# 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

**Authors:** 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, Wen-ting Xia, Dan Su

PMC · DOI: 10.1186/s12912-025-04235-x · BMC Nursing · 2025-12-17

## TL;DR

This study shows how digital health literacy boosts online learning engagement in nursing students through confidence and career focus.

## Contribution

It identifies a chain mediation mechanism involving academic self-efficacy and future work self-salience.

## Key findings

- Digital health literacy significantly predicts online learning engagement (β = 0.781).
- Academic self-efficacy and future work self-salience mediate this relationship (β = 0.065).
- The indirect effect accounts for 8.32% of the total impact.

## Abstract

Amid 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.

A 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.

The 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.

Digital 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.

Not applicable.

## Full-text entities

- **Genes:** TNFSF10 (TNF superfamily member 10) [NCBI Gene 8743] {aka APO2L, Apo-2L, CD253, TANCR, TL2, TNLG6A}

## Full text

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## Figures

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## References

8 references — full list in the complete paper: https://tomesphere.com/paper/PMC12822317/full.md

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Source: https://tomesphere.com/paper/PMC12822317