Evidence map›Paper›PMID 42251394›Full record

ArticleBMC psychology2026

Smartphone addiction and its associated factors among public university students in Malaysia: a cross-sectional study.

Nor Asiah Muhamad, Nur Hasnah Ma'amor, Tengku Puteri Nadiah Tengku Baharudin Shah, Nurul Hidayah Jamalluddin, Fatin Norhasny Leman, 'Izzah 'Athirah Rosli, Nik Athirah Farhana Nik Azhan, Mohd Fadzli Mohamad Isa, Norliza Chemi, Muhammad Arif Muhamad Rasat and 4 more

Abstract read
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Article in BMC psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

14 authors.

Nor Asiah MuhamadSector for Evidence-based Healthcare, National Institutes of Health, Ministry of Health, Shah Alam, Selangor, Malaysia. norasiahdr@gmail.com.
Nur Hasnah Ma'amorSector for Evidence-based Healthcare, National Institutes of Health, Ministry of Health, Shah Alam, Selangor, Malaysia.
Tengku Puteri Nadiah Tengku Baharudin ShahSector for Evidence-based Healthcare, National Institutes of Health, Ministry of Health, Shah Alam, Selangor, Malaysia.
Nurul Hidayah JamalluddinSector for Evidence-based Healthcare, National Institutes of Health, Ministry of Health, Shah Alam, Selangor, Malaysia.
Fatin Norhasny LemanSector for Evidence-based Healthcare, National Institutes of Health, Ministry of Health, Shah Alam, Selangor, Malaysia.
'Izzah 'Athirah RosliSector for Evidence-based Healthcare, National Institutes of Health, Ministry of Health, Shah Alam, Selangor, Malaysia.
Nik Athirah Farhana Nik AzhanSector for Evidence-based Healthcare, National Institutes of Health, Ministry of Health, Shah Alam, Selangor, Malaysia.
Mohd Fadzli Mohamad IsaDepartment of Psychiatry and Mental Health, Kuala Lumpur Hospital, Ministry of Health, Kuala Lumpur, Malaysia.
Norliza ChemiDepartment of Psychiatric and Mental Health, Tengku Permaisuri Norashikin Hospital, Ministry of Health, Kajang, Selangor, Malaysia.
Muhammad Arif Muhamad RasatDepartment of Psychiatric and Mental Health, Sultanah Bahiyah Hospital, Ministry of Health, Alor Setar, Kedah, Malaysia.
Norni AbdullahDepartment of Psychiatry and Mental Health, Tengku Ampuan Rahimah Hospital, Ministry of Health, Klang, Selangor, Malaysia.
Mona Lisa Md RasipOccupational and Safety Health Unit, National Institutes of Health, Ministry of Health, Shah Alam, Selangor, Malaysia.
Norli Abdul JabbarNational Center of Excellent Mental Health (NCEMH), Ministry of Health, Cyberjaya, Selangor, Malaysia.
Nurashikin IbrahimNational Center of Excellent Mental Health (NCEMH), Ministry of Health, Cyberjaya, Selangor, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSmartphone use has become deeply embedded in daily life, particularly among university students, who may adopt it as a coping mechanism for psychological distress. Excessive or maladaptive use may lead to smartphone addiction, a growing public health concern linked to adverse mental health outcomes. This study aimed to determine the prevalence of smartphone addiction and examine its association with depression, anxiety, and loneliness among public university students in Malaysia.

methodsA cross-sectional online survey was conducted between July 2022 and January 2024 among 7,278 students from 20 Malaysian public universities. Data were collected using validated instruments, including the Smartphone Addiction Scale-Short Version (SAS-SV), Patient Health Questionnaire-9 (PHQ-9), Generalized Anxiety Disorder-7 (GAD-7), and the De Jong Gierveld Loneliness Scale (DJGLS-6). Descriptive statistics were used to estimate prevalence, and multivariable logistic regression was performed to identify associated factors of smartphone addiction.

resultsThe prevalence of smartphone addiction was 30.1%. Depression (42.6%), anxiety (41.9%), and loneliness (83.8%) were also highly prevalent. After adjustment, factors associated with smartphone addiction included female gender (AOR 1.148; 95% CI 1.021-1.291), Bumiputera Sabah or Sarawak ethnicity (AOR 1.235; 95% CI 1.031-1.479), higher academic year, and daily smartphone use exceeding 10 h (AOR 5.277; 95% CI 3.514-7.925). Depression (AOR 1.968; 95% CI 1.745-2.218), anxiety (AOR 2.060; 95% CI 1.789-2.372), and loneliness (AOR 1.438; 95% CI 1.207-1.714) were independently associated with smartphone addiction.

conclusionSmartphone addiction is common among Malaysian university students and is strongly associated with demographic factors, psychological distress, and excessive smartphone use. Interventions addressing mental well-being and promoting healthier digital behaviors are essential to reduce addiction risk in this population.

Indexed as

AnxietyBehavior, AddictiveDepressionInternet Addiction DisorderLonelinessSmartphoneStudentsAdolescentAdultCross-Sectional StudiesFemaleHumansMalaysiaMalePrevalenceUniversitiesAnxietyDepressionLonelinessMalaysiaSmartphone addictionUniversity students

Identifiers

PMID42251394
PMCPMC13459364

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LicenceCC BY-NC-ND
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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.