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Updated: Aug 15, 2026

Artificial Intelligence-Based System for Detecting Attention Levels in Students
Published on: December 15, 2023
Attention and restoration in Post-RN students
Christina M Sanders1, Dawn Yankou, Mary-Anne Andrusyszyn
1Faculty of Health Sciences, University of Western Ontario School of Nursing, London, Ontario, Canada.
Background:
The impact of a restorative intervention using the natural environment on capacity to direct attention and issues that contribute to attention fatigue for diploma-prepared nursing students (Post-RN students) enrolled in a baccalaureate nursing program was examined.
Methods:
This study used a quasi-experimental comparison group design. Subjective (Attentional Functional Index) and objective (Finding A's Test and Symbol Digits Modalities Test) measures were employed.
Results:
Thirty-two students at two universities participated. Results of the split-plot analysis revealed a within-subject effect on the Attentional Functional Index (p < .05), a significant within-subject effect on the Finding A's Test (p < .05), and a significant within- and between-subject effect on the Symbol Digits Modalities Test (p < .05).
Conclusion:
Recognizing and managing attention fatigue throughout the school year may enhance Post-RN students' abilities to direct attention and contribute to an enhanced academic experience.
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