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

IF 9.1 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM International Journal of Contemporary Hospitality Management Pub Date : 2024-04-05 DOI:10.1108/ijchm-11-2023-1767
Yu Li, Soyeun Olivia Lee
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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.

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领航人工智能生成式旅游景观:ChatGPT 对从新用户到忠实用户演变的影响
目的 本研究植根于承受能力--实现理论和传播理论,旨在批判性地研究在旅游决策的背景下,聊天工具如何影响用户从新用户向忠诚拥护者的转变。本研究采用定量方法对 477 名受访者的数据进行分析,这些受访者是通过韩国领先的市场调研公司 Embrain 在线自填问卷收集的。研究结果研究结果表明,提高 ChatGPT 的沟通质量,尤其是准确性、时效性和可理解性方面的质量,是一项至关重要的需求。个性化是认知信任的关键驱动因素,而拟人化则对ET有显著影响。有趣的是,本研究揭示了在旅游推荐的背景下,用户对 ChatGPT 的信任主要是在认知层面上产生的,这对用户的忠诚度和后续采用意向产生了重大影响。原创性/价值作为新兴的 GenAI 领域中为数不多的实证研究论文之一,本研究提出了一个高度解释性的模型,用于解释在旅游推荐中使用 ChatGPT 时,从承受能力到实际应用的过程。
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来源期刊
CiteScore
16.90
自引率
31.50%
发文量
239
期刊介绍: The International Journal of Contemporary Hospitality Management serves as a conduit for disseminating the latest developments and innovative insights into the management of hospitality and tourism businesses globally. The journal publishes peer-reviewed papers that comprehensively address issues pertinent to strategic management, operations, marketing, finance, and HR management in the field of hospitality and tourism.
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