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This empirical study uses the stimulus-organism-response (S-O-R) framework to examine the interrelationships amongst hotel websites and app quality, flow, telepresence, user engagement and booking intentions.

Data from two different datasets, including users of hotel websites (N sample 1 = 257) and hotel mobile apps (N sample 2 = 292), were collected. Partial least squares (PLS-SEM) was used to test the research model.

Findings indicate that the quality of the hotel websites and mobile apps positively influences telepresence, flow and engagement. Telepresence and flow positively affect the users booking intentions for both the samples. However, for hotel website users, engagement has a no-significant effect on booking intentions. Finally, telepresence has a non-significant effect on flow, and flow has a non-significant effect on engagement for both the users of hotel websites and mobile apps.

This study uses two datasets to understand how hotel booking channel (hotel website and mobile app) quality leads to booking intentions by tapping into telepresence, flow and engagement.

The primary purpose of this study was to examine the underlying consumer values that drive hotel booking mobile app users to engage more with the app and use the app continuously for hotel booking purposes.

By conducting confirmatory factor analysis (CFA) and structural equation modeling (SEM) on the data collected through the Qualtrics online survey platform from 506 respondents in the United States, the proposed measurements and structural models were tested.

The findings for both Generation Xers and Millennials revealed that hedonic and social values influenced mobile app engagement, which strongly influenced mobile app loyalty. Thus, to enhance customer engagement and indirectly influence mobile app loyalty, the app value delivery should appeal to social and hedonic values. Although the utilitarian values for using apps had a potential direct impact on mobile app loyalty, the mediation analysis showed that mobile app engagement, when connecting consumption values to mobile app loyalty, served as a full mediator for Generation Xers and a partial mediator for Millennials.

This study provides insights into how hotels and online travel agent (OTA) marketing managers may consider augmenting user engagement with hotel booking mobile apps. This study suggests that hoteliers and OTAs should further develop their user experience efforts to enhance the utilitarian features of their mobile app to increase revenue from repeat purchases. Additionally, this study provides implications for enhancing the hedonic and social features of hotel booking mobile apps to appeal to Millennials and Gen Xers.

This study developed and assessed an integrated model to investigate the relationships between consumption values, engagement and loyalty in hotel booking mobile apps. Furthermore, it examined generational cohorts' role in the relationships between these constructs.

This paper aims to explore how customer engagement behaviors and brand loyalty are enhanced through customers’ preferences of m-servicescape, based on the S-O-R model as a theoretical background.

A cross-sectional, online, self-administered survey method was conducted to examine proposed relationships by recruiting previous users of hotel mobile apps in the USA.

Results identified aesthetics, functionality and symbolism preferences of the m-servicescape fulfilled customers’ evaluations on autonomy and relatedness needs fulfillment, which positively influenced their engagement behaviors and brand loyalty.

This study contributed to mobile marketing research by investigating customers’ preferences of m-servicescapes that enhanced customers’ positive responses in the hotel industry.

Practical implications are as follows: using a holistic approach to explore mobile service environments in fulfilling customers’ needs, enhanced customers’ engagement behaviors and brand loyalty.

This study proposed and empirically investigated the role of m-servicescapes in customers’ evaluations on needs fulfillment and their positive responses in the hotel industry.

本论文以 S-O-R 模型为理论基础, 旨在探索m-服务场景如何促进客户参与行为和品牌忠诚度。

本论文采用横向研究、在线问卷采样形式, 美国酒店移动 app 用户为问卷样本, 来对假设关系进行验证。

m-服务场景的美观、功能性、和象征意义对顾客自治、相关需求满足有促进作用, 从而积极提高他们的参与行为和品牌忠诚度。

本论文通过探索酒店顾客m-服务场景偏好与顾客积极反馈的关系, 对移动营销研究做出贡献。

本论文建议企业使用整体策略来加强移动服务场景对于顾客需求的满足, 从而提高了顾客参与行为和品牌忠诚度。

本论文提出并且验证m-服务场景对于酒店顾客需求满足和积极反馈的作用。

关键词： 服务场景, 酒店移动 app, 顾客参与行为, 品牌忠诚度, S-O-R 模型

The purpose of this study is to empirically evaluate the influence of a hotel’s listing on the last-minute hotel booking app, HotelTonight, and average daily rate (ADR) on the hotel’s net operating income (NOI). The study examines the mediating effect of hotel occupancy rate on the relationships between ADR and hotel app usage in terms of NOI.

The data for the study was graciously provided by Smith Travel Research, Inc. for 80 hotels located in the top Florida destinations listed on the HotelTonight app. Hierarchical multiple regression with a mediation effect was used in the study to test the mediating effect of occupancy between hotel app usage and ADR with NOI.

The research results show a positive association between a hotel’s HotelTonight listing and ADR in terms of its NOI. Occupancy is found to have a full mediation effect between a hotel’s usage of the mobile app and NOI.

Mobile apps that specialize in last-minute hotel bookings have proliferated in recent years by providing hotels a mobile platform to increase hotel occupancy. However, there is a dearth of studies examining the effect these apps have on a hotel’s bottom line profitability or NOI.

Mobile technologies have recently come to serve as the primary reservation option for the hospitality industry. This study examines the role of online experience in determining potential consumers' perceived hotel brand image, through a three-stage model based on the stimulus–organism–response (SOR) framework.

A dual-stage analytical procedure, including structural equation modeling (SEM) and an artificial neural network (ANN) approach, was adopted to test the hypotheses.

Online experience of mobile applications (apps) can be influenced by perceived usefulness. As the indivisible component of consumers' cognitive beliefs, perceived ease of use exerts a positive impact on online experience. The online experience of mobile apps positively influenced brand awareness and satisfaction, further contributing to potential consumers' brand image formation.

This study empirically verified the relationships among potential hotel consumers' perceptions of official hotel mobile app quality, online experience and brand image.

This study reiterates the importance of official hotel apps in implementing online marketing strategies, suggesting that hoteliers should pay attention to enhancing the quality of their official apps.

This study is one of the first to combine machine learning techniques with the traditional SEM approach to assess linear and nonlinear relationships in consumers' perceptual models. Additionally, the findings provide theoretical insights into the online experience of mobile apps and reveal the perceived brand image formation process of potential consumers.

To better understand how to retain hospitality customers in the fierce competition among mobile applications, this study aims to propose and empirically validates an integrative framework, which elaborates how conscious and subconscious factors, together with affective factors, may induce app loyalty and how brand viscosity moderates such effects.

The authors conducted an online survey to collect data and received a total of 268 valid responses. This study splits the data into two groups (brand viscosity vs non-viscosity). Then, the authors performed a multi-group structural equation modeling with Chi-square difference tests to compare the model between the two groups.

The findings support the integrative model and reveal that the influence of app satisfaction on loyalty is stronger for app users who do not stick to one brand across the website and mobile app channels. Moreover, for those with brand viscosity, habit and switching cost are two significant determinants that exert positive effects in inducing app loyalty.

Brand viscosity across different channels matters for the effects of habit and switching costs in shaping app loyalty. E-commerce managers should elaborate on brand management among various booking channels and establish effective digital marketing strategies to facilitate the formation of usage habits and switching costs and to enhance brand viscosity across channels.

This research advances the knowledge of app loyalty in hospitality by providing a comprehensive explanatory framework from affective, conscious and subconscious lenses. This research is among the first to unveil the impact of brand viscosity on the links between loyalty and its determinants.

This study aims to develop a framework to explain the reciprocity of the value co-creation process in mobile hotel booking context and to clarify values for customer and supplier.

A research framework was developed based on the previous literature to derive insights on value co-creation process. Online surveys were conducted among mobile hotel bookers in China. Confirmatory factor analysis and structural equation modeling were used to test the proposed framework.

The findings suggested that suppliers should improve the values for customers (functionality, usability and perceived value) to achieve values for themselves [customer lifetime value (CLV), customer knowledge value (CKV), customer referral value (CRV) and customer influencer value (CIV)]. The relation between satisfaction and CLV was moderated by the CIV from other customers.

Suppliers should enhance customer value from the aspects of functionality, usability and perceived value to earn a competitive advantage. Moreover, for suppliers, non-transactional values such as other CIV play an increasingly critical role apart from economic value for development.

This study not only added empirical analysis on value co-creation in m-Tourism but also extended the current literature by validating a research model which integrates website evaluation research with Kumar et al. (2010)’s customer engagement value framework. Instead of serving as a mediator, mobile app was regarded as one of the indispensable actors involved in value co-creation.

The unprecedented development of hotel-branded mobile applications (apps) has been instrumental in facilitating the rich guest–hotel interactions, thus contributing to a high personalization of services. For true personalization, guests need to provide personal information via apps. Yet, no study to date has addressed how guests develop intentions to use such apps given the current personalization and privacy challenges. Therefore, this study aims to investigate hotel guests’ intentions to use hotel apps to access personalized services.

Drawing from personalization-privacy theory, this study conceptualized perceived personalization and privacy concerns as distinct constructs while recognizing two different privacy concerns constructs: general and app-specific privacy concerns. To build a comprehensive structural model that is appropriate for explicating intentions to use hotel apps, this study incorporates consumer psychology and information systems theoretical streams that provide constructs that unequivocally capture the unique set of consumer–app interactions in highly experiential settings such as hotels (e.g. innovativeness and involvement). Using a nation-wide sample of hotel guests from the USA, the model was validated using confirmatory factor analysis and structural equations modeling.

The predictors explained 79 per cent of the variability in the intentions to use hotel apps to personalize hotel services. The strongest predictor of intentions was involvement, followed by app-related privacy concerns and perceived personalization.

First, this study’s extended theoretical framework was well supported, as it captures relevant elements of the mobile commerce ecosystem (e.g. personalization and privacy), thus extending the classic paradigmatic approach to information systems adoption beyond system beliefs. Second, this study clarifies the distinct roles of personalization and privacy in the context of hotel apps, which has not been examined in the context of m-commerce in hospitality. Third, the study clarifies the role of involvement as the most critical factor that can influence guests’ intentions to use hotel apps when personalization options and privacy concerns exist.

This study offers hotel decision-makers a mapping of the factors, leading to use of hotel apps for purchasing personalized hotel services.

This study provides a first theoretical perspective on the hotel app utilization behaviors that have not been studied so far, but carry a strong strategic and financial significance for the hotel industry (direct distribution, brand consolidation and extensive contact with guests).

This study aims to empirically investigate ways to enhance customers’ continued mobile app use intention on the basis of information adoption model.

This study conducted an online, cross-sectional, self-administered survey, recruiting mobile app users in the USA.

Results identified both argument quality and source credibility positively influenced usefulness of branded apps and parasocial interactions. Results also confirmed a positive influence on usefulness of the branded app and parasocial interaction relating to continued branded app use intentions.

This study enriched the understanding of mobile app use behaviors, extending information adoption model in the service industry.

The main purpose of this study is to investigate what affects a customer's decision to use the hotel smartphone applications when he/she makes a room reservation.

A total of 266 usable data was collected through an online survey. The research model was tested using confirmatory factor analyses and structural equation modeling.

This study revealed that perceived usefulness, perceived credibility, perceived equipment risk, and perceived change risk affected customers' intention to book a hotel room using hotel smartphone apps. Perceived ease of use did not have a significant effect on behavioral intention.

This study extended TAM and the existing literature of mobile technology in the lodging industry. This article explored both existing variables and new variables in studying customers' intention to use hotel smartphone apps when booking a hotel room.