Neonatal nurses’ e-health literacy and technology‑mediated clinical practice: a cross-sectional analysis of digital health competencies and practice patterns
Open Access
- 26 September 2025
- journal article
- research article
- Published by Springer Nature in BMC Nursing
- Vol. 24 (1) , 1-18
Abstract
Digital transformation in Level III NICUs demands advanced e‑health literacy, yet evidence tying these competencies to observable nurse behaviors and safety endpoints remains scarce. To examine associations between NICU nurses’ e-health literacy levels and their technology-mediated clinical practice patterns through a comprehensive analysis of digital health competencies and observable care delivery behaviors. A cross-sectional, multi-site study was conducted with 95 nurses from four Al-Jouf Health Cluster NICUs in Saudi Arabia. Data triangulation combined validated scales (eHEALS, TIGER), structured observations of short care episodes, and a 30-day EHR audit. Hierarchical regression and structural equation modeling were employed to examine the direct, mediated, and moderated relationships among literacy domains, alert-response performance, and system optimization behaviors. Systems Integration competency showed the strongest associations with technology-mediated care (β = -0.62 for alert response time, β = 0.67 for system optimization, p < 0.001). Nurses in the highest e-health literacy tertile demonstrated 43% faster alert responses (26.3-second improvement, 95% CI [22.1, 30.5]) and superior system optimization behaviors (Cohen’s d = 2.05, 95% CI [1.62, 2.48]). Technology Acceptance Model constructs mediated 35–38% of e-health literacy-clinical outcome relationships. Trust in Technology (β = -0.21, p < 0.01) and Motivation to Use (β = 0.23, p < 0.01) significantly moderated these associations. SEM demonstrated an excellent fit (CFI = 0.961, RMSEA = 0.049). Prior informatics training was associated with enhanced performance across all outcomes (Cohen’s d = 0.58–0.67). E-health literacy competencies, particularly Systems Integration capabilities, are strongly associated with effective technology-mediated clinical practice in NICUs. These digital competencies relate to critical patient safety indicators, including alert response efficiency and system optimization behaviors. The cross-sectional design limits causal inferences; longitudinal research is needed to establish whether improving e-health literacy leads to enhanced clinical performance. Not applicable.Keywords
Funding Information
- This work was funded by the Deanship of Graduate Studies and Scientific Research at Jouf University under grant No. ((DGSSR-2025-01-01140).)
This publication has 57 references indexed in Scilit:
- Nursing in the Digital Age: Harnessing telemedicine for enhanced patient careInformatics and Health, 2024
- The role of governance in the digital transformation of healthcare: Results of a survey in the WHO Europe RegionInternational Journal of Medical Informatics, 2024
- Does a holiday break disrupt pro-environmental behaviors? Using field data to test the durability of pro-environmental behaviors and the moderating effect of habitResources, Conservation and Recycling, 2024
- Cross-Sectional StudiesChest, 2020
- TIGER-Based Assessment of Nursing Informatics Competencies (TANIC)2015
- World Medical Association Declaration of HelsinkiJAMA, 2013
- Lower bounds on sample size in structural equation modelingElectronic Commerce Research and Applications, 2010
- The Technology Acceptance Model: Its past and its future in health careJournal of Biomedical Informatics, 2010
- The content validity index: Are you sure you know what's being reported? critique and recommendationsResearch in Nursing & Health, 2006
- Power analysis and determination of sample size for covariance structure modeling.Psychological Methods, 1996