Understanding Health Literacy and eHealth Literacy in Nursing Students: A Cross-Sectional Cluster Analysis

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Authors: Irene Zerilli, Giampiera Bulfone, Donatella Capizzello, Angelo Gambera, Vito Fazzino, Marco Sudano, Antonio Vinci, Fabio Ingravalle, Massimo Maurici
Cited by: 3
References: 31

Abstract

Background: Health literacy and eHealth literacy are core competencies for nursing students, yet their distribution across training pathways remains insufficiently explored. Objective: This study aimed to examine HL and eHL levels among nursing students across different years of the educational programme and identify distinct subgroups of students. Methods: A cross-sectional study was conducted among undergraduate nursing students enrolled in all years of a single Italian university programme. Literacy profiles were assessed using validated questionnaires. A Two-Step Cluster Analysis was applied to identify homogeneous literacy profiles. Group differences were examined using appropriate statistical tests. Results: Four distinct clusters were identified, showing heterogeneous patterns of literacy profiles across the training course. Significant differences emerged in demographic and educational variables across clusters. Conclusions: The findings highlight the coexistence of diverse literacy profiles among nursing students and suggest the need for tailored educational strategies. Due to the cross-sectional design, causal inferences cannot be drawn.

Fields of Study & Subjects

Health Literacy and Information Accessibility Health Sciences Research and Education Social Media in Health Education

Publication details

Journal / source
Nursing Reports
Publisher
MDPI AG
Volume
16
Issue
2
Pages
52–52
Publication date
2 February 2026
Language
EN