探索新领域还是失去联系?评估公众对元宇宙旅游的看法--一种大数据方法

IF 9.1 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM
Ali B. Mahmoud, Leonora Fuxman, Yousra Asaad, Konstantinos Solakis
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引用次数: 0

摘要

目的:Metaverse 正在迅速重塑人们对旅游业的理解,但公众对这一新领域的看法在很大程度上仍未得到实证研究。本文旨在以技术接受模型(TAM)和创新扩散理论(DIT)为基础,填补这一空白,为旅游业和技术领域的学者和从业人员提供重要的启示。 设计/方法/途径作者采用大数据方法,应用机器学习技术从三个著名的社交媒体平台上搜索社交媒体用户对最近与元旅游相关的热门帖子或视频发表的评论。清理过程将 15,461 条评论缩减至 2,650 条,然后使用主题、情感和情绪分析技术对这些评论进行了分析。许多人对其身临其境的功能表示敬畏和兴奋,但也有人对虚拟旅游的真实性持怀疑态度。其他主题显示,人们将虚拟旅游与现实世界旅游进行比较,讨论技术的作用,并指出其教育价值和新颖性。然而,一些评论对潜在的社会危害、剥削和心理健康影响表示担忧。情感分析发现,超过一半的评论是正面的,但也有一些是负面的。情感分析表明,满足感、幸福感和兴奋感最常见,但也有悲伤、担忧和孤独感。就作者所知,本研究是首批全面分析公众对 "元旅游 "的讨论的研究之一。它将 TAM 和罗杰斯的 DIT 又向前推进了一步,并为如何在新兴的 Metaverse 旅游领域运用这些理论提供了新的见解。这些主题揭示了影响公众元旅游信念的多维因素的新概念见解,从而为有关元旅游的虚拟互动和技术接受度的学术研究提供了信息。此外,研究结果还有助于旅游提供商、平台和营销人员在开发营销产品、体验和传播时,解决公众的突出信念和情感/态度问题。随着时间的推移,这种分析方法可用于跟踪公众对元界旅游不断发展的看法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring new realms or losing touch? Assessing public beliefs about tourism in the metaverse–a big-data approach

Purpose

The Metaverse is rapidly reshaping the understanding of tourism, yet the public perception of this new domain remains largely uncharted empirically. This paper aims to build on the technology acceptance model (TAM) and diffusion of innovations theory (DIT) to fill this gap, offering crucial insights that could inform scholars and practitioners in both the tourism and technology sectors.

Design/methodology/approach

Using a big-data approach, the authors applied machine learning to scrape comments made by social media users on recent popular posts or videos related to tourism in the Metaverse from three prominent social media platforms. The cleaning process narrowed down 15,461 comments to 2,650, which were then analysed using thematic, emotion and sentiment analysis techniques.

Findings

The thematic analysis revealed that virtual tourism evokes a complex range of public beliefs. While many express awe and excitement toward its immersive capabilities, others remain sceptical about authenticity compared to physical travel. Additional themes show people draw comparisons to real-world tourism, discuss technology’s role and note educational value and novelty. However, some comments raise concerns about potential societal harms, exploitation and mental health impacts. Sentiment analysis found over half of the comments positive, though some were negative. Emotion analysis showed contentment, happiness and excitement as most frequent, though sadness, worry and loneliness also featured. Overall, perceptions of Metaverse tourism encompass enthusiasm yet substantial ambivalence.

Originality/value

To the best of the authors’ knowledge, this study is one of the first to comprehensively analyse public discussions on Metaverse tourism. It takes TAM and Rogers’s DIT a step further and provides fresh insights into how these theories can be employed in the emerging field of Metaverse tourism. The themes revealed new conceptual insights into multidimensional factors shaping public beliefs about Metaverse tourism and thus informing scholarly research on virtual interaction and technology acceptance regarding Metaverse tourism. In addition, the results can help tourism providers, platforms and marketers address salient public beliefs and sentiments/attitudes in developing marketing offerings, experiences and communications. Over time, this analysis methodology can be used to track the evolving public perceptions of Metaverse tourism.

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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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