To be honest or positive? The effect of Airbnb host description on consumer behavior

IF 6.7 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Xinyu Sun, Li Gui, Bin Cai
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引用次数: 0

Abstract

On accommodation-sharing platform, host self-description influence consumer behavior as an important information. Based on the Perceived Value Theory and the Expectation Confirmation Theory, we developed an analytical framework to investigate the relationship between host description strategies and consumer behavior of room booking and satisfaction. We measured host description strategies (honest description and positive description) using machine learning and rule-based text analysis methods. Then we verified the different effects of two host description strategies on each of consumer behaviors based on a panel dataset from Airbnb. Positive description and honest description have a positive impact on room booking and consumer satisfaction respectively. Room price moderates the relationship between host descriptions and consumer behaviors. A highly positive description strategy can promote bookings for high-priced listings but decrease satisfaction. The honest description strategy has a positive effect on the bookings of low-priced listings. This study contributes to tourism literature and property hosts in practice.

诚实还是积极?Airbnb 房东描述对消费者行为的影响
在住宿共享平台上,房东自我描述是影响消费者行为的重要信息。基于感知价值理论(Perceived Value Theory)和期望确认理论(Expectation Confirmation Theory),我们建立了一个分析框架来研究房东描述策略与消费者订房行为和满意度之间的关系。我们使用机器学习和基于规则的文本分析方法测量了房东描述策略(和)。然后,我们基于 Airbnb 的面板数据集,验证了两种房东描述策略对消费者行为的不同影响。房间价格调节了房东描述与消费者行为之间的关系。高价策略可以促进高价房源的预订,但会降低满意度。该策略对低价房源的预订有积极影响。本研究对旅游文献和房东实践都有贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Decision Support Systems
Decision Support Systems 工程技术-计算机:人工智能
CiteScore
14.70
自引率
6.70%
发文量
119
审稿时长
13 months
期刊介绍: The common thread of articles published in Decision Support Systems is their relevance to theoretical and technical issues in the support of enhanced decision making. The areas addressed may include foundations, functionality, interfaces, implementation, impacts, and evaluation of decision support systems (DSSs).
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