Evidence map›Paper›PMID 41699723›Full record

ArticleBMC psychology2026

The relationship between freshmen's perceived social support and learning flow: the chain mediating role of perceived stress and depression.

Ye Lin, Xixi Wang, Zhengmei Zhou, Yan Li, Li Liu, Yuanyuan Zhang, Zijiao Zhou, Xiaona Li

Abstract read
In one paragraph

Article in BMC 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

8 authors.

Ye Lin *School of Medicine and Health Engineering, Changzhou University, Changzhou, Jiangsu, 213100, China.
Xixi Wang *Department of Health Service Support, Naval Medical University, Shanghai, 200433, China.
Zhengmei ZhouSchool of Petrochemical Engineering, Changzhou University, Changzhou, Jiangsu, 213100, China.
Yan LiSchool of Medicine and Health Engineering, Changzhou University, Changzhou, Jiangsu, 213100, China.
Li LiuSchool of Medicine and Health Engineering, Changzhou University, Changzhou, Jiangsu, 213100, China.
Yuanyuan ZhangSchool of Medicine and Health Engineering, Changzhou University, Changzhou, Jiangsu, 213100, China.
Zijiao ZhouSchool of Medicine and Health Engineering, Changzhou University, Changzhou, Jiangsu, 213100, China.
Xiaona LiDepartment of Nursing, The Second People's Hospital of Changzhou, the Third Affliated Hospital of Nanjing Medical University, Changzhou, 213003, China. lxncz@aliyun.com.

Funding

Changzhou Social Science Research Project CZSKL-2024B0089Changzhou University Education and Teaching Research Subject GJY2024008Changzhou University Education and Teaching Research Subject GJY2025011Jiangsu Higher Education Teaching Reform Program 2021JSJG005Nanjing Medical University Educational Research Subject 2023ZD010
6 · The paper itself

Abstract

purposeLearning flow is a crucial psychological state that enhances academic engagement and well-being, yet its formation among freshmen remains underexplored. This study aimed to explore the relationships between perceived social support, perceived stress, depression, and learning flow among freshmen, and test a chain mediation model in which perceived stress and depression link perceived social support to learning flow.

methodsA cross-sectional questionnaire survey was conducted among 805 freshmen from a comprehensive university in China. The assessment of key variables was conducted using four validated scales, including the Perceived Social Support Scale, the Perceived Stress Scale, the 9-item Patient Health Questionnaire, and the Flow Short Scale. Regression analysis was performed using the PROCESS macro (Model 6), and the significance of indirect effects was tested through the Bootstrap method with 5,000 resamples.

resultsThe results indicated that: (1) freshmen's learning flow was at a moderate level, with room for improvement; (2) perceived social support was significantly and positively associated with learning flow (β = 0.324, p < 0.001); (3) perceived stress mediated the relationship between perceived social support and learning flow (indirect effect = 0.167, 27.9% of the total effect); (4) depression also served as a mediator between perceived social support and learning flow (indirect effect = 0.054, 9.0% of the total effect); (5) perceived stress and depression played a chain mediating role between perceived social support and learning flow (indirect effect = 0.054, 9.0% of the total effect). The total indirect effect accounted for 45.9% of the total effect.

conclusionThis study revealed that perceived social support is related to freshmen's learning flow through psychological health variables, providing empirical evidence and practical insights for promoting psychological well-being and learning engagement in higher education.

Indexed as

DepressionLearningSocial SupportStress, PsychologicalStudentsAdolescentAdultChinaCross-Sectional StudiesFemaleHumansMaleSubjective StressSurveys and QuestionnairesUniversitiesYoung AdultChain mediationDepressionFreshmenLearning flowPerceived social supportPerceived stress

Identifiers

PMID41699723
PMCPMC13015123

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.