ArticleAttention, perception & psychophysics2023
Problematic smartphone usage, objective smartphone engagement, and executive functions: A latent variable analysis.
Article in Attention, perception & psychophysics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
What it found
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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.
The trial behind it
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Examining the relationship between language development, executive function, and screen time: A systematic review.PloS one · 2024Pooled it
- Executive Functioning as a Mediator Between Digital Media Exposure and Communication Outcomes in Children and Adolescents.Journal of Intelligence · 2026Article
- Short-form video usage and cognitive function among rural older adults in northern China: a cross-sectional study.Frontiers in public health · 2026Article
- Brief Virtual Reality and Mixed Reality Mindfulness Breathing Exercise for Emotional Well-Being and Cognitive Functions in University Students: Within-Subjects Experimental Design Study.JMIR XR and spatial computing · 2026Article
- Screen time, smartphone addiction, and executive-motor function in Tunisian middle school students.Frontiers in psychology · 2026Article
- Difficulty in Attention Switching and Its Neural Basis in Problematic Smartphone Use.Brain sciences · 2025Article
- Evaluation of Social Media Addiction and Its Relationship with Anxiety and Academic Performance Among Medical and Non-Medical Students: A Cross-Sectional Study from Saudi Arabia.Healthcare (Basel, Switzerland) · 2025Article
- Reels to Remembrance: Attention Partially Mediates the Relationship Between Short-Form Video Addiction and Memory Function Among Youth.Healthcare (Basel, Switzerland) · 2025Article
- Associations between mobile phone involvement, BMI levels, and sleep quality among Chinese university students: evidence from a multi-regional large-scale survey.Frontiers in public health · 2025Article
- The Role of Smartphone Use in Sensory Processing: Differences Between Adolescents with ADHD and Typical Development.International journal of environmental research and public health · 2024Article
- Relationship Between Problematic Smartphone Use and Graduate Students' Research Self-Efficacy: A Moderated Mediation Model.Behavioral sciences (Basel, Switzerland) · 2024Article
- The associations among type D personality and nomophobia, metacognitions about smartphone use, smartphone addiction in Chinese university freshmen: a two-wave study.BMC psychiatry · 2024Article
- The mediating effect of attentional impulsivity between mindfulness and problematic smartphone use.BMC psychiatry · 2024Article
- The Relationships between Effortful Control, Mind Wandering, and Mobile Phone Addiction Based on Network Analysis.Healthcare (Basel, Switzerland) · 2024Article
- Iconic logic: the visual art of drawing the right conclusion.Frontiers in psychology · 2024Review
- Problematic Smartphone Usage in Singaporean University Students: An Analysis of Self-Reported Versus Objectively Measured Smartphone Usage Patterns.Healthcare (Basel, Switzerland) · 2023Article
- The neuropsychological profile of work addiction.Scientific reports · 2023Article
- Relationship between Problematic Smartphone Use, Sleep Quality and Bedtime Procrastination: A Mediation Analysis.Behavioral sciences (Basel, Switzerland) · 2023Article
- Do executive functions buffer against COVID-19 stress?: A latent variable approach.Current psychology (New Brunswick, N.J.) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The negative consequences of smartphone usage have seen frequent discourse in popular media. While existing studies seek to resolve these debates in relation to executive functions, findings are still limited and mixed. This is partly due to the lack of conceptual clarity about smartphone usage, the use of self-reported measures, and problems related to task impurity. Addressing these limitations, the current study utilizes a latent variable approach to examine various types of smartphone usage, including objectively measured data-logged screen time and screen-checking, and nine executive function tasks in 260 young adults through a multi-session study. Our structural equation models showed no evidence that self-reported normative smartphone usage, objective screen time, and objective screen-checking are associated with deficits in latent factors of inhibitory control, task-switching, and working memory capacity. Only self-reported problematic smartphone usage was associated with deficits in latent factor task-switching. These findings shed light on the boundary conditions of the link between smartphone usage and executive functions and suggest that smartphone usage in moderation may not have inherent harms on cognitive functions.
Indexed as
Identifiers
37188861What OpenQuestion holds
Registered trials
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.