Background/purpose: Mathematics education develops critical thinking and problem-solving skills, yet middle school students often face challenges, including didactical, epistemological, and ontogenic obstacles, that influence their academic orientation. This study investigates how Self-Organizing Maps (SOMs) can address these challenges by…

Gross anatomy is a source of anxiety for matriculating medical students due to the large volume of information presented in a truncated timeline, and because it may be their first exposure to human cadavers. This study aimed to assess if video-based resources would affect matriculating medical students' anatomy state anxiety levels. Videos were…

This paper examines students' perspectives on the main transitional challenges experienced when commencing higher education. It explores which students are most affected by the transition and is the first paper to provide an overview of student recommendations to help improve the transition in an Irish context. The study involves large-scale…

This paper employs BP Neural Network (BPNN) theory to evaluate innovation and entrepreneurship education in universities. It utilizes students' evaluation indexes as input vectors and determines the number of hidden layer neurons. Experimental results serve as output vectors. The BPNN method proves reasonable and feasible for vocational education…

While universities are increasingly implementing programs to support international students' language development, fewer orientation programs have sought to provide explicit guidance on expected academic practices in Canadian institutions. Many such academic norms--including the expectation to complete weekly readings, the use of first names with…