Artificial Intelligence in Physiotherapy Education: A Multi‐Country Middle East Survey of AI Acceptance and Barriers Among University Students

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Authors: Ahmed S. Ali, Saleh M. Alhirsan, Mahmoud Elshazly, Zeinab A. Ali, Mahmoud Y. Elzanaty, Waleed T. Mansour, Shreen Ibrahim Taha, Inasse N. Alarousi, Ibrahim Mohamed Hamoda, Shiymaa Farghaly Mahmoud Diab, Ahmed M. El Melhat, Sameer A. Alkubati
+1 more Ayman Mohamed El‐Ashry
Cited by: 5
References: 10

Abstract

ABSTRACT Artificial Intelligence (AI) is reshaping healthcare education, yet structured AI training within physiotherapy programmes remains uneven across the Middle East. We conducted a cross‐sectional, multi‐country online survey of 3195 undergraduate and internship‐level physiotherapy students from nine Middle Eastern countries (Egypt, Jordan, Lebanon, Libya, Palestine, Saudi Arabia, Sudan, Tunisia, and the United Arab Emirates). Using Technology Acceptance Model (TAM) constructs—perceived usefulness (PU) and perceived ease of use (PEOU)—we examined factors associated with AI acceptance and students' perceived barriers to AI integration in physiotherapy education. AI acceptance differed significantly by country (highest in the UAE and lowest in Tunisia), gender (male > female), academic level, GPA, and income ( p < 0.05). Prior AI workshop participation, use of specific AI tools (e.g., DeepSeek), perceived time‐management benefits, and trust in AI were associated with higher acceptance. In multivariable regression, these sociodemographic and AI‐exposure variables explained 24.4% of the variance in AI acceptance. These findings indicate substantial regional disparities in AI preparedness and access, supporting the need for equitable, competency‐based AI education and governance policies tailored to physiotherapy training across the Middle East.

Fields of Study & Subjects

Artificial Intelligence in Healthcare and Education Electronic Health Records Systems Ethics and Social Impacts of AI

Publication details

Journal / source
European Journal of Education
Publisher
Wiley
Volume
61
Issue
1
Publication date
30 January 2026
Language
EN