In this paper, we examine whether early warning signals from accounting courses (such as early engagement and early formative performance) are predictive of first-year progression outcomes, and whether this data is more predictive than personal data (such as gender and prior achievement). Using a machine learning approach, results from a sample of…

This study introduces data mining methods to accounting education scholarship to explore the relationship between accounting students' current academic performance (grades), demographic information, pre-university entrance scores and predicted academic performance. It adopts a C4.5 classification algorithm based on decision-tree analysis to…

As new technologies pave the way to increasingly sophisticated and academically relevant experiences, gamification of the learning process, regardless of the field of expertise, becomes more and more important. This study aims to express several constructs that explain how one can apply Game-Based Learning to education while granting motivational…

The use of Artificial Intelligence (AI) is growing rapidly in accounting practice, and firms desire new hires who have adopted this technology. Universities can prepare students to adopt AI. The purpose of this quantitative study was to examine whether perceived ease of use (PEOU) and perceived usefulness (PU) have an effect on the relationship…

More than just intelligence is needed to learn accounting. We see from prior work that the non-cognitive aspects of learning can influence the experience for accounting students. We investigate by survey both self-efficacy beliefs [Bandura, A. (1977). Self-efficacy: toward a unifying theory of behavioral change. Psychological Review, 84(2),…

A primary goal for professors in academia is to facilitate the career success of their students by providing them with the necessary subject knowledge, skills, experience, and confidence. In this paper, we propose the Social Cognitive Career Theory (SCCT) model as a useful tool to explain how accounting students' career interests, goals, and…

This paper examines whether the use of student engagement (SE) information as part of the admissions process can help us to predict student academic success in Master of Accounting (MAC) programs. The association of SE, undergraduate grade point average (UGPA), and Graduate Management Admissions Test (GMAT) score to academic performance was tested…

This study measured the levels of academic self-efficacy of first-year accounting students. It also investigated whether there were any gender differences and the extent to which efficacy levels explained variation in academic performance. Overall the analysis revealed that many students lacked the confidence to participate fully in the academic…

This paper investigates the effectiveness (measured using assignment and examination performance) of an assessment design incorporating formative feedback through summative tutorial-based assessments to improve student performance, in a second-year Finance course at an Australian university. Data was collected for students who were enrolled in an…

This study reports the results of a survey of student study times and perceptions of workload in undergraduate and graduate accounting courses at a large Australian public university. The study was in response to student feedback expressing concerns about workload in courses. The presage factors of student workload and assessment in Biggs' 3P…

This article examines the relationship between MBA students' performance and participation in two online environments: a synchronous forum (chat room) and an asynchronous forum (discussion board) at an Australian university. The "quality" and "quantity" of students' participation is used to predict their final examination and…

Bloom and Webinger (2011) present an intuitively agreeable proposition: embedding topics within an engaging and meaningful context can promote many desirable learning behaviours and outcomes. As instructors, Fred Phillips, Nathalie Johnstone, and Brandy Mackintosh have seen this play out many times in their classrooms. Thus, in a sense, they were…