This study presents the Academic Investment Model (AIM) as a novel approach to predicting student academic performance by incorporating learning styles as a predictive feature. Utilizing data from 138 Marketing students across China, the research employs a combination of machine learning clustering methods and manual feature engineering through a…

Personalized computer-based tutoring demands learning systems and applications that identify and keep personal characteristics and features for each individual learner. This is achieved by the technology of student modeling. One prevalent technique of student modeling is stereotypes. Furthermore, individuals differ in how they learn. So, the way…

In view of the traditional teaching mode, this study focuses on the application of big data in personalized English teaching in colleges and universities. It aims at improving the teaching effect by using big data. By combining personalized teaching and big data theory, this paper analyzes the current situation of college English teaching,…

Today, individuals should adapt themselves to the rapidly changing and developing information age and have learning skills. It is only possible by adopting new approaches and strategies instead of traditional teaching methods and techniques. Different learning and teaching approaches are characterized by various methods and designs, such as…

Invitational Education and literature circles elevated learning in this longitudinal qualitative study as undergraduate teacher candidates collaborated on digital projects. Multimodal instruction promoted innovative collaboration to lift learning and success to new levels in a university methods course. Through an intentionally inviting…

AIR researchers conducted a descriptive study of station rotation. The study described what station rotation looks like in classrooms, examined perspectives about station rotation, and explored student learning associated with station rotation. AIR researchers found that teachers and principals had positive perceptions of station rotation.…

Artificial intelligence (AI) has taken the world by storm, with new AI-powered tools such as ChatGPT opening up new opportunities in higher education for content creation, communication, and learning, while also raising new concerns about the misuses and overreach of technology. Our shared humanity has also become a key focal point within higher…

Providing effective, high quality feedback that students engage with remains an important issue in higher education today, particularly in the context of academic language support where feedback helps socialise students to academic writing practices. Technology-enhanced feedback, such as audio and video feedback, is becoming more widely used, and…

Estimating the efficacy of different instructional modalities, techniques, and interventions is challenging because teaching style covaries with instructor, and the typical student only takes a course once. We introduce the individualized treatment effect (ITE) from analyses of personalized medicine as a means to quantify individual student…

Due to the increased popularity of tablets in schools, this systematic review examines the literature on tablet-mediated learning attempting to identify how tablets support the emergence of new teaching and learning practices as well as the transformation of existing ones in primary and secondary schools. 39 studies were selected using predefined…

Implementing online technologies alone cannot ensure learning. A verified approach is needed to optimize the pedagogical effect of online learning. Previous studies have suggested that the application of the modality principle in multimedia design improves the efficiency of learning by reducing cognitive load. Nevertheless, this design approach…

Via interview data focused on instructor practices and values, this study sought to describe some of what performing and visual arts instructors do at the university level to effectively teach disciplinary values through writing. The study's research goals explored how relationships to writing process in visual and performing arts support…

The focus and purpose of this paper is to present an e-learning teacher training course, including its aims and main results from teachers' interviews. The case study presented here examines the effectiveness of an in-service training seminar which was targeted toward teachers at multicultural schools. It concerns qualitative research that…

The objectives of this project were (1) to determine whether or not adapting instruction to student characteristics will improve the effectiveness and efficiency of training, (2) to identify the learner attributes that interact best with specific instructional treatments, and (3) to establish what must be done to create and implement a useful…

In this practicum, 15 learning-disabled pupils in grades two and three participated in an individualized program featuring mastery learning, a personalized system of instruction, attention to learning style and modality, and behavior modification, in order to improve reading levels and poor behavior. Program components included learning stations,…