Table · dataset · 2026
Data Sheet 1_Psychological strain and support navigation in perceived academic-climate contexts: person-centered evidence for undergraduate wellbeing support.zip
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.3389/feduc.2026.1921380.s001
Description
Introduction<p>Student wellbeing in higher education depends partly on whether academic and support environments make help visible, legitimate, and usable.</p>Methods<p>Using anonymous cross-sectional survey data from 14,628 undergraduates at one university in China, we examined recurring patterns across seven non-clinical psychological-strain and support-navigation indicators. A three-class latent class analysis identified response patterns, and uncertainty-adjusted contextual modeling compared adjusted Broad-profile probabilities across year-of-study and perceived academic-climate contexts.</p>Results<p>The selected solution distinguished Low-strain adaptive, Meaning-social strain, and Broad support-navigation strain profiles.
Broad-profile probability increased from strong to weak perceived academic-climate contexts in every year group. The highest point estimate was for Grade 3 + weak (0.434; 95% CI, 0.370-0.498), but the Grade 3 + weak vs. Grade 2 + weak contrast included zero (difference, 0.067; 95% CI, -0.014 to 0.147), and the year-by-climate interaction was not significant (chi-squared = 5.28, df = 6, p = 0.508).</p>Discussion<p>The main finding is therefore a cross-sectional perceived academic-climate gradient rather than a distinct year-specific peak.
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Exploratory support-accessibility, coping-menu, and learning signals provide descriptive context. These associations are conditional on the selected specification and are intended to inform aggregate support review rather than define stable student types or institutional differences.</p>
Links
Where it is published
- DOI doi.org/10.3389/feduc.2026.1921380.s001 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Higher education · Higher education · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Social Science · Social Science · Teacher and student wellbeing · Teacher and student wellbeing
Provenance · 2 source records, 33 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33970249 | 10 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33970249 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:390303 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['higher education'] |
| concepts[field].anzsrc:field:390303 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['higher education'] |
| concepts[field].anzsrc:field:390412 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['student wellbeing'] |
| concepts[field].anzsrc:field:390412 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['student wellbeing'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |