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Record W4410233203 · doi:10.54097/07fqa170

The Role of Social Media in Enhancing Collaborative Learning in Online Education

2025· article· en· W4410233203 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Education Humanities and Social Sciences · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Methods and Impacts
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsSocial mediaCollaborative learningOnline learningPsychologyComputer scienceSociologyMathematics educationMultimediaWorld Wide Web

Abstract

fetched live from OpenAlex

This research explores the impact of social media as a tool for enhancing online education, focusing on its role in fostering collaborative learning. With the rise of online education, especially during the COVID-19 pandemic, social media platforms like Facebook and WhatsApp have transitioned from mere networking sites to integral components of digital learning environments. This research highlights the advantages of social media in educational settings, such as increased student engagement, the facilitation of peer-to-peer interaction, and improved access to diverse resources. The study also addresses theoretical frameworks, including Vygotsky's social constructivism, which underscores the role of social interaction in knowledge acquisition, and the Technology Acceptance Model, which examines factors influencing the use of social media in education. Despite the benefits, the study acknowledges challenges, including privacy concerns, information overload, and potential distractions. These limitations require careful consideration and strategic management to maximize the educational potential of social media. The findings suggest that, when properly utilized, social media can enhance online learning by promoting inclusivity, motivation, and academic performance. The paper concludes with recommendations for integrating social media into educational practice, proposing guidelines for balancing its educational advantages with privacy and focus concerns. Future research should continue to explore best practices for using social media to support effective digital learning.

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.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.455
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.053
GPT teacher head0.433
Teacher spread0.380 · 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