International Journal of Evaluation and Research in Education (IJERE)
Vol 14, No 2: April 2025

Examining GenAI readiness and behavioral intention of adult learners: a PLS-SEM and IPMA approach

Chan, Josephine Ie Lyn (Unknown)
Tan, Saw Fen (Unknown)
Chew, Meng Cheng (Unknown)



Article Info

Publish Date
01 Apr 2025

Abstract

In the current rapidly changing technological landscape, emerging technologies such as generative artificial intelligence (GenAI) continue to disrupt adult learners’ preparedness for the AI-driven future in the workplace and in society. This study aimed to explore the factors of adult learners’ behavioral intention towards adopting GenAI. A quantitative approach was used where a self-administered online survey was randomly distributed to existing adult learners at an open and distance learning (ODL) institution in Malaysia. There were 484 responses, however, due to straightlining and outlier issues, only 460 were usable. Data analysis used SPSS version 28 for data cleaning and descriptive statistics, and SmartPLS 4 to perform partial least squares structural equation modelling (PLS-SEM) and the assessment of importance-performance matrix analysis (IPMA). The findings indicated that GenAI readiness constructs of ability and ethics positively predict adult learners’ intention to adopt GenAI. Management of the university should address the performance gap in ability, maintain ethical awareness, and improve the performance of vision and cognition.

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Journal Info

Abbrev

IJERE

Publisher

Subject

Education

Description

The International Journal of Evaluation and Research in Education (IJERE) is an interdisciplinary publication of original research and writing on education which publishes papers to international audiences of educational researchers. The IJERE aims to provide a forum for scholarly understanding of ...