Evidence map›Paper›PMID 40999592›Full record

ArticleBrain and behavior2025

Problematic Social Media Use Among University Entrance Test-Takers: Prevalence, Psychosocial Factors, and a Mediation-Moderation Model.

Mohammad Majharul Islam, Shikder Mohammad Rakibul Hasan, Akihiro Masuyama, Farzana Tayeeba, Md Faruk Islam, Nayeem Hasan Obhi, Miftahul Jannat Tahia, Ayesha Siddika Khan Sayma, Moneerah Mohammad ALmerab, Debasruti Ghosh and 3 more

Abstract read
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Article in Brain and behavior, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing 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

2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

13 authors.

Mohammad Majharul IslamCHINTA Research Bangladesh, Dhaka, Bangladesh.
Shikder Mohammad Rakibul HasanCHINTA Research Bangladesh, Dhaka, Bangladesh.
Akihiro MasuyamaDepartment of Psychology, Aichi University of Education, Kariya, Aichi, Japan.
Farzana TayeebaDepartment of Government and Politics, Jahangirnagar University, Savar, Dhaka, Bangladesh.
Md Faruk IslamDepartment of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka, Bangladesh.
Nayeem Hasan ObhiDepartment of Government and Politics, Jahangirnagar University, Savar, Dhaka, Bangladesh.
Miftahul Jannat TahiaDepartment of Government and Politics, Jahangirnagar University, Savar, Dhaka, Bangladesh.
Ayesha Siddika Khan SaymaDepartment of Pharmacy, Jahangirnagar University, Savar, Dhaka, Bangladesh.
Moneerah Mohammad ALmerabDepartment of Psychology, College of Education and Human Development, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia.
Debasruti GhoshDepartment of Psychology, MDDM College, Babasaheb Bhimrao Ambedkar Bihar University, Muzaffarpur, Bihar, India.
Saurabh RajDepartment of Psychology, Ramdayalu Singh College, Babasaheb Bhimrao Ambedkar Bihar University, Muzaffarpur, Bihar, India.
Mohammed A MamunCHINTA Research Bangladesh, Dhaka, Bangladesh.
Firoj Al-MamunCHINTA Research Bangladesh, Dhaka, Bangladesh.

Funding

Princess Nourah Bint Abdulrahman UniversityPrincess Nourah Bint Abdulrahman University Researchers PNURSP2025R563
6 · The paper itself

Abstract

backgroundSocial media has become integral to daily life, but problematic social media use (PSMU) is an emerging public health concern. Few studies have specifically examined PSMU among university admission test-takers. This study aimed to investigate the prevalence and predictors of PSMU, the mediating role of social media use duration and the moderating effect of perceived social support on the relationship between psychological distress and PSMU among university entrance test-takers in Bangladesh.

methodA cross-sectional study was conducted in February 2025, involving 1139 students preparing for university admission tests. Data on sociodemographic, admission-related factors, mental health symptoms, perceived stress, social support, and PSMU were collected. Data analysis involved Chi-square tests, logistic regression, and structural equation modeling (SEM) using IBM SPSS 26 and R (lavaan package).

resultsThe prevalence of PSMU was 21.2%. Logistic regression analysis revealed that social media use duration, cigarette smoking, fracture in body parts, depression (OR = 1.60, 95% CI = 1.10-2.34), and high stress (OR = 1.65, 95% CI = 1.03-2.64) had significantly increased odds of developing PSMU. Participants with moderate social support had higher likelihood of PSMU (OR = 1.51, 95% CI: 1.05-2.16). SEM analysis indicated that anxiety (β = 0.37, p = 0.009) and stress (β = 0.27, p < 0.001) had significant direct effects on PSMU, whereas depression did not directly influence PSMU. Social media use duration significantly mediated 24.7% of the effect of stress on PSMU (indirect β = 0.089, p = 0.003), but no significant mediation was found for anxiety or depression. Perceived social support did not significantly moderate the relationships between psychological distress and PSMU.

conclusionAnxiety, stress, and social media usage duration contribute to PSMU. These results inform targeted interventions to mitigate PSMU behaviors and support mental health in this vulnerable group.

Indexed as

Social MediaStudentsAdolescentAdultBangladeshCross-Sectional StudiesDepressionFemaleHumansMalePrevalencePsychological DistressSocial SupportStress, PsychologicalUniversitiesYoung Adultanxietydepressionperceived social supportproblematic social media usepsychological distressstress

Identifiers

PMID40999592
PMCPMC12463700

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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.