Aug 2026· International journal of computer information systems and industrial management applications· 0 citations
TL;DR
Healthcare students had unsatisfactory awareness of AI, and their overall attitude was negative, highlighting an urgent need for an integrated AI curriculum tailored to their actual needs.
Abstract
Objective: To assess awareness and attitudes regarding Artificial Intelligence among undergraduate medical, dental, and nursing students.Methods: A cross-sectional study was conducted in Sangli, Maharashtra, India during October 2024 to March 2025. A total of 1037 participants (379 Medical, 269 Dental, 389 Nursing) were recruited using cluster random sampling. Data was collected using a pre-tested, self-administered questionnaire.Results: The mean awareness score (range 0-18) and attitude score (range 0-12) were 7.38 (± 4.63) and 3.03 (± 2.12), respectively. The awareness score was highest among medical students and lowest among nursing students, whereas the attitude score showed the opposite trend. Urban residents and exposure to informative AI content were associated with awareness. Participants agreed that AI is an essential tool for education, but were apprehensive about job loss, data privacy, and increased surveillance. Over two-thirds (68%) used AI for academic tasks.Conclusion: Healthcare students had unsatisfactory awareness of AI, and their overall attitude was negative. These findings highlight an urgent need for an integrated AI curriculum tailored to their actual needs.
It is suggested that nursing students in India possess adequate knowledge about AI, indicating a positive perception that AI plays a transformative function in nursing education and practice, with a need for more focused training and integration into the curriculum.
A. P, Latha S. Kannan, A. Subbarayalu et al.· International Research Journ...· 0 citations
The findings highlight the need for a supportive educational environment with guidance to enable nursing students to use artificial intelligence appropriately and responsibly when needed, particularly among vocational college students and those from socioeconomically disadvantaged backgrounds.
Hui-Ying Fan, Qing Zhou, Lili Deng et al.· BMC Nursing· 0 citations
Background: Artificial intelligence (AI) is increasingly being applied in medicine for diagnosis, treatment, and decision-making. While enthusiasm for AI training among healthcare workers has been reported globally, little is known about awareness and attitudes in Afghanistan, where limited access to advanced diagnosti...
Ahmad Mustafa Rahimi, Abdul Bashir Bashari, M. Mohammadi et al.· Annals of Medicine and Surge...· 0 citations
Although students showed positive attitudes toward AI, their conceptual and practical awareness was moderate, and integrating structured educational programs focusing on practical and ethical aspects of AI into the medical curriculum is essential.
Rastegar Ghavi Z, Najaryan N, Cheraghi Nik A et al.· Journal of Medical Education...· 0 citations
Nursing students had a wavier level of artificial intelligence literacy of knowledge, attitude and practice and its application in nursing learning, which foster effective integration of artificial intelligence in nursing education.
Haider Mohammed Majeed, Ali Hussein Alek Al-Ganmi, Ali Dhahir Abdulyemmah et al.· F1000Research· 0 citations
Positive correlations were identified among all measured dimensions, with the strongest association observed between hope and adaptation, and the findings indicate that students’ evaluations of artificial intelligence involve interrelated perceptions of knowledge, anxiety, positive expectations, and educational prepara...
Ö. Gök· VITALIS JOURNAL· 0 citations
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