Search results

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 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.

The purpose of this paper is to examine the relationships among five dimensions of service quality towards the overall behavioural intentions to use internet banking in Thailand and explain the indirect effects between service quality and behavioural intentions to use internet banking using perceived risk and trust as the mediating variables.

A multi-stage sampling procedure was performed to select the 505 respondents for this study. The participants were selected based on their experiences using internet banking in Thailand. The data obtained from the participants was analysed using a structural equation modelling approach.

The results show that service quality, perceived risk and trust influence behavioural intentions to use internet banking. This study primarily aims to find out whether perceived risk and trust worked as a mediator variable between service quality and behavioural intentions to use internet banking. The study will be useful for the developers of internet banking, when they are implementing and developing a system that is in accordance with the needs and lifestyles of the potential users; and CEOs, to create strategies and relevant policies to achieve competitive advantage.

Literature has focused on understanding service quality dimensions that influence the behavioural intentions to use internet banking. By expanding on the previous research in internet banking, this paper empirically examines the overall direct and indirect influences between service quality, perceived risk, trust and behavioural intentions.

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.

With over-the-top (OTT) streaming services rapidly transforming the media industry and saturating the market, the authors' study seeks to enrich the goal-directed behaviour model by exploring how perceived risks and descriptive norms influence OTT consumption.

Survey data from OTT subscribers were collected online to assess their risk behaviours. The 353 responses obtained were analysed with SmartPLS, validating the structural equation modelling (SEM) through structural and measurement model verification.

The authors' findings illustrate that descriptive norm, perceived behavioural control, as well as positive and negative anticipated emotion (NEM) and attitude, contribute positively to the desire to engage with OTT streaming services. Interestingly, the authors' study contradicts common assumptions, revealing that subjective norms do not significantly impact the propensity to utilise OTT services. This counterintuitive finding necessitates a reconsideration of prevalent theories and contributes to a nuanced understanding of OTT adoption determinants.

The data gathering for this study were conducted from the perspective of a single nation. Therefore, caution must be exercised when generalising this study's results.

The practical ramifications of this research are vast, providing OTT service providers and marketers with actionable insights to maximise user engagement and navigate perceived risks related to OTT service adoption and consumption.

This study's exploration of perceived risks and descriptive norms enhances the goal-directed behaviour model's breadth, facilitating a holistic comprehension of the constructs shaping OTT consumption behaviours. It would be the first attempt to combine perceptual, affective and behavioural factors and perceived risks to understand the user's predisposition to engage in OTT streaming services.

Recently, traditional financial institutions are facing strong competition from disruptive innovators (Fintech firms) forcing them to increasingly invest in new IT solutions to maintain their competitive edge. However, there are still advantages that traditional financial institutions enjoy, of which the primary one may be reputation. Surprisingly, the firm reputation link to use intention has not received much attention in the literature, prompting this research. The purpose of this study is to examine the firm reputation link to use intention in the context of mobile banking.

The results are based on a survey of 783 participants in Vietnam.

The study confirmed that reputation plays an important role in promoting use intention for mobile banking. Additionally, perceived risk and trust are also linked to perceived usefulness (PU) and perceived ease-of-use (PEOU).

This study is among the first to link perceived risk and trust to PU and PEOU in a mobile banking context. Based on the Theory of Reasoned Action, the study adds to the literature by connecting two separated research themes: technology adoption and reputation. It also suggests avenues for both traditional banks and Fintech firms to set their business strategies to enhance their reputation or collaborate for mutual benefits.

To better understand what inhibits people from participating in collaborative consumption, this paper aims to develop research models of users and non-users to examine the relationship between perceived risks and intentions to use peer-to-peer (P2P) accommodation. Moreover, differences of risk perceptions and behavioral intentions between P2P accommodation users and non-users were identified.

The method of convenience sampling was used to collect data. Excluding the invalid questionnaires, 520 were kept for further analysis. In this paper, SPSS and partial least squares (PLS) were used to analyze the data.

The findings highlighted the important role of perceived risks in determining tourists’ intentions to use P2P accommodation. The results showed that non-users have higher perceived risks in regards to all four risk dimensions (psychological risk, physical risk, performance risk and social risk), and they also have significantly lower behavioral intentions to use P2P accommodation than the users. For users, only the psychological risk has significant negative effects on behavioral intentions, while for non-users, both psychological and physical risks are important inhibitors.

This paper contributes to a better understanding of the antecedents that influence consumers’ participation in collaborative consumption in the P2P accommodation domain. Second, it extends the literature on perceived risk by discussing users and non-users in this market. Finally, this research provides insights into the P2P accommodation market in China, which enables online travel platforms to develop targeted marketing strategies.

为更好了解协同消费的顾客参与，本论文构建了使用者和非使用者模型来检验其感知风险和使用P2P住宿行为意向的关系。此外，本论文也试图探讨使用者和非使用者在感知风险和行为意向方面的差异。

研究样本采取方便抽样方式，共回收520份有效问卷。本论文采用SPSS和偏最小二乘法（PLS）分析数据。

研究结果凸显了感知风险对影响游客使用P2P住宿的重要作用。P2P 住宿非使用者不仅有更高的感知风险（表现在四个风险维度上：心理风险，身体风险，性能风险和社会风险），而且比使用者有更低的使用意向。对于使用者来说，只有心理风险对行为意向有显著地影响作用；对于非使用者，心理风险和身体风险都是影响行为意向的因素。

本论文对于阻碍P2P住宿的参与因素进行了深入探讨。其次，本论文通过讨论使用者和非使用者的差异拓展了感知风险相关研究。最后，本论文研究了P2P住宿业在中国的市场情况，为在线旅行平台开发目标市场策略提供了启示。

P2P 住宿，Airbnb, 感知风险，使用者和非使用者，行为意向

The purpose of this study was to examine purchasing intentions in online sports ticketing websites. Based on previous research related to business-to-consumer (B2C) e-commerce, this study developed a conceptual model to test the effect of perceived risk, trust and the Technology Acceptance Model (TAM) on purchase intentions in online secondary ticket websites. College students (N = 251) from the northeastern region of the United States were chosen as the sample. Structural Equation Modeling (SEM) was used to investigate the proposed relationships among four major components (i.e. perceived risk, trust, TAM and behavioural intention). The results showed that there were positive effects of key TAM constructs (i.e. perceived usefulness and ease of use) and trust on purchasing intention, but perceived risk was not a significant indicator of purchase intention.

The purpose of this paper is to identify the factors influencing the visit intention of medical tourists to India. This study also attempts to extend the theory of planned behaviour through the integration of perceived risk and facilitating condition.

Primary data were collected from a sample of 326 medical tourists arriving in India through Terminal-3 of Indira Gandhi International Airport (IGI-T3), New Delhi, India, during the months of October–December 2019. Confirmatory factor analysis and structural equation modelling are deployed to analyze the collected data and validate the proposed research model.

The outputs of this study revealed that perceived financial risk, physical risk, psychological risk and facilitating conditions available in a country are significantly linked to the attitude of a medical tourist. Similarly, facilitating conditions available in a country are significantly related to perceived behavioural control of a medical tourist. Furthermore, it is also revealed that attitude, subjective norm and perceived behavioural control are significantly related to visit intention of medical tourists to India; however, the perceived time risk and performance risk are insignificantly associated with the visit intention.

This study is restricted to the opinion of 326 sample respondents consisting of medical tourists who arrived in India through IGI-T3, New Delhi, during October–December 2019. In the future, a similar type of study may be conducted in different parts of the country with a relatively larger sample size

This study addresses the need for advancing the knowledge on the factors in determining visit intention of medical tourists towards India. This knowledge will become very crucial for India's medical tourism industry, which is aiming to attain a competitive edge in the global market.

The purpose of this paper is to examine the association between consumers’ emotions towards emerging e-banking technology, perceived risk and subsequent intention to adopt emerging e-banking technology.

An online questionnaire was used to collect data, which were analysed in a quantitative study. The final sample of 224 educated young consumers, familiar with emerging e-banking technology, allowed testing of the research hypotheses by applying confirmatory factor analysis and structural equation modelling (SEM).

The empirical results indicate that deterrence emotions and hedonic motivation are associated with consumers’ perceived risk and, subsequently, their intention to adopt emerging e-banking technology. Additionally, analysing the moderating role of hedonic motivation in the association between consumers’ deterrence emotions towards emerging e-banking technology and their perceived risk highlights the significant association of deterrence emotions with perceived risk, regardless of the presence of hedonic motivation.

This study demonstrates the association between consumers’ emotions, perceived risk and subsequent intention to adopt emerging e-banking technology whilst underscoring the importance of distinguishing between different types of emotions and their corresponding appraisals.