Residential College | false |
Status | 已發表Published |
The beauty premium of tour guides in the customer decision-making process: An AI-based big data analysis | |
Yang, Fiona X.1; Li, Ying2; Li, Xiaotong1; Yuan, Jia1 | |
2022-06-01 | |
Source Publication | Tourism Management |
ABS Journal Level | 4 |
ISSN | 0261-5177 |
Volume | 93Pages:104575 |
Abstract | This study investigates how the facial cues of tour guides in their profile pictures, and especially aesthetically pleasing facial features, play a role in the different stages of a tourist's decision-making process. Facilitated by an artificial intelligence (AI) facial recognition system, a comprehensive model is developed which incorporates the facial and service cues of 3786 tour guides. The results show that beauty scores and smiles have a positive effect on purchase decisions, while post-service ratings are only subject to service cues. The contingency effects of the beauty premium are also examined. The results indicate greater beauty premium effects for females, and for tour guides who are responsible for chauffeured, package or walking tours. This research is a pioneering study in AI-based facial analyses in the context of tourism, and offers insights into the impression management of online profiles in the customer decision-making stages. |
Keyword | Beauty Premium Tour Guide Facial Recognition Artificial Intelligence Deep Learning Big Data |
DOI | 10.1016/j.tourman.2022.104575 |
Indexed By | SSCI |
Language | 英語English |
WOS Research Area | Environmental Sciences & Ecology ; Social Sciences - Other Topics ; Business & Economics |
WOS Subject | Environmental Studies ; Hospitality, Leisure, Sport & Tourism ; Management |
WOS ID | WOS:000833359600006 |
Publisher | ELSEVIER SCI LTD, THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, OXON, ENGLAND |
Scopus ID | 2-s2.0-85131451395 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Business Administration DEPARTMENT OF FINANCE AND BUSINESS ECONOMICS DEPARTMENT OF INTEGRATED RESORT AND TOURISM MANAGEMENT |
Corresponding Author | Yang, Fiona X. |
Affiliation | 1.Faculty of Business Administration, University of Macau, Avenida da Universidade, Taipa, Macau, China 2.School of Business, Macau University of Science and Technology, Taipa, Macau, China |
First Author Affilication | Faculty of Business Administration |
Corresponding Author Affilication | Faculty of Business Administration |
Recommended Citation GB/T 7714 | Yang, Fiona X.,Li, Ying,Li, Xiaotong,et al. The beauty premium of tour guides in the customer decision-making process: An AI-based big data analysis[J]. Tourism Management, 2022, 93, 104575. |
APA | Yang, Fiona X.., Li, Ying., Li, Xiaotong., & Yuan, Jia (2022). The beauty premium of tour guides in the customer decision-making process: An AI-based big data analysis. Tourism Management, 93, 104575. |
MLA | Yang, Fiona X.,et al."The beauty premium of tour guides in the customer decision-making process: An AI-based big data analysis".Tourism Management 93(2022):104575. |
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2022 TM.pdf(4200KB) | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | View Download |
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