What type of study is this?

The Impact of Machine Learning and Artificial Intelligence on Entrepreneurial Skills Development: A Gender-Inclusive Analysis in Higher Education

View Full Paper

Ask AI

Bookmark

Authors

Observational analysis reveals gender and academic level influence perceptions of AI's role in entrepreneurship.

Students expressed a modest understanding of AI and ML, yet perceived their potential to enhance learning and entrepreneurship.
Ethical concerns and technical challenges were noted by 40% and 35% of students respectively, indicating barriers to AI adoption.
Female students, particularly in advanced academic years, showed higher confidence in AI's support for entrepreneurial development.
Technical majors like IT and engineering displayed more assurance regarding AI's real-world applications in entrepreneurship.

El-Salhi et al. (2025) studied this question.

View Full Paper

Ask AI

Bookmark