← Back to Research Radar
Academic Publication Academic Publication

Generative AI and Higher Education: Trends, Challenges, and Future Directions from a Systematic Literature Review

159
Citations
October 28, 2024
Published Date

Research Abstract & Technology Focus

(1) Background: The development of generative artificial intelligence (GAI) is transforming higher education. This systematic literature review synthesizes recent empirical studies on the use of GAI, focusing on its impact on teaching, learning, and institutional practices. (2) Methods: Following PRISMA guidelines, a comprehensive search strategy was employed to locate scientific articles on GAI in higher education published by Scopus and Web of Science between January 2023 and January 2024. (3) Results: The search identified 102 articles, with 37 meeting the inclusion criteria. These studies were grouped into three themes: the application of GAI technologies, stakeholder acceptance and perceptions, and specific use situations. (4) Discussion: Key findings include GAI’s versatility and potential use, student acceptance, and educational enhancement. However, challenges such as assessment practices, institutional strategies, and risks to academic integrity were also noted. (5) Conclusions: The findings help identify potential directions for future research, including assessment integrity and pedagogical strategies, ethical considerations and policy development, the impact on teaching and learning processes, the perceptions of students and instructors, technological advancements, and the preparation of future skills and workforce readiness. The study has certain limitations, particularly due to the short time frame and the search criteria, which might have varied if conducted by different researchers.
generative higher education trends challenges future
Read Full Literature

AI Semantic Synergy Context

Connecting this academic literature to real-world market discussions and products.

crossref.org › academic paper
100%
🔥

Generative AI and Higher Education: Trends, Challenges, and Future Directions from a Systematic Literature Review

(1) Background: The development of generative artificial intelligence (GAI) is transforming higher education. This systematic literature review synthesizes recent empirical studies on the use of GA...
crossref.org › academic paper
0%

The impact of generative AI on higher education learning and teaching: A study of educators’ perspectives

No description provided.
crossref.org › academic paper
0%

Future research recommendations for transforming higher education with generative AI

No description provided.
crossref.org › academic paper
0%

Generative AI Applications in Architecture, Engineering, and Construction: Trends, Implications for Practice, Education & Imperatives for Upskilling—A Review

This study investigates the current landscape of generative AI and LLM applications in architecture, engineering, and construction (AEC), focusing on trends, practical implications, educational str...
crossref.org › academic paper
0%

Generative artificial intelligence: a systematic review and applications

Abstract In recent years, the study of artificial intelligence (AI) has undergone a paradigm shift. This has been propelled by the groundbreaking capabilities of generative models both in...

Frequently Asked Questions (FAQ)

Curated market intelligence mapped to this research.

What is the core focus of the research titled 'Generative AI and Higher Education: Trends, Challenges, and Future Directions from a Systematic Literature Review'?

This literature focuses on: (1) Background: The development of generative artificial intelligence (GAI) is transforming higher education. This systematic literature review synthesizes recent empirical studies on the use of GAI, focusing on its impact on teaching, learning, a...

Are there open-source GitHub repositories related to Generative AI and Higher Education: Trends, Challenges, and Future Directions from a Systematic Literature Review?

Yes, open-source projects like opensquilla/opensquilla (OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density) are actively building upon these concepts.

Which startups are commercializing the technology behind Generative AI and Higher Education: Trends, Challenges, and Future Directions from a Systematic Literature Review?

Products like Mozart Studio 1.0 are bringing this to market. Their focus is: A Generative Audio Workstation with VSTs.

What other academic literature is closely related to 'Generative AI and Higher Education: Trends, Challenges, and Future Directions from a Systematic Literature Review'?

Yes, highly correlated activity was mapped. An entry titled 'Generative AI and Higher Education: Trends, Challenges, and Future Directions from a Systematic Literature Review' discusses this: (1) Background: The development of generative artificial intelligence (GAI) is transforming higher education. This systematic literature review syn...

Cite this Market Intelligence Report

Reference our AI-mapped synergy between this research and the commercial market to instantly build authority.

Commercial Realization

Startups and Open Source tools heavily associated with the concepts explored in this paper.

Associated Media Narrative