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Future strategies for tourism destination management: post COVID-19 lessons observed from Borobudur, Indonesia 旅游目的地管理的未来战略:从印度尼西亚婆罗浮屠观察到的2019冠状病毒病后的教训
IF 6.7 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-08-28 DOI: 10.1108/jtf-06-2023-0144
J. Heslinga, M. Yusuf, J. Damanik, Menno Stokman
PurposeThe purpose of this viewpoint paper is to show practical post COVID-19 observations as lessons for the future of tourism destination management and help inspire the tourism industry and academic community.Design/methodology/approachThis paper is based on observations by, and discussions among, both international and Indonesian tourism experts and relate to the case of the famous UNESCO World heritage site, the Borobudur temple, in Indonesia.FindingsAs a result, the authors observed the following measures that have been taken by the local authorities; setting limits to the amount of visitors, increase the visitor area, provide guided tours only, work with price mechanism, mitigate the physical impacts of visits and involve the local community in the value chain. The paper shows that the COVID pandemic has unintentionally created urgency and an opportunity for the local authorities to deal with already ongoing and structural overtourism related issues. This demonstrated that a lockdown was needed to get out of a lock-in.Originality/valueThis paper fits in the ongoing debate on the effects of COVID-19 pandemic on the tourism sector. As it provides a practical case, the values of this paper lie in bridging the gap between conceptual contributions to the debate and practical observations. Also many links with the continuation of the overtourism debate are made.
目的通过对新冠肺炎疫情后的实际观察,为未来旅游目的地管理提供借鉴,并对旅游业界和学术界有所启发。设计/方法/方法本文基于国际和印尼旅游专家的观察和讨论,并与著名的联合国教科文组织世界遗产——印度尼西亚婆罗浮屠寺的案例有关。结果,作者注意到地方当局采取了下列措施:限制游客数量、增加游客面积、只提供导赏团、配合价格机制、减轻游客对自然环境的影响,并让当地社区参与价值链。该论文表明,新冠肺炎疫情无意中为地方当局处理已经存在的结构性过度旅游相关问题带来了紧迫感和机会。这表明,要想摆脱禁闭,需要进行禁闭。本文符合正在进行的关于COVID-19大流行对旅游业影响的辩论。由于它提供了一个实际案例,本文的价值在于弥合辩论的概念贡献与实际观察之间的差距。此外,还有许多与持续的过度旅游辩论有关。
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引用次数: 1
An empirical study on the imbalance phenomenon of data from recommendation questionnaires in the tourism sector 旅游业推荐问卷数据不平衡现象的实证研究
IF 6.7 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-08-14 DOI: 10.1108/jtf-09-2022-0228
Clara Martín-Duque, J. J. Fernández-Muñoz, Javier M. Moguerza, Aurora Ruiz-Rua
PurposeRecommendation systems are a fundamental tool for hotels to adopt a differentiating competitive strategy. The main purpose of this work is to use machine learning techniques to treat imbalanced data sets, not applied until now in the tourism field. These techniques have allowed the authors to analyse the influence of imbalance data on hotel recommendation models and how this phenomenon affects client dissatisfaction.Design/methodology/approachAn opinion survey was conducted among hotel customers of different categories in 120 different countries. A total of 135.102 surveys were collected over eleven quarters. A longitudinal design was conducted during this period. A binary logistic model was applied using the function generalized lineal model (GLM).FindingsThrough the analysis of a representative amount of data, the authors empirically demonstrate that the imbalance phenomenon is systematically present in hotel recommendation surveys. In addition, the authors show that the imbalance exists independently of the period in which the survey is done, which means that it is intrinsic to recommendation surveys on this topic. The authors demonstrate the improvement of recommendation systems highlighting the presence of imbalance data and consequences for marketing strategies.Originality/valueThe main contribution of the current work is to apply to the tourism sector the framework for imbalanced data, typically used in the machine learning, improving predictive models.
目的推荐系统是酒店采取差异化竞争战略的基本工具。这项工作的主要目的是使用机器学习技术来处理不平衡的数据集,直到现在还没有应用于旅游领域。这些技术使作者能够分析不平衡数据对酒店推荐模型的影响,以及这种现象如何影响客户不满。设计/方法/方法在120个不同国家的不同类别的酒店顾客中进行了一项意见调查。在11个季度内共收集了135.102份调查问卷。在此期间进行了纵向设计。采用函数广义线性模型(GLM)建立了二值logistic模型。通过对具有代表性的大量数据的分析,作者实证地证明了不平衡现象在酒店推荐调查中是系统存在的。此外,作者表明这种不平衡独立于调查的时间段而存在,这意味着它是关于该主题的推荐调查所固有的。作者展示了推荐系统的改进,突出了不平衡数据的存在和营销策略的后果。当前工作的主要贡献是将不平衡数据的框架应用于旅游业,通常用于机器学习,改进预测模型。
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引用次数: 0
An exploratory study of the future paranormal tourist experience on ghost tours 未来幽灵旅游体验的探索性研究
IF 6.7 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-08-02 DOI: 10.1108/jtf-04-2023-0097
Carmen Pedreño-Peñalver, Irene Huertas-Valdivia, Alicia Orea-Giner
Purpose The purpose of this study is to explore the paranormal tourist experience on ghost tours, taking into account the participants’ perceptions and their prior knowledge of the paranormal, in order to determine the principal components of the future of paranormal tourist experience.Design/methodology/approach The study is divided into two phases. The first phase is based on participant observation during a ghost tour. The second phase is based on a previously published framework for paranormal tourism. It introduces a qualitative adaptation of the orchestra model to look in-depth at how experiences with paranormal tours might shape the future of tourism as a major subtype.Findings Paranormal tourism has external (situational-enchantment, historical, mystical, ghostly and unsolved mysteries) and internal (affective, cognitive, sensory, behavior and relationship) components that are inter-linked. Future paranormal tourist experiences (FPTEs) must be focused on enhancing these aspects in order to offer an immersive experience.Originality/valueConsequently, this paper proposes the FPTE model.
目的本研究的目的是探索幽灵旅游中的超自然游客体验,考虑参与者对超自然现象的感知和他们之前的知识,以确定未来超自然游客体验的主要组成部分。设计/方法论/方法研究分为两个阶段。第一阶段是基于参与者在幽灵之旅中的观察。第二阶段是基于先前发表的超自然旅游框架。它引入了对管弦乐队模型的定性调整,以深入研究超自然旅游体验如何塑造旅游业作为一个主要亚型的未来。发现超自然旅游有外部(情境魅力、历史、神秘、幽灵和未解之谜)和内部(情感、认知、感官、行为和关系)的组成部分,它们是相互联系的。未来的超自然旅游体验(FPTE)必须专注于增强这些方面,以提供身临其境的体验。独创性/价值因此,本文提出了FPTE模型。
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引用次数: 0
Risk and ambiguity of COVID-19 inhibit intentions for post-pandemic travel via reduced valuation of tourism 新冠肺炎的风险和模糊性通过降低旅游估值抑制了疫情后旅行的意图
IF 6.7 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-07-24 DOI: 10.1108/jtf-02-2022-0068
B. Ye, Shunying Zhao, H. Im, Liluo Gan, Mingfan Liu, Xin-qiang Wang, Qiang Yang
PurposeThis study aims to examine how the initial ambiguity of COVID-19 contributed to tourists' intentions for visiting a once-viral outbreak site in the future.Design/methodology/approachThe present study (N = 248) used partial least-squares structural equation modeling (PLS-SEM) to examine whether perceptions of ambiguity and mismanagement of COVID-19 are indirectly related to intentions to travel to Wuhan in a post-pandemic world through perceptions of risk and tourism value. Further, whether the model effects differed as a function of individual safety orientation was examined.FindingsPerceptions of COVID-19 risk and tourism value serially mediated the effects of perceived COVID-19 ambiguity on post-pandemic travel intentions. Safety orientation did not moderate any paths. Perceived risk was a negative direct correlate of post-pandemic travel intentions.Originality/valueThe current study's strength is rooted in its specific targeting of post-pandemic travel intentions to Wuhan—the first city to experience a widescale outbreak of COVID-19 and subsequent international stigma—compared to general travel inclinations.
目的本研究旨在研究COVID-19最初的模糊性如何影响游客未来访问曾经爆发病毒的地点的意愿。本研究(N = 248)使用偏最小二乘结构方程模型(PLS-SEM)来研究对COVID-19的模糊性和管理不善的看法是否与通过对风险和旅游价值的看法在大流行后的世界中前往武汉的意图间接相关。此外,我们还检验了模型效应是否随个体安全取向的不同而不同。对COVID-19风险和旅游价值的感知依次介导了COVID-19模糊感知对大流行后旅行意愿的影响。安全取向没有调节任何路径。感知风险与大流行后的旅行意图呈负相关。与一般旅行倾向相比,当前研究的优势在于,它针对大流行后前往武汉的旅行意愿进行了具体定位。武汉是第一个经历COVID-19大规模爆发并随后受到国际谴责的城市。
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引用次数: 0
Electronic word of mouth for the choice of wellness tourism destination image and the moderating role of COVID-19 pandemic 电子口碑对健康旅游目的地形象选择及COVID-19大流行的调节作用
IF 6.7 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-07-11 DOI: 10.1108/jtf-08-2022-0207
Charu Goyal, U. Taneja
PurposeInformation technology as a source of information and decision-making has wider acceptance in contemporary times. Studies have identified the importance of electronic word of mouth (eWOM) and its impact on decision-making. The primary objective of this research is to investigate the relationship between eWOM (pre-travel), destination image (post-visit), tourist satisfaction and eWOM intentions post the COVID-19 crisis. This study is important as it is anticipated that in the post-pandemic world, tourists would seek well-being-enhancing experiences more often than any other form of tourism.Design/methodology/approachData were collected through an online questionnaire circulated over a period of six months from November 2020 to April 2021. Non-probability purposive sampling technique was used.FindingsThe results depicted that wellness destination’s image has a significant influence on wellness tourists’ satisfaction level and their eWOM intentions. Furthermore, it also came to light that the satisfaction level of wellness tourist satisfaction was found to be significantly influencing their eWOM intentions. The mediating role of wellness tourists’ satisfaction was found to be significant from destination image (post-visit) to eWOM intentions. COVID-19 pandemic perceived health risk was also found to be significantly moderating the relationship between eWOM (pre-travel) and eWOM intentions.Originality/valuePre-travel online information about a wellness destination is an important determinant of travel decisions, especially during the COVID-19 crisis. This empirical study proves that effective use of this information can advance a destination’s marketing efforts and ensure future demand.
信息技术作为一种信息和决策的来源,在当代得到了更广泛的接受。研究已经确定了电子口碑(edom)的重要性及其对决策的影响。本研究的主要目的是调查新冠肺炎危机后eWOM(旅行前)、目的地形象(访问后)、游客满意度和eWOM意向之间的关系。这项研究很重要,因为预计在大流行后的世界,游客将比任何其他形式的旅游更频繁地寻求增进福祉的体验。设计/方法/方法数据是通过在线问卷收集的,从2020年11月到2021年4月为期6个月。采用非概率目的抽样技术。结果发现:健康旅游目的地形象对健康游客满意度和旅游意向有显著影响。此外,本研究还发现,健康旅游满意度对旅游意向有显著影响。从目的地形象(访后)到健康旅游意向,健康游客满意度的中介作用显著。研究还发现,COVID-19大流行的感知健康风险显著调节了外出旅行(旅行前)和外出旅行意图之间的关系。独创性/价值旅行前关于健康目的地的在线信息是旅行决策的重要决定因素,特别是在2019冠状病毒病危机期间。这一实证研究证明,有效利用这些信息可以促进目的地的营销努力,并确保未来的需求。
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引用次数: 0
Smart destination competitiveness: underscoring its impact on economic growth 智能目的地竞争力:强调其对经济增长的影响
IF 6.7 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-06-29 DOI: 10.1108/jtf-09-2022-0243
T. Lasisi, Samuel Amponsah Odei, K. Eluwole
PurposeThe current study is designed to investigate the factors that foster the framing of destination competitiveness and establish the factors that drive the contribution of tourism innovations to economic growth in smart tourism destinations.Design/methodology/approachA four-year panel data were extracted from the World Economic Forum's travel and tourism competitiveness index and data were analysed using Poisson Pseudo Maximum Likelihood regression model.FindingsThe findings demonstrate that both the enabling environment and airport infrastructure significantly affect tourism's impact on the economy of the selected smart European tourism destinations. Conversely, human resources and general infrastructure display a negative correlation with tourism's contribution to the economy. However, no data in the sample support the idea that tourism policies, government prioritization or readiness of tourism information and communication technologies impact tourism's contribution to the economy. Additionally, the marginal effects indicate that improving the enabling environment and airport infrastructure can generate additional benefits for the economy through tourism.Originality/valueThe uniqueness of this study is the integration of smart tourism destinations with the measure of destination competitiveness to provide an empirical bridge that links tourism competitiveness to economic growth.
本研究旨在探讨促进目的地竞争力框架的因素,并确定推动旅游创新对智能旅游目的地经济增长贡献的因素。设计/方法/方法从世界经济论坛的旅游和旅游竞争力指数中提取四年的面板数据,并使用泊松伪最大似然回归模型对数据进行分析。研究结果表明,有利的环境和机场基础设施对选定的智能欧洲旅游目的地的旅游业对经济的影响都有显著影响。相反,人力资源和一般基础设施与旅游业对经济的贡献呈负相关。然而,样本中没有数据支持旅游政策、政府对旅游信息和通信技术的优先级或准备程度影响旅游业对经济的贡献的观点。此外,边际效应表明,改善有利环境和机场基础设施可以通过旅游业为经济带来额外效益。独创性/价值本研究的独特之处在于将智慧旅游目的地与目的地竞争力指标相结合,为旅游竞争力与经济增长之间的联系提供了实证桥梁。
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引用次数: 0
Opportunity of the accommodation establishment development: a need for nature-based services and eco-friendly activity 住宿设施发展的机遇:需要以自然为基础的服务和环保活动
IF 6.7 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-06-15 DOI: 10.1108/jtf-09-2022-0218
V. Stolyarchuk
PurposeThe purpose of this paper is to investigate the opportunities of development of the accommodation establishments by accepting the current shifting in travellers' needs and the possibilities of reducing the impact on nature.Design/methodology/approachThe Drucker's approach is used to investigate the opportunities of development for the accommodation establishments. The case study method is used to confirm the possibility to develop hospitality in a discovered way.FindingsAccommodation establishments located in the natural space can supply the nature-based accommodation services simultaneously providing the eco-friendly activities. On the other side, the accommodation establishment that is not located in the natural space can also accept the provision of nature-based accommodation services as an opportunity for development.Originality/valueThe current shift in the guests' needs prompts accommodation establishments to enlarge supplying of the nature-based services. However, if these services are supplied by hospitality facilities located in natural space, the threats to nature also grow. On the other hand, if the hospitality infrastructure is not located in natural space, hoteliers accept current needs of guests as threats to their business. The paper presents the possibility of solution of this contradiction and shows the opportunities for moving forward in the field of environmental sustainability in the hospitality industry.
目的本文的目的是通过接受当前旅行者需求的变化以及减少对自然影响的可能性,来调查住宿设施的发展机会。设计/方法论/方法德鲁克的方法用于调查住宿机构的发展机会。案例研究方法用于确认以发现的方式发展酒店业的可能性。Findings位于自然空间的住宿机构可以提供基于自然的住宿服务,同时提供环保活动。另一方面,不位于自然空间的住宿机构也可以接受提供基于自然的住宿服务作为发展的机会。创意/价值当前客人需求的转变促使住宿机构扩大提供基于自然的服务。然而,如果这些服务是由位于自然空间的招待设施提供的,那么对自然的威胁也会增加。另一方面,如果酒店基础设施不位于自然空间,酒店经营者会将客人当前的需求视为对其业务的威胁。本文提出了解决这一矛盾的可能性,并展示了在酒店业环境可持续性领域向前发展的机会。
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引用次数: 0
Editorial: Tourism futures researchers of inspiration 社论:旅游业未来研究者的启示
IF 6.7 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-05-23 DOI: 10.1108/jtf-06-2023-291
I. Yeoman
I have been a tourism futures researcher for the last 25 years, starting as the Scenario Planner at VisitScotland (Yeoman and McMahon-Beattie, 2005) and now as a Professor of Disruption, Innovation and New Phenomena at NHL Stenden University of Applied Sciences. So in this issue, we celebrate some of the writers who have inspired that journey, those that helped me and those that have developed into tourism futureswriters through their publications in the Journal of Tourism Futures.
在过去的25年里,我一直是一名旅游业未来研究员,最初是VisitScotland的情景规划师(Yeoman和McMahon Beattie,2005),现在是NHL斯坦登应用科学大学的颠覆、创新和新现象教授。因此,在本期中,我们要向那些激发了这段旅程的作家致敬,那些帮助我的作家,以及那些通过在《旅游未来杂志》上发表文章而发展成为旅游未来作家的作家。
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引用次数: 0
Transformations in tourism following COVID-19? A longitudinal study on the perceptions of tourists 新冠肺炎后旅游业的转型?游客感知的纵向研究
IF 6.7 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-05-15 DOI: 10.1108/jtf-08-2022-0215
W. Aschauer, R. Egger
PurposeThis study attempts to answer how values and holiday preferences were shaped by the pandemic, how travellers view the future of tourism and how they are willing to contribute to potential changes. Furthermore, it examines the impact of socio-structural background factors, basic values and holiday preferences, and pandemic-related factors on the views of post-pandemic tourism.Design/methodology/approachA longitudinal online survey was conducted in which 155 frequent travellers were interviewed both before and during the pandemic about their values and holiday preferences, attitudes towards travelling during the pandemic, and their prospective views regarding tourism.FindingsThe findings revealed that values remained rather stable, but nature experiences, heritage tourism and beach offers gained more relevance when it came to holiday preferences. Concerning travellers’ expectations of future tourism, environmental concern was ranked higher than economic profit. However, those striving for self-direction, stimulation and city tourism offers stated to be less willing to restrict their travel behaviour in the future.Research limitations/implicationsAlthough our study is just based on a convenience sample, the authors were still able to address notable research gaps. First, because a longitudinal design was selected, it was possible to investigate any potential transitions in basic values and travel style and trace these changes back to the pandemic. Second, thanks to a sophisticated online survey, all concepts could be measured with well-developed scales, which increased the quality of the measurements and led to stable results. Third, young travellers can be considered proponents of future travel styles. Their way of acting and thinking about future tourism could significantly impact the prospective direction of tourism.Practical implicationsThis study makes a valuable contribution to changing holiday preferences and provides useful insights for the tourism industry about travellers’ willingness to change their travel behaviour.Social implicationsSince this study primarily considers human values and socio-structural factors, the findings are of particular interest from a sociological perspective and are also interpreted from this viewpoint.Originality/valueThis study is one of only a few longitudinal studies focusing on holiday preferences and shifting values during COVID-19 and attempting to detect crucial drivers of potential tourism transformations in terms of perceptions from the demand side.
目的本研究试图回答疫情如何塑造价值观和度假偏好,旅行者如何看待旅游业的未来,以及他们愿意如何为潜在的变化做出贡献。此外,它还考察了社会结构背景因素、基本价值观和度假偏好以及与疫情相关的因素对疫情后旅游观的影响。设计/方法/方法进行了一项纵向在线调查,在调查中,155名常客在疫情前和疫情期间接受了采访,了解他们的价值观和假期偏好、疫情期间对旅行的态度以及他们对旅游业的未来看法。调查结果显示,价值观保持相当稳定,但在度假偏好方面,自然体验、遗产旅游和海滩优惠更具相关性。关于游客对未来旅游业的期望,环境问题的排名高于经济利润。然而,那些努力自我引导、刺激和城市旅游的人表示,他们不太愿意在未来限制自己的旅行行为。研究局限性/含义尽管我们的研究只是基于一个方便的样本,但作者仍然能够解决显著的研究空白。首先,由于选择了纵向设计,因此可以调查基本价值观和旅行方式的任何潜在转变,并将这些变化追溯到疫情。其次,得益于一项复杂的在线调查,所有概念都可以用完善的量表进行测量,这提高了测量的质量,并带来了稳定的结果。第三,年轻旅行者可以被认为是未来旅行方式的支持者。他们对未来旅游业的行为和思考方式可能会对旅游业的未来方向产生重大影响。实际意义这项研究为改变度假偏好做出了宝贵贡献,并为旅游业提供了关于旅行者改变旅行行为意愿的有用见解。社会含义由于本研究主要考虑人类价值观和社会结构因素,因此从社会学的角度来看,这些发现特别有趣,也从这个角度进行了解释。创意/价值这项研究是为数不多的纵向研究之一,重点关注新冠肺炎期间的度假偏好和价值观转变,并试图从需求方面发现潜在旅游业转型的关键驱动因素。
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引用次数: 1
The future of sports tourism in the light of the COVID-19 pandemic – Developing a new paradigm model 2019冠状病毒病大流行背景下体育旅游的未来——开发新的范式模型
IF 6.7 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-05-12 DOI: 10.1108/jtf-09-2022-0236
Sajjad Pashaie, Marko Perić
PurposeSports tourism was strongly affected by the COVID-19 pandemic, but there is no consensus on what sports tourism should look like in the post-pandemic period. This study explores the future of sports tourism in light of the COVID-19 pandemic and provides an alternative paradigm model.Design/methodology/approachData were collected by interviewing sports tourism experts. Data analysis was based on the continuous comparison method during three stages of open, axial and selective coding.FindingsThe findings point to the complexity of the future sports tourism industry. Post-COVID-19 sports tourism strongly depends on environmental forces and targeted support, with strategies focused on tourists’ safety and security, digitalization of the industry, and new employment opportunities.Originality/valueThis study contributes to the body of knowledge on sports tourism by providing answers to the current challenges, threats and opportunities associated with the pandemic. The proposed paradigm model could be a guideline for sports tourism practitioners and policymakers to accelerate recovery from COVID-19 in a sustainable and resilient manner.
目的体育旅游受到新冠肺炎大流行的强烈影响,但对于大流行后的体育旅游应该是什么样子,还没有达成共识。本研究探讨了新冠肺炎大流行背景下体育旅游的未来,并提供了一个替代的范式模型。设计/方法/方法通过采访体育旅游专家收集数据。数据分析基于开放、轴向和选择性编码三个阶段的连续比较方法。调查结果指出了未来体育旅游业的复杂性。COVID-19后的体育旅游在很大程度上依赖于环境力量和有针对性的支持,其战略侧重于游客的安全保障、行业数字化和新的就业机会。独创性/价值这项研究通过回答当前与疫情相关的挑战、威胁和机遇,为体育旅游知识体系做出了贡献。拟议的范式模型可以作为体育旅游从业者和政策制定者的指导方针,以可持续和有弹性的方式加速从新冠肺炎中恢复。
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引用次数: 0
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Journal of Tourism Futures
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