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.     

Different determinants at different times: B2B adoption of a radical innovation

This research aims to empirically determine which factors best explain business to business adoption of a radical, high-tech innovation early in the diffusion process. Early lifecycle data collection provides insights about the differences in determinants of adoption at different times in the product diffusion process. The results indicate that differences do exist between the determinants of early adoption, intent to adopt later, and unawareness of the innovation. The influencers of earliest adopters appear to be innovation-focused: the perceived benefits of the innovation as well as the strength of the producer network positively relate to early adoption; early adopters also tend to perceive the technology in the innovation as less different than previous technology than do those who intend to adopt later. The influence of a champion within the adopting firm, the ability of the firm to sense and respond to new technology, and the depth of technology knowledge within the adopting firm are significant influencers across multiple stages of diffusion, showing that firm-internal traits are particularly important influencers of adoption. Laggard firms are missing the critical firm traits that lead to information gathering and understanding of innovations. In addition to contributing to adoption research theory and methodology, this research has implications for innovation-marketing and innovation-adopting firms.     

The Influence of Communication Source and Mode on Consumer Adoption of Technological Innovations

Communication is the critical process of diffusion of technological innovations, yet there is little research in the consumer behavior literature investigating how communication affects consumers’ decision to adopt technological innovations. This paper examines the effects of communication source and modality on consumers’ adoption of technological innovations using the 1999 University of Michigan's Survey of Consumers data. Specifically, a typology of communication sources and modality is presented, and the respective and interrelated influences of source and mode on consumers’ adoption of electronic banking are examined. The results demonstrate that communication factors can serve as significant predictors of consumer adoption of technological innovations and that consumer preferences for communication source and modality vary for different segments of adopters. In addition, we find information gaps between consumer segments high and low in socioeconomic status. Finally, implications for the diffusion of technological innovations and future research directions are discussed.     

The role of social influence on adoption of high tech innovations: The moderating effect of public/private consumption

As technological innovations have become an integral part of the world economy in recent decades, predicting acceptance of those products has become a major goal of many researchers in academia and industry. The main objective of this study is to examine the role of social influence and the moderating effect of a product's public/private status on consumers' intended adoption of high-tech innovations. The results indicate that both social influence and adoption attitude have positive effects on consumer intention to adopt an innovation. Specifically, the effect of social influence on adoption intention is fully mediated by consumer attitude. Further, the relationship between social influence and adoption intention is stronger when an innovation is publicly consumed rather than privately consumed. Implications and future research directions are discussed.     

Are households ready to engage with smart home technology?

ABSTRACT

This paper contributes new knowledge regarding consumers’ preparedness for smart home technology adoption. This research bridges together three important frameworks – the technology readiness index (TRI) 2.0, consumer engagement, and perceived risk and trust – to understand consumers’ intentions to adopt smart home technology. We examine both direct and indirect effects, with results demonstrating the model explains 77% variance of consumers’ imagined engagement with smart home technology and 74% variance of intentions to adopt; hence, our model has greater predictive power than others proposed in the literature. Theoretically and managerially, we demonstrate a new pathway to consumers’ adoption of smart home technology in two ways. First, we depict the impact of consumers’ general perceptions of technology (TRI) on opinions and imagined engagement experiences with smart home technology. Second, we show how opinions and imagined experiences with smart home technology impact their intentions to adopt.     

Examining the context-specific reasons and adoption of artificial intelligence-based voice assistants: A behavioural reasoning theory approach

AI-based voice assistants are some of the most popular consumer products of artificial intelligence technology. This study investigates the influence of the reasoning process on overall consumer attitudes and adoption intentions towards AI-based voice assistants. Behavioural reasoning theory was applied to hypothesize relationships between values, context-specific reasons, attitudes, and adoption intention. Partial least squares structural equation modelling was used to test the research model and hypotheses using data from 550 potential consumers in India. This research suggests a positive influence of consumers' ‘reasons for’ on their attitude and adoption intentions towards AI-based voice assistants, as well as a favourable impact of consumers' values on ‘reasons for’. This study discovered that ‘reasons for’ and ‘reasons against’ are not only opposites but are entirely autonomous and have an independent impact on consumers' attitudes towards AI-based voice assistants. This research improved our understanding of AI-based product adoption by identifying the paramount role of consumers' values and the ‘reasons for’ and ‘reasons against’ in shaping their attitudes and adoption intentions towards AI-based voice assistants.     

An innovation resistance theory perspective on purchase of eco-friendly cosmetics

This study investigates the reasons for consumer resistance towards purchase of eco-friendly cosmetic products using the innovation resistance theory. Thus we extend the theory by exploring the moderating roles of environmental concern and health concern. An online survey method was used to collect the data from 350 consumers through Amazon Mechanical Turk. The findings reveal that all the barriers are significant inhibitors towards adoption of eco-friendly cosmetic products. Among these barriers, tradition and image barriers have the strongest inhibitory force on consumers' purchase intentions. However, environmental concern among consumers indicates that the negative influence of value and image barriers reduce consumers’ intention to purchase eco-friendly items, while health concern reduces the influence of tradition and risk barriers. The study findings have far reaching implications for scholars, cosmetic manufacturers, and retailers.     

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.     

The role of emotions in shaping purchase intentions for innovations using emerging technologies: A scenario‐based investigation in the context of nanotechnology

Although emotions may not play a major role as antecedents of consumers′ innovation acceptance, this study proposes that attitude formation works differently in the context of emerging technologies because of their high levels of uncertainty. To investigate the role of emotions in shaping intentions to adopt innovations using emerging technologies, the conceptual model developed in this study integrates cognitive (risks and benefits) and emotional (optimism and worry) elements. A scenario‐based study employing 731 participants tests the model across three nanotechnology‐based product innovations that differ in terms of product category risk. The results of a mediated moderation model show that emotions do play a key mediating role in explaining purchase intentions. Although the study supports the conceptual model regardless of the level of product‐related risk, it finds risk‐related differences in the strength and level of the mediational links. By unveiling the role of emotions in emerging technology contexts, this study has important implications not only for innovation management but also for regulating institutions and public policymakers.     

An innovation resistance theory perspective on mobile payment solutions

Mobile payment solutions (MPSs) are experiencing growth and popularity across the globe because of their convenience and other benefits in performing transactions. However, despite these circumstances and the benefits offered, MPSs are still suffering from challenging situations related to their adoption and usage. The main challenge MPSs have faced in retail is because of the presence of consumer resistance toward their use. The present study investigates the different consumer barriers toward the intentions to use and recommend MPSs. The current study examines the adoption and usage of MPSs through the lens of innovation resistance. We developed the research model based on the innovation resistance theory (IRT) and tested it using a large cross-sectional study with 1256 MPS users. The study findings suggest that usage, risk, and value barriers are negatively associated with intentions to use MPSs. On the other hand, only usage and value barriers have a negative association with users’ intention to recommend MPSs. In comparison, the tradition and image barriers did not share any association with the user intentions. The study offers different implications for practitioners and researchers.     

Web Technology Adoption and Knowledge Barriers

Much of the technology diffusion research has focused on the "intention to adopt" of an adopting unit to explain its adoption behavior; the opportunity for adoption and the underlying adoption propensity are often not differentiated. However, the opportunity to adopt need not be uniform among adopting units. From the perspective of organizational learning, we argue that the differential opportunity to adopt originates from knowledge barriers (KB) and varied degrees of involvement of supply-side institutions (SSI) that can lower these barriers. In this article, we investigate the effect of such KBs and SSIs on the timing of adoption of the World Wide Web technology. The results confirm the major hypothesis of this study: that KBs delay adoption time and indicate the significant explanatory power that the learning perspective can add to the traditional adoption model. The findings of this study (a) explain why certain firms delay their adoption of potentially profitable innovations, (b) imply suitable diffusion strategies for firms promoting innovations, and (c) provide information on the adoption of World Wide Web technology.     

What drives consumers to shop on mobile devices? Insights from a Meta-Analysis

The penetration of mobile devices has reshaped consumers’ shopping journeys, drawing the attention of both scholars and practitioners. Over the last two decades, a rich strand of empirical studies across disciplines has been conducted on the factors underlying mobile shopping behavior. We provide and test a comprehensive framework for both the key drivers of consumers’ initial adoption and the continuance intention to use mobile devices for purchasing. To achieve this goal, we conduct a meta-analysis, in which we integrate the findings from the literature and apply a structural equation modeling approach. Our work builds on the existing theories (Technology Acceptance Model, Theory of Planned Behavior, and Unified Theory of Acceptance and Use of Technology) and offers an extensive understanding of the variables that shape mobile shopping behavior. Based on 207 articles, with 228 studies, 4,354 effect sizes, a total sample size of 68,944 shoppers, our findings show that mobile shopping is influenced by variables that reflect the evolution of technological innovations and the consequent improvement of the functionality and convenience of mobile devices (previous digital experience and ubiquity). Managerially, based on these findings, we provide a future research agenda and the key implications for firms to develop for a successful marketing strategy throughout the mobile customer journey. Companies should focus on both utilitarian and hedonic variables to stimulate the intention to use the mobile for the first time. In addition, to increase continuance intention to use mobile for shopping, they improve customer satisfaction, through enjoyment and the three dimensions of quality of the mobile channel.     

Positive and Negative Antecedents of Purchasing Eco-friendly Products: A Comparison Between Green and Non-green Consumers

This study aims to analyze what drives and prevents the purchasing of eco-friendly products across different consumer groups and develops a conceptual model embracing the positive altruistic (care for the environmental consequences of purchasing), positive ego-centric (green self-identity and moral obligation), and negative ego-centric (perceived personal inconvenience of purchasing eco-friendly products) antecedents of eco-friendly product purchase intention and behavior. We empirically validate the conceptual model for green (n = 453) and non-green (n = 473) consumers (i.e., consumers who engage in a set of pro-environmental behaviors for environmental reasons versus consumers who do not engage in these behaviors). Data are analyzed using structural equation modeling and multi-group analysis of the two groups. The results confirm the relevance of the determining factors in the model and show significant differences in eco-friendly product purchasing patterns between green and non-green consumers. Altruistic motives are more important for green than for non-green consumers. Negative ego-centric motives affect the purchase intentions of non-green consumers more than the intentions of green consumers, whereas the impact of negative motives on behavior is stronger for green than for non-green consumers. The first contribution of this paper is the development and testing of a parsimonious model of eco-friendly products purchasing that embraces both positive (altruistic and ego-centric) and negative (ego-centric) antecedents, which have been theoretically suggested in the past but have rarely been empirically tested together. The second contribution of this study is that it develops insight into the specific antecedents of eco-friendly products purchasing for green and non-green consumers to assess potential similarities and differences in eco-friendly products purchasing process, the hypothesized antecedents, their impact on eco-friendly products purchase intention and behavior, and the intention–behavior relation.     

The Impact of Social Influence on Individuals' Adoption of Innovation

This article empirically examines the impact of social factors (peer and social network) on attitudes toward innovation and the impact of that attitude on individual employees adopting innovation in their workplaces in Australia. This research uses quantitative research methodology and specifically multivariate statistical analysis. The research framework is based on the theory of reasoned action, the technology acceptance model, Frambach and Schillewaert's conceptual framework, and the unified theory of acceptance and use of technology. Data were collected from employees of a tertiary institution in Australia using a structured questionnaire. The results of multiple regression analysis show that social network impacts significantly on attitudes toward an innovation which, in turn, affects the innovation adoption behavior of employees. Furthermore, social network has been found to directly influence the innovation adoption process. This outcome has strategic implications for organizations in the effective management of innovation involving employees. These implications are highlighted in the article. This research has focused on only one organization in a particular region in Australia. Future research can explore the relationship between variables by including a number of organizations across Australia and beyond to provide a deeper insight into the issues explored in this article.     

Augmented reality shopping application usage: The influence of attitude,value, and characteristics of innovation

Consumers' intentions are crucial to the wide usage of augmented reality shopping applications (ARSAs). Combining innovation diffusion, perceived value, and attitude theories, this study proposes a theoretical model that identifies the antecedents of consumers' innovation to use ARSAs and specifies their interrelationships. A total of 379 consumers were surveyed using questionnaires, and the data were analyzed through confirmatory factor analysis and structural equation modeling. Results show that the effects of the perceived relative advantage, perceived compatibility, and perceived observability on consumers' intentions to use ARSAs are mediated by consumers' attitudes toward ARSAs. In addition, attitudes have an indirect impact on consumers' intentions to use ARSAs through perceived value. Theoretically, this study synthesizes behavioral theories anchored on innovation and marketing to explain consumer's use intention. Managerially, this study provides strategic recommendations for technology companies developing ARSAs and retailers wishing to adopt ARSAs.     

Consumer acceptance of a revolutionary technology-driven product: The role of adoption in the industrial design development

Understanding how consumers adopt a state of the art product is important for the development and marketing of innovative products. The purpose of this study is to examine factors that affect consumer intentions to use a revolutionary technology-driven product (RTP). The research integrates two innovation adoption models, the Unified Technology Acceptance and Utilization Theory (UTAUT) and the Task-Technology Fit (TTF) model with two antecedents of consumer characteristics: consumer innovativeness and perceived value of a new product. The study examines consumer responses to an unfamiliar product, the TEASER which is a conceptual digital cookbook that offers taste sampling, thereby providing an online food-tasting experience. Consumers who are prone to innovativeness and who perceive value in a RTP’s aesthetics are able to discern the conditions that support their intent to use such a product. The resulting model expands the UTAUT and TTF theories by showing that UTAUT variables mediate between the variables of TTF and adoption intentions. These results support the need for nonlinear industrial development processes involving consumers.     

An exploratory investigation of factors affecting and best predicting the renewed adoption of mobile wallets

Foreign nationals often have no other choice than to adapt themselves to technological innovations of their host countries. This is particularly the case of individuals who are exposed temporarily to the world’s cashless societies where mobile wallets are the dominated payment method. Yet, little is known regarding continuous usage intentions among these individuals who have accumulated experience interacting with mobile wallets.This study explores how relative convenience, relative advantage, perceived privacy, and perceived security influence 'renewed adoption' of mobile wallets among experienced users of the leading Chinese mobile wallets. It also explores the best predictors of the renewed adoption intention of mobile wallet technology among these users. The results of this study show that each of the independent variables positively influences renewed adoption intentions. The results also show that relative advantage and perceived security as the best predictors of renewed adoption intention of mobile wallets. Based on the results of this study, practical and theoretical implications are provided.     

Getting in touch with your thinking style: How touchscreens influence purchase

Touchscreen technology has rapidly penetrated the consumer market and embedded itself into our daily lives. Given the pervasiveness of this new phenomenon, we know surprisingly little about its effect on consumers. This research updates academic theory by investigating how newly evolved touchscreen technology affects consumer behavior. Across three lab experiments with university students, we found purchase intentions differ across device and product nature. In particular, this research demonstrates that purchase intention differs between touchscreens and desktop computers. Further, situation-specific thinking style is revealed as an underlying mechanism that contributes to such differences, such that touchscreens evoke a stronger experiential thinking style, while desktops evoke a stronger rational thinking style. Moreover, the findings suggest that greater experiential thinking enhances a consumer’s preference towards hedonic products, while greater rational thinking endorses utilitarian products. Together, this pattern leads touchscreen users to prefer hedonic products over utilitarian products. Given the growing usage of touchscreen devices, this research has important implications for consumers, marketers, and policy makers.     

Assessing customer passion,commitment, and word-of-mouth intentions in digital assistant usage: The moderating role of technology anxiety

Consumers develop a passion for the use of innovations, which is a critical determinant of their success. Research has largely examined drivers of initial acceptance of digital assistants (DAs) and has yet to fully understand the factors driving or deterring consumers’ passion towards DAs and the behavioural outcomes. Drawing on the stimulus-organism-response framework, this study examines a unique set of factors (usefulness, ease of use, privacy concern, and localisation) that act as stimuli to drive an organismic state of passion for DAs, and how this produces behavioural responses of word-of-mouth (WOM) intention and commitment to DA use. The study also examines how technology anxiety moderates passion’s impact on WOM intentions and commitment. The findings show that usefulness, ease of use, privacy concern, and localisation are significant explanatory variables of consumers’ passion towards DAs. Furthermore, passion towards DAs results in WOM intentions and commitment to its use. The findings further show that passion’s effect on DAs in explaining WOM intentions and commitment is weakened by technology anxiety. Lastly, passion is the mediating mechanism through which usefulness, ease of use, privacy concern, and localisation impact WOM intentions and commitment. The implications of these findings for theory and practice are highlighted.     

Why Nonprofits Are Easier to Endorse on Social Media: The Roles of Warmth and Brand Symbolism

Brands often seek endorsements by consumers on social media (e.g., likes on Facebook). But is this marketing strategy feasible for all brands? To answer this question, this research investigates in seven studies the processes that underlie consumers' intention to endorse brands on social media. We suggest that consumers aim to signal their identity by endorsing brands online. Based on the Brands as Intentional Agents Framework and related research in (social) cognition and consumer behavior, we argue that consumers on social media primarily want to emphasize their warmth rather than their competence. Experimental studies 1, 2, and 3 distinguish between nonprofit and for-profit brands and show that brand warmth (and not competence) mediates the effect of brand type (nonprofit vs. for-profit) on consumers' intentions to endorse brands and branded content on social media. Experiment 4 demonstrates that this process is moderated by brand symbolism (moderated mediation). A high level of brand symbolism increases the positive effect of warmth on consumers' intention to endorse brands online, but only for for-profit brands. The fifth experiment shows that these effects are conditional upon the public vs. private distinction in consumer behavior: consumers prefer to publicly affiliate with nonprofit (vs. for-profit) brands but with regard to private affiliations, there is no difference between both types of brands. In experiment 6, the causal role of warmth (vs. competence) is further examined. Finally, we demonstrate that perceptions of brands' warmth and not competence reduce the efforts that brands need to make to achieve consumers' endorsements on their real brand pages on Facebook.