共享经济中短期租赁价格的决定因素:以莫斯科的Airbnb为例

Q3 Economics, Econometrics and Finance Applied Econometrics Pub Date : 2022-01-01 DOI:10.22394/1993-7601-2022-65-5-28

E. Bobrovskaya, A. Polbin

{"title":"共享经济中短期租赁价格的决定因素:以莫斯科的Airbnb为例","authors":"E. Bobrovskaya, A. Polbin","doi":"10.22394/1993-7601-2022-65-5-28","DOIUrl":null,"url":null,"abstract":"In this paper we analyze pricing on a large online platform for short‐term rental housing Airbnb based on Moscow dataset in January 2021. We build a multiple regression model based on a hedonic price function. We identify the main price determinants and the features typical for the specified market. In addition, the results demonstrate the importance of applying quantile regression and geographically weighted regression for more detailed analysis of the determinants of short‐term rental prices.","PeriodicalId":8045,"journal":{"name":"Applied Econometrics","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Determinants of short-term rental prices in the sharing economy: The case of Airbnb in Moscow\",\"authors\":\"E. Bobrovskaya, A. Polbin\",\"doi\":\"10.22394/1993-7601-2022-65-5-28\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper we analyze pricing on a large online platform for short‐term rental housing Airbnb based on Moscow dataset in January 2021. We build a multiple regression model based on a hedonic price function. We identify the main price determinants and the features typical for the specified market. In addition, the results demonstrate the importance of applying quantile regression and geographically weighted regression for more detailed analysis of the determinants of short‐term rental prices.\",\"PeriodicalId\":8045,\"journal\":{\"name\":\"Applied Econometrics\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Econometrics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.22394/1993-7601-2022-65-5-28\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Economics, Econometrics and Finance\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Econometrics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22394/1993-7601-2022-65-5-28","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Economics, Econometrics and Finance","Score":null,"Total":0}

引用次数: 0

摘要

在本文中，我们基于2021年1月莫斯科的数据集，分析了大型在线平台Airbnb上短期租赁住房的定价。我们建立了一个基于享乐价格函数的多元回归模型。我们确定了主要的价格决定因素和特定市场的典型特征。此外，研究结果表明了应用分位数回归和地理加权回归对短期租金价格决定因素进行更详细分析的重要性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文

微信好友朋友圈 QQ好友复制链接

本刊更多论文

Determinants of short-term rental prices in the sharing economy: The case of Airbnb in Moscow

In this paper we analyze pricing on a large online platform for short‐term rental housing Airbnb based on Moscow dataset in January 2021. We build a multiple regression model based on a hedonic price function. We identify the main price determinants and the features typical for the specified market. In addition, the results demonstrate the importance of applying quantile regression and geographically weighted regression for more detailed analysis of the determinants of short‐term rental prices.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Applied Econometrics Economics, Econometrics and Finance-Economics, Econometrics and Finance (miscellaneous)

CiteScore

0.70

自引率

0.00%

发文量

期刊介绍： The Journal of Applied Econometrics is an international journal published bi-monthly, plus 1 additional issue (total 7 issues). It aims to publish articles of high quality dealing with the application of existing as well as new econometric techniques to a wide variety of problems in economics and related subjects, covering topics in measurement, estimation, testing, forecasting, and policy analysis. The emphasis is on the careful and rigorous application of econometric techniques and the appropriate interpretation of the results. The economic content of the articles is stressed. A special feature of the Journal is its emphasis on the replicability of results by other researchers. To achieve this aim, authors are expected to make available a complete set of the data used as well as any specialised computer programs employed through a readily accessible medium, preferably in a machine-readable form. The use of microcomputers in applied research and transferability of data is emphasised. The Journal also features occasional sections of short papers re-evaluating previously published papers. The intention of the Journal of Applied Econometrics is to provide an outlet for innovative, quantitative research in economics which cuts across areas of specialisation, involves transferable techniques, and is easily replicable by other researchers. Contributions that introduce statistical methods that are applicable to a variety of economic problems are actively encouraged. The Journal also aims to publish review and survey articles that make recent developments in the field of theoretical and applied econometrics more readily accessible to applied economists in general.