This chapter introduces the AI & Data Acumen Learning Outcomes Framework, a comprehensive tool designed to guide the integration of AI literacy across higher education. Developed through a collaborative process, the framework defines key AI and data-related competencies across four proficiency levels and seven knowledge dimensions. It provides…

Artificial intelligence (AI) has been introduced into tools and technologies, such as chatbots, for language teaching, allowing educators to better meet the needs of individual students. Chatbots may act as virtual tutors in online learning environments, giving students the ability to access leaning support as needed. Chatbots can improve…

The purpose of this mixed-methods study was to investigate how generative AI tools, particularly ChatGPT, impact preservice teachers' lesson plans and attitudes toward mathematics. Fifty-five undergraduate students who were enrolled in their first semester of a teacher education program participated in the study. Each student created two lesson…

This study investigates the implications of AI-generated educational content, focusing on its authenticity, reliability, and ethical considerations within the context of Education 4.0. Employing a sequential explanatory mixed-methods approach, we combine qualitative insights from semi structured interviews with 20 educators and AI developers and…

This article presents an empirical study investigating the ability of ChatGPT to translate religious texts involved in academic writing. Specifically, religious texts are not easy to translate even for human proficient translators. Three Arabic academic abstracts, religion-oriented, were involved in our study taken from AlQalam Journal which is…

Chemistry education researchers have, for many years, explored different ways of learning chemistry through modeling and open-ended problem-solving. With the emergence of generative artificial intelligence (GenAI) tools such as ChatGPT, students now have access to dynamic scaffolds that can potentially support them in modeling. However, we still…

This paper introduces a novel four-dimensional analytical framework to examine how universities are positioned within national artificial intelligence strategies amid intensifying geopolitical competition. Through systematic document analysis of policy frameworks across eight major global actors--the United Kingdom, Russia, India, the European…

Background: Computer science faces a persistent attrition problem, with people leaving the field at a rate that exceeds new entrants. Given the increasing demand for computing jobs, it is essential to focus on reducing the number of individuals exiting the field. Purpose: This study investigates why individuals leave the computer science field…

This study investigates the reliability and consistency of a custom GPT-based scoring system in comparison to trained human raters, focusing on B1-level opinion paragraphs written by English preparatory students. Addressing the limited evidence on how AI scoring systems align with human evaluations in foreign language contexts, the study provides…

ChatGPT, an advanced generative AI language model, has rapidly emerged as a transformative tool in education. This study explores the key determinants influencing the continuance intention of digitally native Gen Z students in higher education to engage with ChatGPT 4o. Employing the Expectation-Confirmation Model (ECM), the study examines the…

As modern vehicles continue to integrate increasingly sophisticated Advanced Driver Assistance Systems (ADAS) and Autonomous Vehicles (AV) functions, conventional user manuals may no longer be the most effective medium for conveying knowledge to drivers. This research analysed conventional, paper and video-based instructional methods versus a…

Artificial Intelligence (AI) offers considerable opportunities, as well as challenges, to management education and research. This book brings together case studies and best practice examples of the use of AI in advancing diverse fields relating to Responsible Management Education (RME). Moving beyond the conceptual questions about the use of AI in…

We present the Teacher Talk Tool, which automatically analyzes classroom audio and provides formative feedback on key aspects of teachers' classroom discourse (e.g., use of open-ended questions). The tool was designed to promote teacher learning by focusing attention and sense-making on their discourse. We conducted a feedback-response study where…

This study aims to examine university students' intentions to use artificial intelligence (AI) applications in their educational processes within the context of job characteristics (JC), technology characteristics (TC), task-technology fit (TTF), and self-efficacy (SE). The research was conducted with 965 students enrolled in Information…

"Andragogy in Practice" is a timely book of case studies, which offers readers the opportunity to see andragogy in practice solving real-world challenges in a variety of adult learning contexts. It highlights the wonderful range of innovative practices that characterize adult learning today. Holton, Robinson, and Caraccioli, authors of…