The metaverse experience: a big data approach to virtual service consumption

IF 9.1 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM International Journal of Contemporary Hospitality Management Pub Date : 2024-08-30 DOI:10.1108/ijchm-08-2023-1305
Aikaterini Manthiou, Van Ha Luong, Kafia Ayadi, Phil Klaus
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Abstract

Purpose

The experience of leaving the real world and entering a virtual service environment makes many individuals happy. This study heeds the call by multiple researchers to conceptualize, interpret and illustrate the impact of the perceived service experience in the metaverse in a holistic way. In particular, this study aims to understand how the consumption of experiences is perceived in a metaversal space.

Design/methodology/approach

The authors analyze mega virtual live events with famous artists broadcast in virtual worlds. The authors take a big data approach and include two studies to gain insight into the online public audience’s perceptions and experiences in the metaverse. In the first study, the authors analyze text from YouTube with Leximancer. In the second study, the authors go one step further to refine the conceptual model from Study 1. The authors scrutinize additional Facebook comments using seeded Latent Dirichlet Allocation (LDA).

Findings

The findings reveal that the meta service experience (MEX) encompasses four dimensions: immersion, metascape, immediacy and hedonism.

Originality/value

This research provides important guidance not only for consumer behavior scholars but also for service marketers and event planners. The study proposes research opportunities to advance service experience research in the metaverse.

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元宇宙体验:虚拟服务消费的大数据方法
目的 离开现实世界,进入虚拟服务环境的体验让许多人感到愉悦。本研究响应了多位研究人员的呼吁,以一种全面的方式对元虚拟空间中感知到的服务体验的影响进行概念化、解释和说明。设计/方法/途径作者分析了在虚拟世界中播出的著名艺术家的大型虚拟现场活动。作者采用大数据方法,包括两项研究,以深入了解在线公众受众在元宇宙中的感知和体验。在第一项研究中,作者利用 Leximancer 分析了 YouTube 上的文本。在第二项研究中,作者进一步完善了第一项研究中的概念模型。研究结果研究结果表明,元服务体验(MEX)包含四个维度:沉浸感、元景观、即时性和享乐主义。该研究提出了推进元场景服务体验研究的机会。
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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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