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Intra-City Tourism Flow Forecasting: A Novel Deep Learning Model
IF 4.1 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-03-11 DOI: 10.1002/jtr.70011
Weimin Zheng, Xin Guo, Jianqiang Li

Intra-city tourism flow forecasting plays a critical part in urban destination management and planning. However, research on this issue is extremely inadequate because of the challenges of intra-city tourism flow forecasting and the difficulty of obtaining data on intra-city tourism flows. Therefore, this study aims to construct a novel deep learning model that integrates a graph attention network and long short-term memory for the accurate prediction of intra-city tourism flows. A study was conducted in Xiamen, China, to confirm the validity of the proposed model supported by taxi data. The results reveal that the proposed model is applicable to intra-city tourism flow forecasting and outperforms popular benchmarks in terms of forecasting accuracy and robustness. At last, our model effectively obtains information on distribution and temporal fluctuation of tourism flows.

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引用次数: 0
Effects of Past Tourism Experience on the Current Travel Motivations of Japanese Travellers
IF 4.1 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-02-28 DOI: 10.1002/jtr.2802
Yuta Mitsuhashi, Yuichi Wada

This study aimed to elucidate the influences of past tourism experiences, as well as the impact of sex and age on tourism motivations, targeting the Japanese population. A total of 1046 survey responses collected through a web-based questionnaire survey were analysed by qualitative research methods. The analysis revealed five tourism motivations. Among these, ‘escape/relax’, ‘pleasure trip’, and ‘expansion of a personal point of view’ were more prominent in women compared with men. Conversely, the ‘autonomy’ factor was more pronounced in men than in women. Younger individuals with more tourism experience tended to have higher tourism motivations, whereas older individuals with less tourism experience exhibited lower tourism motivations. The results emphasise the need to develop more personalised tourism marketing strategies that consider an individual's travel history.

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引用次数: 0
Exploring Arousal in GCC as a Mediator of Impulsive Behavior Among Tourists in E-Sports Tourism: Insights From Gulf Countries' Collective Culture
IF 4.1 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-02-28 DOI: 10.1002/jtr.2763
Nadia Adnan, Dalia Abdelrahman Farrag, Mohammad Nurul Alam

The surge in e-sports tourism globally, with China at the forefront of revenue generation and GCC nations striving for preeminence, has spurred interest in impulsive behavior among e-sports tourists within Gulf collective cultures. Grounded in arousal theory, a survey of 562 GCC participants unveils noteworthy findings: human stimuli and the success of the information system significantly impact arousal levels. Motivations for e-sports tourism, concerns surrounding group honor, and cultural identification serve to intensify arousal, thereby influencing impulsive actions. Arousal functions as a mediating factor, except for formation quality, which alters the impulsive behavior–environment relationship. This research underscores the profound influence of psychological and physical factors in shaping arousal levels and traveler behavior within collective cultures in e-sports tourism. Additionally, it furnishes valuable guidance for event planners in the e-sports industry, aiding in the optimization of settings to achieve desired arousal levels and enhance the overall tourism experience.

{"title":"Exploring Arousal in GCC as a Mediator of Impulsive Behavior Among Tourists in E-Sports Tourism: Insights From Gulf Countries' Collective Culture","authors":"Nadia Adnan,&nbsp;Dalia Abdelrahman Farrag,&nbsp;Mohammad Nurul Alam","doi":"10.1002/jtr.2763","DOIUrl":"https://doi.org/10.1002/jtr.2763","url":null,"abstract":"<div>\u0000 \u0000 <p>The surge in e-sports tourism globally, with China at the forefront of revenue generation and GCC nations striving for preeminence, has spurred interest in impulsive behavior among e-sports tourists within Gulf collective cultures. Grounded in arousal theory, a survey of 562 GCC participants unveils noteworthy findings: human stimuli and the success of the information system significantly impact arousal levels. Motivations for e-sports tourism, concerns surrounding group honor, and cultural identification serve to intensify arousal, thereby influencing impulsive actions. Arousal functions as a mediating factor, except for formation quality, which alters the impulsive behavior–environment relationship. This research underscores the profound influence of psychological and physical factors in shaping arousal levels and traveler behavior within collective cultures in e-sports tourism. Additionally, it furnishes valuable guidance for event planners in the e-sports industry, aiding in the optimization of settings to achieve desired arousal levels and enhance the overall tourism experience.</p>\u0000 </div>","PeriodicalId":51375,"journal":{"name":"International Journal of Tourism Research","volume":"27 2","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143513682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of Tourists' Perceived Crowding on Tourist Loyalty Based on Overcrowded Tourist Attraction in Bangladesh: The Mediating Role of Destination Attractiveness
IF 4.1 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-02-28 DOI: 10.1002/jtr.2764
Masum Miah, Md. Mahbubul Haq, Subarna Biswas, Gabor Szabo-Szentgroti, Virág Walter

For the study, the researchers proposed a multidimensional way to measure tourist-perceived crowding (TPC) and an integrated approach to tourist loyalty from a customer perspective based on the stimulus organism response model. A structural equation modeling was applied to examine the relationship among variables using the data collected from Bangladesh's crowded and popular tourist attractions. The study found that neutral crowding has significant negative effects and personal crowding has significant positive effects on destination attractiveness, but social crowding has no relationship with destination attractiveness. Moreover, social crowding directly affects tourist loyalty, but neutral and personal crowding indirectly affect tourist loyalty by mediating destination attractiveness. This study suggested a new result: TPC has both negative and positive impacts on destination attractiveness in overcrowded destinations. From the management perspective, the study suggested interesting insights for crowding and destination management, which ultimately affect tourist loyalty.

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引用次数: 0
Medical Tourism for Gender Identity Affirmation: Transgender Perspectives
IF 4.1 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-02-28 DOI: 10.1002/jtr.2805
Antony King Fung Wong, Thanakarn Bella Vongvisitsin, Brenda Rodriguez Alegre

Medical tourism offers specialized healthcare services and leisure opportunities, serving as a critical journey for transgender individuals seeking gender affirmation. Drawing upon social identity framework, gender affirmation contributes to membership and belongingness within a gender group, enhancing social acceptance. Medical tourism is often the only option for some transgender individuals due to local social stigma and discrimination, exposing them to greater vulnerability. However, there is limited research that explores transgender perspectives. This study deploys planned behavior and protection motivation theories to identify influential factors in transgender medical travel intentions. Employing a structured survey, rigorously designed and distributed among 435 Thai and Filipino transgender participants, the research quantitatively assessed how attitudes, norms, efficacy, and identity factors significantly influence their decisions, overshadowing health threat perceptions. Findings suggest responsible strategies that promote holistic transgender well-being and highlight the need for a nuanced approach when navigating sociocultural and legal dynamics in transgender medical tourism.

{"title":"Medical Tourism for Gender Identity Affirmation: Transgender Perspectives","authors":"Antony King Fung Wong,&nbsp;Thanakarn Bella Vongvisitsin,&nbsp;Brenda Rodriguez Alegre","doi":"10.1002/jtr.2805","DOIUrl":"https://doi.org/10.1002/jtr.2805","url":null,"abstract":"<div>\u0000 \u0000 <p>Medical tourism offers specialized healthcare services and leisure opportunities, serving as a critical journey for transgender individuals seeking gender affirmation. Drawing upon social identity framework, gender affirmation contributes to membership and belongingness within a gender group, enhancing social acceptance. Medical tourism is often the only option for some transgender individuals due to local social stigma and discrimination, exposing them to greater vulnerability. However, there is limited research that explores transgender perspectives. This study deploys planned behavior and protection motivation theories to identify influential factors in transgender medical travel intentions. Employing a structured survey, rigorously designed and distributed among 435 Thai and Filipino transgender participants, the research quantitatively assessed how attitudes, norms, efficacy, and identity factors significantly influence their decisions, overshadowing health threat perceptions. Findings suggest responsible strategies that promote holistic transgender well-being and highlight the need for a nuanced approach when navigating sociocultural and legal dynamics in transgender medical tourism.</p>\u0000 </div>","PeriodicalId":51375,"journal":{"name":"International Journal of Tourism Research","volume":"27 2","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143513680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Why Engagement? The Role of Tourism Short Video in Driving Customer Engagement
IF 4.1 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-02-23 DOI: 10.1002/jtr.70001
Yuexian Zhang, Xueying Wang

As a novel marketing approach, tourism short videos have gained popularity among consumers; however, research on how these videos stimulate consumer psychological and behavioral engagement remains limited. This study aims to reveal which elements of tourism short videos can effectively trigger psychological and behavioral engagement. Based on informational ecosystems, resonance theory, and stimulus–organism–response (SOR) theory, this study used SPSS 26.0 and AMOS 26.0 to analyze data from an online survey conducted with 712 participants. The analysis revealed that information quality, perceived similarity, decision support tool, recommendation signal, and community atmosphere motivate cognitive and emotional resonances, which in turn triggers psychological and behavioral engagement. Furthermore, the community atmosphere moderates these above effects. These findings contribute to the understanding of the spreading of tourism short videos and provide valuable insights for tourism marketers.

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引用次数: 0
The Role of Digital Footprints for Destination Competitiveness and Engagement: Utilizing Mobile Technology for Tourist Segmentation Integrating Personality Traits
IF 4.1 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-02-20 DOI: 10.1002/jtr.70006
Delia Gabriela Moisa, Demos Parapanos, Tim Heap

This study presents a novel approach to tourism market segmentation by integrating personality traits to enhance traditional demographic methods. In partnership with Cumbria Tourism (local DMO), this study conducted in Cumbria, UK, home of the Lake District National Park, the research utilized 1217 quantitative surveys to analyse visitor personality traits, motivations, and activities. Through factor and cluster analysis, five unique visitor segments were identified: Reserved Explorers, Culturally Curious, Diligent Adventurers, Social Explorers, and Balanced Explorers. Each segment displayed distinctive traits, motivations, and activities, further supplemented by chi-square tests that highlighted socio-demographic differences. The findings underscore the value of incorporating personality traits through digital footprints for dynamic segmentation. This methodology not only offers deeper insights into visitor profiles, but it also aids in developing customized marketing strategies and products, determining activity preferences and providing a competitive edge for tourism destinations globally.

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引用次数: 0
Methodological Advances and Theoretical Gaps in Tracking Non-Urban Tourism Mobility
IF 4.1 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-02-09 DOI: 10.1002/jtr.70000
João Romão, Kaede Sano

This perspective article aims at identifying topics for further research based on techniques for tracking the mobility of tourists in areas with low population density, characterized by scarcity of public transport often coexisting with sensitive natural ecosystems. Supported by a systematic scoping review, it identifies studies undertaken in four continents, even though all the articles were published during the last two decades. Marketing approaches and planning for sustainability are the main objectives identified. The works contribute for developing techniques and methodologies for data collection and analysis but the contribution for the emergence of new concepts or theories is limited. The results of this survey suggest that a shift from the focus on individual forms of mobility of tourists to a closer connection to collective forms of transport, mobility of resident populations or emergent concepts in transport studies may contribute for more innovative conceptual or theoretical approaches.

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引用次数: 0
Impact of the Burnout Symptoms of Flight Attendants on Absenteeism and Turnover Intention: The Moderating Role of Emotional Intelligence
IF 4.1 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-02-09 DOI: 10.1002/jtr.70007
Hayeon Ju, Sunghyup Sean Hyun

This study investigates the mediating role of absenteeism on the relationship between burnout and turnover intention, and the moderated mediating role of emotional intelligence on the relationship between burnout and absenteeism among Korean flight attendants, utilizing a structural equation modeling approach. Empirical data were collected from 183 flight attendants with over 1 year of experience in the airline industry. Initial responses were analyzed using confirmatory factor analysis, revealing that burnout symptoms are driven by four factors: physical, emotional, socio-relational, and attitudinal. Subsequent data analysis indicated that all four factors significantly impact absenteeism and turnover intentions. Furthermore, emotional intelligence was found to play a significant moderating role in the relationship between burnout symptoms and absenteeism. As burnout symptoms increase, absenteeism levels rise, leading to higher turnover intentions. Finally, absenteeism was found to lead to turnover intentions. Possible interpretations and managerial implications are discussed.

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引用次数: 0
Correction to “Environmental Locus of Control in Island Travelers and Pro-Environmental Behavior”
IF 4.1 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-02-03 DOI: 10.1002/jtr.70005

Kim, J. J., Kang, H., Tan, H., & Hwang, J. (2024). “Environmental Locus of Control in Island Travelers and Pro-Environmental Behavior.” International Journal of Tourism Research 26, no. 5: e2781. https://doi.org/10.1002/jtr.2781.

The study was supported by Faculty Research Grants from the Macau University of Science and Technology, and it was required to include an acknowledgement. Unfortunately, this requirement was inadvertently omitted. Please assist in adding the following acknowledgement at the end of the manuscript.

Acknowledgement: Macau University of Science and Technology Faculty Research Grants (General Research Grants) FRG-24-008-FHTM.

We apologize for any inconvenience caused by this mistake. And thank you in advance for your help.

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引用次数: 0
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International Journal of Tourism Research
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