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There are two goals for this study. Firstly, this study aims to understand the impact of various youth tourist motivations, such as Muslim amenities, Islamic product travel, attraction, perceived value and service quality, on the intention to visit Phuket. Secondly, this study aims to determine whether or not young people's perceptions of health risks influence their motivations and decisions to travel to Phuket in the wake of the COVID-19 pandemic.

This study used a quantitative methodology, using nonprobability convenience sampling to collect responses from 249 Indonesian youths who intended to visit Phuket after the COVID-19 pandemic. Hayes' (2018) SPSS PROCESS macro (Model 1) was used to test the research model.

The findings showed that the intention to travel was significantly affected by factors such as Muslim amenities, Islamic product travel, attraction, perceived value and service quality. Furthermore, the perceived health risk moderated three dimensions of Islamic product travel, perceived value and service quality on intention to visit.

This study is limited to a sample of Indonesian youth tourists and the impacts of motivation (Muslim amenities, Islamic product travel, attractiveness, perceived value and service quality) and the moderating influence of health risk on the desire to visit Phuket.

This study sheds insight into the influence of several young tourists' motives on the intention to visit Phuket and the moderating role of perceived health risks. The findings provide essential insights for marketing strategies and the development of the international destination. Specifically, the study suggests developing products with Islamic attributes, emphasising the attraction factor and improving perceived values. The study also provides a model that demonstrates how religious values can affect an individual's decision-making process.

The paper aims to examine the effect of physical distancing control on the intention to travel during the pandemic and to assess the influence of knowledge, social concern and perceived risk on the theory of planned behavior (TPB).

A total of 1,068 Indonesian respondents through a purposive sampling approach, filled out online questionnaires during the pandemic. The collected data were analyzed using partial least squares-structural equation modeling.

The results indicated that subjective norm as the external factor of the TPB has a stronger effect than the internal factors; attitude and behavioral control. It appears that in a collectivist society, prohibition enforced by family and friends, as well as the government’s sanctions have a stronger influence on one’s decision to travel. The findings also suggested that knowledge, perceived risks and social concern effect tourists’ behavior. Uncertainty and inadequate knowledge will decrease the level of perceived risk, which leads to lower control in practicing physical distancing and increasing intention to travel during the pandemic.

The research has limitations in its use of a convenient sampling method. This method may not represent the whole population, causing the results to be difficult for generalization. There is also the need for extending the TPB model with different variables in the context of tourism and pandemic. This study enriches the existing tourism literature by applying TPB to examine tourists’ behavior during the Covid-19 pandemic, focusing on knowledge, social concern and perceived risk theory.

This paper offers useful insights for tourism planners in the government and private destination management levels. It is crucial for a destination management organization to understand the relationship between knowledge, perception and social concern with tourists’ behavior while traveling during pandemics. The understanding of tourist’s behavior when traveling during the pandemic will assist in developing and creating activities and designing health protocols at tourist attractions.

This study extended the TPB to analyze tourists behavior during the pandemic by applying knowledge, social concern and perceived risk elements.

本研究旨在解释疫情期间社交距离控制对出行意图的影响，并分析知识，社会意识和风险感知在计划行为理论中的作用。

在新冠肺炎疫情期间，通过目的性抽样的方法， 1,068名来自印度尼西亚的受访者参与了网络问卷调查。所获数据通过PLS-SEM分析。

结果表明，主观规范作为计划行为理论的外部因素比内部因素（态度和行为控制）具有更强的作用。在集体主义社会中，来自亲友的禁令以及政府的制裁似乎对旅行决策产生了更大的影响。研究结果还表明，知识、风险感知和社会关注会影响游客的行为。不确定性和知识不足将降低风险感知的水平，从而导致人们对距离控制的疏忽，并在疫情期间增加旅行意向。

该研究存在局限性在于使用了方便样本。此样本不能代表整个群体，因此研究结果可能不具有极高的普适性。未来关于疫情下出游的研究，需要继续延申计划行为理论，探讨该模型与其他变量的关联。本研究丰富了现有的游客研究，主要贡献针对计划行为理论在疫情下出游这一场景中的应用，和与知识、社会意识和风险感知的理论建构。

这项研究为公共与私人旅游区的管理做出了重要贡献。 目的地管理组织（DMO）必须了解在疫情期间的游客的行为与知识、风险感知和社会关注之间的关系。这些疫情下游客行为的理论建构能够帮助开发游客活动，并为疫情下旅游区游客健康守则提供设计参考。

这项研究是对计划行为理论的拓展，并且是对该理论模型在疫情下出游的具体应用；研究分析了此理论模型与知识、社会关注和风险感知的关联。

关键词：社交距离，疫情期间的出游，新冠肺炎疫情，计划行为理论，风险感知，社会关注

文章类型：研究论文

Este artículo analiza los efectos del control de la distancia física en la intención de viajar durante la pandemia y la influencia del conocimiento, la preocupación social y riesgo percibido en la teoría del comportamiento planificado (TPB).

A través de un sistema de muestreo por conveniencia, se obtuvo una muestra de 1.068 participantes de Indonesia que completaron la encuesta online durante la pandemia. La información recopilada fue analizada a través del PLS-SEM.

Los resultados indicaron que la norma subjetiva como factor externo de la teoría del comportamiento planificado ejerce un efecto superior al de los factores internos; actitud y control del comportamiento. Resulta que, en una sociedad colectivista, la prohibición reforzada por la familia y amigos, así como las sanciones del gobierno ejercen una influencia mayor en la decisión individual de viajar. Los resultados también sugieren que el conocimiento, los riesgos percibidos y la preocupación social afectan al comportamiento del turista. La incertidumbre y el desconocimiento disminuyen el nivel de riesgo percibido lo cual conduce a un menor control a la hora de cumplir con el distanciamiento físico y a una mayor intención de viajar durante la pandemia.

Las limitaciones de esta investigación tienen su origen en el sistema de muestreo de conveniencia utilizado en esta investigación. Este método puede no representar al total de la población, lo cual provoca dificultad en la generalización de los resultados. También existe la necesidad de ampliar el modelo de la teoría del comportamiento planificado (TPB) incorporando variables propias del contexto turístico y de la pandemia. Este estudio supone una aportación a la literatura existente en turismo al aplicar la teoría del comportamiento planeado al análisis del comportamiento de los turistas durante la pandemia del covid-19, con un enfoque en el conocimiento, la preocupación social y la teoría del riesgo percibido.

Esta investigación es de utilidad para los responsables de la planificación de la actividad turística tanto a nivel gubernamental como privado. Es crucial para que las organizaciones responsables de la gestión del destino (DMO) comprendan la relación existente entre conocimiento, percepción y preocupación social, con el comportamiento de los turistas cuando viajan en tiempos de pandemia. La comprensión del comportamiento de los turistas cuando viajan durante la pandemia ayudará a desarrollar, crear actividades y diseñar protocolos de salud en las atracciones de los turistas.

Este estudio extiende la teoría de comportamiento planificado al análisis del comportamiento de los turistas durante la pandemia a través de la aplicación del conocimiento, preocupación social y elementos de riesgo percibido.

This study aims to examine the influence of destination awareness, cognitive and affective image, risk perception and past visitation on the intention to visit a tourist destination (a medium-sized city) in the next 12 months.

Partial least squares structural equation modeling was adopted to examine the data collected from 714 domestic holidaymakers.

Results demonstrate that awareness, cognitive and affective image, past visitation, perceived risk of traveling and perceived risk in international versus domestic travel are key factors; safety concerns enhance the cognitive image and perceived safety of the destination, but increase the perceived risk of traveling; and perceived social risk increases the perceived risk of traveling.

Data collection from only one country limits the generalizability of the conclusions.

Conclusions allow gaining new insights regarding communication strategies in general, during and post-pandemic times.

Using a consolidated and empirical approach, this study provides a better understanding of the role of perceived risk and its effects on cognitive and affective image and travel intention. For instance, to the best of the author’s knowledge, it is the first study to consider the effects of social risk in the pandemic context. It also offers insights into the mediating effect of destination image and the moderating effects of perceived risk and past visitation.

This study aims to confirm the expected impact of coronavirus (COVID-19) related to perceived travel risk on the likelihood of tourists to visit a destination. It then aims at identifying the key predictors of perceived travel risk in the aftermath of the COVID-19 pandemic. A theoretically grounded framework is proposed which can be further improved to understand and predict international travel behaviours within the context of global pandemics.

A mixed-methods design is adopted. In the first phase referred to as Study 1, a cross-sectional design is used based on a sample of 217 international outgoing tourists surveyed at the Mauritian International Airport and data is analysed using hierarchical regression. In Phase 2, referred to as Study 2, a purposive sample of tourists around the world are interviewed and data is analysed using the thematic analysis technique.

The results show that amongst those tourists who are willing to travel in the aftermath of the COVID-19 crisis, the related perceived risk is likely to influence their travelling intention. Several key predictors of perceived travel risks are uncovered, those are categorised as COVID-19 status; transportation services; national sanitary measures; health-care services; accommodation services; ecotourism facilities. Moreover, the potential effects of those factors on perceived COVID-19 related travel risk are likely to be moderated by the trustworthiness of the information.

The implications of the study are important for researchers and policymakers to better understand and predict travellers’ behaviour in times of pandemics. These implications are also important to tourism marketers and transport and hospitality service providers to more effectively manage and mitigate the effect of such events.

The study provides an original comprehensive model grounded in the social cognitive theory and protection motivation theory to understand the predictors of perceived travel risks in relation to COVID-19 at a destination.

本文采用了混合的研究方法设计。在研究1的第一阶段中, 本文采用了横向比较研究设计, 对在毛里求斯国际机场进行调查收集的217名国际出境游客样本, 使用分层回归分析了数据。在第二阶段（研究2）中, 采用了立意取样的抽样方法, 采访了来自世界各地的旅游者, 并使用主题分析技术对数据进行了分析。

这项研究证实了与COVID-19相关的感知旅行风险对游客访问目的地的可能性的预期影响。然后, 它旨在确定COVID-19大流行后感知的旅行风险的关键影响因子。

结果表明, 在COVID-19危机之后愿意旅行的那些游客中, 相关的感知风险很可能会影响他们的旅行意图。感知的旅行风险的几个关键影响因素分为：COVID-19状况; 运输服务; 国家卫生措施; 医疗服务; 住宿服务; 生态旅游设施。而且, 这些因素对与COVID-19相关的感知旅行风险的潜在影响可能会受到信息的可信度的调节影响。

该研究对于研究人员和决策者更好地了解和预测大流行期间旅客的行为, 以及旅游营销人员以及运输和酒店服务供应商提供有效管理和减轻此类事件的影响具有重要意义。

该研究提供了一个原创且全面的模型, 以了解与目的地COVID-19相关的感知旅行风险的影响因素。

Se adopta un diseño de métodos mixtos. En la primera fase, denominada estudio 1, se adopta un diseño transversal basado en una muestra de 217 turistas internacionales encuestados salientes del Aeropuerto Internacional de Mauricio y los datos se analizan mediante regresión jerárquica. En la segunda fase, denominada estudio 2, se entrevista a una muestra intencional de turistas de todo el mundo y se analizan los datos mediante la técnica de análisis temático.

Este estudio confirma empíricamente el impacto esperado de la percepción del riesgo de viaje relacionado con COVID-19 sobre la probabilidad de que los turistas visiten un destino. A continuación, tiene por objeto identificar los principales factores de predicción del riesgo percibido de los viajes tras la pandemia de COVID-19.

Los resultados muestran que entre los turistas que están dispuestos a viajar tras la crisis de COVID-19, es probable que el riesgo percibido relacionado influya en su intención de viaje. Se han descubierto varios predictores clave de los riesgos percibidos de los viajes, que se clasifican como: Situación de COVID-19; servicios de transporte; medidas sanitarias nacionales; servicios de salud; servicios de alojamiento; instalaciones de ecoturismo. Además, es probable que los posibles efectos de esos factores en la percepción de los riesgos de viaje relacionados con COVID-19 se vean moderados por la fiabilidad de la información.

Las repercusiones del estudio son importantes para que los investigadores y los encargados de formular políticas comprendan y prevean mejor el comportamiento de los viajeros en épocas de pandemia y también para que el mercado turístico y los proveedores de servicios de transporte y hostelería gestionen y mitiguen más eficazmente el efecto de esos acontecimientos.

El estudio proporciona un modelo original y completo para comprender los predictores de los riesgos percibidos en los viajes en relación con COVID-19 en un destino.

Virtual reality (VR) technology is a potential tool for tourism marketers to maintain the attractiveness of their destinations and recover from the COVID-19 pandemic. However, the effectiveness of VR technology in motivating potential tourists' visit intention under lockdown conditions remains unknown. An integrated model based on the experience economy framework and mood management theory was, therefore, used to explain how tourists' VR experiences affect their mood management processes and subsequent behaviors. This research also examined how perceived travel risk influenced the relationship between mood management processes and future decisions.

This study used a cross-sectional design based on a sample collected from a Chinese survey company, Sojump. The author surveyed 285 respondents who had experienced VR tourism activities during the COVID-19 pandemic. The research model was tested using partial least squares–structural equation modeling.

The results demonstrated that the four dimensions of VR experiences differently affected mood management processes, while perceived travel risk differently moderated the influence of mood management processes on visit intention and VR stickiness. This provides insights for tourism marketers to adapt to the current tourism environment and develop recovery strategies.

In response to gaps in the literature, this research examined the effectiveness of VR technology in driving tourists' visit intention during the COVID-19 pandemic, providing insights for tourism marketers to successfully implement VR tourism and plan timely recovery strategies.

This study is aims to identify and categorize the perceived risks of Chinese tourists (from mainland China) traveling to Tehran. In addition, this study investigates the relationship between these risks tourists’ information seeking behavior.

This study investigates the relationship between these risks tourists’ information seeking behavior. The research also tries to model the relationship between the explored perceived risks and tourists’ information-seeking behavior. To collect data, a researcher-developed questionnaire containing 24 questions was designed based on a literature review. Before collecting the data, the validity and reliability of the questionnaire were reviewed and confirmed. To do study procedure, one essential question and two hypotheses, including exploratory factor analysis, stepwise regression and independent samples T-test, are used.

The results showed that Chinese tourists perceived health, physical, political, cultural, social and economic risks before their trip (with political risk being the most prominent). Also, the results indicate that the tourists have used different ways to collect information about Iran in general and Tehran in particular. Those travelers who perceived a higher risk were more likely to use the information sources that provide them with detailed and accurate information before traveling to Tehran.

This study provides valuable insights for destination managers and tourism marketers to attract Chinese tourists by considering their perceived risks and information-seeking behavior. It should be noted that this study is not without its own limitations. These limitations include (but are not limited to) the timeframe in which the data was collected (prior to the outbreak of COVID-19) and the destination (Tehran, Iran). Therefore, it is advised that future researchers study the perceived risks and information sources in other parts of the world.

The concept of perceived risk was used in Chinese tourists’ behavioral seeking to predict their future behavior following their perceptions. Thus, the findings of this study will be necessary to local governments and other destination organizations when building successful strategies.

This paper aims to examine travelers’ behavioral intention of traveling in the period of coronavirus by using the theory of planned behavior. The framework incorporates attitude, subjective norms, perceived behavioral control and a very crucial construct, i.e. perceived risk, as per the current critical scenario of COVID-19.

Data was collected using a survey instrument on the internet by posting the questionnaire link over social network web pages of online traveling websites. The data was analyzed using structural equations modeling with AMOS 22.0 and SPSS software and the proposed hypotheses were statistically tested. The sample under consideration constitutes 417 responses.

Empirical findings suggest that attitude, perceived behavioral control and perceived risk are significant for predicting behavioral intention while subjective norms do not. Then, these variables explained about 35% of the variance in the behavioral intention of traveling in the period of coronavirus.

This study can benefit travelers, the tourism and hospitality industry, governments, the aviation industry and other relevant organizations as this paper offers the latest updates and essential information regarding traveler’s intention of traveling in the period of coronavirus. The study mainly focuses on India, so the generalizations of results to other countries are unwanted.

The primary value of this paper is that it tested the theory of planned behavior by incorporating perceived risk in the context of COVID-19. To the best of the authors’ knowledge, in the Indian context, there is no study, which has tested the TPB by adding perceived risk in explaining the Indian citizens’ behavioral intention of traveling in the period of Coronavirus.

This paper aims to examine the impact of online reviews on behavioral intentions via perceived risk. Perceived risk is both analytical and emotional. Stimulus–organism–response (S–O–R) framework guided this study to explore the interaction between online reviews, perceived risk and behavioral intentions.

The conceptual model proposed in this research has been validated using confirmatory factor analysis (CFA) and structural equation modeling to assess the measurement model and the validity of the scale, based on primary responses collected from 473 travelers.

Findings of this study suggest the role of online consumer reviews in reducing the perceived risk associated with experience dominant services like tourism. Process model test proves the mediating role of perceived risk between online reviews and behavioral intentions. Results indicate the significance of online review in lowering the perceived risk leading to positive behavioral intentions.

Destination marketing organizations (DMOs) should understand the role of online reviews in effectively reducing risk and uncertainty, thereby influencing behavioral intentions.

This paper is unique in attempting to empirically examine the mediating role of perceived risk between online reviews and behavioral intentions. The study is a forerunner in using S–O–R framework to test the interaction between online review, perceived risk and behavioral intention.

This study leverages an integrated framework that uses the theory of planned behavior (TPB), risk perception and sustainable behavior to investigate the COVID-19 risk perception of a potentially powerful consumer group – generation Z – on decisions to participate in the domestic tourism stimulus campaign and their willingness to practice socially responsible behaviors.

Self-administered questionnaires were used to collect data. The study adopts partial least squares-structural equation modelling (PLS-SEM) to examine the data with the final sample of 422 generation Z in Thailand.

The COVID-19 perceived risk positively affects attitudes, perceived behavioral control and the intention to join domestic tourism campaign, affecting the desire to engage in sustainable behaviors when traveling. Attitude and perceived behavioral control mediated risk perception and the decision to join the campaign. Unlike other studies, generation Z is conscious of the situation but is not risk-averse to travel.

The study offers recommendations (and domestic tourism campaign's features) for government agencies and tourism partitioners, especially developing tourism destinations, to effectively launch domestic tourism campaigns to target generation Z during and after post-pandemic crises.

This study contributes to our limited understanding of generation Z's travel behaviors. It contributes to the extended use of TPB, risk perception and socially responsible conduct of such a specific generation. It is one of the first studies integrating the COVID-19 risk perception of generation Z and their intention to utilize the stimulus campaign.

This study aims to understand tourists’ travel intention during the COVID-19 pandemic by using the theory of planned behavior (TPB) with additional causal links and moderators. The three research objectives of this study are to explore basic causality, mediating effects of attitude and moderating effects of age and perceived risk, of the extended TPB model, respectively.

An online survey was conducted in Taiwan during the COVID-19 pandemic. In total, the survey generated 351 responses. The structural model analysis was performed to test the cause-and-effect relationships in the traditional TPB model and the mediating role of an individual’s attitude regarding travel during the COVID-19 pandemic. The SmartPLS multi-group analysis procedure was applied to test the moderation effects of age and perceived risk.

It is found that the perceived behavioral control is the main contributor of travel intention for the traditional TPB while attitude partially mediates the relationship between subjective norm and travel intention for the test of mediation. Also, moderation tests confirm that both age and perceived risk show significant moderating effect only on subjective norm to travel intention relationship.

The novelty of this research is that this study proposed and verified the mediating influence of attitude and two additional paths, the moderating influence of age and perceived risk, which deepened the understanding of the TPB model and the impact of COVID-19 on travel intention. Because TPB model is context-dependent, using one mediating and two moderating variables allows the study to understand how TPB functions in a different situation.

游客旅游意图：以年龄及感知风险为调解因素态度为中介因素重新审视TPB模型

本研究旨在通过使用计划行为理论 (TPB) 以及额外的因果关系和调节因素来了解 COVID-19 大流行期间游客的旅游意图。本研究的三个研究目标分别是探索 TPB 扩展模型的（1）基本因果关系、（2）态度的中介效应、和（3）年龄和感知风险的调节效应。

本研究在台湾COVID-19大流行期间, 进行了一项线上调查。该调查共收集了351份回复问卷。本研究以结构模型分析测试传统 TPB 模型中的因果关系及个人对 COVID-19 大流行期间旅行态度的中介作用。本研究也应用了 SmartPLS 多组分析程序来测试年龄和感知风险的调节作用。

本研究发现感知行为控制是传统TPB旅行意愿的主要贡献者, 而态度在中介测试中部分中介了主观规范与旅行意愿之间的关系。此外, 本研究在调节测试中证实, 年龄和感知风险均仅对旅行意愿关系的主观规范显示出显着的调节作用.

本研究独创之处在于提出并验证了态度的中介效应, 以及年龄和感知风险的调节效应这两条附加路径, 加深了对 TPB 模型的理解以及 COVID-19 对旅行意愿的影响。由于 TPB 模型是上下文相关的, 因此本研究使用一个中介变量和两个调节变量可以让未来研究了解 TPB 在不同情况下的功能。

Intención de viajar de los turistas: revisitando el modelo TPB con la edad y el riesgo percibido como moderadores y la actitud como mediadora

Este estudio tiene como objetivo comprender la intención de viajar de los turistas durante la pandemia de COVID-19 mediante el uso de la teoría del comportamiento planificado (TPB) con vínculos causales y moderadores adicionales. Los tres objetivos de investigación de este estudio son explorar (1) la causalidad básica, (2) los efectos mediadores de la actitud y (3) los efectos moderadores de la edad y el riesgo percibido, del modelo TPB extendido, respectivamente.

Se realizó una encuesta online en Taiwán durante la pandemia del COVID-19. En total, la encuesta generó 351 respuestas. El análisis del modelo estructural se realizó para probar las relaciones de causa y efecto en el modelo TPB tradicional y el papel mediador de la actitud de un individuo con respecto a los viajes durante la pandemia del COVID-19. Se aplicó el procedimiento de análisis multigrupo SmartPLS para probar los efectos de moderación de la edad y del riesgo percibido.

Se muestra que el control del comportamiento percibido es el principal antecedente de la intención de viajar en el TPB tradicional, mientras que la actitud media parcialmente la relación entre la norma subjetiva y la intención de viajar. Además, los tests de moderación confirman que tanto la edad como el riesgo percibido muestran un efecto moderador significativo solo en la relación entre la norma subjetiva y la intención de viajar.

La novedad de esta investigación es que este estudio propuso y verificó la influencia mediadora de la actitud y los dos efectos moderadores adicionales de la edad y del riesgo percibido, lo cual profundiza en la comprensión del modelo TPB y el impacto del COVID-19 en la intención de viajar. Dado que el modelo TPB depende del contexto, el uso de una variable mediadora y dos variables moderadoras permite comprender mejor cómo el TPB funciona en una situación diferente.