Understanding how teaching interest and motivation develop during the academic STEM (science, technology, engineering, and mathematics) study program is essential to design effective interventions to increase teacher recruitment. This article describes a new approach to study STEM teachers' career choice processes. The retrospective method, which…

Using the educational knowledge graph to express the logical characteristics of knowledge, this paper takes project-driven learning in the teaching of "Information Technology in Secondary Schools" as an example and studies the group cooperative teaching mode based on the educational knowledge graph. The relationship between knowledge…

Background: Service-learning is gaining recognition as a valuable pedagogy for students to gain both academic and psychosocial benefits. This high-impact practice allows students to achieve course learning objectives while contributing to their community's needs. A review from 2007 revealed a lack of research focused on the topic in the prior…

Contribution: This article contributes to the literature surrounding first-year engineering students' academic well-being by proposing a conceptual framework guiding an understanding of supportive sources that foster students' academic well-being. A survey was designed and tested accordingly, and four factors that contribute to students' academic…

This paper examines supervisors at a reform university where most supervision concerns undergraduate and Master's project work. Drawing on Grant's ([2018]. 'Assembling Ourselves Differently? Contesting the Dominant Imaginary of Doctoral Supervision'. Parallax 24 (3): 356-370) understanding of being a supervisor as an ongoing process of assembling…

This work provides inspiration to foster Problem-Based Learning (PBL) in teaching practices related to waste management. Problem-Based Learning is about providing a learning environment where students can work practically and theoretically with problems of relevance for society. In this learning process, students themselves will define societally…

This investigation studied the effects of the Multiple Literacies in Project-Based Learning science intervention on third graders' academic, social, and emotional learning. This intervention includes four science units and materials, professional learning, and post-unit assessments; features of project-based learning; three-dimensional learning…

Contribution: This article describes efforts to improve the teaching and learning process for the digital system design course using active learning (AL) approaches in the classroom and a parallel hands-on project designed based on constructive alignment (CA). Background: The digital systems design course is an important part of Undergraduate…

Applications of machine learning in chemistry are many and varied, from prediction of structure-property relationships, to modeling of potential energy surfaces for large scale atomistic simulations. We describe a generalized approach for the application of machine learning to the classification of spectra which can be used as the basis for a wide…

Preprocessing is a critical step in the analysis pipeline of spectroscopic data. However, students are rarely introduced to preprocessing when learning spectral techniques in laboratory courses which in turn may affect and delay their progress in the field. Despite its undoubtable importance, students will be mainly performing spectroscopic…

Students must grasp creative thinking as a crucial 21st-century talent to enhance learning achievement. Empirical research indicates that pupils' creative thinking skills and learning achievements require enhancement and attention. This study examines the impact of a project-based learning framework with STEAM methodology and self-efficacy levels…

This study presents a structured hybrid framework integrating Design Thinking (DT), the Conceive-Design-Implement-Operate (CDIO) methodology, and Root Assessment (RA) to enhance project-based learning (PBL) in engineering education. The framework addresses limitations in conventional PBL by embedding iterative ideation, structured engineering…

Background: This study aimed to develop and test new analytics for knowledge-building practices from the transactive perspective. Based on a literature review, network analysis was identified as a promising analytical tool for these practices. We observed two aspects of network analysis that could be further developed: the multilayers of networks…

This study scrutinizes the influence of project-based learning (PBL) and inquiry-based learning (IBL) on fourth graders' teamwork skills and critical thinking in math classes. A historical review reveals that while they have positive effects in multiple fields, their sole use in elementary math teaching is yet to be explored. 55 fourth-grade…

With the development of information and communication technology, project-based learning (PBL) has become an important pedagogical approach. Group leaders are critical in PBL, and prestige influences learner leadership. Regulation affects learners' prestige, but research on their relationship is lacking. Through content analysis and epistemic…