Evidence map›Paper›PMID 34157026›Full record

ArticlePloS one2021

Addictive use of digital devices in young children: Associations with delay discounting, self-control and academic performance.

Tim Schulz van Endert

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07123194 (The Effect of Art-Based Nursing Intervention Helping to Develop Healthy Digital Habits on Digital Addiction, Cyberbullying and Self-Efficacy in Adolescents), which is not on this map. Cited by 18 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 1 pooled it
16.7field-weighted citation impact, top 1% of its field
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.

NCT07123194 narecruitingnot on this mapstarted 2025, after this paper: background citation

The Effect of Art-Based Nursing Intervention Helping to Develop Healthy Digital Habits on Digital Addiction, Cyberbullying and Self-Efficacy in Adolescents

TypeinterventionalSponsorSelcuk UniversityRan2025 to 2026Enrolled64ConditionsDigital Addiction, Art Therapy, Cyberbullying, Self EfficacyArmsAn Arts-Based Nursing Intervention Program to Help Develop Healthy Digital Habits
3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 1 synthesis or guideline pooled it, 64 citations in OpenAlex.

  1. Pooled it
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  14. A Holistic Investigation of the Relationship between Digital Addiction and Academic Achievement among Students.European journal of investigation in health, psychology and education · 2023
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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

1 author at 1 institution in 1 country.

Tim Schulz van EndertSchool of Business and Economics, Freie Universität, Berlin, Germany.ORCID 0000-0002-9953-0022
Berlin School of Economics and Law · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The use of smartphones, tablets and laptops/PCs has become ingrained in adults' and increasingly in children's lives, which has sparked a debate about the risk of addiction to digital devices. Previous research has linked specific use of digital devices (e.g. online gaming, smartphone screen time) with impulsive behavior in the context of intertemporal choice among adolescents and adults. However, not much is known about children's addictive behavior towards digital devices and its relationship to personality factors and academic performance. This study investigated the associations between addictive use of digital devices, self-reported usage duration, delay discounting, self-control and academic success in children aged 10 to 13. Addictive use of digital devices was positively related to delay discounting, but self-control confounded the relationship between the two variables. Furthermore, self-control and self-reported usage duration but not the degree of addictive use predicted the most recent grade average. These findings indicate that children's problematic behavior towards digital devices compares to other maladaptive behaviors (e.g. substance abuse, pathological gambling) in terms of impulsive choice and point towards the key role self-control seems to play in lowering a potential risk of digital addiction.

Indexed as

Self ReportAcademic PerformanceAdolescentBehavior, AddictiveChildDelay DiscountingFemaleGermanyHumansImpulsive BehaviorMaleSelf-ControlSmartphoneSurveys and Questionnaires

Identifiers

PMID34157026
PMCPMC8219150
OpenAlexW3177307576

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.