Evidence map›Paper›PMID 41851805›Full record

ArticleBMC psychology2026

The mediating role of TikTok addiction in the relationship between depression, anxiety, academic stress, and academic performance among university students.

Ahmed Abdullahi Mohamud, Jamal Abdulkadir Mohamed

Abstract read
In one paragraph

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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0citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Ahmed Abdullahi MohamudInstitute of Modern Languages (IML), SIMAD University, Mogadishu, Somalia.ORCID http://orcid.org/0009-0005-3038-1363
Jamal Abdulkadir MohamedDepartment of Information Technology, Faculty of Engineering and Computing, INTI International University, Kampung Baharu Nilai, Malaysia. Jamalawale10@gmail.com.ORCID http://orcid.org/0009-0001-1791-4680

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Existing literature suggests that problematic engagement with short-video platforms is associated with adverse psychological and educational outcomes, including heightened anxiety, depressive symptoms, and lower academic involvement. As TikTok continues to expand rapidly across African contexts, concerns regarding its potentially addictive use among university students have increased. However, empirical evidence from developing digital environments such as Somalia remains limited, and the behavioral pathways linking psychological distress to academic functioning are still underexplored. Guided by the Integrative Pathways Model, this study examined the associations of depression, anxiety, and academic stress with academic performance, while exploring the potential role of TikTok addiction as a behavioral pathway linking these variables. A quantitative cross-sectional design was employed using data collected from 384 university students in Mogadishu. Participants completed standardized self-report questionnaires, and Partial Least Squares Structural Equation Modeling (PLS-SEM) was applied to assess measurement and structural models. All constructs demonstrated satisfactory psychometric properties (Cronbach’s α = 0.83–0.89; CR = 0.83–0.90; AVE = 0.685–0.757). The structural model explained 31% of the variance in TikTok addiction and 49% of the variance in academic performance. The results indicated that academic stress and anxiety were positively and significantly associated with TikTok addiction, with academic stress emerging as the strongest predictor. In contrast, depression was not significantly associated with TikTok addiction. Furthermore, TikTok addiction demonstrated a strong and statistically significant association with academic performance, reflecting the operationalization of the academic performance construct used in this study. Overall, the findings suggest that TikTok addiction may represent an important behavioral pathway linking academic stress and anxiety to students’ academic functioning. These results are broadly consistent with prior international research and highlight the importance of context-sensitive, university-level initiatives that support students’ mental well-being and stress management while promoting healthier digital engagement patterns.

Indexed as

Academic PerformanceAnxietyBehavior, AddictiveDepressionInternet Addiction DisorderStress, PsychologicalStudentsAcademiaAdolescentAdultCross-Sectional StudiesDigital MediaFemaleHumansMaleUniversitiesAcademic performanceAcademic stressAnxietyDepressionSomaliaTikTok addictionUniversity students

Identifiers

PMID41851805
PMCPMC13113036

What OpenQuestion holds

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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.