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Record W4413920557 · doi:10.22215/cujs.v5i1.5290

Stress, Social Anxiety, and Problematic Social Media Use: The Role of Coping Styles

2025· article· en· W4413920557 on OpenAlexaff
Lina Alzamel, Holly Shannon, Synthia Guimond, Kim Hellemans

Bibliographic record

VenueCarleton undergraduate journal of science. · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicImpact of Technology on Adolescents
Canadian institutionsCarleton UniversityRoyal Ottawa Mental Health Centre
Fundersnot available
KeywordsPsychologyCoping (psychology)Social anxietyAnxietySocial stressSocial psychologySocial mediaStress (linguistics)Clinical psychologyDevelopmental psychologyPolitical sciencePsychiatry

Abstract

fetched live from OpenAlex

Problematic social media use (PSMU) is a growing concern among undergraduate students with emerging evidence linking it to elevated stress and poor mental health. However, the relationship between social anxiety and PSMU remains underexplored, especially whilst considering stress and coping. This study examines these relationships while incorporating coping styles to assess the role of emotion, avoidance, and problem-focused coping. We aim to investigate the association between perceived stress, social anxiety and PSMU, in addition to the mediating and moderating role of coping styles. A sample of 100 undergraduate students from Carleton University completed self-report measures, including the Bergen Social Media Addiction Scale (BSMAS), Perceived Stress Scale (PSS), Liebowitz Social Anxiety Scale (LSAS), and the Short Survey of Coping Profile Endorsement (SCOPE). Results yielded a significant positive correlation between PSMU and emotion-focused coping and perceived stress. Linear regression analysis revealed a significant positive correlation between perceived stress and social anxiety, yet neither variable significantly predicted PSMU. Coping styles did not significantly moderate the relationship between stress and PSMU or mediate the relationship between social anxiety and PSMU. These findings suggest that the relationship between stress, social anxiety, and PSMU may be more complex and context dependent. While stress and social anxiety remain closely linked, their impact on PSMU may be moderated by other factors, such as motivation for social media use. These results underscore the need for further research to clarify the role coping styles play and the mechanisms underlying PSMU to inform targeted interventions for at-risk student populations.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.142
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.007
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.017
GPT teacher head0.297
Teacher spread0.280 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueCarleton undergraduate journal of science.Same topicImpact of Technology on AdolescentsFrench-language works237,207