The influence of neighbourhood environment on Airbnb: a geographically weighed regression analysis

Xu, Faye, Hu, M, La, L, Wang, J and Huang, C (2019) The influence of neighbourhood environment on Airbnb: a geographically weighed regression analysis. Tourism Geographies, 22 (1). pp. 192-209. ISSN 1461-6688

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Xu_etal_TG_2020_The_influence_of_neighbourhood_environment_on_Airbnb_a_geographically_weighed_regression_analysis.pdf - Accepted Version

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Sharing accommodation has emerged recently as a new business model in the accommodation sector. Due to the potential gentrification Airbnb might bring to an area, it is critical to understand the spatial patterns of sharing economy and its possible determinants.The neighbourhood environment has proven to be an important factor in the traditional hotel business, and whether it is the same for sharing accommodation is worth investigating. In this study, location data of 29,780 houses/apartments on in London was collected. Using Ordinal Least Square and Geography Weighed Regression analysis, the spatial distribution features of Airbnb and its relationship with neighbourhood environment in London were explored. The results show that sharing accommodation is mainly located in the city centre and around tourist attractions.Neighbourhood elements such as Water, Vegetation Coverage, Art & Human Landscape, Travel & Transport, University, Nightlife Spot emerged as important factors influencing Airbnb. In addition, the distribution of Airbnb in London is spatially non-stationary, in some areas high Airbnb is associated with higher transportation accessibility,in other areas, high Airbnb is associated with more attractions or nightlife spots, suggesting that the role of different factors varies in different regions, proving Tobler’s first law of geography.

Item Type: Article
Identifier: 10.1080/14616688.2019.1586987
Additional Information: This is an Accepted Manuscript of an article published by Taylor & Francis in Tourism Geographies on 28/03/19, available online:
Keywords: Sharing economy, sharing accommodation, spatial distribution, Airbnb, London, neighbourhood environment
Subjects: Hospitality and tourism > Tourism
Related URLs:
Depositing User: Faye Xu
Date Deposited: 05 Jun 2020 16:13
Last Modified: 06 Feb 2024 16:03


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