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Customers are increasingly using mobile applications (apps) to compare prices of travel and hospitality services and to purchase their itineraries, tours and stays. This study aims to explore key factors affecting the individuals’ perceptions on the usefulness of travel apps and sheds light on the causal paths predicting the individuals’ dispositions to use them.

Quantitative data was gathered from 1,320 research participants, who were members of popular social media groups. They were analyzed through a composite-based partial least squares approach.

The results confirm that information quality, source credibility and the functionality of travel apps are significantly affecting the individuals’ perceptions about their usefulness as well as their intentions to continue using them in future. They also indicate that there are highly significant indirect effects within the information technology adoption model.

This study integrates the information quality and source credibility factors from the information adoption model (IAM) with a functionality construct that was drawn from electronic service quality. This study examines their effects on the technology acceptance model (TAM)’s perceived usefulness and behavioral intentions.

This research implies that there is scope for the travel service providers to enhance the quality and functionality of their mobile apps to improve their consumers’ perceptions about the utilitarian value of these ubiquitous technologies.

This contribution raises awareness on the importance of incorporating a functionality construct in addition to IAM and/or TAM “usability” factors to better understand the individuals’ dispositions to avail themselves of online content and/or to adopt interactive innovations. In this case, it implies that certain functionality features of travel apps, including their responsiveness and technical capabilities, can trigger users to increase their engagement with these mobile technologies on a habitual basis.

客户越来越多地使用移动应用程序 (apps) 来比较旅行和酒店服务的价格, 并购买他们的行程、旅游和住宿。 本研究探讨了影响个人对旅行应用程序有用性看法的关键因素, 并阐明了预测个人使用这些应用程序的倾向的因果路径。

本研究从 1,320 名流行社交媒体团体的成员作为研究参与者收集了定量数据。 通过基于复合材料的偏最小二乘法 (PLS) 方法对它们进行了分析。

结果证实, 信息质量、来源可信度和旅游应用程序的功能显着影响个人对其有用性的看法以及他们未来继续使用它们的意图。 它们还表明, 信息技术采用模型 (ITAM) 中存在非常显着的间接影响。

这项研究表明, 旅游服务提供商可以提高其移动应用程序的质量和功能, 以提高消费者对这些无处不在的技术的实用价值的看法。

本研究将来自信息采用模型 (IAM) 的信息质量和来源可信度因素与从电子服务质量 (eSERVQUAL) 中提取的功能结构相结合。 本研究检查了它们对技术接受模型 (TAM) 的感知有用性和行为意图的影响。

这一贡献提高了人们对在 IAM 和/或 TAM“可用性”因素之外加入功能结构的重要性的认识, 以更好地了解个人利用在线内容和/或采用交互式创新的倾向。 在这种情况下, 这意味着旅游应用程序的某些功能特性（包括响应能力和技术能力）可以触发用户习惯性地增加对这些移动技术的参与。

Existing service research has revealed that customers’ perceived equity influences the sustainability of a business. Despite the importance of food service mobile applications during the COVID-19 pandemic, studies that have examined customers’ loyalty toward mobile applications remain limited. Thus, this study aims to examine the impact of mobile application-related attributes on customers’ behavior in the food delivery industry.

The authors collected data from 214 US customers to extend knowledge on perceived equity by examining the effect of multidimensional equity (i.e. value equity, brand equity and relationship equity) on loyalty in the mobile food service context.

Results of partial least square structural equation modeling suggest that three aspects of customers’ perceived equity are positively related to customers’ attitudinal loyalty, which is linked to behavioral loyalty. Moreover, the role of attitudinal loyalty and demographic characteristics (i.e. gender and age) is described.

This empirical research explores how food delivery brands can increase customers’ positive behavior by investigating the role of multidimensional equity. Service providers must understand certain aspects of customers’ perceived equity to increase food service brand sustainability.

现有服务研究表明, 客户的资产感知会影响企业的可持续性。尽管在 COVID-19 大流行期间食品服务移动应用程序很重要, 但检查客户对移动应用程序忠诚度的研究仍然有限。

作者收集了来自 214 名美国客户的数据, 通过检查多维公平（即价值公平、品牌公平和关系公平）对移动食品服务环境中忠诚度的影响来扩展关于感知公平的知识。

偏最小二乘结构方程模型的结果表明, 客户感知资产的三个方面与客户的态度忠诚度呈正相关, 而态度忠诚度与行为忠诚度相关。此外, 还描述了态度忠诚度和人口特征（即性别和年龄）的作用。

这项实证研究通过调查多维公平的作用, 探讨了食品配送品牌如何增加顾客的积极行为。服务提供者必须了解顾客感知资产的某些方面以提高食品服务品牌的可持续性。

Near-field communication (NFC) technology introduces new and better experiences for tourists while improving operating processes in the tourism industry through the use of smartphone applications. The purpose of this research is to explore and analyse the antecedents of the adoption of NFC mobile applications (app) regarding the search for information in a tourist destination.

Based on the review of the literature, three groups of antecedents are proposed. The groups are associated with the usability of mobile technology itself, the benefits derived from its use and the possible risks that the tourist assumes. To achieve these objectives, an online questionnaire was filled by 218 participants after they watched a video explaining the use of NFC tourism apps in a Spanish tourist destination.

Partial least squares revealed that perceived value, performance risk, usefulness and perceived enjoyment have a strong relationship with the intention to use of tourism apps.

The conclusions and implications for management provide alternatives for companies to promote this new business by means of the new technical developments.

论旅游nfc移动应用使用的动因

近场通讯（NFC）技术通过智能手机的使用, 为游客带来新奇更佳的体验, 同时, 又完善了旅游业运营流程。本论文旨在探索和分析探索旅游目的地信息中, NFC移动应用APP使用的动因。

根据文献综述结果, 本论文提出三组动因。这三组动因涉及移动技术本身、使用好处、以及旅游预想的可能危险。为了达到研究目的, 本论文采用在线问卷采样方式, 受访者首先看了一段解释NFC旅游APP在一个西班牙旅游目的地应用的视频, 共218名受访者参与了调查。

PLS-SEM结果表明感知价值、性能危险、有用性、和感知愉快与旅游APP使用有着紧密的联系。

本论文结果和管理启示为公司提出其他可能, 建议公司可以利用新科技发展来提高新商机。

Collecting information from and interacting with customers through mobile platforms for personalization purposes have become a trend. While mobile-based value co-creation has attracted wide research attention, a noticeable gap exists regarding what might potentially affect the firm–customer interaction process through which value is co-created. This paper aims to explore how customers exchange information and communicate with firms through mobile applications for value co-creation purposes in a travel context.

Based on a constructivist research paradigm, this study adopted a qualitative research design. Data were collected through semi-structured interviews and were analyzed following narrative analysis approach.

The findings highlight the contextual factors (individual characteristics, trip characteristics and computer-mediated communication characteristics) that facilitate and inhibit the firm–customer interaction process. Practitioners are suggested to put more efforts on creating stimuli for interactions and managing customer expectation.

This study goes beyond technology adoption and focuses on customers’ post-adoption stage. The findings shed light on the important role of the service provider in facilitating effective interactions for value co-creation with customers.

This study focuses on the interaction process, rather than the antecedents and outcomes of mobile-based value co-creation. It contributes empirical evidence on how customers co-create value and why some situations present better opportunities for successful value co-creation.

基于移动资讯科技的价值共创：影响客户体验的情景因素

通过移动资讯科技平台收集客户信息并与客户互动从而提供个性化服务和体验已成为一种趋势。尽管基于移动资讯科技的价值共创已经吸引了广泛的研究关注, 但是什么潜在因素可能会影响企业与客户为了共创价值而进行的互动的过程仍未被确定。这项研究探讨客户如何在旅行环境中透过移动应用程式与服务提供商交换信息和进行交流, 以实现价值共创的目的。

本研究基于建构主义研究范式, 采用了定性研究设计。通过半结构化访谈收集数据, 并根据叙述分析方法进行数据分析。

调查结果突出了有助于和抑制企业与客户透过移动科技互动的情境因素（个人特征、行程特征和电脑媒介传播特征）, 建议业界人士在促进互动和管理客户期望方面付出更多的努力。

本研究关注企业和客户的互动过程, 而非着重于价值共创的前提和结果。它提供了经验性证据解释客户如何与企业共创价值, 以及为什么某些情况为成功实现价值共创提供更好的机会。

有别于过去着重探讨影响技术采用因素的研究, 本研究关注客户的采用后阶段。调查结果阐明了服务提供商在促进与客户进行有效互动从而与客户共创价值的重要角色。

El valor de la co-creación basado en dispositivos móviles: Factores contextuales sobre la experiencia de los clientes

Resumen

Basado en un paradigma de investigación constructivista, este estudio adopta un diseño de investigación cualitativa. Los datos se recopilaron a través de entrevistas semiestructuradas y se analizaron siguiendo un enfoque de análisis narrativo.

Recopilar información e interactuar con los clientes a través de plataformas móviles con fines de personalización se ha convertido en tendencia. Si bien la co-creación de valor basada en dispositivos móviles ha atraído una amplia atención en la investigación, existe una brecha notable con respecto a lo que podría afectar potencialmente en el proceso de interacción empresa-cliente a través del cual se co-crea valor. Este estudio tiene como objetivo explorar cómo los clientes intercambian información y se comunican con las empresas a través de aplicaciones móviles con fines de creación conjunta de valor en el contexto de los viajes.

Los resultados enfatizan los factores contextuales (características individuales, características del viaje y características de la comunicación mediada por ordenador) que facilitan e inhiben el proceso de interacción empresa-cliente. Se sugiere a los profesionales del turismo mayor esfuerzo para crear estímulos en las interacciones y gestionar las expectativas del cliente.

Este estudio va más allá de la adopción de tecnología y se centra en la etapa posterior a la adopción del uso de la tecnología por parte de los clientes. Los resultados proyectan luz sobre el importante papel del proveedor de servicios a la hora de facilitar interacciones efectivas para la creación conjunta de valor con los clientes.

Este estudio se centra en el proceso de interacción, más que en los antecedentes y resultados de la co-creación de valor basada en dispositivos móviles. Aporta evidencia empírica sobre cómo los clientes co-crean valor y por qué algunas situaciones presentan mejores oportunidades para la co-creación de valor exitosa.

The purpose of this study is to review and synthesize the literature on in-app advertising, identify gaps and propose future research directions.

The authors use a systematic literature review (SLR) approach, following the PRISMA guidelines, to investigate the current state of research in in-app advertising. The study uses 44 shortlisted articles from the Scopus and Web of Science databases. Using the Theory-Context-Characteristics-Methodology (TCCM) framework, the authors analyze the gaps in theory, context, characteristics and methods.

Using thematic analysis, the authors identify five main themes in the in-app advertising literature, namely, ad platform optimization; mobile app user psychology and behavior; ad effectiveness; ad fraud; and security, privacy and other user concerns. The findings show the need for empirical research, with a strong theoretical foundation in emerging ad formats of in-app advertising, user behavior and buy-side of in-app advertising.

This is a maiden study to conduct a domain-based SLR in the emerging field of in-app advertising using the TCCM framework. The authors highlight the key differences between in-app advertising and mobile web advertising. The authors propose theories in the advertising field that could be used in future empirical studies of in-app advertising.

El propósito de esta investigación es revisar y sintetizar la literatura sobre la publicidad en Apps, identificar lagunas y proponer futuras direcciones de investigación.

Utilizamos un enfoque de revisión sistemática de la literatura, siguiendo las directrices PRISMA, para investigar el estado actual de la investigación en publicidad en aplicaciones. El estudio utiliza 44 artículos preseleccionados de las bases de datos Scopus y Web of Science (WoS). Utilizando el marco Teoría-Contexto-Características-Metodología (TCCM), analizamos las lagunas en teoría, contexto, características y métodos.

Mediante un análisis temático, identificamos cinco temas principales en la literatura sobre publicidad en aplicaciones, a saber: optimización de plataformas publicitarias; psicología y comportamiento de los usuarios de aplicaciones móviles; eficacia publicitaria; fraude publicitario; seguridad, privacidad y otras preocupaciones de los usuarios. Nuestros hallazgos muestran la necesidad de investigación empírica, con una sólida base teórica en los formatos publicitarios emergentes de la publicidad en Apps, el comportamiento del usuario y el buy-side de la publicidad en Apps.

Se trata de un estudio pionero para realizar una revisión sistemática de la literatura basada en el dominio en el campo emergente de la publicidad en Apps utilizando el marco TCCM. Destacamos las principales diferencias entre la publicidad en aplicaciones y la publicidad en la web para móviles. Proponemos teorías en el campo de la publicidad que podrían utilizarse en futuros estudios empíricos sobre la publicidad en Apps.

本研究旨在回顾和总结有关应用内广告的文献, 找出差距并提出未来的研究方向。

我们采用系统性文献综述方法, 遵循 PRISMA 指南, 调查应用内广告的研究现状。研究使用了 Scopus 和 Web of Science (WoS) 数据库中的 44 篇入围文章。利用理论-背景-特征-方法（TCCM）框架, 我们分析了理论、背景、特征和方法方面的差距。

通过主题分析, 我们确定了应用内广告文献的五大主题, 即广告平台优化; 移动应用用户心理和行为; 广告效果; 广告欺诈; 安全、隐私和其他用户关注点。我们的研究结果表明, 有必要在应用内广告的新兴广告形式、用户行为和应用内广告买方等方面开展实证研究, 并奠定坚实的理论基础。

这是一项首次使用 TCCM 框架对新兴的应用内广告领域进行基于领域的系统性文献综述的研究。我们强调了应用内广告与移动网络广告的主要区别。我们提出了广告领域的理论, 可用于未来的应用内广告实证研究。

This study consolidates insights on the role of virtual reality (VR) and augmented reality (AR) in tourism engagement (TE). In addition, it suggests new directions for research in tourism and hospitality.

A hybrid integrative review was used with bibliometric and theory-context-characteristics-method framework analyses of 236 peer-reviewed journal articles.

Computer science journals dominate TE in VR/AR research. Emotional and immersive attributes of VR/AR sustain TE. Exploring cultural theories can enrich TE perspectives in the context of VR/AR. This study offers fruitful directions by exploring virtual technology’s role in sustaining cultural heritage and studying TE intentions and perceptions on VR/AR tourism mobile applications.

To the best of the authors’ knowledge, this is the first study that uncovers the structure and intellectual rationale of existent research.

本研究整合了关于虚拟现实（VR）和增强现实（AR）在旅游参与（TE）中的作用的见解。此外, 本研究为旅游和酒店业的研究提供了新的方向。

本研究使用文献计量学和理论-背景-特征-方法（TCCM）框架分析, 采用混合综合审查方法, 分析了236篇同行评审的期刊文章

计算机科学期刊在VR/AR研究中主导了TE领域。VR/AR的情感和沉浸属性支持了TE。在VR/AR的背景下, 探索文化理论可以丰富TE的视角。本研究通过探讨虚拟技术在保护文化遗产方面的作用, 以及研究VR/AR旅游移动应用中的TE意图和感知, 提供了有益的研究方向。

这是第一项揭示现有研究结构和知识理论基础的研究。

This paper aims to investigate the causal inferences between mobile application adoption and changes in travelers’ purchasing behavior regarding services supported by the travel and tourism industry.

Using a quasi-experiment conducted by an airline, data sets from more than 10,000 travelers were collected, and hypotheses were tested using propensity score matching and difference-in-difference methods.

Mobile application adoption has a significant positive effect on the total purchasing frequency of services and a significant adverse effect on booking tickets in advance and purchasing frequency from self-owned websites. Besides, this finding also suggested that members or travelers who had high average purchases in the past tend to buy more air tickets on average after mobile application adoption, while the number of days to book tickets in advance and purchase auxiliary services declined after mobile application adoption. However, males purchased more auxiliary services via mobile applications.

The study is based on the causal effect of mobile application adoption on purchasing behavior. Nevertheless, the theoretical basis remains relatively weak. Furthermore, the underlying mechanisms that cause the changes in purchasing behavior via mobile applications need to be elucidated.

This study enriches the hospitality and tourism literature on mobile application adoptions, multichannel purchasing behavior and revenue management. First, a quasi-experimental design is used to verify a causal relationship between mobile applications’ adoption and travelers’ purchasing behavior in the travel and tourism industry. Second, this study adds to examining travelers’ multichannel purchasing behavior in the travel and tourism industry. Third, this work enriches the current literature that explores auxiliary services and revenue management in the travel industry.

Mobile application adoption significantly impacted the travel and tourism industry. Besides, To the best of the authors’ knowledge, this is one of the first empirical studies that examined changes in purchasing behavior due to mobile application adoption from the perspective of service type. The findings provide the first evidence of the impact of mobile application adoption on service purchasing in the travel industry.

This paper aims to examine factors affecting users’ intention to continue using mobile event applications (MEA). The impacts of perceived usefulness, social exchange and perceived enjoyableness on users’ intention to continue using MEA were tested. Further, the moderating role of social image in the proposed relationships was analyzed.

Data were collected from 407 users of MEA. Structural equation modeling was used for hypotheses testing.

The results indicated that perceived usefulness and social exchange positively influenced perceived enjoyableness and further users’ intention to continue using MEA. Self-image had a moderating impact on the relationship between perceived enjoyableness and intention to continue using MEA.

To the best of the authors’ knowledge, this study is one of the first to systematically study mobile event apps and offers valuable implications for academicians, technology vendors and event planners.

本研究旨在探讨影响用户持续使用移动活动应用程序（MEA）意愿的因素。为此, 本研究探索了了MEA感知的实用性、社会交换和享受度对用户继续使用MEA意愿的影响, 并进一步分析了社会形象在此关系中的调节作用。

本研究收集了407名移动活动应用程序（MEA）用户的数据, 并利用结构方程模型测试假设。

结果表明, 用户MEA感知实用性和社会交换对MEA感知享受度起到正面作用, 并进一步影响其继续使用MEA的意愿。自我形象在用户对MEA感知的享受度和继续使用MEA的意愿之间的关系中具有调节作用。

本研究首次系统地研究了移动活动应用程序, 并为学者、技术供应商和活动策划者提供了重要启示。

This study aims to explore the role of trust and effect of age in the process of technology acceptance.

Using data collected from an online survey, this study conducts structural equation modeling to assess the relationship between technology adoption and users’ trust in that technology.

Findings of this study indicate that the formation of trust in technology is based on user experiences (i.e. the perception of usefulness and ease of use), while the perception of trust in technology is similar to human-like trust (i.e. competence and benevolence). This study clarifies that trust has a mediating effect on the relationship between perceived technology ease of use and behavioral intention to use. Trust belief of competence is found to be more effective on adoption behavior than trust belief of benevolence. In exploring the moderating effect of age, results find that easy use of an app is crucial for elderly people to create trust belief in technical competence and develop behavioral control over such technologies. Trust in technology is an essential factor that should be widely applied when analyzing technology adoption behaviors.

This study contributes in three ways. First, it reveals both how trust in technology is formed and the effect of that trust on technology adoption. Second, it extends the discussion of age as a variable in tourism app usage. Third, it shows how the experience of usage influences intentions towards the adoption of tourism apps.

重新认识旅游APP的技术信任：年龄的调节作用

本研究旨在探索技术信任和年龄对技术采用行为的作用。

本研究通过发放网络问卷收集数据，并构建结构方程模型验证并分析技术信任感知对技术采用行为的影响方式。

研究发现，技术信任是基于用户体验而形成的（如，对技术有用性和易用性的感知），用户对技术信任的感知与人际信任相似（如，对其能力信任和善意信任的感知）。研究结果表明，技术信任对感知技术易用性与使用意向之间的关系具有显著的中介作用，在这个过程中，用户更关注技术的能力信任而非其善意信任。此外，年龄对实现技术信任有一定调节作用，如，对于老年人用户而言，易用性更容易建立技术的能力信任，并有效帮助增强其对技术的控制感知。因此，技术信任应作为技术采用行为研究的重要考量因素。

首先，研究揭示了技术信任的实现路径，并解释了用户的技术信任感知对技术采用行为的影响方式。 其次，本文将年龄作为调节变量检验了其对用户技术采用行为的作用。 最后，本文讨论了旅游APP使用体验是如何影响用户采用意向的。