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Sumita Srivastava; Hans Kaushik; Shweta Khemani; Jaspreet Kaur – Review of Education, 2025
Entrepreneurial education plays a vital role in equipping students with the skills and mind-set necessary for success in the dynamic business landscape. While existing literature acknowledges the importance of entrepreneurial education, there is a lack of specific guidance on how courses can be designed to effectively cultivate entrepreneurial…
Descriptors: Entrepreneurship, Business Education, Educational Improvement, Systems Approach
Kudzayi Savious Tarisayi – Research on Education and Media, 2024
Artificial intelligence (AI) and machine learning have become increasingly important in modern society and are poised to play an increasingly prominent role in education. This paper seeks to provide a theoretical framework for interrogating the integration of AI in education spaces. The paper argues that the eventual response of educators to…
Descriptors: Teaching Methods, Artificial Intelligence, Computer Software, Systems Approach
Steven Watson; Jonathan Romic – European Educational Research Journal, 2025
This paper presents a novel contribution to the discourse surrounding Large Language Models (LLMs) like ChatGPT in relation to education and society by using systems theory. We argue that ChatGPT can be understood not just as an 'artificial' intelligence but that it is entangled in the evolution of society and therefore education. ChatGPT is a…
Descriptors: Artificial Intelligence, Man Machine Systems, Natural Language Processing, Role
Stefania Capogna; Francesca Greco – European Journal of Education, 2025
The pandemic emergency has underscored the critical need for universities to accelerate their digital transformation to support proper teaching and learning processes. This paper presents findings from the Italian component of a broader international research project, which investigates the transformative impact of the digital revolution on Higher…
Descriptors: Foreign Countries, Universities, Technology Uses in Education, Information Technology
Gustavo Loor; Catherine DiMartino – Journal for Leadership and Instruction, 2023
Amid the pedagogical and leadership shifts that the COVID pandemic placed on the K-12 educational landscape, the pandemic itself brought to light the systems that need to be in place for technology to be effectively integrated in classrooms and school buildings. The COVID transition period has produced a technology rebirth in K-12 schools across…
Descriptors: Systems Approach, Technology Integration, Elementary Secondary Education, Educational Technology
Victoria L. Lowell; Weijian Yan – TechTrends: Linking Research and Practice to Improve Learning, 2024
Virtual reality (VR) in education has tremendous potential in providing immersive and interactive experiences for students. Immersive virtual reality (IVR) technologies and IVR learning experiences have been increasingly used in education settings to support a variety of instructional methods and outcomes by providing experiential and authentic…
Descriptors: Systems Approach, Instructional Design, Computer Simulation, Learning Experience
Jason Ferguson; Michelle Louch – Information Systems Education Journal, 2023
The case focuses upon 1) a public health outcome, namely improving access to healthcare, 2) systems and design thinking approaches to software development and the internet of things, 3) mockup tools and user interface design, 4) understanding stakeholder requirements and feature requests, 5) presentation of a prototype application. This case…
Descriptors: Design, Public Health, Access to Health Care, Systems Approach
Rania Mohamed Al Morsy; Mahmoud Kamal Abouraia; Hany Mohamed Galal; Nehad Hussein Elgamal – International Society for Technology, Education, and Science, 2024
To broaden the scope of innovation that leverages contemporary technologies, education sectors worldwide are depending more and more on creative technological tools. On the other hand, not much research has been done on how these tools are adopted and used, or how they can improve decision-making in non-Western contexts. As a result, the goal of…
Descriptors: Learning Analytics, Decision Making, Foreign Countries, Private Colleges
Helen Crompton; Diane Burke; Christine Nickel; Agnes Chigona – Asian Journal of Distance Education, 2024
Effective integration of technology is critical for online, blended, hybrid, and face-to-face learning. The purpose of this paper is to introduce the SETI (Socio-Ecological Technology Integration) framework and explain what it adds to the scholarly research regarding effective technology integration. The SETI framework goes beyond previous…
Descriptors: Technology Integration, Models, Holistic Approach, COVID-19
Xu, Weiqi; Ouyang, Fan – International Journal of STEM Education, 2022
The application of artificial intelligence (AI) in STEM education (AI-STEM), as an emerging field, is confronted with a challenge of integrating diverse AI techniques and complex educational elements to meet instructional and learning needs. To gain a comprehensive understanding of AI applications in STEM education, this study conducted a…
Descriptors: Technology Uses in Education, Artificial Intelligence, STEM Education, Technology Integration
Lamb, Alexandra J.; Weiner, Jennie Miles – Journal of Educational Administration, 2021
Purpose: While educational infrastructure is consistently identified as a key lever for educational change, it is often overlooked in research and practice and specifically in relation to technology in schools. By using educational infrastructure as a lens to examine a group of districts' implementation of 1:1 programs, this work provides…
Descriptors: School Districts, Administrator Attitudes, Superintendents, Principals
João Arantes do Amaral – Journal of Open, Flexible and Distance Learning, 2024
This article presents findings from a massive, free-of-charge online extension course titled Systems Thinking, which was conducted in Brazil in May and June 2024. The course engaged 345 participants. The research aimed to analyse how students' backgrounds, learning methods, and use of AI tools influenced learning outcomes. A mixed-method approach…
Descriptors: Cognitive Style, MOOCs, Outcomes of Education, Artificial Intelligence
Sara Sadat Hosseini; Hassan Soleimani; Fatemeh Hemmati; Jafar Afshinfar – Iranian Journal of Language Teaching Research, 2025
From the complex dynamic systems theory perspective, evaluating CALL pedagogy involves miscellaneous variables. It seems the ecosystem of the CALL environment necessitates an array of extralinguistic (Ecolinguistically situated) issues to be considered in any appraisal of the CALL milieu. To this end, this paper aims to develop and validate a…
Descriptors: Computer Assisted Instruction, Second Language Instruction, Second Language Learning, Factor Analysis
Karsenti, Thierry; Bugmann, Julien – International Journal of Technology in Education, 2018
The ASPID model (Adoption, Substitution, Progress, Innovation, Deterioration) is an interpretive framework that allows a systemic understanding of how technologies are adopted and integrated in physical education (PE). The ASPID model was inspired by ten years of research work with over 50,000 teachers and athletes. The ASPID model also implies…
Descriptors: Technology Integration, Physical Education, Models, Systems Approach
Weiner, Steven; Warr, Melissa; Mishra, Punya – TechTrends: Linking Research and Practice to Improve Learning, 2020
A core element of systems thinking is perspective taking. Perspectives help people distinguish between salient and irrelevant information, take particular types of actions, and make sense of the world. In this article, we consider what systems thinking and perspective taking means for designers in education. First, we present a framework,…
Descriptors: Systems Approach, Educational Change, Perspective Taking, Instructional Design