Generative AI in Higher Education: A Global Perspective of Institutional Adoption Policies and Guidelines
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Abstract (arXiv)
Integrating generative AI (GAI) into higher education is crucial for preparing a future generation of GAI-literate students. Yet a thorough understanding of the global institutional adoption policy remains absent, with most of the prior studies focused on the Global North and the promises and challenges of GAI, lacking a theoretical lens. This study utilizes the Diffusion of Innovations Theory to examine GAI adoption strategies in higher education across 40 universities from six global regions. It explores the characteristics of GAI innovation, including compatibility, trialability, and observability, and analyses the communication channels and roles and responsibilities outlined in university policies and guidelines. The findings reveal a proactive approach by universities towards GAI integration, emphasizing academic integrity, teaching and learning enhancement, and equity. Despite a cautious yet optimistic stance, a comprehensive policy framework is needed to evaluate the impacts of GAI integration and establish effective communication strategies that foster broader stakeholder engagement. The study highlights the importance of clear roles and responsibilities among faculty, students, and administrators for successful GAI integration, supporting a collaborative model for navigating the complexities of GAI in education. This study contributes insights for policymakers in crafting detailed strategies for its integration.
Key facts. Cited by 13 papers in the map (data through 14 Oct 2026). Builds on 5 of its 41 references that are in the map. First posted on arXiv 20 May 2024.
Builds on
5 of 41 references.
References · 5
- 2023Practical and Ethical Challenges of Large Language Models in Education: A Systematic Scoping Reviewcited by 83
- 2024Generative Artificial Intelligence in Higher Education: Evidence from an Analysis of Institutional Policies and Guidelinescited by 12
- 2023Generative AI in Higher Education: Seeing ChatGPT Through Universities' Policies, Resources, and Guidelinescited by 11
- 2023Waiting, Banning, and Embracing: An Empirical Analysis of Adapting Policies for Generative AI in Higher Educationcited by 7
- 2023Generative Artificial Intelligence in Learning Analytics: Contextualising Opportunities and Challenges through the Learning Analytics Cyclecited by 6
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Citing papers per year: 2024: 2; 2025: 5; 2026: 6.
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- 2025Large language models for automated scholarly paper review: A surveycited by 61
- 2024Modifying AI, Enhancing Essays: How Active Engagement with Generative AI Boosts Writing Qualitycited by 5
- 2025Understanding Human-AI Trust in Educationcited by 4
- 2025Designing AI-Resilient Assessments Using Interconnected Problems: A Theoretically Grounded and Empirically Validated Frameworkcited by 1
- 2026What Students Ask, How a Generative AI Assistant Responds: Exploring Higher Education Students' Dialogues on Learning Analytics Feedbackcited by 1
- 2024"We do use it, but not how hearing people think": How the Deaf and Hard of Hearing Community Uses Large Language Model Toolscited by 0
- 2025Defining a Strategic Action Plan for AI in Higher Educationcited by 0
- 2025Academics and Generative AI: Empirical and Epistemic Indicators of Policy-Practice Voidscited by 0
- 2026Scalable Classification of Course Information Sheets Using Large Language Models: A Reusable Institutional Method for Academic Quality Assurancecited by 0
- 2026Multi-Level Barriers to Generative AI Adoption Across Disciplines and Professional Roles in Higher Educationcited by 0
- 2026Exploring Student Perception on Gen AI Adoption in Higher Education: A Descriptive Studycited by 0
- 2026AI in Work-Based Learning: Understanding the Purposes and Effects of Intelligent Tools Among Student Internscited by 0
- 2026A Comparative Analysis of Institutional and Course Generative AI Policies within Higher Education: Implications for Instruction in Computing Education14 Jul 2026
- 2026Exploring Student Perception on Gen AI Adoption in Higher Education: A Descriptive Study29 Mar 2026
- 2026Multi-Level Barriers to Generative AI Adoption Across Disciplines and Professional Roles in Higher Education27 Mar 2026
- 2026AI in Work-Based Learning: Understanding the Purposes and Effects of Intelligent Tools Among Student Interns20 Mar 2026
- 2026Scalable Classification of Course Information Sheets Using Large Language Models: A Reusable Institutional Method for Academic Quality Assurance13 Mar 2026
- 2026What Students Ask, How a Generative AI Assistant Responds: Exploring Higher Education Students' Dialogues on Learning Analytics Feedback8 Jan 2026
- 2025Designing AI-Resilient Assessments Using Interconnected Problems: A Theoretically Grounded and Empirically Validated Framework11 Dec 2025
- 2025Academics and Generative AI: Empirical and Epistemic Indicators of Policy-Practice Voids4 Nov 2025
- 2025Defining a Strategic Action Plan for AI in Higher Education2 Oct 2025
- 2025Understanding Human-AI Trust in Education10 Jun 2025
- 2025Large language models for automated scholarly paper review: A survey17 Jan 2025
- 2024Modifying AI, Enhancing Essays: How Active Engagement with Generative AI Boosts Writing Quality10 Dec 2024
- 2025Large language models for automated scholarly paper review: A surveycited by 61
- 2024Modifying AI, Enhancing Essays: How Active Engagement with Generative AI Boosts Writing Qualitycited by 5
- 2025Understanding Human-AI Trust in Educationcited by 4
- 2025Designing AI-Resilient Assessments Using Interconnected Problems: A Theoretically Grounded and Empirically Validated Frameworkcited by 1
- 2026What Students Ask, How a Generative AI Assistant Responds: Exploring Higher Education Students' Dialogues on Learning Analytics Feedbackcited by 1
- 2025Defining a Strategic Action Plan for AI in Higher Educationcited by 0
- 2025Academics and Generative AI: Empirical and Epistemic Indicators of Policy-Practice Voidscited by 0
- 2026Scalable Classification of Course Information Sheets Using Large Language Models: A Reusable Institutional Method for Academic Quality Assurancecited by 0
- 2026Multi-Level Barriers to Generative AI Adoption Across Disciplines and Professional Roles in Higher Educationcited by 0
- 2026Exploring Student Perception on Gen AI Adoption in Higher Education: A Descriptive Studycited by 0
- 2026AI in Work-Based Learning: Understanding the Purposes and Effects of Intelligent Tools Among Student Internscited by 0
- 2026A Comparative Analysis of Institutional and Course Generative AI Policies within Higher Education: Implications for Instruction in Computing Educationcited by 0
- 2026A Comparative Analysis of Institutional and Course Generative AI Policies within Higher Education: Implications for Instruction in Computing Education14 Jul 2026
- 2026Exploring Student Perception on Gen AI Adoption in Higher Education: A Descriptive Study29 Mar 2026
- 2026Multi-Level Barriers to Generative AI Adoption Across Disciplines and Professional Roles in Higher Education27 Mar 2026
- 2026AI in Work-Based Learning: Understanding the Purposes and Effects of Intelligent Tools Among Student Interns20 Mar 2026
- 2026Scalable Classification of Course Information Sheets Using Large Language Models: A Reusable Institutional Method for Academic Quality Assurance13 Mar 2026
- 2026What Students Ask, How a Generative AI Assistant Responds: Exploring Higher Education Students' Dialogues on Learning Analytics Feedback8 Jan 2026
- 2025Designing AI-Resilient Assessments Using Interconnected Problems: A Theoretically Grounded and Empirically Validated Framework11 Dec 2025
- 2025Academics and Generative AI: Empirical and Epistemic Indicators of Policy-Practice Voids4 Nov 2025
- 2025Defining a Strategic Action Plan for AI in Higher Education2 Oct 2025
- 2025Understanding Human-AI Trust in Education10 Jun 2025
- 2025Large language models for automated scholarly paper review: A survey17 Jan 2025
- 2024Modifying AI, Enhancing Essays: How Active Engagement with Generative AI Boosts Writing Quality10 Dec 2024