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February 5, 2026Nursing Reports3 citationsOpen Access

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

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IZIrene ZerilliGBGiampiera BulfoneDCDonatella Capizzello

Key Points

  • This study aims to examine health literacy (HL) and eHealth literacy (eHL) levels among nursing students and identify distinct clusters of literacy profiles.
  • Cross-sectional study design
  • Assessment of literacy profiles using validated questionnaires
  • Two-Step Cluster Analysis to identify homogeneous literacy profiles
  • Statistical tests for examining group differences.
  • Four distinct clusters of literacy profiles among nursing students were found
  • Significant differences in demographic and educational variables across clusters
  • Heterogeneous patterns of HL and eHL observed throughout the training course.

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.

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Cite This Study

Zerilli et al. (2026) studied this question.

synapsesocial.com/papers/698433f6f1d9ada3c1fb18b7https://doi.org/10.3390/nursrep16020052
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