Evidence map›Paper›PMID 41310025›Full record

ArticleScientific reports2025

Prevalence and predictors of problematic smartphone use in a sample of Spanish undergraduate students.

Enrique Ramón-Arbués, Emmanuel Echániz-Serrano, José Manuel Granada-López, Pedro José Satústegui-Dordá, María Teresa Fernández-Rodrigo, Lucía Sagarra-Romero

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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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

6 authors.

Enrique Ramón-ArbuésFaculty of Health Sciences, Universidad San Jorge, Autovía A-23, Km 299, Villanueva de Gállego, 50830, Zaragoza, Spain. eramon@usj.es.
Emmanuel Echániz-SerranoSAPIENF Research Group, University of Zaragoza, C/Pedro Cerbuna 12, Zaragoza, 50009, Spain.
José Manuel Granada-LópezSAPIENF Research Group, University of Zaragoza, C/Pedro Cerbuna 12, Zaragoza, 50009, Spain.
Pedro José Satústegui-DordáSAPIENF Research Group, University of Zaragoza, C/Pedro Cerbuna 12, Zaragoza, 50009, Spain.
María Teresa Fernández-RodrigoSAPIENF Research Group, University of Zaragoza, C/Pedro Cerbuna 12, Zaragoza, 50009, Spain.
Lucía Sagarra-RomeroFaculty of Health Sciences, Universidad San Jorge, Autovía A-23, Km 299, Villanueva de Gállego, 50830, Zaragoza, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The aim of this study was to determine the prevalence and predictors of problematic smartphone use (PSU) in a sample of young Spanish university students. A descriptive cross-sectional study was conducted in a sample of university students. An online questionnaire collected data on socio-demographic characteristics, health-related behaviours, loneliness, life satisfaction and smartphone use. PSU was assessed using the Smartphone Addiction Scale-Short Version. Logistic regression analysis was used to examine predictors of PSU. 545 students (52.5% female) participated in the study. PSU was present in 33.8% of participants. PSU was associated with duration of device use (OR = 1.39; 95%CI 1.22-1.58), smartphone use before sleep (OR = 3.31; 95%CI 1.32-8.30), preferred use for entertainment purposes (OR = 5.03; 95%CI 1.32-19.17), smoking (OR = 1.75; 95%CI 1.07-2.87), alcohol consumption (OR = 1.60; 95%CI 1.30-1.98) and loneliness (OR = 1.20; 95%CI 1.03-1.40). In contrast, high physical activity was a protective factor for PSU (OR = 0.55; 95%CI 0.31-0.98). Prevalence of PSU is high among Spanish university students. Loneliness, smartphone use habits and certain health-related behaviours are predictors of PSU. Our findings highlight the need to formulate policies and institutional guidelines that promoted a balanced use of technology.

Indexed as

Behavior, AddictiveInternet Addiction DisorderSmartphoneStudentsAdolescentAdultCross-Sectional StudiesFemaleHumansLonelinessMalePrevalenceSpainSurveys and QuestionnairesUniversitiesYoung AdultCollege studentsPredictorsProblematic smartphone useSmartphoneYoung adults

Identifiers

PMID41310025
PMCPMC12748829

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

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.