Evidence map›Paper›PMID 40743114›Full record

ArticlePloS one2025

Smartphone dependence, addiction, and insomnia among medical students during the COVID-19 pandemic.

Virgilio E Failoc-Rojas, Alicia Torres-Mera, Darwin A León-Figueroa, David Lira, Flor M Santander-Hernández, Miguel A Guevara-Morales, Cristian Díaz-Vélez, Mario J Valladares-Garrido

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Virgilio E Failoc-RojasVicerrectorado de Investigación, Universidad San Ignacio de Loyola, Lima, Peru.
Alicia Torres-MeraFacultad de Medicina, Universidad Nacional Pedro Ruiz Gallo, Lambayeque, Peru.
Darwin A León-FigueroaFacultad de Medicina, Universidad de San Martin de Porres, Chiclayo, Peru.ORCID https://orcid.org/0000-0001-7267-0204
David LiraServicio de Neurología, Instituto Peruano de Neurociencias, Lima, Perú.
Flor M Santander-HernándezUniversidad Cesar Vallejo, Piura, Peru.
Miguel A Guevara-MoralesUniversidad Cesar Vallejo, Piura, Peru.
Cristian Díaz-VélezInstituto Científico de investigación, Universidad Andina del Cusco, Cusco, Peru.
Mario J Valladares-GarridoEscuela de Medicina Humana, Universidad Señor de Sipán, Chiclayo, Peru.ORCID https://orcid.org/0000-0003-0839-2419

Funding

University of California Launching Future Leaders in Global Health Research Training ProgramD43TW009343 · FIC · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI CRAIG R COHEN, Sung-Jae Lee · 2017 to 2026
$14.7M
FIC NIH HHS D43 TW009343
6 · The paper itself

Abstract

introductionDuring the COVID-19 pandemic, smartphone use among students increased, even before going to sleep, which resulted in an increased risk of dependence, addiction, and sleep problems such as insomnia and daytime somnolence. The objective of this study was to determine the association between different levels of problematic smartphone use (dependence and addiction) and insomnia among medical students. In this study, "dependence" refers to subclinical, yet compulsive, smartphone use, while "addiction" denotes a more severe behavioral disruption involving loss of control and functional impairment. MATERIALS AND

methodsThis was a secondary cross-sectional study of a cohort of medical students from Piura (Peru) during the COVID-19 pandemic in 2020. The study included 370 participants. Insomnia was assessed using the Insomnia Severity Index, and the extent of smartphone use was determined using the Smartphone Dependence and Addiction Scale. A chi-squared test was used for the bivariate analysis, and prevalence ratios (PR) were estimated using Poisson regression with crude and adjusted models and 95% confidence intervals (CI).

resultsInsomnia was reported by 67.8% of participants. Smartphone dependence was identified in 67.8% of students, and 10.8% met the criteria for addiction. The prevalence of insomnia was notably higher among students aged ≥26 years (80.0%) and among those with symptoms of depression (79.3%) and anxiety (81.9%). After adjusting for potential confounders, students classified as dependent were 1.43 times more likely to report insomnia (aPR: 1.43; 95% CI: 1.10-1.86), while those classified as addicted showed an even higher association (aPR: 1.66; 95% CI: 1.26-2.17), compared to nondependent users.

conclusionBoth smartphone dependence and addiction were significantly associated with a higher prevalence of insomnia among medical students. These findings highlight the need for preventive strategies targeting problematic smartphone use to promote better sleep health in academic settings.

Indexed as

Behavior, AddictiveCOVID-19Internet Addiction DisorderSleep Initiation and Maintenance DisordersSmartphoneStudents, MedicalAdultCross-Sectional StudiesFemaleHumansMalePandemicsPrevalenceSARS-CoV-2Young Adult

Identifiers

PMID40743114
PMCPMC12312953

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.