Related Experiment Video
Updated: Sep 12, 2025

Interactive and Visualized Online Experimentation System for Engineering Education and Research
Published on: November 24, 2021
The AI-personality nexus: How nursing students' traits shape use, learning and adaptation in artificial
Sayed Ibrahim Ali1, Mostafa Shaban2
1Department of Family and Community Medicine, College of Medicine, King Faisal University, Al Hofuf, Al-Ahsa 31982, Saudi Arabia.
Aim:
This study explored how personality traits influence undergraduate nursing students' use, attitudes and satisfaction with artificial intelligence (AI)-based educational tools in Saudi Arabia. It also examined the mediating role of AI use frequency in the relationship between personality and satisfaction.
Background:
With AI increasingly integrated into nursing education, understanding how individual learner traits shape engagement with these tools is essential for optimizing learning experiences.
Design:
A cross-sectional, correlational design was used.
Methods:
A total of 159 undergraduate nursing students from King Faisal University completed an online survey, including the NEO Five-Factor Inventory and the AI in Nursing Education Questionnaire (AINEQ). Descriptive statistics, logistic regression and path analysis were performed to assess associations and mediation.
Results:
Openness and Conscientiousness significantly predicted frequent AI use (p < 0.01), while Neuroticism negatively predicted satisfaction (p = 0.03). AI use frequency significantly mediated the relationship between personality traits (Openness, Conscientiousness) and satisfaction (indirect βs = 0.13 and 0.11, p < 0.01). Extraversion and Agreeableness were not significantly related to AI use. Female students and those in advanced academic levels reported greater AI engagement.
Conclusion:
Personality traits influence AI adoption and satisfaction among nursing students. Personalizing AI-based learning strategies to account for personality differences may enhance student engagement and educational outcomes.
More Related Videos
Related Concept Videos
Current Trends in Nursing II
Cultural Influences on Personality
Surveys
Social Cognitive Perspective on Personality
Nursing Process for Patient and Caregiver Teaching I: Assessment and Diagnosis
It is critical to determine the patient's learning needs during the assessment. Determination of learning needs compounds data...
The Professional Nurse
Communication skills: These are critical characteristics, especially speaking and listening.

