Antecedents and Consequences of Consumers' Attitude toward Social Commerce Sites

Drawing upon technology acceptance model (TAM), this study investigates the antecedents and consequences of consumers' attitude toward social commerce sites. In addition to the antecedents of perceived usefulness and perceived ease of use from TAM, the study includes such factors as perceived trust, perceived shopping enjoyment, perceived shopping risk, and perceived social presence. The study results suggest that consumers' attitudes toward social commerce sites are significantly impacted by perceived usefulness, perceived ease of use, perceived shopping enjoyment, and perceived shopping risk. The study also finds that consumers' attitudes toward social commerce sites significantly influence the effects of e-word-of-mouth (eWOM) intention, intention to return, and e-purchase intention. This study provides an integrative approach to evaluating antecedents and consequences of consumers' attitude toward social commerce sites. Limitations and future research are discussed.     

Antecedents of consumer attitudes toward mobile marketing: A comparative study of youth markets in the United States and China

The purpose of this study is to examine factors influencing consumers' attitudes toward mobile marketing across two major markets—the United States and China. Drawing upon the technology acceptance model (TAM), the theory of reasoned action (TRA), and the perceived characteristics of innovations theory (PCI), we develop and test a conceptual model examining the joint influences of TAM constructs (perceived ease of use and perceived usefulness) and individual characteristics (personal attachment, innovativeness, risk avoidance, and privacy concern) and on consumer attitudes toward mobile marketing practices. Focusing on youth consumers, we empirically test the model using data collected in an established (United States) and an emerging market (China). Findings across these two markets reflect cross‐market similarities and differences related to consumers' attitudes toward mobile marketing. © 2012 Wiley Periodicals, Inc.     

An empirical analysis of factors predicting the behavioral intention to adopt Internet shopping technology among non-shoppers in a developing country context: Does gender matter?

Motivated by the lack of knowledge of what factors deterring Internet users from adopting the Internet shopping in developing cultures, this investigation is therefore intended to underline the possible factors responsible for their deterrence. To achieve this objective, a model was proposed by involving factors established in literature as key potential drivers for predicating individuals' behavioral intention to adopt new technologies. The proposed factors were drawn from popular IS/IT adoption theories, namely perceived ease-of-use, perceived usefulness, perceived compatibility, social influence, trust, perceived risk, privacy, security, Internet shopping anxiety, Internet self-efficacy and price. Gender moderating influence was investigated in the conceptualized relationships between proposed factors and behavioral intention.This study was implemented by collecting data through a self-administered questionnaire from a broad diversity of Jordanian Internet users. Analyzing the data which consists of 261 valid datasets was accomplished by using WarpPLS 4.0. The results provide significant statistical evidence in support of all the factors hypothesized to influence behavioral intention to adopt with the exception of three factors: perceived risk, privacy and security. Furthermore, the gender was found to moderate the relationships between five of the proposed factors (perceived ease-of-use, social influence, trust, perceived risk, privacy) and behavioral intention. This study has also revealed some differences between online shoppers (based on prior literature and results) and non-shoppers. Interestingly, the proposed model explains 58% of the total variance in intention to adopt Internet shopping. Findings and limitations are discussed, theoretical contributions and practical implications are outlined, and future research directions are suggested.     

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.     

Brand in the hand: A cross-market investigation of consumer acceptance of mobile marketing

Given the great potential of developing marketing campaigns delivered via mobile devices and the evolution of near-field communication technologies, this study examines factors influencing consumers’ acceptance of untethered, or mobile, marketing across three influential markets: the United States, China, and Europe. We examine the extent to which the usefulness of mobile information/programs and individual characteristics—namely innovativeness, personal attachment, and risk avoidance—jointly influence attitudes toward mobile marketing, and how the latter influences consumers’ mobile marketing activity across three large and influential markets. We found perceived usefulness, consumer innovativeness, and personal attachment to directly influence attitudes toward mobile marketing in all three markets. In China and Europe, risk avoidance also negatively influences attitudes toward mobile marketing. Marketers seeking to build and maintain customer relationships via mobile platforms should view these individual characteristics as levers brands can push to amplify consumers’ acceptance of mobile marketing.     

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.     

Sensory enabling technology acceptance model (SE‐TAM): A multiple‐group structural model comparison

Sensory enabling technology (SET) can deliver product information that is similar to the information obtained from direct product examination, thus reducing product risk. In addition, the interactivity and customer involvement created by sensory enabling technologies can enhance the entertainment value of the online shopping experience. The proposed model examined this dual role of sensory experience enablers in the online soft goods shopping process for three types of sensory enabling technologies that are widely applied in online retail sites. The results provided empirical support for perceived usefulness and perceived entertainment value as strong predictors of consumers' attitudes toward using all three of the sensory enabling technologies tested in this study. The impact of perceived ease of use differed by technology. Attitudes toward using sensory enabling technologies had a significant impact on the actual use of all three SETs; however, the impact of technology anxiety and innovativeness on the use of SET also appeared to differ by technology. Virtual try‐on played a strong hedonic role, increasing the entertainment value of the online shopping process, whereas 2D views (larger view and alternate views) showed a strong functional role. The 3D rotation view served both functional and hedonic roles. The results indicate that each sensory enabling technology makes a unique contribution to online shopping—either by reducing product risk perceptions or by increasing perceived entertainment value. © 2008 Wiley Periodicals, Inc.     

Assessing customers perception of online shopping risks: A structural equation modeling–based multigroup analysis

Increasing evidence shows the role of perceived risk in customers' attitude and intention to use online shopping services. However, the literature shows disagreement regarding the types of risks that influence purchase intention. Therefore, this study aims to empirically identify the most relevant sources of risks and uncertainties associated with online shopping services and to investigate the influence of sociodemographic characteristics (e.g., gender, age, and online shopping experience) on the levels of perceived risk using data collected through a survey questionnaire. A total of 558 participants were selected across three countries (Jordan, Saudi Arabia, and Kuwait). The responses were evaluated using structural equation modeling and multigroup analysis. The analysis showed that of the tested types of risks and uncertainty, only three had a significant influence on customers' purchase decisions: financial risk, information risk, and privacy risk. Regarding the moderating role of sociodemographic variables, the analysis showed that previous experience has a significant moderating effect. At the same time, gender and age were found not to affect the relationship between perceived risks and customers' purchase intention. These findings may help online stores understand customers’ concerns when considering online shopping. The limitations and theoretical and managerial implications of the present study 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.     

基于信任的移动社交电子商务购买意愿影响因素

近年来,越来越多的个体、商家加入移动社交网络平台开展电子商务活动,对网络零售产生了重要影响。但由于缺乏监管和行业规范的引导,消费者感知风险存在,影响消费者交易行为,且理论研究较少,也不能为此类电子商务模式的发展提供理论指导。信任是电子商务活动的基础,信任对消费者购买意愿产生直接影响,平台可用性、消费者内在特征和行为以及商家会直接或间接影响非移动社交电子商务模式消费者的购买意愿。而在移动社交电子商务中,由于其模式的独特性,以往影响消费者信任的因素已难以有效反映移动社交电子商务消费者的购买意愿。此外,商家通过社群与若干消费者建立不同程度的连接,需要研究连接中强弱关系对消费者购买意愿的影响程度。因此,基于移动社交电子商务的特点假设影响消费者信任和购买意愿的因素,即除系统质量、信息质量、产品质量、服务质量四个影响非移动社交电子商务消费者信任的因素外,还包括社群关系和网购认知这两个影响移动社交电子商务消费者信任的新因素,接下来假设上述因素对消费者感知信任和感知风险两个中介变量存在影响,并进一步影响消费者购买意愿,继而再通过构建结构方程模型进行实证分析。实证结果显示,系统质量、信息质量、产品质量、服务质量均不同程度正向影响消费者感知信任,负向影响感知风险,而社群强弱关系对购买意愿的影响与弱关系理论结论相反,网购认知对增强消费者感知信任作用明显,消除消费者感知风险是增强消费者信任的重要途径。     

Enjoyment and social influence: predicting mobile payment adoption

Models of technology adoption, notably the Technology Acceptance Model and the Unified Theories of Acceptance and Use of Technology, provide good theoretical foundations for understanding mobile payment adoption. This study extends these frameworks by incorporating perceived enjoyment, social influence, knowledge and perceived risk. Replications of established theories are tested in a new context of young people's adoption of mobile payment. Subsequent hypotheses test an extended theoretical framework using an online survey (N?=?316). The extended model improves previous models by explaining 62% of variation in intention to use. Against expectations, perceived ease of use had no significant effect on perceived usefulness and intention to use. The study contributes to advancing understanding of perceived enjoyment which had no direct effect on adoption intention but a significant effect on perceived ease of use and usefulness. Social influence reduces perceived risk, and further contribution is made by noting that perceived enjoyment lowers perceived risk.     

网上购物意图影响因素实证研究

理解消费者网上购物行为是发展网上购物的前提。本文在对前人研究成果进行回顾和总结的基础上,扩展了相关理论,提出了网上购物意图影响因素理论模型。运用自中国网上消费者的调研数据,使用结构方程模型验证了感知使用方便、感知效用、信任和感知风险等前因变量都显著地影响网上购物态度,购买态度决定购买意图,感知风险的中介效应获得数据支持,并证实了网上消费者的双重使用和购买特征,初步厘清了变量之间复杂的因果关系。     

Exploring factors influencing US millennial consumers’ use of tap-and-go payment technology

ABSTRACT

Although mobile payment (MP) represents a possibility for traditional brick-and-mortar US retailers to enhance the quality of customer service, mobile payment adoption in the US has lagged, with research regarding this phenomenon in the US seemingly in its embryonic stage. The current study contributes to the literature on mobile payment adoption in the US by investigating the factors on US millennial consumers’ use of mobile payment technology, operationalized in the study as tap-and-go payment systems. The study mirrors a study of the acceptance of mobile shopping technology among German consumers, with some extension. The study incorporated mobile payment risk perception, system trust, and socio-cultural influence into an extended technology acceptance model (TAM) to explore this issue. Results from a survey conducted among 357 US Millennials indicate that perceived ease of use of MP (PEOUMP); perceived usefulness (PUMP); and risk perception all influence attitude toward mobile payment (AttMP). System trust, socio-cultural influence, and AttMP all influence MP use intention. The paper discussed the limitations of the study and future research directions.     

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.     

Augmented reality in smart retailing: A (n) (A) Symmetric Approach to continuous intention to use retail brands’ mobile AR apps

Smart retailing has recently emerged as a new form of retail brand management enabled by novel technologies such as mobile augmented reality applications, to create better experience and value for customers. Augmented reality has also received significant attention as a growing field in marketing theory and practice. However, there is a limited understanding on how and why customer interactions with an augmented reality app can result in positive customer benefit perception, engagement and behavioural consequences. This study examines the chain of effects from AR attributes on the building blocks of continuous intention to use a shopping AR app and to pay a price premium, by incorporating the roles of a customer's benefits perception, psychological inspiration and engagement via a(n) (A)Symmetric Approach. The results support all direct hypothesised relationships among the variables, except the relationship between interactivity and utilitarian benefits, which was found to be insignificant. The study further demonstrates the moderating role of AR customisation in the proposed model, and reveals that the impact of utilitarian and hedonic benefits on shopping AR application engagement is non-linear. Non-linearity also transpires in the impact of psychological inspiration on willingness to pay price premium. Interestingly, the findings indicate that augmented reality customisation to some extent enhances the relationships in the hypothesised model.     

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.     

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.     

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.     

Price image and the sugrophobia effect on luxury retail purchase intention

Consumer shopping behavior in luxury retail stores continues to be a subject of interest among marketing researchers. Such a phenomenon has led us to explore how price image and sugrophobia, a psychological feeling of being taken advantage of, would influence consumers' future behavioural intention in the context of luxury retail store. Informed by a survey of 400 consumers, this study adopts the Stimulus-Organism-Response (S–O-R) model to examine how price image triggers consumer perceptions (i.e., perceived value, trust and attitude) and results in behavioral intention. Sugrophobia is included in the S–O-R model to assess its moderating effect. Data analysis using SEM-PLS demonstrates that a retailer's price image has a positive effect on consumers' perceived value, trust, attitude, and future behavioral intention. Sugrophobia, in turn, is found to weaken the relationship between price image and consumer perceptions. The study thus highlights the relevance of sugrophobia among risk-averse consumers and the necessity to manage sugrophobic consumers effectively in the context of a luxury retail store. Implications of the study are discussed.     

Enhancing the role of flow experience in social media usage and its impact on shopping

Online retailers are eager to find the answers to the following questions: How relevant is SNS usage to consumer shopping decisions? Is the information shared on SNS likely to influence users’ shopping decisions? This study is designed to answer these questions via essential factors based on flow theory and TAM. The moderating effects of some social factors were also explored. The data was collected from U.S SNS users, and SEM was performed and a research model estimated. The findings reveal that flow experience of SNS usage for shopping, perceived ease of use of SNS, and perceived usefulness of information shared on SNS exert positive and significant effects on consumer intention to shop on SNS. Particularly, flow experience directly and positively determines shopping intention and shares positive and significant impacts with TAM. Furthermore, the perceived usefulness is highly important relative to the perceived ease of use. Social identity, group norm, and social influence also positively moderate the links between flow experience, TAM, and SNS usage intention for shopping. Very few theoretical studies have discussed SNS usage behavior for shopping based on flow theory or validated its relationship with TAM in the SNS shopping context. A validated model of consumers’ actual usage of SNS for shopping proves that experience drives the success of social commerce. The findings provide current information and important aspects to firms that operate SNS commerce, allowing them to adjust their marketing strategies to serve consumers better.