建筑环境特征对Airbnb房源价格的影响及时空异质性——来自丹麦哥本哈根的实证研究

IF 0.8 4区 社会学 Q4 ENVIRONMENTAL STUDIES
Haoxiang Zhao
{"title":"建筑环境特征对Airbnb房源价格的影响及时空异质性——来自丹麦哥本哈根的实证研究","authors":"Haoxiang Zhao","doi":"10.1080/00167223.2023.2275037","DOIUrl":null,"url":null,"abstract":"ABSTRACTWith the emergence and development of sharing economy, Airbnb has established a global impact. Relatively low price is a major factor of its popularity, but the special pricing mode leads to risk of irrational decisions. Understanding the mechanism is of great practical significance, while existing research is limited in investigation into multidimensional built environment features and heterogeneity analysis from both perspectives of space and time. Based on Hedonic Price Method, combining Ordinary Least Squares and Geographically Weighted Regression, this research explores the influence of built environment features on Airbnb listing price and the spatio-temporal heterogeneity using datasets from December 2022 (low tourist season) and June 2023 (high tourist season) in Copenhagen. It is found that six indicators in three dimensions present statistically significant influence at the local scale, which exhibits great spatial dependence as well as certain temporal non-stationarity. The framework proposed provides methodological reference for subsequent research, and the findings will facilitate more targeted regulation of the pricing of Airbnb by authorities, promote the grasp of the attributes of listings for smarter pricing by hosts, support more reasonable choices by consumers, and contribute to more refined built environment practices by urban designers.KEYWORDS: AirbnbBuilt EnvironmentSpatio-temporal HeterogeneityHedonic Price MethodGeographically Weighted RegressionCopenhagen Disclosure statementNo potential conflict of interest was reported by the author(s).Notes1. https://news.airbnb.com/about-us2. https://web.archive.org/web/20150920003433/http://techcrunch.com/2012/01/26/airbnb-5-million-nights-booked-opening-6-new-international-offices-in-q1–20123. https://web.archive.org/web/20221127013500/https://edition.cnn.com/travel/article/lonely-planet-top-10-cities-2019/index.html4. https://web.archive.org/web/20121124023456/http://green-buzz.net/environment/10-worlds-greenest-cities5. https://web.archive.org/web/20200528060327/https://copenhagenizeindex.eu6. http://insideairbnb.com7. https://kk.statistikbank.dk8. https://www.openstreetmap.org9. https://www.tripadvisor.com10. https://cloud.google.com/apis","PeriodicalId":45790,"journal":{"name":"Geografisk Tidsskrift-Danish Journal of Geography","volume":"2011 33","pages":"0"},"PeriodicalIF":0.8000,"publicationDate":"2023-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Influence of built environment features on Airbnb listing price and the spatio-temporal heterogeneity: an empirical study from Copenhagen, Denmark\",\"authors\":\"Haoxiang Zhao\",\"doi\":\"10.1080/00167223.2023.2275037\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"ABSTRACTWith the emergence and development of sharing economy, Airbnb has established a global impact. Relatively low price is a major factor of its popularity, but the special pricing mode leads to risk of irrational decisions. Understanding the mechanism is of great practical significance, while existing research is limited in investigation into multidimensional built environment features and heterogeneity analysis from both perspectives of space and time. Based on Hedonic Price Method, combining Ordinary Least Squares and Geographically Weighted Regression, this research explores the influence of built environment features on Airbnb listing price and the spatio-temporal heterogeneity using datasets from December 2022 (low tourist season) and June 2023 (high tourist season) in Copenhagen. It is found that six indicators in three dimensions present statistically significant influence at the local scale, which exhibits great spatial dependence as well as certain temporal non-stationarity. The framework proposed provides methodological reference for subsequent research, and the findings will facilitate more targeted regulation of the pricing of Airbnb by authorities, promote the grasp of the attributes of listings for smarter pricing by hosts, support more reasonable choices by consumers, and contribute to more refined built environment practices by urban designers.KEYWORDS: AirbnbBuilt EnvironmentSpatio-temporal HeterogeneityHedonic Price MethodGeographically Weighted RegressionCopenhagen Disclosure statementNo potential conflict of interest was reported by the author(s).Notes1. https://news.airbnb.com/about-us2. https://web.archive.org/web/20150920003433/http://techcrunch.com/2012/01/26/airbnb-5-million-nights-booked-opening-6-new-international-offices-in-q1–20123. https://web.archive.org/web/20221127013500/https://edition.cnn.com/travel/article/lonely-planet-top-10-cities-2019/index.html4. https://web.archive.org/web/20121124023456/http://green-buzz.net/environment/10-worlds-greenest-cities5. https://web.archive.org/web/20200528060327/https://copenhagenizeindex.eu6. http://insideairbnb.com7. https://kk.statistikbank.dk8. https://www.openstreetmap.org9. https://www.tripadvisor.com10. https://cloud.google.com/apis\",\"PeriodicalId\":45790,\"journal\":{\"name\":\"Geografisk Tidsskrift-Danish Journal of Geography\",\"volume\":\"2011 33\",\"pages\":\"0\"},\"PeriodicalIF\":0.8000,\"publicationDate\":\"2023-11-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Geografisk Tidsskrift-Danish Journal of Geography\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/00167223.2023.2275037\",\"RegionNum\":4,\"RegionCategory\":\"社会学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENVIRONMENTAL STUDIES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Geografisk Tidsskrift-Danish Journal of Geography","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/00167223.2023.2275037","RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENVIRONMENTAL STUDIES","Score":null,"Total":0}
引用次数: 0

摘要

摘要随着共享经济的出现和发展,Airbnb在全球范围内建立了影响力。相对低廉的价格是其受欢迎的主要因素,但特殊的定价模式导致了非理性决策的风险。了解其机理具有重要的现实意义,而现有的研究仅限于从空间和时间两个角度对建筑环境的多维特征进行考察和异质性分析。本研究基于Hedonic Price Method,结合普通最小二乘和地理加权回归,利用哥本哈根2022年12月(旅游淡季)和2023年6月(旅游旺季)的数据集,探讨了建筑环境特征对Airbnb房源价格的影响及其时空异质性。研究发现,三个维度的6个指标在局部尺度上具有显著的统计影响,表现出很大的空间依赖性和一定的时间非平稳性。本文提出的框架为后续的研究提供了方法论上的参考,研究结果将有助于当局对Airbnb的定价进行更有针对性的监管,促进房东对房源属性的掌握,从而更明智地定价,支持消费者更合理的选择,并有助于城市设计师更精细的建筑环境实践。关键词:airbnb建筑环境时空异质性享乐价格方法地理加权回归哥本哈根披露声明作者未报告潜在的利益冲突。https://news.airbnb.com/about-us2。https://web.archive.org/web/20150920003433/http: / / techcrunch.com/2012/01/26/airbnb - 500万-晚上预定开6 -新-国际-办公室- - q1 - 20123。https://web.archive.org/web/20221127013500/https: / / edition.cnn.com/travel/article/lonely-planet-top-10-cities-2019/index.html4。https://web.archive.org/web/20121124023456/http: / / green-buzz.net/environment/10-worlds-greenest-cities5。https://web.archive.org/web/20200528060327/https: / / copenhagenizeindex.eu6。http://insideairbnb.com7。https://kk.statistikbank.dk8。https://www.openstreetmap.org9。https://www.tripadvisor.com10。https://cloud.google.com/apis
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Influence of built environment features on Airbnb listing price and the spatio-temporal heterogeneity: an empirical study from Copenhagen, Denmark
ABSTRACTWith the emergence and development of sharing economy, Airbnb has established a global impact. Relatively low price is a major factor of its popularity, but the special pricing mode leads to risk of irrational decisions. Understanding the mechanism is of great practical significance, while existing research is limited in investigation into multidimensional built environment features and heterogeneity analysis from both perspectives of space and time. Based on Hedonic Price Method, combining Ordinary Least Squares and Geographically Weighted Regression, this research explores the influence of built environment features on Airbnb listing price and the spatio-temporal heterogeneity using datasets from December 2022 (low tourist season) and June 2023 (high tourist season) in Copenhagen. It is found that six indicators in three dimensions present statistically significant influence at the local scale, which exhibits great spatial dependence as well as certain temporal non-stationarity. The framework proposed provides methodological reference for subsequent research, and the findings will facilitate more targeted regulation of the pricing of Airbnb by authorities, promote the grasp of the attributes of listings for smarter pricing by hosts, support more reasonable choices by consumers, and contribute to more refined built environment practices by urban designers.KEYWORDS: AirbnbBuilt EnvironmentSpatio-temporal HeterogeneityHedonic Price MethodGeographically Weighted RegressionCopenhagen Disclosure statementNo potential conflict of interest was reported by the author(s).Notes1. https://news.airbnb.com/about-us2. https://web.archive.org/web/20150920003433/http://techcrunch.com/2012/01/26/airbnb-5-million-nights-booked-opening-6-new-international-offices-in-q1–20123. https://web.archive.org/web/20221127013500/https://edition.cnn.com/travel/article/lonely-planet-top-10-cities-2019/index.html4. https://web.archive.org/web/20121124023456/http://green-buzz.net/environment/10-worlds-greenest-cities5. https://web.archive.org/web/20200528060327/https://copenhagenizeindex.eu6. http://insideairbnb.com7. https://kk.statistikbank.dk8. https://www.openstreetmap.org9. https://www.tripadvisor.com10. https://cloud.google.com/apis
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
CiteScore
5.20
自引率
0.00%
发文量
5
期刊介绍: DJG is an interdisciplinary, international journal that publishes peer reviewed research articles on all aspects of geography. Coverage includes such topics as human geography, physical geography, human-environment interactions, Earth Observation, and Geographical Information Science. DJG also welcomes articles which address geographical perspectives of e.g. environmental studies, development studies, planning, landscape ecology and sustainability science. In addition to full-length papers, DJG publishes research notes. The journal has two annual issues. Authors from all parts of the world working within geography or related fields are invited to publish their research in the journal.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信