Evidence map›Paper›PMID 41408532›Full record

ArticleBMC nursing2025

The impact of digital health literacy on online learning engagement among undergraduate nursing students: the chain mediating roles of academic self-efficacy and future work self-salience.

Yan Liu, Zhi-Yuan Cheng, Jia Tao, Yu-Qing Liang, Yue Zhang, Jie Wang, Zhou-Tong Dai, Yi-Ran Yue, Chun-Rong Zhou, Li-Li Chen and 2 more

Abstract read
In one paragraph

Article in BMC nursing, 2025. 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. 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

12 authors.

Yan Liu *School of Nursing, Anhui Medical University, 81 Meishan Road, Shushan District, Hefei, Anhui Province, 230032, China.
Zhi-Yuan Cheng *School of Nursing, Anhui Medical University, 81 Meishan Road, Shushan District, Hefei, Anhui Province, 230032, China.
Jia Tao *School of Nursing, Anhui Medical University, 81 Meishan Road, Shushan District, Hefei, Anhui Province, 230032, China.
Yu-Qing Liang *School of Nursing, Anhui Medical University, 81 Meishan Road, Shushan District, Hefei, Anhui Province, 230032, China.
Yue Zhang *School of Nursing, Anhui Medical University, 81 Meishan Road, Shushan District, Hefei, Anhui Province, 230032, China.
Jie Wang *School of Nursing, Anhui Medical University, 81 Meishan Road, Shushan District, Hefei, Anhui Province, 230032, China.
Zhou-Tong Dai *School of Nursing, Anhui Medical University, 81 Meishan Road, Shushan District, Hefei, Anhui Province, 230032, China.
Yi-Ran Yue *School of Nursing, Anhui Medical University, 81 Meishan Road, Shushan District, Hefei, Anhui Province, 230032, China.
Chun-Rong Zhou *School of Nursing, Anhui Medical University, 81 Meishan Road, Shushan District, Hefei, Anhui Province, 230032, China.
Li-Li Chen *School of Nursing, Anhui Medical University, 81 Meishan Road, Shushan District, Hefei, Anhui Province, 230032, China.
Wen-Ting Xia *School of Nursing, Anhui Medical University, 81 Meishan Road, Shushan District, Hefei, Anhui Province, 230032, China.
Dan Su *School of Nursing, Anhui Medical University, 81 Meishan Road, Shushan District, Hefei, Anhui Province, 230032, China. Sudan20230906@163.com.ORCID http://orcid.org/0009-0000-8957-1405

Funding

Graduate green seedling cultivation project for School of Nursing, Anhui Medical University Hlqm12025006Nursing Project of Anhui Institute of Translational Medicine No.2024zhyx-hl-B05The Natural Science Research Project of Anhui Educational Committee No.2023AH050616
6 · The paper itself

Abstract

backgroundAmid the rapid expansion of digital nursing education, digital health literacy is considered key to enhancing students' engagement in online learning. However, the underlying mechanism of this relationship remains unclear. This study examines the relationship between digital health literacy and online learning engagement, while also examining the roles of academic self-efficacy and future work self-salience in this process.

methodsA cross-sectional study was conducted between February and March 2024, involving 518 undergraduate nursing students from two medical universities in Anhui Province, China. Data were collected using the Digital Health Literacy Scale, the Academic Self-Efficacy Scale, the Future Work Self-Salience Scale, and the Online Learning Engagement Scale.

resultsThe mean score for online learning engagement among undergraduate nursing students was 53.83 (8.16). Digital health literacy exerted a significant total effect on online learning engagement (β = 0.781). This total effect comprised both a direct effect (β = 0.400) and a significant total indirect effect (β = 0.381) mediated by academic self-efficacy and future work self-salience. Notably, academic self-efficacy and future work self-salience played an important chain-mediating role in this relationship (β = 0.065), accounting for 8.32% of the total effect.

conclusionsDigital health literacy is a significant positive predictor of online learning engagement. It enhances students' academic self-efficacy, which in turn clarifies their future work self-salience, ultimately promoting higher online learning engagement. Therefore, nursing educators should not only strengthen students' digital health literacy but also foster their academic confidence and career foresight. Such strategies are crucial for improving the quality of digital nursing education and student learning outcomes. CLINICAL TRAIL NUMBER: Not applicable.

Indexed as

Education, distanceHealth literacyMotivationNursingSelf efficacyStudents

Identifiers

PMID41408532
PMCPMC12822317

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.