情感能卖吗?空间共享经济中情感表达对销售的影响

Xunyi Wang, Meiling Jiang, Wencui Han, Liangfei Qiu
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引用次数: 0

摘要

工业4.0概念背后的数字技术给经济带来了新的颠覆性变化。作为一种创新的服务模式,空间共享经济的独特特征要求在管理这种颠覆性的服务模式时理解情感和心理方面。我们从经验上考察了服务提供商提供的非结构化情感信息(即营销人员生成的内容)对空间共享平台(如Airbnb)中服务的受欢迎程度和销售的影响,这些影响超出了客观质量(如客人评级或物业的大小和设施)。为此,我们利用了一个独特的数据集,该数据集是来自纽约市(NYC)的Airbnb房源的大规模样本。面板分析和一系列稳健性检验的结果显示,服务提供者的情感表达与其服务销售之间存在曲线关系,即情绪表达的影响在低水平时为正,但在高水平时减弱。为了解决潜在的内生性,我们使用了2SLS-IV方法,结果验证了我们的发现。此外,我们进行了随机实验,以进一步建立因果推理。本研究对服务运营管理和共享经济的相关文献有重要贡献。我们的研究结果揭示了运营经理和服务提供商如何在空间共享平台中使用情感信息。我们提供了实际的例子来指导他们的行动。这些见解对其他平台所有者和用户利用情感信息并改善结果也有启示。
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Do Emotions Sell? The Impact of Emotional Expressions on Sales in Space-Sharing Economy
The digital technology underlying the concept of Industry 4.0 has brought new disruptive changes to the economy. As an innovative service model, the unique characteristics of the space-sharing economy require the understanding of emotional and psychological aspects in managing such a disruptive service model. We empirically examine the impact of unstructured emotional information that service providers offer (i.e., marketer-generated content) on the popularity and sales of services in space-sharing platforms (e.g., Airbnb) above and beyond objective qualities such as guest ratings or the size and amenities of the properties. For this, we leverage a unique dataset of a large-scale sample of Airbnb listings from New York City (NYC). The results of a panel analysis and a series of robustness checks reveal a curvilinear association between the affective expression of service providers and the sales of their services, that is, the effect of emotional expressions is positive at low levels, but it diminishes at high levels. To address the potential endogeneity, we use a 2SLS-IV approach, and the results validate our findings. Moreover, we conduct a randomized experiment to further establish causal inference. This study makes valuable contributions to the literature on service operation management and the sharing economy. Our findings shed light on how operations managers and service providers can use emotional information in space-sharing platforms. We provide practical examples to guide their actions. These insights also have implications for other platform owners and users to leverage emotional information and improve outcomes.
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