systematic review and meta-analysis
10.1016/j.cpr.2022.102128 · 2022 · External reference
Agreement between self-reported and objectively measured smartphone use among adolescents and adults
10.1016/j.chbr.2024.100569 · 2025 · External reference
How to overcome taxonomical problems in the study of internet use disorders and what to do with “smartphone addiction”?
10.1556/2006.8.2019.59 · 2021 · External reference
Unresolved reference
1994 · External reference
Smartphone addiction, risk factors and its adverse effects in nursing students: A systematic review and meta-analysis
10.1016/j.nedt.2020.104741 · 2021 · External reference
Is smartphone addiction really an addiction?
10.1556/2006.7.2018.49 · 2018 · External reference
Recognition of smartphone dependence of adolescents at risk of smartphone addiction
10.37727/jkdas.2019.21.4.2095 · 2019 · External reference
A systematic review and meta-analysis of discrepancies between logged and self-reported digital media use
10.1038/s41562-021-01117-5 · 2021 · External reference
Determination of the cutoff point for smartphone application-based addiction scale for adolescents: A latent profile analysis
10.1186/s12888-023-05170-4 · 2023 · External reference
Do regular exercise, gender, and age influence smartphone addiction? Analyzing screen time and smartphone deprivation symptoms
10.3389/fpsyg.2025.1586762 · 2025 · External reference
Could physical activity alleviate smartphone addiction in university students? A systematic literature review
10.1016/j.pmedr.2024.102744 · 2024 · External reference
One-year update on physical activity and smartphone addiction in university students: A systematic review of novel research
10.1016/j.pmedr.2025.103178 · 2025 · External reference
Is the smartphone friend and foe? Benefits and costs of self-reported smartphone use for important life domains in a representative German sample
10.1007/s12144-022-03593-y · 2022 · External reference
Lavaan: An R package for structural equation modeling
10.18637/jss.v048.i02 · 2012 · External reference
Convenience sampling
10.1136/bmj.f6304 · 2013 · External reference
A meta-analysis of smartphone addiction and behavioral outcomes
2021 · External reference
Factors associated with smartphone addiction: A comparative study between Japanese and Thai high school students
10.1371/journal.pone.0238459 · 2020 · External reference
Hedonic use, stress, and life satisfaction as predictors of smartphone addiction
10.1016/j.abrep.2022.100411 · 2022 · External reference
Psychometric properties of the Serbian smartphone application-based addiction scale (SABAS) and validation of the English version among non-native English speakers
10.1007/s11469-023-01013-1 · 2023 · External reference
Declaration of Helsinki: Ethical principles for medical research involving human subjects
10.1001/jama.2013.281053 · 2013 · External reference
A bibliometric analysis to identify research trends in intervention programs for smartphone addiction
10.3390/ijerph20053840 · 2023 · External reference
Reconsidering baron and Kenny: Myths and truths about mediation analysis
10.1086/651257 · 2010 · External reference