Students' positive perceptions of scientists or engineers have been reported to be positively related to their science, technology, engineering, and mathematics (STEM) career aspirations. However, other research indicates that positive perceptions of experts in these fields might not necessarily lead to students' pursuit of STEM careers.…

This small-scale exploratory qualitative study examined the career decision-making process of six talented engineering university graduates in Hong Kong. The aim was to investigate major influential factors and barriers that impact their career aspirations and their persistence in remaining in that career. Semi-structured interviews were conducted…

Students build up their STEM career interest based on their experiences. However, it remains unclear how students reflect on their STEM experiences in light of their understanding of STEM careers. This study aimed to explore how students relate their practices in STEM project-based learning (PBL) with their perceptions of scientists' and…

Through the lens of science capital, this research aims to detect the key factors and their main effects in identifying students with science-related career expectations. A machine learning approach (i.e., random forest) was employed to analyze a dataset of 519,334 15-year-old students from the Programme for International Student Assessment (PISA)…

Students' social identity is considered to have profound effects on their learning and academic performance, but there was a lack of research on whether students' social identity would also influence their aspirations to pursue STEM careers. This research studied the associations between the social identity of students and their aspirations to…