导航生成式人工智能旅游景观:ChatGPT对从新用户到忠实采纳者演变的影响

Navigating the generative AI travel landscape: the influence of ChatGPT on the evolution from new users to loyal adopters

International Journal of Contemporary Hospitality Management · 2024
被引 72 · 同刊同年前 5%
ABS 3

中文导读

基于可供性实现理论和沟通理论,研究了ChatGPT如何影响用户在旅游决策中从新用户转变为忠实拥护者,发现沟通质量、个性化和拟人化对信任和忠诚度的作用。

Abstract

Purpose This study, rooted in affordance-actualization theory and communication theory, aims to critically examine how ChatGPT influences users’ transition from new adopters to loyal advocates within the context of travel decision-making. It incorporates constructs including communication quality, personalization, anthropomorphism, cognitive and emotional trust (ET), loyalty and intention to adopt into a comprehensive model. Design/methodology/approach This study used quantitative methods to analyze data from 477 respondents, collected online through a self-administered questionnaire by Embrain, a leading market research company in South Korea. Lavaan package within R studio was used for evaluating the measurement model through confirmatory factor analysis and using structural equation modeling to examine the proposed hypotheses. Findings The findings reveal a pivotal need for enhancing ChatGPT’s communication quality, particularly in terms of accuracy, currency and understandability. Personalization emerges as a key driver for cognitive trust, while anthropomorphism significantly impacts ET. Interestingly, the study unveils that in the context of travel recommendations, users’ trust in ChatGPT predominantly operates at the cognitive level, significantly impacting loyalty and subsequent adoption intentions. Practical implications The findings of this research provide valuable insights for improving Generative AI (GenAI) technology and management practices in travel recommendations. Originality/value As one of the few empirical research papers in the burgeoning field of GenAI, this study proposes a highly explanatory model for the process from affordance to actualization in the context of using ChatGPT for travel recommendations.

旅游管理人工智能应用消费者行为信任机制