This paper reports a study of Scottish secondary students perspectives concerning academic difficulties experienced in the first year of the Senior Phase which corresponds to their final year of compulsory schooling (age 15-16). Transition and trajectories throughout Senior Phase have gained further significance due to substantial changes…

As the drive to move from traditional face-to-face classroom learning to e-learning is ever in demand, the knowledge corpus exposed to students can be overwhelming because there is a need to automate certain functions of the e-learning framework. One of these functions is the course recommendation feature. Course recommendations help students save…

The objective of this research is based on human-centered AI in education to develop a personalized hybrid course recommendation system (PHCRS) to assist students with course selection decisions from different departments. The system integrates three recommendation methods, item-based, user-based and content-based filtering, and then optimizes the…

Higher education institutions provide critical opportunities for students to acquire the skills necessary to enter the STEM workforce and serve as vital partners in the STEM educational-occupational pipeline. It is important that colleges and universities ensure that all undergraduates interested in STEM professions have the opportunity to see…

Research shows that the intensity of high school course-taking is related to postsecondary outcomes. However, there are various approaches to measuring the intensity of students' course-taking. This study presents new measures of coursework intensity that rely on differing levels of quantity and quality of coursework. We used these new indices to…

Research shows that the intensity of high school course-taking is related to postsecondary outcomes. However, there are various approaches to measuring the intensity of students' course-taking. This study presents new measures of coursework intensity that rely on differing levels of quantity and quality of coursework. We used these new indices to…

Students typically experience a sequence of required courses. These courses are generally taught by different instructors with different pedagogical strategies and in some cases different emphases on what students should know and how they should know it. However, there are few published studies on the impact of the switching course type on…

Undergraduate students often have a choice about the modality in which they complete a particular course (in-person or online), and their decisions can be more complex than scholarship suggests. Most studies of modality choice have relied exclusively on closed-form, quantitative surveys; and this approach has denied students the opportunity to…

Background: Learners in a given massive open online course (MOOC) are usually provided with the same learning materials, guided by the same syllabus, and assessed in the same format. This "one-size-fits-all" approach constrains learners' ability to reap the optimal benefits from online learning. Objectives: This study aims to…

We investigate how social identity, namely gender and caste, affects stream choice at the higher secondary level of schooling in India. The choice of science stream at this level is a crucial determinant of subsequent science, technology, engineering, and mathematics (STEM) education and labor market outcomes. Using nationally representative data…

This article examines how university students assess the coordination of the courses their programmes contain and how course coordination affects how content they are with their studies. The study is based on survey data from more than 5700 students, collected through Lund University's Student Barometer. The survey examines the students' views on…

Mathematics placement and courses can be a key factor in determining the pace and success of student educational pursuits. This study delves into the potential effectiveness of Directed Self-Placement (DSP), also referred to as Guided Self-Placement or Self-Directed Placement, as opposed to traditional placement methods, in fostering successful…

This prospective study adopted Vygotsky's concept of perezhivanie to examine students' lived experiences in learning mathematics and how they were related to subject choice plans and actual decisions. Most research has considered students' mathematics subject choice as a decision predictable using important cognitive and social variables. Due…

A common conclusion drawn from publicly available Higher Education Statistics Agency (HESA) data releases is that Higher Music Education (HME) courses have a predominantly male population. However, HESA data has key issues when examining HME courses: which courses are reported as 'music' courses to HESA; how do universities decide which courses…

Higher-level mathematics courses in upper secondary school serve as a critical filter to future educational courses and careers in Science, Technology, Engineering and Mathematics (STEM). However, the percentage of senior school students in Australia undertaking higher-level mathematics courses is decreasing. Given that these courses provide…