Evidence map›Paper›PMID 42056247›Full record

ArticleScientific reports2026

Investigating peer network structure and english learning motivation among Saudi secondary school students using social network analysis.

Hafsa Pir Mukhtar, Sohil Alqazlan, Muhammad Ishtiaq, Yossef Mohamed Eid

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

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

4 authors.

Hafsa Pir MukhtarPreparatory year program, English department, University of Hail, Hail, Saudi Arabia.ORCID https://orcid.org/0009-0003-6466-5095
Sohil AlqazlanSpecial Education Department, College of Education, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia. sialqazlan@imamu.edu.sa.ORCID https://orcid.org/0009-0006-7774-8190
Muhammad IshtiaqDepartment of Computer Science, College of Engineering and Information Technology, Onaizah Colleges, Qassim, Saudi Arabia.ORCID https://orcid.org/0000-0002-9802-4857
Yossef Mohamed EidPsychology Department, College of Human and Administrative Studies, Onaizah Colleges, Qassim, Saudi Arabia.ORCID http://orcid.org/0000-0001-6932-4853

Funding

the Deanship of Scientific Research at Imam Mohammad Ibn Saud Islamic University (IMSIU) (grant number IMSIU-DDRSP2601)
6 · The paper itself

Abstract

This study investigates the relationship between classroom peer network structures and English learning motivation among secondary-level EFL learners in Saudi Arabia. Using social network analysis (SNA), the research examines (a) gender-based differences in network structural properties, (b) associations between learners' L2 motivation and their network positions, and (c) the extent of motivational homophily within peer networks. Data were collected through a questionnaire survey from 100 students enrolled in summer enrichment programs. Directed peer nomination data were used to construct classroom interaction networks, and network metrics, including density, reciprocity, and centrality, were computed. Results indicate modest structural differences between male and female networks, with males forming slightly denser and more reciprocal networks while females tend to occupy structurally more central positions within the network. However, no statistically significant associations were found between motivation levels and centrality measures, and no evidence of motivation-based homophily was observed. These findings suggest that learners' motivational dispositions were not systematically associated with their structural positioning within peer networks in this sample, indicating that network position alone may not correspond to differential motivational outcomes in classroom settings. Implications for language educators emphasize the potential value of intentionally structured peer interaction practices, rather than assuming that motivationally prominent students will naturally occupy structurally influential positions. The study contributes to understanding the structural and motivational dimensions of EFL learning and offers theoretical insight into the limited alignment between network structure and individual motivational variation, informing future research employing social network approaches in educational settings.

Indexed as

LearningMotivationPeer GroupSocial Network AnalysisStudentsAdolescentFemaleHumansMaleSaudi ArabiaSchoolsSocial GroupSurveys and QuestionnairesEFL learnersL2 motivationMotivational homophilyPeer network structureSaudi secondary studentsSocial network analysis

Identifiers

PMID42056247
PMCPMC13314935

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.