ERIC Number: EJ1462807
Record Type: Journal
Publication Date: 2024
Pages: 28
Abstractor: As Provided
ISBN: N/A
ISSN: N/A
EISSN: EISSN-2073-7904
Available Date: 0000-00-00
The AI-Knowledge Management Nexus for Sustainable Learning: A PLS-SEM Study
Knowledge Management & E-Learning, v16 n4 p811-837 2024
Integrating artificial intelligence (AI) with knowledge management (KM) practices presents a promising avenue for advancing sustainable learning in higher education. However, empirical research exploring this synergy remains limited, particularly in developing countries. This study aimed to investigate the impact of AI-enhanced KM practices on sustainable learning outcomes in Indian higher education institutions. A proposed model was tested using a sample of 401 student responses, analysed through partial least square equation modelling (PLS-SEM) using SmartPLS 4. The findings revealed that AI-driven knowledge creation, storage, discovery, and prediction significantly contribute to sustainable learning when implemented ethically. Conversely, AI-based knowledge capture practices and tailored knowledge delivery did not significantly influence sustainable learning environments. The model exhibited substantial explanatory power regarding sustainable learning outcomes. This study contributes to the "knowledge-based view" and "absorptive capacity" theory by exploring the integration of AI and KM in education. Furthermore, it advances the "responsible AI paradigm" by addressing ethical considerations in AI-enhanced educational systems. The results provide a foundation for future research on the interplay between AI, KM, and sustainable learning, offering valuable insights for transforming educational practices and promoting lifelong learning in higher education.
Descriptors: Artificial Intelligence, Technology Uses in Education, Knowledge Management, Sustainability, Technology Integration, Higher Education, Foreign Countries, College Students, Prediction, Ethics, Learning Processes, Lifelong Learning, Information Storage
Laboratory of Knowledge Management & E-Learning. Web site: http://www.kmel-journal.org/ojs/index.php/online-publication
Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Location: India
Grant or Contract Numbers: N/A
Author Affiliations: N/A