Table · dataset · 2026
Supplementary file 1_Psychological resilience profiles and their psychosocial correlates among adults with prediabetes: a latent profile analysis.doc
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.3389/fpsyt.2026.1934725.s001
Background<p>Prediabetes is a high-risk metabolic state with a rapidly increasing global prevalence.
Description
Beyond its metabolic consequences, individuals with prediabetes face an elevated risk of depression and psychological distress. Psychological resilience, a key protective factor for mental health, may play an important role; however, its heterogeneity and associated factors in this population remain unclear.
This study aimed to identify latent profiles of psychological resilience and examine their associated factors within this population.</p>Methods<p>This cross-sectional study enrolled 315 adult patients with prediabetes. Data were collected using validated questionnaires designed to evaluate psychological resilience (CD-RISC-10), self-efficacy (GSES), social support (SSRS), and illness perception (BIPQ). Latent profile analysis (LPA) was performed in Mplus 8.3 to identify unobserved subgroups of psychological resilience.
Read the rest (3 more)
Model fit was evaluated using AIC, BIC, adjusted BIC, entropy,the BLRT, and the LMR-LRT, together with interpretability. Multinomial logistic regression analysis was conducted to identify factors associated with latent profile membership.</p>Results<p>The mean psychological resilience score among adults with prediabetes was 28.56 ± 7.19, indicating a moderate level. Latent profile analysis identified three distinct subgroups of psychological resilience: the low-resilience profile (n = 58, 18.4%), the moderate-resilience profile (n = 152, 48.3%), and the high-resilience profile (n = 105, 33.3%), indicating marked heterogeneity in resilience patterns.
Multinomial logistic regression analysis showed that self-efficacy, social support, medical payment method, and marital status were independently associated with latent profile membership.</p>Conclusion<p>This study identified three distinct latent profiles of psychological resilience among adults with prediabetes, revealing substantial heterogeneity within this population. Self-efficacy, social support, marital status, and medical payment method are key factors associated with profile membership.
These findings highlight the importance of incorporating psychological and social determinants into targeted nursing interventions to enhance resilience in this population.</p>
Links
Where it is published
- DOI doi.org/10.3389/fpsyt.2026.1934725.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 · 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
- Inferred from text
- Midwifery 72%
Provenance · 2 source records, 30 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33981427 | 12 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33981427 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:group:4204 | enrichment · figshare com | taxonomy-embedding@1.0.0 | title+keywords+description (72%) |
| 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 · 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: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 · 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: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 · figshare com | connector:figshare_com@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: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 · 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 | |
| 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 |