Evidence map›Paper›PMID 41526026›Full record

ArticleBMJ open2026

Impact of self-directed learning ability on undergraduate nursing students' learning engagement: the chain-mediating role of academic buoyancy and academic burnout in a cross-sectional study.

Yang Liu, Jiayu Sun, Bin Yang, Yanlong Li, Pilong Shi, Xinyuan Li, Pin Wang, Wenting Lu

Abstract read
In one paragraph

Article in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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.

Yang Liu *Harbin Medical University - Daqing Campus, Daqing, Heilongjiang, China.ORCID http://orcid.org/0009-0009-8140-742X
Jiayu Sun *Harbin Medical University - Daqing Campus, Daqing, Heilongjiang, China.ORCID http://orcid.org/0009-0009-3458-1492
Bin YangHarbin Medical University - Daqing Campus, Daqing, Heilongjiang, China.ORCID http://orcid.org/0009-0001-6453-8120
Yanlong LiHarbin Medical University - Daqing Campus, Daqing, Heilongjiang, China.
Pilong ShiHarbin Medical University - Daqing Campus, Daqing, Heilongjiang, China.
Xinyuan LiHarbin Medical University - Daqing Campus, Daqing, Heilongjiang, China.
Pin WangThe Second Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China 18345992166@163.com 970312000@qq.com.
Wenting LuHarbin Medical University - Daqing Campus, Daqing, Heilongjiang, China 18345992166@163.com 970312000@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo explore the chain-mediating role of academic buoyancy and academic burnout between self-directed learning ability (SDLA) and learning engagement in undergraduate nursing students.

designA cross-sectional survey. SETTING AND

participantsThis study was conducted in December 2024, involving 239 nursing undergraduates from a university in Daqing city, Heilongjiang province.

methodsIndependent samples t-tests and analysis of variance were employed to examine the relationships between undergraduate nursing students' characteristics and learning engagement. Pearson correlation analysis was used to analyse the correlations among the variables. Based on self-determination theory, the chain-mediating effects of academic buoyancy and academic burnout between self-directed learning ability and learning engagement were tested using Model 6 of the SPSS PROCESS macro (V.3.5), with bootstrap samples set to 5000.

resultsA total of 239 undergraduate nursing students were included in the analysis, of whom 84.94% were female. The sample comprised students from all academic years, including first-year (27.62%), second-year (33.47%), third-year (17.57%) and final-year students (21.34%). Most participants selected nursing as a voluntary major choice (62.34%), and 43.51% were from urban areas. The 239 undergraduate nursing students scored 72.26±10.26 on SDLA, 14.90±2.64 on academic buoyancy, 53.75±9.33 on academic burnout and 50.81±7.64 on learning engagement. SDLA and academic buoyancy were positively correlated with learning engagement (all p<0.05), while academic burnout was negatively correlated with learning engagement (p<0.05). The chain-mediating effect of academic buoyancy and academic burnout between SDLA and learning engagement was identified, with a total indirect effect of 0.255, accounting for 37.89% of the total effect. Notably, academic buoyancy served as a significant mediator between SDLA and learning engagement, whereas the mediating effect of academic burnout between SDLA and learning engagement was not statistically significant.

conclusionSDLA is associated with higher learning engagement among nursing students through academic buoyancy and reduced academic burnout. These findings highlight the importance of developing SDLA and clarify the mediating roles of academic buoyancy and burnout in this relationship, providing valuable insights for enhancing learning engagement in nursing education.

Indexed as

Burnout, ProfessionalEducation, Nursing, BaccalaureateLearningSelf-Directed Learning as TopicStudents, NursingAcademiaAdultChinaCross-Sectional StudiesFemaleHumansMaleSurveys and QuestionnairesYoung AdultEducation, MedicalEDUCATION & TRAINING (see Medical Education & Training)Nurses

Identifiers

PMID41526026
PMCPMC12815167

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.