AI 추천 챗봇의 언어 프레임이 영화 선택 확신에 미치는 영향: 인지욕구(NFC)의 조절 효과

The Effect of Chatbot Language Frames in AI Recommendation Interface Design on Movie Choice Decision Making: The Moderating Role of Need for Cognition (NFC)

초록

This study investigated the effect of language frames (analog vs. numeric) on users' confidence in the recommendation and the moderating role of need for cognition (NFC) in AI movie recommendation chatbot. A 2 × 2 online experiment with 175 adults aged 20-39 found that the frame × NFC interaction was not supported (p > .05). However, post-hoc analyses revealed: (1) a mediation effect of emotional processing between an alog framing and confidence-inspiring scale (CIS); (2) a main effect of NFC on CIS (p < .05); and (3) 'Learn More' clickers reported significantly lower CIS than non-clickers. The findings suggest universal use of analog framing rather than user-trait-based differentiation, and caution against prominent information-seeking options.

키워드

AI 추천 시스템언어 프레임인지욕구(NFC)확신 고취(confidence-inspiring)챗봇 인터페이스AI RecommendationLanguage FrameConfidence-InspiringNeed for CognitionChatbot
제목
AI 추천 챗봇의 언어 프레임이 영화 선택 확신에 미치는 영향: 인지욕구(NFC)의 조절 효과
제목 (타언어)
The Effect of Chatbot Language Frames in AI Recommendation Interface Design on Movie Choice Decision Making: The Moderating Role of Need for Cognition (NFC)
저자
엄주희김승인
DOI
10.21186/IPR.2026.11.3.031
발행일
2026-07
유형
Y
저널명
산업진흥연구
11
3
페이지
31 ~ 37