Evidence map›Paper›PMID 39989525›Full record

ArticleJournal of family medicine and primary care2025

Exploring smartphone utilization patterns, addiction, and associated factors in school-going adolescents: A mixed-method study.

Hemangi M Ladani, M Yogesh, Nidhi S Trivedi, Rohankumar B Gandhi, Dhruv Lakkad

Abstract read
In one paragraph

Article in Journal of family medicine and primary care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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0cells of the map it votes in
3citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Hemangi M LadaniDepartment of Community Medicine, Shri M P Shah Government Medical College, Jamnagar, Gujarat, India.
M YogeshDepartment of Community Medicine, Shri M P Shah Government Medical College, Jamnagar, Gujarat, India.
Nidhi S TrivediDepartment of Community Medicine, Shri M P Shah Government Medical College, Jamnagar, Gujarat, India.
Rohankumar B GandhiDepartment of Community Medicine, Shri M P Shah Government Medical College, Jamnagar, Gujarat, India.
Dhruv LakkadMedical Student, Shri M P Shah Government Medical College, Jamnagar, Gujarat, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Smartphone use and addiction among adolescents is an emerging public health concern. This study aimed to assess smartphone use, addiction, patterns of use, and associated factors among adolescents. Methods: An institutional-based mixed-method study was conducted among 560 adolescents aged 15-19 years. Data were collected on smartphone use, and addiction assessed by a Short Version of the Smartphone Addiction Scale (SAS-SV), patterns of use, and correlations with demographic factors, physical health, and psychological symptoms. Statistical analysis included percentages, logistic regression, and tests of significance. A Results: Smartphone use prevalence was 89.8% [95% CI (87.09%-92.49%)], and addiction prevalence was 64% [95% CI (62.66%-72.34%)] among users. Factors associated with smartphone use are statistically significant based on adjusted odds ratios (AOR), which were urban residence [2.5 (1.8-3.8)], use of handsfree kit [2.04 (1.56-2.95)], illiterate father's education [2.7 (1.9-7.8)], illiterate [2.38 (1.98-5.7)], primary/secondary educated [2.15 (1.06-4.3)] mother's education, and addiction [3.2 (1.7-4.3)]. Addicted users showed higher use for gaming, videos, and social media ( Conclusions: Smartphone addiction (SA) was highly prevalent among adolescents. Use patterns, such as gaming and social media, as well as perceptions of harm, were implicated in addiction risk. Tailored interventions are required to address this emerging public health problem among adolescents.

Indexed as

Academic performanceadolescent healthdigital behaviorscreen timesmartphone addictionsocial media use

Identifiers

PMID39989525
PMCPMC11845006

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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.