Determinants of consumers’ intentions to use smartphones apps for flight ticket bookings

This study examines customers’ adoption and acceptance of smartphone apps to book their flight tickets. By integrating customers’ innovativeness, involvement and perceived trust as additional variables, this study extends the Unified Theory of Acceptance and Use of Technology (UTAUT) and proposes a theoretical model that includes seven explanatory variables of the customers’ behavioural intentions: performance expectancy, effort expectancy, social influence, facilitating conditions, customers’ innovativeness, customers’ involvement and perceived trust. Data were collected from 369 customers who had booked their flight tickets via smartphone apps and was further analysed by employing partial least squares (PLS). Findings suggest that performance expectancy, facilitating conditions, customer innovativeness and perceived trust are positive and significant determinants of customers’ intentions to book their flight tickets on smartphone apps. Accordingly, several important implications for academics and industry decision makers are formulated.     

Examining the antecedents and consequences of perceived shopping value through smart retail technology

This study examines the antecedents and consequences of perceived shopping value through smart retail technology. Specifically, we propose that perceived complexity, perceived advantage, perceived novelty and perceived risk of using smart retail technologies determine consumers’ perceived shopping value, which, in turn, influences their store loyalty and intentions to adopt smart retail technology. Further, we propose that consumer innovativeness moderates these relationships. Survey responses from 338 actual shoppers with prior experience of smart retail technology were used to test the research model, while structural equation modelling was used to develop the proposed hypotheses. The present study offers a better understanding of consumer adoption of smart retail technology that may help managers to develop adoption strategies for successful implementation of smart retail technology in-store.     

Young consumers’ innovativeness in apparel choices: A model including consumer self‐confidence

In industries with network effects, consumer innovators help to trigger the critical mass needed for a product innovation to be successful. Thus, firms can benefit from actions that increase consumer innovativeness in their target markets. Consumer innovativeness has been associated with variables such as hedonic shopping motivation, impulsiveness and status seeking. There is limited work on the impact on consumer innovativeness of consumer characteristics that reflect consumers’ self‐confident ability to choose. This study proposes and tests a model for consumer innovativeness that incorporates variables from previous research and uncovers the importance of consumer self‐confidence. We collect survey data from 534 Chilean girls, ages 10–15. After building constructs with the help of exploratory factor analysis, we analyze the data with linear regression estimation (via OLS). Our results reveal that consumer self‐confidence is positively and significantly related to consumer innovativeness. Our findings also add evidence ‐from a younger age group‐ regarding the significance of status seeking, impulsiveness and hedonic shopping motivation on consumer innovativeness. Results suggest that companies could leverage consumer innovativeness by taking actions to increase consumers’ self‐confidence. Innovative apparel choices in young consumers could possibly also be strengthened by communicating status achievement and by enhancing shopping enjoyment.     

Social media adoption behaviour: Consumer innovativeness and participation intention

With the emergence of social media, the trends of selfies have become common across various social networking platforms as a distinctive way of self-presentation. It has aroused the interest of various scholars to comprehend the consumer adoption behaviour for social media. Thus, built on the innovation diffusion theory (IDT) and theory of planned behaviour (TPB) perspective, this paper developed a model to empirically test whether and how critical factors of consumer selfie-posting behavioural intention on social media affect behavioural intention and word-of-mouth to consequently enhancing their adoption behaviour towards social media to post selfies. The data were gathered from 353 young consumers who post their selfies clicked via smartphone on their social media accounts. The results revealed that consumer innovativeness and participation intention directly and indirectly affect consumer adoption behaviour for social media to post their selfies. Additionally, the study identified that among all critical factors, participation intention and perceived behaviour control have strongest influence on behavioural intention to post selfies followed by consumer innovativeness, attitude towards selfie-posting and subjective norms. The study contributes to the extension of TPB by adding participation intention and positive WOM, adoption of social media. This research validated the significant roles of consumer innovativeness, participation intention, positive WOM and intention to post selfies in predicting the adoption behaviour. Practitioners and marketers of social media sites can improve the usability and effectiveness of positive WOM and intention to post selfies to attract more young consumers.     

Modeling Consumers’ Adoption Intentions of Remote Mobile Payments in the United Kingdom: Extending UTAUT with Innovativeness,Risk, and Trust

Mobile payments (MPs) are predicted to be one of the future's most successful mobile services but have achieved limited acceptance in developed countries to date. PCs are still the preferred technology for online shopping in the United Kingdom but the continued growth of mobile commerce (MC) is highly correlated with the success of remote MPs (RMPs). Currently MP research has largely ignored the variations between different MP solutions, and existing MP adoption studies have predominantly utilized Davis’ (1989) Technology Acceptance Model, which has been criticized for having a deterministic approach without much consideration for users’ individual characteristics. Therefore, this study applied the Unified Theory of Acceptance and Use of Technology (UTAUT), extended with more consumer‐related constructs, to explore the factors affecting nonusers’ intentions to adopt RMP in the United Kingdom. Quantitative data were collected (n = 268) and structural equation modeling was undertaken. The findings revealed that performance expectancy, social influence, innovativeness, and perceived risk significantly influenced nonusers’ intentions to adopt RMP, whereas effort expectancy did not. Inclusion of MP knowledge as a moderating variable revealed that there was a significant difference in the effect of trust on behavioral intention for those who knew about MP than for those who did not. These findings have important theoretical and practical implications, particularly for the development and marketing of RMP, which will support the long‐term success of MC.     

Consumer technology traits in determining mobile shopping adoption: An application of the extended theory of planned behavior

An extended Theory of Planned Behavior (TPB) model was examined within the context of mobile shopping with moderating effects of three consumer technology traits (i.e., technology self-efficacy, technology innovativeness, and level of experience of use). Among the beliefs of the extended TPB, perceived enjoyment was the strongest determinant creating a favorable attitude toward mobile shopping adoption. The results supported that consumers differ in levels of technology traits in mobile shopping adoption behavior. Implications are provided to assist in predicting potential mobile consumer adoption behavior and in designing favorable mobile shopping environments that can be compatible with the consumer characteristics.     

A model of sustainable household technology acceptance

There is an expanding range of technologies used in a residential setting to enable sustainable living, including ‘smart’ technology that uses learning and connectivity to modify household behaviours. Understanding what drives the adoption of sustainable household technology will allow product developers, marketers and policy makers to use technology to reduce the environmental impact of homes. Based on the United Theory of Acceptance and Use of Technology, a model that explains predictors of intention to adopt sustainable household technology was developed and tested via an online survey of 592 US consumers. The results from structural equation modelling demonstrate that product attributes of sustainable household technology including performance, compatibleness and hedonic expectancy as well as consumer characteristics, in specific, sustainable innovativeness significantly predicts adoption intent. Conversely, the model testing shows that effort expectancy as well as social pressure and environmentalism are not significant predictors of adoption intention Theoretical and practical implications are discussed.     

Strategic recommendations for new product adoption in the Chinese market

ABSTRACT

This study extended current understandings of the relationships among domain specific innovativeness (DSI), the desire for unique consumer products (DUCPs), perceived new product characteristics (PNPCs), and Chinese consumers’ new product adoption behavior. It also investigated the indirect effect of vicarious learning behavior on Chinese consumers’ acceptance of new products. Data was collected in Shanghai, China. The results demonstrated that DSI and PNPCs were the primary drivers of new product adoption. The study also showed that PNPCs played a mediating role in the relationship between vicarious learning and the adoption of new products by Chinese consumers. The results confirmed the predictive power of DSI and how PNPCs affect Chinese innovative buying behavior. The results also suggest that PNPCs facilitate Chinese consumers’ new product learning behavior.     

消费者创新性的结构测量及对创新性行为的影响

现有文献比较全面地揭示了消费者创新性与新产品创新性行为之间的多重关系,并探讨了这些关系产生的条件和机制。但绝大多数的理论和经验研究都将消费者创新性视为一个单维构念来进行操作性界定和测量,很少有研究去探索其内在结构并在此基础上检验每个维度与新产品创新性行为之间的关系。文章旨在探讨消费者创新性的结构维度并在此基础上观察不同类型的消费者创新性对创新性行为的影响。结论表明,消费者创新性是一个包括感知创新性和认知创新性的双维构念;作为整体的消费者创新性与新产品采用行为并没有显著的相关性,只有认知创新性才与新产品的采用行为正向相关,而感知创新性只与新产品的创新性信息搜寻正向相关。上述结论为消费者创新性提供了一个新的认识,也为今后学者从该角度来研究有关消费者创新性的其他问题提供了变量测量的工具,而且还为新产品的营销实践提供了新的管理启示。     

Consumer Innovativeness and Loyalty to Non-GMO Foods: The Role of Cognitive and Affective Beliefs

Public concern over genetically modified (GMO) foods has led marketers to promote non-GMO branded foods to consumers. However, factors affecting consumers’ loyalty to non-GMO branded foods are still largely unknown. Building on the product diffusion model, the present research predicts and finds that consumer innovativeness has a positive effect on consumer loyalty to non-GMO foods. In addition, the present research draws from previous research on attitude formation and tests whether cognitive and/or affective beliefs may mediate the relationship between consumer innovativeness and loyalty to non-GMO foods. The results of a parallel multiple mediation model suggest that cognitive, but not affective, beliefs fully mediate the effect of consumer innovativeness on loyalty to non-GMO foods. These results have direct implications for marketers of non-GMO foods and, in general, increase our understanding of the process by which consumer innovativeness may affect consumer loyalty.     

Understanding factors affecting consumer intention to shop in a virtual world

The objectives of this study were to understand that factors affecting consumer intention to shop in a virtual world and to analyze the relationships among these factors. Particularly, this study explored consumer innovativeness (consumer novelty seeking, consumer independent judgment making) as an external variable that influences consumer intention indirectly through its effects on consumer experiences with the virtual world application (ease of use, control, concentration, enjoyment). The findings indicated that consumers’ perceived enjoyment and control positively influenced their shopping intentions. While consumer novelty seeking had no significant effect on shopping intention consumer independent judgment making significantly affected consumers’ intention to shop in a virtual world indirectly through its positive effects on perceived control, enjoyment, and ease of use.     

Consumer Adoption of Mobile Internet Services: An Exploratory Study

This study provides a framework that captures the antecedents of mobile internet adoption and the willingness to pay for such service. The theory of reasoned action and components of a theory of innovation adoption were integrated into a research model of consumer adoption of the mobile internet. The hypothesized model included service quality perceptions (fixed internet and mobile technology service), beliefs about mobile internet, and individual difference variables to explain intention to adopt mobile internet. An online questionnaire was used to gather data. The results showed that beliefs and quality perceptions play a significant role in influencing intentions to adopt mobile internet. In particular, beliefs about mobile internet are positively related to the adoption; quality perceptions of fixed internet are found significant to negatively influence adoption intentions, but positively relate to willingness to pay for using mobile internet. Mobile service usage, and peer influence are found non-significant to influence adoption intentions. Fixed internet usage was found negatively affect adoption intentions. Computer skills, knowledge of mobile internet and career mobility are all found positively related to the adoption. In addition, innovation driven consumers are more likely to adopt mobile internet, and intention to adopt plays an important role in shaping actual mobile internet use. Implications of results and directions for future research are examined.     

Acceptance of New Food Products: Reference Prices and Psychological Moderators of Heterogeneous Price Effects

This paper emphasizes a consumer-centered perspective to understand new food product success. It pursues two central objectives by showing that consumers are more likely to interpret new product prices as offering gains or losses depending on their individual purchase histories, and consumer psychographics are demonstrated to affect new product adoption directly, and/or moderate effects of prices and promotions as well as quality signalling product attributes. Several hypotheses are generated based on explanations of underlying psychological mechanisms. For data analysis a cross-classified random effects model is applied to household panel data on yoghurt and sausages that includes four crossed random factors. The findings confirm that inclusion of consumer-specific price information is beneficial for understanding new food products’ adoption behavior. Monetary losses as well as gains negatively affect adoption. Purchase habits also hinder adoption while consumer innovativeness is an important driver. Price consciousness and purchase habits moderate price and promotion effects. While price consciousness reinforces negative effects of prices and positive effects of promotions, habits hinder positive effects of promotions. This implies that introductory promotions are an inappropriate strategy for attracting habitual consumers, and managers should identify appropriate target groups in order to improve the efficiency of introductory promotions.     

Understanding the intention to use mobile shopping applications and its influence on price sensitivity

This study employs an extended technology acceptance model (TAM) and the theory of diffusion of innovations (DOI) to understand the intention to use mobile commerce applications for shopping purposes. The variables—perceived enjoyment, perceived risk and personal innovativeness—were added to the original model. The price sensitivity criterion was predicted using the variables—perceived risk, personal innovativeness, satisfaction and the intention to use. An online questionnaire was circulated nationwide through email to verified e-commerce users and a sample of 675 respondents was taken for analysis through structural equation modeling approach. Gender, experience and frequency of using mobile shopping applications were used as moderators for all relationships. Findings of this study reveal that personal innovativeness and perceived risk play a major role in deciding the intention to use mobile shopping applications. Users who are highly innovative and with a higher intention to use mobile shopping applications are less sensitive to price. Various managerial implications including applications to differential pricing, improving adoption pace and segmenting consumers to design marketing strategies are discussed.     

To Be or Not to Be in Thrall to the March of Smart Products

This article explores how perceived disempowerment impacts the intention to adopt smart autonomous products. Empirically, the paper builds on three studies to show this impact. Study 1 explores the relevance of the perceived disempowerment in respect of smart autonomous products. Study 2 manipulates autonomy of smart products and finds that perceived disempowerment mediates the link between smart products’ autonomy and adoption intention. Study 3 indicates that an intervention design―that is, a product design that allows consumers to intervene in the actions of an autonomous smart product―can reduce their perceived disempowerment in respect of autonomous smart products. Further, Study 3 reveals that personal innovativeness moderates the role that an intervention design plays in product adoption: an intervention design shows a positive effect on adoption intention for individuals with low personal innovativeness, but for those with high personal innovativeness no effect of an intervention design is present on adoption intention. The authors suggest that managers consider consumers’ perceived disempowerment when designing autonomous smart products, because (1) perceived disempowerment reduces adoption and (2) when targeted at consumers with low personal innovativeness, an intervention design reduces their perceived disempowerment.     

How mobile augmented reality applications affect continuous use and purchase intentions: A cognition-affect-conation perspective

Augmented reality (AR) is rapidly gaining attention in practice, and research as the adoption of smartphones and technological advancements persist. The focus of current literature on AR has been on its use for improving visual and display quality. However, limited guidance is offered on how consumers evaluate their experience and how that, in turn, influences their behaviors, especially in the smartphone context. This study seeks to extend this line of research by applying the cognition-affect-conation framework to examine how mobile augmented reality (MAR) experiences shape the consumer decision-making process. Data collected from 316 users in the United States were analyzed using partial least squares structural equation modeling (PLS-SEM). The results reveal that consumers’ cognitive evaluation of MAR applications stimulates their affective reactions, which eventually create conative behaviors. Thus, this study offers an integrated perspective for investigating continuous use and purchase intentions jointly in one research model. In addition, it examines how perceived value, a cognitive trait variable, influences consumer conative responses directly and indirectly through affective responses. The results confirm the relationships proposed in the cognition-affect-conation framework and empirically support the direct and indirect influence of perceived value on conative efforts in the MAR context. The findings contribute to AR theory building, application design, and marketing strategy development.     

The influence of green brand innovativeness and value perception on brand loyalty: the moderating role of green knowledge

Building on arguments relating to the differences between innovation and innovativeness and their influences on brand loyalty, this study investigates how green brand innovativeness and value perception influence green brand loyalty. In addition, the influences of a mediating variable green perceived value (GPV) and a moderating variable (consumer green knowledge) on the development process of green brand loyalty are examined. Data were collected using an online survey administered to a consumer panel in China, and structural equation modelling (SEM) was used to test the conceptual model with a sample of 826 Chinese respondents. The results demonstrate that green brand innovativeness was directly associated with brand loyalty and indirectly influenced brand loyalty via GPV. Moreover, green knowledge significantly moderated the relationship between green brand innovativeness and GPV. Therefore, to promote green brand loyalty, organizations must allocate resources into enhancing consumers’ perceptions of green brand innovativeness and green value, and improving their environmental knowledge.     

Accelerating Adoption of New Products of Thai Consumers: The Moderating Roles of Self-Brand Concept and Reference Group

The effect of consumer innovativeness on intention to purchase new products has been considerably investigated, but moderating effects to increase adoption rate of new products have thus far been overlooked. Drawing from the concept of consumer innovativeness, using survey research among Thai consumers, and analyzing data with hierarchical regression analysis, the author reveals that self-brand concept and reference groups can accelerate the adoption rate of new products. Successful firms can redefine marketing strategies to increase the adoption rate by developing new products and using brand strategy to fit with the individual or his/her group.     

Generalizations on consumer innovation adoption: A meta-analysis on drivers of intention and behavior

Previous research has shown that consumer intentions to adopt innovations are often poor predictors of adoption behavior. An important reason for this may be that the evaluative criteria consumers use in both stages of the adoption process weigh differently. Using construal level theory, we develop expectations on the influence of innovation characteristics across the intention and behavior stages of the adoption process. Using meta-analysis, we derive generalizations on drivers of intentions and actual innovation adoption behavior. The results show important differences across both stages. Consumers show higher levels of adoption intention for innovations that are more complex, better match their needs, and involve lower uncertainty. However, consumers are found to actually adopt innovations with less complexity and higher relative advantages. Adopter demographics are found to explain little variance in adoption intention and behavior, whereas adopter psychographics are found to be influential in both stages. These findings have implications for innovation adoption theory, for managers involved in new product and service marketing, and for future research on innovation adoption.     

Customer behavioural intentions towards mobile money services adoption in Ghana

This study examined the determinants of mobile money service usage intentions and assessed the effect of social influence (SI) on mobile money services adoption and behavioural intentions (BIs). The sample of the study comprised 300 mobile money service users in Ghana. Guided by the conceptual framework and two theories identified to have an effect on technology adoption and consumer behaviour, eight hypotheses were developed and tested using Structural Equation Modelling Techniques. It is discovered that perceived ease of use, perceived usefulness, perceived trust and perceived cost of use have a strong influence on mobile money service usage. The study found SI to have a significant effect on the adoption and BI. Providers ensure that their mobile application services are simple to operate, fulfil specific consumers’ needs, protect consumers’ accounts to ensure trust and are affordable, hence positively influencing consumers’ adoption of services.