Evidence map›Paper›PMID 42099726›Full record

ArticleFrontiers in psychology2026

The association between academic self-esteem and college students' positive psychological qualities: the mediating role of general self-efficacy.

Jing Li, Xianghui Yan

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. 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

2 authors.

Jing LiAnhui Water Conservancy Technical College, Hefei, Anhui, China.
Xianghui YanDepartment of Education and Psychology, Southwest Minzu University, Chengdu, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Previous studies have primarily focused on the various psychological factors influencing college students' well-being, yet research on the specific role of academic self-esteem in fostering positive psychological qualities remains limited, especially when considering the mediating effect of general self-efficacy. Existing relevant research has only verified the potential mediating role of general self-efficacy in similar psychological construct relationships, failing to explicitly identify the specific type of mediation or quantify the relative contributions of direct and indirect effects. Meanwhile, empirical evidence for this association is scarce within the cultural and educational context of Chinese college students. This study aims to explore the association between academic self-esteem and college students' positive psychological qualities, and to examine the mediating role of general self-efficacy, identifying its specific mediation type and quantifying the contribution ratios of direct and indirect effects. Methodology: The study was conducted online among students from six universities and vocational colleges in Anhui, Zhejiang, and Sichuan Provinces of China, with a total of 1,025 participants completing self-reported electronic questionnaires. After strict screening of valid responses, 940 valid questionnaires were collected. Mediation analysis was performed using the PROCESS macro (Model 4) with the bias-corrected percentile Bootstrap method to verify the specific mediation type and quantify the effect size of general self-efficacy in the relationship between academic self-esteem and positive psychological qualities. Results: Showed that academic self-esteem was significantly and positively associated with positive psychological qualities ( Conclusion: Enhancing college students' academic self-esteem and general self-efficacy not only promotes their positive psychological qualities more effectively but also improves their mental health. This study makes three notable contributions to the existing literature. First, it explicitly identifies the mediating role of general self-efficacy between academic self-esteem and positive psychological qualities as partial complementary mediation, addressing the deficiency of previous research that only verified the existence of a mediating effect without identifying its specific type. Second, it quantifies the relative contribution ratios of direct and indirect effects, achieving an in-depth decomposition of the statistical mediation pathway. Third, it empirically validates the dual pathway of direct prediction and indirect mediation through general self-efficacy among Chinese undergraduate and vocational college students, enriching cross-cultural empirical research on positive psychological quality cultivation and providing a more precise theoretical basis for targeted psychological interventions.

Indexed as

academic self-esteemcollege studentsmediating rolepositive psychological qualitiesself-efficacy

Identifiers

PMID42099726
PMCPMC13143648

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.