Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: using structural topic model
Introduction: Online reviews have become an important source of information for investigating customers’ consumption experiences in academic studies. In the context of sharing economy-based accommodation, various studies have been conducted to investigate the user experience of Airbnb by analyzing o...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Frontiers Media
2023
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| Online Access: | http://psasir.upm.edu.my/id/eprint/107849/ http://psasir.upm.edu.my/id/eprint/107849/1/fpsyg-14-1120845.pdf |
| _version_ | 1848865006625488896 |
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| author | Ding, Kai Choo, Wei Chong Ng, Keng Yap Zhang, Qing |
| author_facet | Ding, Kai Choo, Wei Chong Ng, Keng Yap Zhang, Qing |
| author_sort | Ding, Kai |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Introduction: Online reviews have become an important source of information for investigating customers’ consumption experiences in academic studies. In the context of sharing economy-based accommodation, various studies have been conducted to investigate the user experience of Airbnb by analyzing online reviews; however, most previous Airbnb studies had focused on analyzing the user experience of Airbnb at a holistic level without distinguishing the accommodation attributes of Airbnb. Therefore, this article aimed to investigate how the preferences revealed by Airbnb users in online reviews vary across Airbnb listings with different levels of sharing and price ranges.
Methods: This study analyzed 181,190 online reviews under Airbnb listings in Kuala Lumpur, Malaysia, using the structural topic model (STM).
Results: This study identified 21 topics related to Airbnb service and product attributes.
Discussion: The findings show that Airbnb users who stay at entire property are more concerned with the hedonic value of their stay, while those who stay at shared property are more concerned with the utilitarian value. The purposes of the host–guest interaction were also found to differ between these two types of Airbnb accommodations. Regarding the effect of listing prices on users’ preferences, findings reveal that those staying at lower-priced rooms were more concerned about the convenience of exploring the surrounding area, while those who stayed at higher-priced rooms were more concerned about the surrounding environment and the interior facilities of the property. |
| first_indexed | 2025-11-15T13:57:51Z |
| format | Article |
| id | upm-107849 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T13:57:51Z |
| publishDate | 2023 |
| publisher | Frontiers Media |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-1078492024-12-10T02:25:43Z http://psasir.upm.edu.my/id/eprint/107849/ Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: using structural topic model Ding, Kai Choo, Wei Chong Ng, Keng Yap Zhang, Qing Introduction: Online reviews have become an important source of information for investigating customers’ consumption experiences in academic studies. In the context of sharing economy-based accommodation, various studies have been conducted to investigate the user experience of Airbnb by analyzing online reviews; however, most previous Airbnb studies had focused on analyzing the user experience of Airbnb at a holistic level without distinguishing the accommodation attributes of Airbnb. Therefore, this article aimed to investigate how the preferences revealed by Airbnb users in online reviews vary across Airbnb listings with different levels of sharing and price ranges. Methods: This study analyzed 181,190 online reviews under Airbnb listings in Kuala Lumpur, Malaysia, using the structural topic model (STM). Results: This study identified 21 topics related to Airbnb service and product attributes. Discussion: The findings show that Airbnb users who stay at entire property are more concerned with the hedonic value of their stay, while those who stay at shared property are more concerned with the utilitarian value. The purposes of the host–guest interaction were also found to differ between these two types of Airbnb accommodations. Regarding the effect of listing prices on users’ preferences, findings reveal that those staying at lower-priced rooms were more concerned about the convenience of exploring the surrounding area, while those who stayed at higher-priced rooms were more concerned about the surrounding environment and the interior facilities of the property. Frontiers Media 2023-02-17 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/107849/1/fpsyg-14-1120845.pdf Ding, Kai and Choo, Wei Chong and Ng, Keng Yap and Zhang, Qing (2023) Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: using structural topic model. Frontiers in Psychology, 14. pp. 1-15. ISSN 1664-1078 https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2023.1120845/full 10.3389/fpsyg.2023.1120845 |
| spellingShingle | Ding, Kai Choo, Wei Chong Ng, Keng Yap Zhang, Qing Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: using structural topic model |
| title | Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: using structural topic model |
| title_full | Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: using structural topic model |
| title_fullStr | Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: using structural topic model |
| title_full_unstemmed | Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: using structural topic model |
| title_short | Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: using structural topic model |
| title_sort | exploring changes in guest preferences for airbnb accommodation with different levels of sharing and prices: using structural topic model |
| url | http://psasir.upm.edu.my/id/eprint/107849/ http://psasir.upm.edu.my/id/eprint/107849/ http://psasir.upm.edu.my/id/eprint/107849/ http://psasir.upm.edu.my/id/eprint/107849/1/fpsyg-14-1120845.pdf |