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.     

Why Do Consumers Go Internet Shopping Again? Understanding the Antecedents of Repurchase Intention

Consumer intention of reusing online websites for shopping is a major consequence for an electronic commerce company's profitability. Therefore, understanding the factors that influence online customers' repurchase intentions is of great importance to the EC companies. Drawing on specific dimensions of Social Cognitive Theory (SCT), Information Systems continuance model, Technology Acceptance Model (TAM), and empirical findings from prior studies as antecedents, the related factors were adapted and integrated within the context of Internet shopping repurchase intentions and were tested in a field study. Empirical data for hypotheses testing were collected from the online virtual store of 7-ELEVEN in Taiwan, yielding 444 valid samples. The results show that online consumer repurchase intention is determined by satisfaction, perceived usefulness, perceived ease of use, and Internet shopping self-efficacy. Satisfaction is influenced by perceived usefulness, perceived ease of use, confirmation, and positive Internet shopping experience. Perceived usefulness, in turn, is influenced by behavior modeling, positive Internet shopping experience, Internet shopping self-efficacy, and confirmation. Confirmation is affected by positive Internet shopping experience and behavior modeling. In addition, confirmation has significant effects on perceived ease of use. Finally, positive Internet shopping experience appeared to have a significant impact on Internet shopping self-efficacy. From the empirical data, meaningful findings and conclusions are derived, and suggestions for future research are also discussed.     

Consumer Perceptions of Privacy and Security Risks for Online Shopping

Government and industry organizations have declared information privacy and security to be major obstacles in the development of consumer‐related e‐commerce. Risk perceptions regarding Internet privacy and security have been identified as issues for both new and experienced users of Internet technology. This paper explores risk perceptions among consumers of varying levels of Internet experience and how these perceptions relate to online shopping activity. Findings provide evidence of hypothesized relationships among consumers’ levels of Internet experience, the use of alternate remote purchasing methods (such as telephone and mail‐order shopping), the perceived risks of online shopping, and online purchasing activity. Implications for online commerce and consumer welfare are discussed.     

The influence of social capital through social media: a study of the creation of value in shopping behaviour

When consumers access information from groups through social network sites (SNSs), they develop social capital in the form of bonding and bridging ties with these groups. The purpose of this study is to investigate the influence of these bonding and bridging behaviours on consumers’ use of the social network information (SNI) gained from SNSs in their purchasing decisions. The study integrates constructs from the Technology Acceptance Model and the concept of flow to examine how these behaviours influence consumers’ perceptions of how useful the SNI is, of how easy the SNI is to use, and how they engage with SNI. The study utilizes structural equation modelling to examine questionnaire data from a random sample of social network users. The findings demonstrate that bonding and bridging ties influence consumers’ perceptions of the usefulness and ease of use of the information provided by SNSs, and therefore influence their use of the information when making shopping decisions. In addition, consumers who access SNI through bonding ties are likely to have flow experiences which further contribute to their use of the information. This study makes a theoretical contribution by expanding knowledge of the social capital influences on consumers’ perceptions of the value of the social media shopping experience.     

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.     

Determinants of App Stores Continuance Behavior: A PLS Path Modelling Approach

Prior research has mostly examined the satisfaction, intention, and behavior of users toward technology and systems in general, and little research has been dedicated to understanding apps commerce and app stores. Drawing upon the extended model of IT continuance and theory of information overload as a theoretical foundation, the aim of this study is to examine consumer satisfaction, continuous intention, and behavior toward apps shopping. A total of 347 valid questionnaires were collected from experienced consumers with app stores to statistically test the theoretical model using the partial least squares path modelling approach, a structural equation modelling technique. The results show that apps self-efficacy, post-usage usefulness, disconfirmation, facilitating conditions, perceived information overload, apps satisfaction, and apps continuance intention can be used to predict and explain 75.7% of variance in consumer’s continuance behavior in using app stores. The negative and positive causal relationship between constructs, managerial implications, and limitations are discussed.     

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.     

Investigating Antecedents of Behavioral Intentions in Mobile Commerce

ABSTRACT

Despite the importance of mobile commerce (m-commerce) as an emerging channel of communication, marketing, and sales in business, few studies address how consumers decide to use m-commerce. In this study, we develop a conceptual framework for investigating the role of the perceived ease of use, perceived usefulness, and perceived enjoyment in determining consumers' intention to use m-commerce. We also investigate the importance of social influence in determining intention to use m-commerce. We draw on the Technology Acceptance Model (TAM) to develop our theoretical model. The empirical examination of our research model indicates that extrinsic and intrinsic motivations positively impact intention to use m-commerce. The current research model and its results could provide a rigorous basis for understanding consumers' behavior in wireless contexts.     

What motivates customers to shop in smart shops? The impacts of smart technology and technology readiness

With the rapid diffusion of smart technologies, a new retail mode, the smart shop, has received increasing attention from both academia and practitioners in the 5G era. However, previous studies on smart shops have largely focused on the effects of smart technologies on technology adoption rather than customer shopping behaviors. To fill this gap, this study applies the hedonic information systems acceptance model (HISAM) to identify the utilitarian and hedonic motivations affecting consumer shopping intention. In addition, we characterize a second-order formative construct, technology readiness, as a technology-related personality to test its moderating role in the research model in the marketing context when consumer behaviors may differ due to individual characteristics. Using structural equation modeling (SEM), we applied SmartPLS 3.2.8 to analyze 298 valid samples. The results show that perceived ease of use significantly affects perceived usefulness and perceived enjoyment, in turn, these three factors directly influence shopping intention. Additionally, perceived ease of use will have a stronger impact on perceived usefulness and shopping intention when the customer has a high level of technology readiness. Finally, theoretical and practical suggestions and future research directions are also discussed.     

Web retailing adoption: exploring the nature of internet users Web retailing behaviour

The interaction of consumers and marketers within the Web environment, particularly for retailing/purchasing is a growing area of importance. This paper focuses on examining Internet users adoption of the Web for retail usage. It uses the Technology Acceptance Model Davis (Int. J. Man-Mach. Studies 38 (1993) 475) as a theoretical foundation to explore adoption of this technology for retail usage. The study also adds what are argued to be key consumer characteristics such as Opinion Leadership, Impulsiveness, Web Shopping Compatibility, Internet Self-Efficacy, Perceived Web Security, Satisfaction with web sites, and Shopping Orientation to understand the adoption of Web retailing by Internet users’. A Web based survey was developed and administered, yielding 392 responses. The findings indicate that TAM is a valid theoretical framework to understand users adoption of the Web for retail purposes. Also Internet users’ perceived usefulness and perceived ease of use were effected differentially by Opinion Leadership, Web Shopping Compatibility, Internet Self-Efficacy, Perceived Web Security, Impulsiveness, Satisfaction with web sites, and Shopping Orientation.     

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。     

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.     

网络购物粘性行为前置因素研究

以网络购物中的消费者粘性行为前置影响因素为切入点,通过文献回顾,提出用户视角的网络粘性是在持续使用基础上所形成的一种心理依赖行为,并以此为基础构建网络消费者粘性的前置因素假设,通过问卷调查的方式进行实证分析。研究表明:持续使用意向在各前置因素与粘性行为的形成之间起中介效应作用;消费者的感知因素如感知有用性、心流、满意度均通过中介变量对粘性产生影响;同时,网络的结构化特征结构嵌入也通过持续使用意向促进粘性的产生;消费者的网络使用习惯则直接促使粘性的产生。     

Enhancing the parasocial interaction relationship between consumers through similarity effects in the context of social commerce

With the combination of social media and e-commerce, consumers usually gather all kind of available information for making their final purchase decisions online. From the perspective of interpersonal interaction, we proposed similarity (including external similarity and internal similarity) is an important peripheral informational processing route for consumers to make decisions. Built on the theories of similarity extrapolation, trust transfer and parasocial interaction (PSI), we examined whether similarity could enhance PSI relationship between consumers and the intention to do the social shopping and social sharing. The findings of PLS analysis in this study demonstrated that both external similarity and internal similarity significantly affected consumers’ PSI relationship forming and trust transfer, which in turn exerted profound impacts on consumers’ social commerce behaviors.     

Cash,credit, or phone? An empirical study on the adoption of mobile payments in the United States

The purpose of this study is to investigate the effects of consumer factors on behavioral intention to adopt mobile payments. We focus on the proximity mobile payment, which is made feasible by the near-field communications (NFCs) technology. Building upon the theory of reasoned action and technology acceptance model (TAM), a behavioral intention model was established consisting of enhanced cognitive antecedents as well as affective and social antecedents. Cognitive antecedents encompass the factors including relative advantage, perceived usefulness and ease of use in the TAM, and technology characteristics (e.g., responsiveness and mobility); affective antecedents focus on positive and negative emotions associated with using NFC mobile payments. Both antecedents are expected to affect attitudes. In addition, social antecedents examine subjective norms and the influence of network externalities. Data were collected from 394 adult nonusers of NFC mobile payments in the United States via an online survey. The research model was tested using structural equation modeling. The results showed that all three antecedents significantly affected individual consumers’ intention to adopt NFC mobile payments, explaining a significant amount of variance. Both theoretical and marketing implications are discussed in the context of NFC mobile payments.     

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.     

Shopping intention at AI-powered automated retail stores (AIPARS)

Artificial Intelligence (AI) is transforming the way retail stores operate. AI-Powered Automated Retail Stores are the next revolution in physical retail. Consumers are facing fully automated technology in these retail stores. Therefore, it is necessary to scrutinize the antecedents of consumers' intention to shop at AI-Powered Automated Retail Stores. This study delves into this area to find the predictors of consumers’ intention to shop at AI-Powered Automated Retail Stores. It extends the technology readiness and acceptance model by the addition of AI context-specific constructs such as Perceived Enjoyment, Customization and Interactivity from the present literature. The proposed model is tested by surveying 1250 consumers & the data is analyzed using the PLS-SEM technique and empirically validated. The outcome of the study reveals that Innovativeness and Optimism of consumers affect the perceived ease and perceived usefulness. Insecurity negatively affects the perceived usefulness of AI-powered automated retail stores. Perceived ease of use, perceived usefulness, perceived enjoyment, customization and interactivity are significant predictors of shopping intention of consumers in AI-powered automated stores. This research presents insightful academic and managerial implications in the domain of retailing and technology in retail.     

Mobile Shoppers: Types,Drivers, and Impediments

The technology adoption of mobile commerce has frequently been studied by considering the extended technology acceptance model (TAM). However, the role of the perceived drivers and impediments affecting potential mobile shoppers' acceptance has been scarcely analyzed. This article highlights: (1) the typology of potential m-shoppers described by their reasons for, and perceived impediments to, mobile shopping and (2) the possible differences in the extended TAM in the resulting categories. In order to do so, we advance a single hypothesis about moderation of the m-shopper type on the relationships presented in the extended TAM. The study was conducted in Spain, a country with significant current and forecasted use of mobile shopping. Data from 476 Spanish mobile phone users were analyzed. The use of latent class cluster allowed us to identify three types of mobile shoppers that show different profiles based on their perception about drivers and impediments. Differences in the extended TAM relations across the clusters were identified using the multigroup approach of structural equation models. The results show support for the moderation effect, providing valuable information for practitioners to understand how consumers develop mobile shopping intentions, which is necessary to implement effective marketing strategies.     

Showrooming,Webrooming, and User-Generated Content Creation in the Omnichannel Era

Omnichannel retailing characterizes a seamless and integrated approach of diverse retail channels. Showrooming and webrooming are prominent shopping trends among consumers in omnichannel retail. The purpose of this study was to examine (1) whether omnichannel consumers’ psychographic characteristics (i.e., information attainment, price comparison, social interaction, assortment seeking, and convenience seeking) had an influence on showrooming and webrooming, which then had an influence on omnichannel consumers’ user-generated content creation intention on social media and (2) whether the social-local-mobile (SoLoMo) experience moderated the links between omnichannel consumers’ showrooming/webrooming and user-generated content creation intention. An online survey was administered to a total of 680 omnichannel consumers with showrooming and webrooming experience from a U.S. consumer panel. This study found that omnichannel consumers’ showrooming and webrooming positively affected user-generated content creation intention on social media. Omnichannel consumers’ information attainment, price comparison, and social interaction positively affected showrooming. Information attainment, social interaction, and assortment seeking positively affected webrooming. The SoLoMo experience moderated the link between webrooming and user-generated content creation intention on social media. Managerial implications were discussed.     

Antecedents of Online Reviews' Usage and Purchase Influence: An Empirical Comparison of U.S. and Korean Consumers

We propose a model linking consumer characteristics (consumer susceptibility to interpersonal influence and Internet shopping experience), attitude toward online reviews (perceived usefulness), and the outcome of online reviews (usage frequency and purchase influence). We advance hypotheses on the interrelationships among these factors and on the moderating effects of national culture on some of the relationships. We test the hypotheses on survey data collected from U.S. and Korean consumers. The results show that national culture has important moderating effects on the relationships among online reviews and its antecedents. The results suggest that an attitude-oriented marketing communication strategy is more effective for Korean consumers while a behavior-oriented strategy is more effective for U.S. consumers.