引导而又约束:房屋规则对 P2P 住宿租赁绩效的倒 U 型效应

IF 10.9 1区 管理学 Q1 ENVIRONMENTAL STUDIES Tourism Management Pub Date : 2024-11-16 DOI:10.1016/j.tourman.2024.105081
Yuan Wang , Yu Fu , Xiang (Robert) Li
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引用次数: 0

摘要

房屋规则对于 P2P 住宿房东规范客人行为和管理其房产至关重要;然而,对于客人来说,这些规则也可能是一把双刃剑。本研究拟从人类地域性的角度研究房屋规则的联合效应,并强调两种心理机制--不确定性降低和心理反应--强调了房屋规则数量与租赁业绩之间的非线性关系。我们使用半监督机器学习技术以及普通最小二乘法和贝叶斯估计法处理了 12108 份 Airbnb 房源样本。研究结果显示了一种倒 U 型关系:房屋规则的数量最初对租赁业绩有积极影响,但超过一定阈值后,这种影响就变成了消极影响。客户评论量缓解了这种关系。通过贝叶斯后验分布对倒 U 型关系存在的条件进行了正式检验。实验证据为所提出的机制提供了进一步支持。
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Guided yet constrained: The inverted U-shaped effect of house rules on P2P accommodation rental performance
House rules are essential for P2P accommodation hosts to regulate guest behavior and manage their properties; however, they can also represent a double-edged sword for guests. This research proposes to examine the joint effects of house rules from the perspective of human territoriality, and highlights two psychological mechanisms—uncertainty reduction and psychological reactance—that underline the nonlinear relationship between the number of house rules and rental performance. A sample of 12,108 Airbnb listings was processed using semi-supervised machine learning techniques as well as ordinary least squares and Bayesian estimations. Findings revealed an inverted U-shaped relationship: the number of house rules initially had a positive impact on rental performance, but this effect turned negative beyond a certain threshold. This relationship was mitigated by customer review volume. Conditions for the existence of an inverted U-shaped relationship were formally tested via Bayesian posterior distributions. Experimental evidence provided further support for the proposed mechanisms.
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来源期刊
Tourism Management
Tourism Management Multiple-
CiteScore
24.10
自引率
7.90%
发文量
190
审稿时长
45 days
期刊介绍: Tourism Management, the preeminent scholarly journal, concentrates on the comprehensive management aspects, encompassing planning and policy, within the realm of travel and tourism. Adopting an interdisciplinary perspective, the journal delves into international, national, and regional tourism, addressing various management challenges. Its content mirrors this integrative approach, featuring primary research articles, progress in tourism research, case studies, research notes, discussions on current issues, and book reviews. Emphasizing scholarly rigor, all published papers are expected to contribute to theoretical and/or methodological advancements while offering specific insights relevant to tourism management and policy.
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