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The current study aims to systematically review the existing literature, identify the main determinants that impact individuals’ perceptions, attitude, intention and behavior and meta-analytically evaluate their respective strength. Moreover, this study examines the specific mechanism through which more distal factors, such as trust, risk, experience and enjoyment influence individuals’ decision in the context of online auction markets. Finally, the moderating effects of contextual and methodological factors that could potentially influence the relationships are explored. During the past two decades, a large number of empirical studies examined the factors that hinder or foster individuals’ initial and continued acceptance of online auction marketplaces.

Based on the effect sizes reported, 91 studies, including 95 independent samples (N = 36.788), the current study utilizes bivariate meta-analysis, meta-analytic structural equation modeling and weighted least squares regression moderator analysis to examine the nature of the identified relationships, the mechanisms through which they operate and the boundary conditions under which they do or do not hold.

The results show that trust and experience explain individuals’ initial usage intention, while risk and experience explain actual usage behavior, indicating that these variables are viable extensions to the technology acceptance model in the context of online auction marketplaces. The results also demonstrate that, once individuals participate in online auction markets, trust and enjoyment are important predictors of satisfaction, which, in turn, is the strongest determinant of loyalty intention. Furthermore, the results demonstrate that cultural context acts as moderator and, to some degree, explains the mixed empirical findings in prior research.

This study contributes to the existing literature by identifying the main determinants and their average direct and indirect effect on the individuals’ decisions in online auction marketplaces. The findings provide critical insights into the complex network of relationships which impact individuals’ perceptions, attitude, intention and behavior to initially and continuously use online auction marketplaces. Furthermore, the result contributes to the existing research by examining the effect of contextual and methodological boundary conditions – moderating factors that are difficult to test in primary studies.

The purpose of this paper is to evaluate how the intermediation of an online agent in the relationship between prospective clients and professional service providers affects individual purchasing processes and decisions, and satisfaction with the professional service provider once the commercial transaction is concluded.

Drawing on the integrated trust-technology acceptance model, modified to include two additional variables to take into account of the specificities of the context investigated – users’ perceived reduction of information asymmetry and satisfaction with the professional service provider – a research framework is developed and tested with a research design combining a decision tree procedure with structural equation modelling and multi-group analysis. Participants are 188 users of an Italian website which incorporates an online agent that refers notaries to prospective clients.

Decisions to purchase professional services brokered by online agents depend upon trust in the agent, and users’ perceptions of the agent’s ability to reduce information asymmetry, as well as its perceived usefulness. Online agents for professional services can be effective as well as efficient: users who bought the service from an agent-referred notary had higher levels of satisfaction with their professional service provider than users who purchased the service from a different notary.

This is the first empirical effort to investigate the effects of online agents in the specific context of professional service purchasing. The uniqueness of the research context permitted identification of a new type of online agent, the “double-sided online referral agent”.

Prior studies mostly investigate initial shopping intention in developed countries. The purpose of this paper is to sketch and determine the impact of perceived usefulness (PU), perceived ease of use (PEOU), perceived value (PV), trust (TRT), perceived risk (PR), privacy concern (PC), internet literacy (IL), satisfaction (SAT) on online repatronage intention (ORI) among Malaysian experienced online shoppers.

A total of 219 valid questionnaires were collected via an online survey among experienced online shoppers across young and old students aged 18-31. Subsequently, the two-step structural equation modelling (SEM) technique was employed to empirically examine the proposed integrative theoretical research framework and model fit with maximum likelihood estimation.

The statistical analyses support the relationships between PU, PV, TRT and SAT with ORI while the relationships between PEOU, PR, PC and IL with ORI were rejected in which all the factors affecting ORI occur similarly across the study sample. The behaviour of experienced online shoppers was found to be different from findings of previous literature that examined initial adoption and intention. Due to the lack of distinction in the literature concerning experienced and inexperienced shoppers, our results show inconsistencies with prior research in examining ORI.

The paper suggests that future research consider multicultural analysis, atmosphere design, developing internet methodology and the role of flow experience in determining ORI. The research limitations and implications are also discussed.

By realizing the differences between inexperienced shoppers and experienced shoppers, online retailers should segment these groups more effectively and should implement a different marketing strategy to target the right segment, right shoppers along with the right marketing tactic. The antecedents of future intention of online shopping are influenced by various variables because the human behaviour is sophisticated in nature. Thus, academicians and practitioners should realize the implications of examining their target population/market based on an assessment of different antecedents.

This study is among the few attempts to examine attitudes and behaviour of Malaysian experienced online shoppers who have formed relevant experiences and skills in online shopping. Additionally, the paper empirically examine and distinct user perception of online retail attributes (including PU, PEOU, PV and PR), pre-purchase user attitudes (including TRT, PC, IL) and post-purchase users attitudes (including SAT) in forming ORI simultaneously.

The purpose of this study is to examine the relationships between the dimensions of the pre-purchase information search (PS) such as direction (reliance on the information sources-RIS) and pattern (reliance on the utilitarian value-RUV), moderating role of the online shopping experience (OSE), and their influence on the behavior of the socialization agents (family communication (FC), peer communication (PC), TV advertising-TVAdv, social media communication (SMC)) for buying branded apparel.

This study used a questionnaire, and a total of 458 responses were obtained. A measurement model with the dimensions of the pre-purchase information search and socialization agents was analyzed using confirmatory factor analysis. The conceptual model with hypotheses (direct and moderated effects) was analyzed using a moderated approach using Hayes Macros.

The findings confirm the significant influence of the dimensions of the PS (RIS and RUV) on the behavior of socialization agents for buying branded apparel with the strongest influence of RIS on SMC. The moderated effects of OSE between the dimensions of PS and socialization agents are found to be significant except for the relationship between RIS and FC. The direct effects of the RIS and RUV on the socialization agents are higher for consumers having high OSE and lower for consumers having low OSE.

The findings contribute to the growing body of literature on the PS, highlighting the importance of consumer socialization for the purchase decision of consumers in emerging markets. No previous studies have applied a psychological approach to explain the variation in the external search incorporating the dimensions like direction (RIS) and pattern (RUV), which did not receive research attention so far. This study uniquely sets a new direction for the researchers by establishing a theoretical linkage between the dimensions of PS that can act as antecedents and can significantly influence the behavior of socialization agents using the consumer socialization approach based on the social learning theory. The results reveal the strongest influence of SMC and establish the moderating role of OSE for the buying decision of branded apparel. The findings are valuable for online marketers who must acknowledge that social media is the strongest platform for reaching customers and must create a formal page for displaying their latest updates about their products and services. Marketers must engage all the family members through online contests and feedback sessions for developing trust for online shopping platforms.

Buying online has become a widespread and common activity for consumers, and, for many organizations, e-commerce has become a very profitable alternative to sell their products and services, also allowing them to leverage their strategy in new geographical markets immediately. Although the literature on the subject is comprehensive, there is a gap in identifying the holistic constructs that are the determinants of consumers' choice of an online store. This research resorts to an exploratory study, based on a nonsystematic literature review, seeking to identify these constructs. The results obtained allowed us to identify the following constructs: consumer behavior, customer experience, web content, catalog, terms and conditions, customer support, perceived value, trust, security and privacy, satisfaction, and loyalty. Customer experience, satisfaction, and loyalty constructs stand out from a strategic perspective.

The theoretical understanding of online shopping behaviour has received much attention. Less focus has been given to online retailing ethics. Therefore, the purpose of this paper is to develop and test a comprehensive model of online retailing ethics.

The study used a survey amongst a sample representative of universities across Egypt. In total, 310 questionnaire were collected and analysed using structure equation modelling using WarpPLS.

The results indicate that the consumer perceptions of online retailing ethics (CPORE) as a second-order construct is composed of five constructs (security, privacy, non-deception, fulfilment/reliability, and service recovery) and strongly predictive of online consumer satisfaction. Furthermore, the authors find a significant mediating effect of trust, and commitment on the relationship between CPORE and customer satisfaction. The results also show that individualism had moderate effects on the relationship between CPORE and customer satisfaction. Contrary to expectations, power distance had no significant effect.

Despite the contributions of this study some research limitations need acknowledgment. First, this study employed a convenience sample. The authors encourage future studies to use random sampling of general consumers. The ethics literature identifies some factors which influence ethical judgments of consumers (e.g. sex, age, and education). Such research could identify how each variable, individually and cooperatively, impacts consumer ethical evaluations of online retailing. The authors did not collect data from non-internet shoppers because the focus of this study was online consumers referring to their latest purchase online. It may be an interesting extension, however, to test this conceptual model for other populations like non-online consumers.

This study developed and empirically tested a comprehensive model of CPORE with its multidimensional constructs and evaluated its impact on both consumer satisfaction and repurchase intention via trust and commitment.

The purpose of this research is to examine the impact of e‐service quality, customer perceived value, and customer satisfaction on customer loyalty in an online shopping environment.

There were two studies performed in this research. Study 1 validated the self‐regulating processes; Study 2 tested the moderating effects of customer perceived value between satisfaction and loyalty. Structural equation modelling techniques and linear hierarchical regression models were used to test the causal model.

The study demonstrated that e‐service quality and customer perceived value influence customer satisfaction, and then influence customer loyalty. In addition this study found that customers with a high perceived value have a stronger relationship between satisfaction and customer loyalty than customers with a low perceived value.

We found that there are emotional and rational routes influencing customer loyalty in the online shopping process. This will contribute to other research that clarifies the influencing process of online shoppers' motivation and behaviour.

In the pre‐purchase stage, online retailers should focus on attracting consumers by the quality of e‐service. In the purchase stage, online retailers should address the emotional factors, such as customer satisfaction. In the post‐purchase stage, rational factors – such as customer perceived value – play important roles because they can strengthen the relationship between satisfaction and loyalty.

This study viewed the purchase process as a different stage as consumers may make a choice at each of the purchase stages. Moreover this study found a way to examine the relationship between customer satisfaction and loyalty by exploring the moderating effects of customer perceived value.

Online shoppers feel insecure due to the various unethical practices of e-tailers. It is, therefore, crucial for online retailers to alleviate customer concerns. Extant literature indicates that country-of-origin (COO) cues influence consumer perception. A relatively underexplored phenomenon in an emerging market context, the COO image of the online retailer, i.e. a foreign-origin online retailer (FOOR) or an Indian-origin online retailer (IOOR), needs validation. The current study investigates customer expectations of online retailers' ethical behaviour against the backdrop of online retailer-based signals in emerging markets.

The researchers floated an online questionnaire using a seven-point Likert scale. The authors sought recipient responses in Google Forms shared via e-mails and social media connections. The authors analysed 1,018 useable responses using partial least square structural equation modelling (PLS-SEM) in Smart PLS 3.

The empirical study examined the influence of the consumer perception of ethics of online retailers (CPEOR) and COO on consumer purchase intention. It validated the proposed research model. The research findings inform that the CPEOR and the COO influence purchase intention through the mediation effects of trust and satisfaction. Results indicate that privacy, security, non-deception, fulfilment, customer service, FOOR and IOOR strongly predict consumer trust. In contrast, privacy, non-deception, fulfilment, customer service and FOOR strongly predict consumer satisfaction. However, security and IOOR did not influence consumer satisfaction.

The study results have theoretical and practical implications for academic researchers and online retailing managers. Future studies can validate the model in different geo-demographic scenarios and e-commerce settings.

The study enriches the extant literature on CPEOR in the Indian context. This study is pioneering work examining consumer purchase intention by adding the COO construct to the CPEOR model.

The concept and practice of e-services has become essential in business transactions. Yet there are still many organizations that have not developed e-services optimally. This is especially relevant in the context of Indonesian Airline companies. Therefore, many airline customers in Indonesia are still in doubt about it, or even do not use it. To fill this gap, this study attempts to develop a model for e-services adoption and empirically examines the factors influencing the airlines customers in Indonesia in using e-services offered by the Indonesian airline companies. Taking six Indonesian airline companies as a case example, the study investigated the antecedents of e-services usage of Indonesian airlines. This study further examined the impacts of motivation on customers in using e-services in the Indonesian context. Another important aim of this study was to investigate how ages, experiences and geographical areas moderate effects of e-services usage.

The study adopts a positivist research paradigm with a two-phase sequential mixed method design involving qualitative and quantitative approaches. An initial research model was first developed based on an extensive literature review, by combining acceptance and use of information technology theories, expectancy theory and the inter-organizational system motivation models. A qualitative field study via semi-structured interviews was then conducted to explore the present state among 15 respondents. The results of the interviews were analysed using content analysis yielding the final model of e-services usage. Eighteen antecedent factors hypotheses and three moderating factors hypotheses and 52-item questionnaire were developed. A focus group discussion of five respondents and a pilot study of 59 respondents resulted in final version of the questionnaire.

In the second phase, the main survey was conducted nationally to collect the research data among Indonesian airline customers who had already used Indonesian airline e-services. A total of 819 valid questionnaires were obtained. The data was then analysed using a partial least square (PLS) based structural equation modelling (SEM) technique to produce the contributions of links in the e-services model (22% of all the variances in e-services usage, 37.8% in intention to use, 46.6% in motivation, 39.2% in outcome expectancy, and 37.7% in effort expectancy). Meanwhile, path coefficients and t-values demonstrated various different influences of antecedent factors towards e-services usage. Additionally, a multi-group analysis based on PLS is employed with mixed results. In the final findings, 14 hypotheses were supported and 7 hypotheses were not supported.

The major findings of this study have confirmed that motivation has the strongest contribution in e-services usage. In addition, motivation affects e-services usage both directly and indirectly through intention-to-use. This study provides contributions to the existing knowledge of e-services models, and practical applications of IT usage. Most importantly, an understanding of antecedents of e-services adoption will provide guidelines for stakeholders in developing better e-services and strategies in order to promote and encourage more customers to use e-services. Finally, the accomplishment of this study can be expanded through possible adaptations in other industries and other geographical contexts.