Evidence map›Paper›PMID 42099732›Full record

ArticleFrontiers in psychology2026

Understanding academic resilience over time through psychological resources and social support in the Yangtze River Delta region of China.

Xingtong Yu, Mansor Abu Talib, Dan Wei

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

3 authors.

Xingtong YuFaculty of Social Sciences and Liberal Arts, UCSI University, Kuala Lumpur, Malaysia.
Mansor Abu TalibWellbeing Research Centre, UCSI University, Kuala Lumpur, Malaysia.
Dan WeiFaculty of Social Sciences and Liberal Arts, UCSI University, Kuala Lumpur, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Academic resilience is an important psychological resource that enables university students to cope with academic challenges and persist in demanding learning environments. Drawing on Social Cognitive Theory, this study examined the combined roles of social support, self-efficacy, self-esteem, and motivation in predicting academic resilience among university students in the Yangtze River Delta region of China. Methods: A three-wave time-lagged design was employed, with data collected over three consecutive academic semesters from a final analytical sample of 2,609 undergraduate and postgraduate students from the provinces of Zhejiang, Shanghai, and Jiangsu. A three-wave time-lagged structural equation modelling approach was used to examine whether earlier social support and psychological resources were prospectively associated with later academic resilience, while controlling for age, gender, and education level. Results and discussion: The results indicated that self-efficacy was the strongest predictor of academic resilience, followed by motivation and social support, all of which showed significant positive effects. Self-esteem also showed a positive association overall, although its effect varied across regions. Among the control variables, age and education level were significantly associated with academic resilience, whereas gender was not significant in the general model. Regional analyses further revealed meaningful variations in the strength and significance of the predictors across provinces. These findings highlight the importance of integrating psychological and environmental resources within a unified theoretical framework and underscore the role of contextual factors in shaping academic resilience. The study contributes to the academic resilience literature by providing evidence of prospective, time-lagged associations among key psychological and contextual factors and by offering practical implications for designing targeted interventions to strengthen students' adaptive capacity in higher education.

Indexed as

academic resiliencemotivationself-efficacyself-esteemsocial support

Identifiers

PMID42099732
PMCPMC13144122

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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.