The role of utilitarian and hedonic aspects in the continuance intention to use social mobile apps

The purpose of this research is to understand the main factors that determine users’ continuance intention to use social mobile Apps, considering two utilitarian (i.e., perceived usefulness, perceived ease of use) variables and a hedonic (i.e., perceived enjoyment) variable. As social mobile Apps may be utilitarian or hedonic, we aim to evaluate possible differences in the significance of the aforementioned antecedent factors in utilitarian Apps (i.e., TripAdvisor) and hedonic Apps (i.e., Instagram). The data were collected from an international sample of users; the Partial Least Squares method was applied to analyze the research model, using SMARTPLS 3.0. To analyze the moderating effects, a multi-group PLS analysis was carried out to compare the differences between the path relationships in the two Apps. The results show that continuance intention to use is explained by perceived usefulness, perceived ease of use, perceived enjoyment, satisfaction and user experience (control variable), and the impact of utilitarian variables is generally greater for utilitarian Apps, whereas the impact of perceived enjoyment is higher for hedonic Apps. This study contributes to the general body of knowledge about mobile Apps by providing a comprehensive theoretical foundation and practical implications that illuminate the continuance use of social mobile Apps.     

Examining consumers' continuous usage of multichannel retailers' mobile applications

This paper examines the variables influencing a consumer's satisfaction and continuous use of a multichannel retailer's mobile application. Drawing upon the Expectation Confirmation Model for Information Technologies, post-adoption literature, and consumer behavior literature, we assess pertinent factors on the continuous usage of multichannel retailers' mobile apps. Through a sample of 1009 consumers who retained a retailer's mobile app for more than 6 months and conducting Structural Equation Modelling, the findings illustrate that utilitarian variables (perceived usefulness, ease of use, and personalization), hedonic variables (perceived enjoyment), and a brand-related variable (consumer loyalty intention toward the retailer's brand), play a significant role in influencing continuous usage of multichannel retailers' mobile apps. In contrast to e-commerce research, the study outlines that escapism plays a negative role in both consumer satisfaction and intention to continue to use a multichannel retailer's mobile app. Previous research points to the fact that consumers' retention of retailers' apps is low. This paper contributes to the emerging literature on consumers' continuous use of retailers' mobile apps through enhancing our understanding of technology and non-technology-related variables.     

The effect of benefits generated from interacting with branded mobile apps on consumer satisfaction and purchase intentions

This study extends the “Uses and Gratifications” approach (U&G) from a web context to a new one, i.e. mobile applications. It seeks to investigate the effect of the key benefits generated from interacting with branded mobile apps on consumer satisfaction and purchase intentions. A self-administrated questionnaire was used to collect the study data. The questionnaire was distributed to 358 participants inside seven major malls in a Middle Eastern country (Jordan). Purposive sample was employed. The data were analyzed using structural equation modeling (AMOS 18). Four key findings emerged from the current research. First, the study confirms the existence of four interaction-based benefits in the context of mobile apps, namely: learning benefits, social integrative benefits, personal integrative benefits and hedonic benefits. Second, apart from social integrative benefits, the other three benefits are found to influence consumer satisfaction to varying degrees. Third, with regard to purchase intentions, only learning benefits and hedonic benefits are found to generate that. Finally, the study confirms the relationship between consumer satisfaction and purchase intentions in a mobile context. The study contributes to the literature through adopting the U&G approach as a theoretical base to examine the key benefits that consumers gain when interacting with branded mobile apps.     

Exploring the determinants of usage continuance willingness for location-based apps: A case study of bicycle-based exercise apps

This paper investigates how mobile app design and social media can be used to influence the intention for continued use of location-based mobile apps. Uses and gratification theory and information systems success model are used to explore the key factors of continued usage intention. Three hundred and fifty-six valid questionnaires were collected to test the research model. The results showed that perceived usefulness, enjoyment, sense of belonging would significantly influence the usage habit and satisfaction of bicycle-based exercise app. In particular, the habit and satisfaction had strong impact on the intention for continued use. This study extended the findings of exercises with mobile apps and provided implications for the developers and operators of fitness and leisure-oriented apps.     

Mediating effects on the relationship between perceived service quality and public library app loyalty during the COVID-19 era

The demand for using library apps to search for information has been increasing after the COVID-19 outbreak. To look into how the pandemic affects the users’ perception of the loyalty of using library apps, we designed this research by amalgamating the updated IS success model and S–O-R model to evaluate the service quality of a public library app under the Hong Kong Government mobile applications initiative. A third-order model is established to demonstrate the multi-faceted aspects of service quality and mediating effects of perceived brand image, satisfaction, and e-word of mouth. Using structural equation modeling, data collected from Hong Kong, a metropolis where mobile services empower its citizens, showed the interrelationships among service quality and possible outcomes (i.e., perceived brand image, user satisfaction, e-word of mouth, and user loyalty). Findings also indicate that the influence of perceived service quality on user loyalty could only be achieved through perceived brand image and user satisfaction. This is a timely study during the COVID-19 pandemic, as the lockdown and social distancing arrangements created challenges for citizens to search for information in public libraries in person. Our findings and suggestions reiterate the importance of considering the usability concepts when analyzing the service quality of each unique app. They also provide insights for practitioners in developing the next generation of apps for smart public information services and call for further investigation into the proposed hierarchical model and other potential factors related to service quality.     

The role of mobile value and trust as drivers of purchase intentions in m-servicescape

Building on the premises of the unified theory of acceptance and use of technology (UTAUT), this study introduces the concept of mobile servicescape (m-servicescape) and explores the drivers of purchase intentions in the mobile service environment. Data were collected from a sample of 284 service mobile users and analyzed using structural equation modeling. Results show that the dimensions of m-servicescape (i.e., aesthetic appeal, perceived security, and layout and functionality) generate mobile value (i.e., hedonic and utilitarian), which in turn, leads to user purchase intentions. Utilitarian value was found to have a higher effect on purchase intentions than hedonic value and trust was found to enhance this effect. We highlight theoretical contributions and offer managerial insight for mobile marketers and designers on the specificities of consumer behavior in the service mobile environment.     

Consumer perceived value and impulse buying behavior on mobile commerce: The moderating effect of social influence

This study examines how the consumers' perceived values (utilitarian and hedonic values) impact their impulse buying behavior (IBB) in the mobile commerce (m-commerce) context. Moreover, we view interpersonal influence as a moderator and test its impact on the correlation between the consumers' perceived value and their IBB. Data were collected through a survey in China (n = 199). The results show that environmental stimuli significantly influence consumer perceived values (i.e., perceived utilitarian value and perceived hedonic value), and the consumers’ perception of hedonic value significantly and directly impacts their IBB. In addition, the interaction effect of perceived hedonic value and interpersonal influence significantly affects IBB. The findings provide valuable guidance for m-commerce retailers to induce consumer IBB.     

Beyond presence: Creating attractive online retailing stores through the cool AR technology

Augmented reality (AR) is increasingly coming into the spotlight for its potential to improve the consumer experience through the creation of presence. This research aims to explore the theoretical mechanisms through which AR-based product presentation influences online store attractiveness and whether the effects differ in the purchasing contexts of hedonic and utilitarian product types. From the perspective of consumers' bidimensional experience, we find that AR increases online store attractiveness by creating perceived coolness (intrinsic attribute) and spatial presence experience (extrinsic attribute), which would further have a positive impact on consumers' purchase intention. The mediating mechanisms are different in purchasing contexts of various product types: for hedonic products, perceived coolness and spatial presence are parallel mediating factors leading to the improvement of online store attractiveness; while for utilitarian products, only the mediation effect of spatial presence presents. Our findings enrich the literature on AR marketing by proposing an insightful mediating force (i.e., perceived coolness) to complement the effect of presence, and explore the different purchasing contexts. We also provide managerial guidance for e-retailers to differentiate AR interface design for diverse product types to apply AR technology effectively.     

Payment formats and hedonic consumption

Payment formats have many important influences on consumer behavior. However, few studies have examined how the payment format affects hedonic consumption. This study explores how the transparency of the payment format (e.g., bonus points vs. cash) influences consumers’ willingness to pay, budget assignments, and consumption choices through differences in their perceived pain of purchasing (exchanging) hedonic and utilitarian options. Specifically, consumers who pay with highly transparent payment formats (e.g., cash), compared with consumers who pay with less transparent payment formats (e.g., store points, bonus points, and gift certificates), are willing to pay less, assign a lower budget, and are less likely to choose hedonic products. The perceived pain of purchasing (exchanging) a hedonic product plays an important mediating role on the influence of the payment format on hedonic consumption. However, the perceived pain of purchasing (exchanging) a utilitarian option plays a parallel mediating role only when people have paid for the less transparent payment format (e.g., buying store points) rather than when they accumulate the points through previous consumption events. The research findings provide insights that can benefit both theory and practice.     

“Yes,we do. Why not use augmented reality?” customer responses to experiential presentations of AR-based applications

Augmented reality (AR) is regarded as a visually transformative technology that enables consumers to gain immersive and enjoyable information about experience products/services during the purchasing process. Based on the stimulus-organism-response (S–O-R) paradigm, this study investigates how experiential AR applications (apps) influence customers' experiential value, in turn enhancing continued usage intention. Furthermore, perceived customer support plays an even more important role in enhancing customers’ continued usage intention. This study obtained data through an online survey of 437 customers of the YouCam Makeup app in Taiwan. We used SmartPLS software to analyze the data and test the hypotheses. The findings suggest that the features of an experiential AR app have a greater positive impact on hedonic value than utilitarian value; in turn, only hedonic value has a positive impact on continued usage intention. The results further demonstrate that the effect of hedonic value on continued usage intention is positively moderated by perceived customer support.     

The formation of habit and word-of-mouth intention of over-the-top platforms

The current study examines how video content on over-the-top (OTT) platforms and the enjoyment from watching them form habits and word-of-mouth (WOM) intentions. We propose a research model that integrates elements from the Self-Determination Theory (SDT) and the concept of “habit loop” from the Interest-Driven Creator (IDC) theory. The model was analyzed using PLS-SEM on 302 responses from OTT users. The study elucidates how video content availability helps in habit formation indirectly through perceived enjoyment. The results also demonstrated that the WOM of OTT platforms is explained by perceived enjoyment, affective commitment, and the habit of using the OTT platforms. The study highlights that habit is a significant predictor of affective commitment and WOM intention of hedonic apps. This is the first study to illustrate how video content availability affects users’ enjoyment, habitual use, and WOM intentions. Habit as a significant predictor of affective commitment and WOM intention of hedonic apps, like OTT platforms, is unprecedented.     

Standing up for or against: A text-mining study on the recommendation of mobile payment apps

Mobile payment systems offer enormous potential as alternative payment solutions. However, the diffusion of mobile payments over the years has been less than optimal despite the numerous studies that have explored the reasons for its adoption. Consequently, there is an increased interest in exploring alternative actions for promoting its diffusion, especially user recommendation of the technology. This is because positive recommendations can enormously influence the decisions of potential consumers to use the technology while negative recommendations can increase resistance to it. The few extant studies in this domain have followed the traditional survey approach with hypothetic-deductive reasoning, thus limiting an understanding of factors outside their conceptual models that could influence recommendations. To address this shortcoming, this study uses a qualitative text-mining approach that explores themes from user reviews of mobile payment applications (apps). Using 5955 reviews from 16 mobile payment apps hosted on the Google Play store, this study applied the latent Dirichlet allocation (LDA) text-mining method to extract themes from the reviews that help to explain why users provide positive or negative recommendations about mobile payment systems. A total of 13 themes (i.e. ease of use, usefulness, convenience, security, reliability, satisfaction, transaction speed, time-saving, customer support, output quality, perceived cost, usability and trust) were generated from the LDA model which provides both theoretical and practical insights for advancing mobile payments diffusion and research.     

The Impact of Mobile App Adoption on Cross-buying: The Moderating Roles of Product Category Characteristics and Adoption Timing

With more and more companies introducing mobile apps and consumers using them during the purchase journey, it is increasingly important to understand the consequences of app adoption on behavioral outcomes. This paper investigates the impact of app adoption on the number of additional products purchased by customers (i.e., cross-buying) and how this effect varies across different product categories and different customers. We focus on two key product category characteristics (utilitarian vs. hedonic nature and perceived risk) and on adopters who vary in their adoption timings (early vs. late adopters). Using data from an online retailer and a combination of propensity score weighting with difference-in-differences and Heckman correction estimation techniques, the results show that app adoption has a positive effect on cross-buying overall, but the effect varies greatly across products and consumers. App adoption promotes additional product purchases for hedonic products but leads to less cross-buying for utilitarian products. In addition, early adopters purchase a higher number of additional product categories than late adopters, with this difference decreasing over time and for new consumers compared to existing customers. These results offer novel insights into the behavioral consequences of app adoption and provide managers with useful recommendations for improving the effectiveness of their mobile app investments.     

Understanding the sequential interdependence of mobile app adoption within and across categories

This research examines the interdependencies in users’ sequential app adoptions within and across diverse app categories. We employ a Zero-inflated Negative Binomial (ZINB) model to analyze a unique, granular, and individual-level mobile app adoption dataset, revealing three main findings. First, users’ app adoption decisions are highly history-dependent and category-specific in a nonlinear fashion. Early adoption can enhance subsequent downloads within the same category for app categories with high needs evolvement and horizontal differentiation (e.g., Game and Education apps). However, it may crowd out subsequent downloads in other categories with low needs evolvement and horizontal differentiation (e.g., Communication and Social media apps). Second, these effects are further moderated by users’ individual characteristics such as app usage tenure and phone price. Third, there exist nontrivial app adoption spillovers across app categories. For example, users’ adoptions of apps with relatively high hedonic values (e.g., Game and Music apps) can suppress their subsequent need for apps with relatively high utilitarian values (e.g., Education and Online banking apps), and vice versa. Together, these results offer novel managerial implications for app developers and platforms to promote apps in different categories based on users’ adoption histories.     

The effect of credit card versus mobile payment on convenience and consumers’ willingness to pay

Extant literature on payment methods has focused on comparing cash and credit cards and emphasized the lower pain of paying (i.e., fewer negative consequences) for the latter. This finding, in turn, explains why consumers express higher willingness to pay (WTP) when paying with credit cards. The current study introduces mobile technology as a new payment method to this literature. Specifically, it highlights convenience as a positive driver of increased WTP for mobile payment. However, for consumers to perceive mobile payment as convenient, a personal adoption (enabled through an existing system in the respective country market) is necessary. A set of three studies across several country markets tests these assumptions empirically. Convenience emerges as a new mediator between mobile payment and increased WTP, contingent on personal adoption. These findings thus extend extant literature on the mechanisms consumers use with different payment methods, and they offer differentiated recommendations regarding payment channels for country managers.     

When consumers switch brands

A proposed integrative approach measured consumer response to various incentives to switch brands. The response measure consisted of both actual behavior (i.e., switching behavior) and an evaluative measure, which underlies the behavior. Self-perception theory was utilized to assess consumer switching behavior in response to intrinsic versus extrinsic motives. The integrative approach was tested in the context of a multistage longitudinal field study concerning five product classes. Findings show that there is a difference depending upon whether switching behavior was induced by extrinsic (e.g., price, coupon) or intrinsic (e.g., a desire to try a new brand) incentives. Unlike intrinsically induced switching, extrinsic incentives motivated consumers to switch despite a high level of satisfaction with the last purchased brand. However, this switching behavior resulted in weaker intentions to repurchase the new brand.     

Mobile Shopping Through Applications: Understanding Application Possession and Mobile Purchase

Smartphones have penetrated rapidly and mobile shopping provides promising market opportunities for retailers. However, little is known about mobile shopping patterns and inferring these patterns from online shopping may provide misleading insights. We combine mobile log data and a mobile panel survey, and examine two stages in mobile shopping: the possession of shopping applications (hereafter, apps) and the purchase via shopping apps. Our exploratory investigation of mobile data and its empirical analyses provide three substantive findings. First, online experience and mobile experience both positively relate to the possession of shopping apps. Second, browsing behavior for non-shopping apps helps understand the possession of shopping apps as it reflects user preferences for acquiring more apps. Third, purchasing decisions are explained by digital experience (i.e., online experience and mobile experience) and browsing information from shopping apps, with other factors being of little predictive value. The implications for mobile retailing research and practice are discussed.     

How to achieve consumer continuance intention toward branded apps—from the consumer–brand engagement perspective

Branded mobile applications (apps) serve as useful marketing tools to assist existing and potential customers and greatly motivate consumers to engage with brands. This paper aims to investigate how branded apps achieve consumer continuance intention from the perspective of consumer–brand engagement (CBE). Data are collected from 509 users of Chinese branded mobile applications and analyzed using a structural equation model. Results showed three dimensions of CBE that have unique interrelationships that promote continuance intention. Perceived informational usefulness serve as a utilitarian motivation, while perceived entertainment and social presence as hedonic motivations, all contributing to CBE in different ways.     

Searching online and buying offline: Understanding the role of channel-, consumer-, and product-related factors in determining webrooming intention

In recent times, the increasing accessibility of mobile technology has led to changes in consumers’ purchasing behavior. Despite the gloom and doom hearsay about how electronic commerce is threatening the existence of brick-and-mortar stores, by some indications, however, webrooming (i.e., the practice of researching items online, and then buying them offline) may be an even more common practice among shoppers. Against this background, this study proposes and empirically validates a comprehensive research model which incorporates consumer traits (i.e., need for touch, need for interaction, and price-comparison orientation), channel-related factors (i.e., online search convenience, perceived usefulness of online reviews, perceived helpfulness of in-store salespeople, and perceived risk of buying online), and smart shopping perception as antecedents of webrooming intention. Moreover, this study examines the moderating role of product category in predicting webrooming intention. A questionnaire-based survey was conducted. A total of 280 useable responses was collected and data was analyzed using partial least square structural equation modeling. The findings revealed significant direct and/or indirect effects (through smart shopping perception) of consumer traits and channel-related factors on webrooming intention. In addition, product category was found to moderate the relationship between price-comparison orientation, online search convenience, perceived risk, and webrooming intention. Theoretical and practical implications are discussed.     

Measuring ease of use of mobile applications in e-commerce retailing from the perspective of consumer online shopping behaviour patterns

Scientifically judging and comparing different mobile e-commerce retailing applications (apps) are essential to increase online shopping efficiency and enhance design for system improvement. In this research, the use of mobile apps in e-commerce retailing is viewed as an information operation process, and distance of information-state transition (DIT) theory is introduced to measure the “convenience” of mobile apps to obtain service information. Thus, a novel DIT-based evaluation method for the ease of use of mobile apps in e-commerce retailing from the perspective of consumer online shopping behaviour patterns is proposed. Three representative Chinese enterprises, namely, Tianmao Mall, Jingdong Mall and Suning Easy-to-buy, are chosen as study objects. Moreover, the corresponding ease-of-use indicators of three mobile apps under typical online shopping behaviour patterns are evaluated quantitatively. Results show that this research has important implications not only for online consumers but also for designers of online shopping systems.