共享经济中的形象特征与需求——基于Airbnb的研究

IF 5.9 2区 管理学 Q1 BUSINESS
Jiaxiu He , Bingqing Li , Xin (Shane) Wang
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引用次数: 1

摘要

点对点市场和共享经济正在重塑许多市场。Airbnb因其非标准化、多样化的选择和高于酒店的价值而吸引了许多客户,但Airbnb的房产也比酒店有更多的不确定性。该属性的图像可以帮助解决不确定性。本研究主要关注背景图片(搜索结果中显示的图片),并研究背景图片的内容特征(客厅、卧室和室内设计)和美学特征(清晰度、亮度和对比度)如何影响年底16晚假期期间的预订率。作者开发了一个模型,其中包括视觉信息量、财产特征和主人特征,并通过使用一对市场(纽约市和旧金山)来计算倾向得分和构建工具变量来纠正内生性。结果表明,以客厅为背景并展示更多室内设计元素的背景图像会增加预订率,而以卧室为背景则会降低预订率。内容特色的效果比美学特色的效果更大,而且效果在经济上也很显著:例如,在背景图片中突出客厅的效果转化为35%的预订率增加,这相当于在假期期间增加了728美元的收入。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image features and demand in the sharing economy: A study of Airbnb

Peer-to-peer marketplaces and the sharing economy are reshaping many markets. Airbnb is attractive to many customers because of its non-standardized, diverse selections and superior value over hotels, but Airbnb properties also come with more uncertainty than hotels. Images of the property can help resolve uncertainty. This study focuses on the background image (the image displayed in search results) and examines how the background image’s content features (living room, bedroom, and interior design) and aesthetic features (clarity, brightness, and contrast) affect the booking rate during a 16-night end-of-year holiday period. The authors develop a model that includes the amount of visual information, property characteristics, and host characteristics, and correct for endogeneity by using a pair of markets (New York City and San Francisco) to calculate propensity scores and construct instrumental variables. The results show that having a background image that features the living room and shows more interior design elements increases the booking rate, while featuring a bedroom decreases it. The effects of the content features are larger than the effects of the aesthetic features, and the effects are economically significant: for example, the effect of featuring the living room in the background image translates into a 35% increase in the booking rate, which amounts to $728 more revenue during the holiday period.

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来源期刊
CiteScore
11.80
自引率
4.30%
发文量
77
审稿时长
66 days
期刊介绍: The International Journal of Research in Marketing is an international, double-blind peer-reviewed journal for marketing academics and practitioners. Building on a great tradition of global marketing scholarship, IJRM aims to contribute substantially to the field of marketing research by providing a high-quality medium for the dissemination of new marketing knowledge and methods. Among IJRM targeted audience are marketing scholars, practitioners (e.g., marketing research and consulting professionals) and other interested groups and individuals.
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