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Sourabh Balgi; Adel Daoud; Jose M. Peña; Geoffrey T. Wodtke; Jesse Zhou – Sociological Methods & Research, 2025
Social science theories often postulate systems of causal relationships among variables, which are commonly represented using directed acyclic graphs (DAGs). As non-parametric causal models, DAGs require no assumptions about the functional form of the hypothesized relationships. Nevertheless, to simplify empirical evaluation, researchers typically…
Descriptors: Graphs, Causal Models, Statistical Inference, Artificial Intelligence
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Afef Saihi; Mohamed Ben-Daya; Moncer Hariga – Education and Information Technologies, 2025
The integration of AI-chatbots into higher education offers the potential to enhance learning practices. This research aims to explore the factors influencing AI-chatbots adoption within higher education, with a focus on the moderating roles of technological proficiency and academic discipline. Utilizing a survey-based approach and advanced…
Descriptors: Technology Uses in Education, Artificial Intelligence, Higher Education, Technology Integration
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Gudi V. Chandra Sekhar; Chekol Alemu – European Journal of Education, 2025
Despite the growing emphasis on student success in higher education globally, limited research has examined the complex interplay of factors influencing academic outcomes in developing contexts, particularly in Sub-Saharan Africa. This study addresses this gap by employing structural equation modelling (SEM) with Diagonally Weighted Least Squares…
Descriptors: Foreign Countries, Higher Education, Universities, College Students
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Muaadh Mukred; Umi Asma' Mokhtar; Burkan Hawash; Hussain AlSalman; Muhammad Zohaib; Yousef Ibrahim Abuzawayda – SAGE Open, 2025
In the virtual realm, also referred to as the metaverse, users generally communicate using avatars. This metaverse is viewed as a prospective tool in different industry types, and in this regard, researchers have examined its significance in education owing to its increasing reach. In fact, it has been widely accepted that Information System (IS)…
Descriptors: Foreign Countries, Higher Education, College Students, Student Attitudes
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Ke Hu; Asmaa AlSaqqaf – Australian Journal of Applied Linguistics, 2025
Over the past decade, there has been an increasing emphasis on English for Specific Purposes (ESP) within China's higher education language programs. However, the shift towards ESP presents a multifaceted challenge, particularly for business English teaching at higher education, where speaking proficiency is crucial yet often falls below…
Descriptors: Factor Analysis, Business English, English for Special Purposes, Second Language Learning