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Shabnam Ara S. J.; Tanuja Ramachandriah; Manjula S. Haladappa – Online Learning, 2025
Predicting learner performance with precision is critical within educational systems, offering a basis for tailored interventions and instruction. The advent of big data analytics presents an opportunity to employ Machine Learning (ML) techniques to this end. Real-world data availability is often hampered by privacy concerns, prompting a shift…
Descriptors: Learning Analytics, Privacy, Artificial Intelligence, Regression (Statistics)
Khalid Alalawi; Rukshan Athauda; Raymond Chiong; Ian Renner – Education and Information Technologies, 2025
Learning analytics intervention (LAI) studies aim to identify at-risk students early during an academic term using predictive models and facilitate educators to provide effective interventions to improve educational outcomes. A major impediment to the uptake of LAI is the lack of access to LAI infrastructure by educators to pilot LAI, which…
Descriptors: Intervention, Learning Analytics, Guidelines, Prediction
Experiencing Enjoyment in Visual Programming Tasks Promotes Self-Efficacy and Reduces the Gender Gap
Robbert Smit; Rahel Schmid; Nicolas Robin – British Journal of Educational Technology, 2025
Secondary school students (N = 269) participated in a daylong visual programming course held in a stimulating environment for start-up enterprises. The tasks were application-oriented and partly creative. For example, a wearable device with light-emitting diodes, (ie, LEDs) could be applied to a T-shirt and used for optical messages. Our research…
Descriptors: Self Efficacy, Gender Differences, Prediction, Student Attitudes
Lei Tao; Hao Deng; Yanjie Song – Educational Technology & Society, 2025
Information and communication technologies have transformed education, driving it towards intelligent teaching and learning. With the rise of generative artificial intelligence (AI), represented by tools such as ChatGPT, there is also a growing body of literature on generative AI in education. In this study, we searched the Scopus, ERIC, and Web…
Descriptors: Artificial Intelligence, Computer Software, Technology Uses in Education, Teaching Methods
Hector H. Rivera; Jui-Teng Li; Huan Meng – TESOL Journal, 2025
This study examined (a) the effects of professional development (PD) intervention on third- to fifth-grade teachers' knowledge and skills of teaching practice for multilingual learners (MLs), and (b) the relationship between teachers' enhanced knowledge and skills, MLs' self-efficacy in learning, and MLs' academic performance. The sample consisted…
Descriptors: Correlation, Pedagogical Content Knowledge, Multilingualism, Faculty Development
Shen Qiao; Samuel Kai Wah Chu; Susanna Siu-sze Yeung – Computer Assisted Language Learning, 2025
Morphological analysis is a form of problem solving to work out the meanings of unfamiliar words by applying knowledge of morphemes. It has emerged recently as an important predictor of reading comprehension. However, while gamification can potentially be used to teach this skill, few studies have examined its use. To address this, a…
Descriptors: Game Based Learning, English (Second Language), Second Language Learning, Second Language Instruction
Guanqiong Zhou – European Journal of Education, 2025
Immersive learning plays a crucial role in effective second language (L2) acquisition, but many learners face limited opportunities to interact with native speakers. While existing research highlights the importance of immersion in L2 learning, there is still a gap in understanding how Generative AI (GenAI) can provide greater access to such…
Descriptors: Second Language Learning, Second Language Instruction, Learner Engagement, Psychological Patterns
Ali Derakhshan; Mehdi Solhi; Jean-Marc Dewaele; Farzaneh Shakki – Studies in Second Language Learning and Teaching, 2025
The present study aimed to explore the association between 302 (93 males and 209 females) English as a foreign language (EFL) learners' perceived teacher support (i.e., personal support and academic support) and their reading motivation. This inquiry also sought to assess the potential mediating influences of second or foreign language (L2)…
Descriptors: Reading Motivation, Second Language Learning, Second Language Instruction, Educational Theories
Natsuno Funada – TESOL Quarterly: A Journal for Teachers of English to Speakers of Other Languages and of Standard English as a Second Dialect, 2025
Studies on Global Englishes (GE)-related pedagogical and curricular innovations emphasize the importance of exposing students to the diversity of English and its users. However, they do not provide direct evidence of changes in students' attitudes. The reliability and validity of existing quantitative instruments for measuring students' attitudes…
Descriptors: Language Variation, English (Second Language), Second Language Learning, Second Language Instruction
Jonathan Brown; Erin Turner; Delia Sotelo Fierros – Mathematics Teacher: Learning and Teaching PK-12, 2025
Mathematical modeling involves using mathematics to represent, analyze, and make predictions or decisions about real- world situations. Garfunkel and Montgomery (2016) elaborate on six components of the mathematical modeling process, including identifying the problem, making assumptions and identifying variables, doing the math, analyzing and…
Descriptors: Mathematical Models, Mathematics Instruction, Teaching Methods, Problem Solving