본문 바로가기
  • Home

Effects of Sense of Agency and Hallucination Risk on Perceived Task Efficiency in Generative AI Collaboration: Focusing on Exploratory Appropriation and Verification Effort

  • Journal of The Korea Society of Computer and Information
  • Abbr : JKSCI
  • 2026, 31(4), pp.191~198
  • Publisher : The Korean Society Of Computer And Information
  • Research Area : Engineering > Computer Science
  • Received : February 27, 2026
  • Accepted : April 8, 2026
  • Published : April 30, 2026

Jong Man Lee 1

1동양미래대학교

Accredited

ABSTRACT

This study aims to understand the collaborative mechanisms between humans and artificial intelligence as generative AI emerges as a new tool for academic and professional tasks. Specifically, drawing on adaptive structuration theory and cognitive load theory, this study investigates how users' sense of agency and AI hallucination risk influence perceived task efficiency, and analyzes the effects of exploratory appropriation and verification effort. Hierarchical regression analysis of a sample of 113 university students and working professionals using large language models revealed that sense of agency promotes exploratory appropriation, thereby enhancing perceived task efficiency, whereas hallucination risk increases verification effort. These findings suggest that genuine efficiency through AI is determined not by generation speed, but by the balance between exploratory expansion and verification optimization.

Citation status

* References for papers published after 2024 are currently being built.