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Consumer adoption of online shopping continues to increase each year. At the same time, online retailers face intense competition and few are profitable. This suggests that businesses and researchers still have much to learn regarding key antecedents of online shopping adoption and success. Based on extensive past research that has focused on the importance of various online shopping antecedents, this work seeks to provide an integrative, comprehensive nomological network.

The authors employ a mixed-methods approach to develop a comprehensive model of consumers online shopping behavior. To that end, in addition to a literature review, qualitative data are collected to identify a broad array of possible antecedents. Then, using a longitudinal survey, the model of consumer shopping intentions and behaviors is validated among 9,992 consumers.

The authors identified antecedents to online shopping related to culture, demographics, economics, technology and personal psychology. Our quantitative analysis showed that the main drivers of online shopping were congruence, impulse buying behavior, value consciousness, risk, local shopping, shopping enjoyment, and browsing enjoyment.

The validated model provides a rich explanation of the phenomenon of online shopping that integrates and extends prior work by incorporating new antecedents.

This research delves into consumer online shopping behaviour during the different phases of the COVID-19 pandemic, utilising the Theory of Planned Behaviour and the Behavioural Inhibition System.

A unique and comprehensive repeated cross-sectional methodology was meticulously employed, capturing the nuances of consumer online shopping behaviour across three distinct phases of the pandemic: the initial phase following the outbreak of COVID-19, the transition phase marked by the relaxation of restrictions, and the adaptation phase as society moved towards a new normal. The study involved a sample of 1,155 participants. Structural equation modelling was used to analyse the effects of behavioural attitudes, subjective norms, perceived behavioural control, and the moderating role of pandemic-induced consumer anxiety on online purchase intention.

The impact of behavioural attitudes on online purchase intentions increased continuously from the initial phase to the adaptation phase. In contrast, the influence of subjective norms on online shopping intentions gradually declined over the same period. During the early stages of the pandemic, consumer anxiety amplified the influence of personal attitudes towards online shopping while diminishing the impact of social pressures on the same behaviour.

This study’s originality lies in its nuanced analysis of how online purchase intentions evolved across different stages of the COVID-19 pandemic, integrating insights from both the Theory of Planned Behaviour and the Behavioural Inhibition System. The study offers a comprehensive understanding of the shifts in consumer behaviour over time. It enables more strategic and proactive marketing tactics in a changing environment.

The tech savvy generation Z consumers constitute a significant market of online shopping. Understanding their shopping behavior is thus a pressing need to expand the e-commerce business. Under this backdrop, the study aims to predict the online shopping behavior of generation Z customers in Bangladesh.

This study used the theory of consumption values (TCV) along with shopping enjoyment to understand the online shopping behavior of generation Z. A structured set of questionnaire was used to gather the responses on a five point Likert scale. A total of 411 valid responses were considered after discarding incomplete responses. The collected data were analyzed using the partial least squares structural equation modeling (PLS-SEM) approach with the help of smart PLS 4.0 software.

The statistical findings reveal that functional value is the most significant determinant of online shopping behavior among generation Z followed by social value, conditional value and epistemic value. The study also reveals that relationship between emotional value and online shopping behavior and relationship between conditional value and online shopping behavior is moderated by shopping enjoyment.

The paper contributes to the consumer behavior literature as the findings provide a comprehensive model from values perspectives to understand online shopping behavior among Gen Z customers in a developing country like Bangladesh. The findings of this study offer important insights to the marketers also since it reveals the values consumers consider while shopping online. The findings might help practitioners develop their online strategies to expand the business.

Existing research has long considered e-loyalty as a key to the success of online shopping. The purpose of this paper is to advance the theoretical understanding of e-loyalty by exploring the roles of coupon proneness and value consciousness in the context of online shopping platforms.

The authors empirically tested the research model using a sample of 537 users of an online shopping platform in a longitudinal setting.

The results provided support to all the hypotheses in the research model; particularly, the authors found that coupon proneness and value consciousness play important roles in explaining e-loyalty. They both exhibited significant moderating effects on the relationship between loyalty intentions and repurchase behaviors. The impact of trust on loyalty intentions was also examined.

The authors believe that this study will shed light for practitioners and enable researchers to deepen their understanding of e-loyalty in online shopping platforms.

The research better explains the gap between two important price-tactics-related variables (including coupon proneness and value consciousness); and further examines their roles in determining customers’ repurchase behaviors in the context of online shopping, which is not well examined in previous studies.

The purpose of this paper is to determine the gender differentiation of adolescents in their online shopping motivation based on utilitarian and hedonic values as an expression of well-being. It is necessary to find out whether and to what extent utilitarian and hedonic values act as motivations in online shopping. The aim was to find whether boys and girls differ in their average individual values representing motivators in a specific, individual online shopping behavior, while assuming that a higher frequency of occurrence of the value areas represents a higher level of well-being.

The research focused on finding if individual motivational areas of online shopping, in which utilitarian and hedonic values are applied, are differently represented by Slovak boys and girls. The research sample comprised of the Slovak adolescents (n=420, AM age=16.75). A modified questionnaire investigated the motivation for online shopping.

Research findings pointed to a higher degree of well-being in adolescents’ online shopping motivational structures based on utilitarian and hedonic motivations. The research study indicated different motivational structure based on utilitarian and hedonic values which are associated with online shopping behavior of the adolescents in relation to their gender. The outcomes showed that there was a larger representation of the utilitarian values related to online shopping by adolescent boys. The adolescent boys more often appreciated choice, availability of information, lack of sociality and cost savings. Adolescent boys and girls had equal hedonistic value motivations.

At the time of the digital marketing boom, the knowledge of adolescents’ behavior in the online shopping environment is important for marketing communication. Adolescents will represent a strong segment of buyers in the digital market in the near future. Thus, aiming for the improvement in well-being by respecting the gender differentiation, retailers could create a more effective marketing communication design that would be targeted at the current Generation Z. The findings are important for the preparation and creation of the design of the online-activities marketing in individual cultural regions.

There is a notable absence in the monitoring of the well-being values in adolescent online shopping in Europe, especially in the post-communist EU countries. The Slovak Republic is one of the dynamically developing post-communist countries of the EU. Its position in the OECD which measures subjective well-being is very low. The research can become a starting point for forming the theory of online shopping behavior, assuming gender unification in the areas of hedonic values and motivations not only for the Generation Z but for all online shopping consumers in the second decade of the twenty-first century. The presented research is thus practical in order to adequately set up the online communication and the research use of a diagnostic tool in the European space. The authors see the research as a pilot study, which gives the opportunity for subsequent intercultural comparison. Knowledge of gender differences and indicators of well-being tendencies in the motivational structure of adolescents may be applicable for supporting and regulating the online shopping behavior of adolescents, as well as for the explanation and theoretical modeling of this behavior.

The present study aims to examine the current digital information literacy (DIL) skills of female online shoppers in Lahore city of Pakistan. Data were gathered from a purposive sampling of women, aged between 20–50 years who were buying products online, not from the traditional retail stores. Out of 309 received questionnaires, 269 responses were useable and were utilized for data analysis. Descriptive and inferential statistics were used to deduce inferences.

Quantitative research approach was employed for this study, and a survey was conducted to collect the data from the study's respondents. For data analysis, descriptive and inferential statistics were used.

Results revealed that the digital information literacy skills of women were good to a moderate level. However, they were not confident in applying advanced searching options. In accordance with what was hypothesized in a directional hypothesis, DIL was found to be a strong predictor of online shopping behavior of women, consequently highlighting the importance of such competencies in modern life. Other findings illustrate that participating women rarely engaged in online shopping and felt hesitation in using credit/debit card for online transactions.

These observations highlight the important role of information professionals in creating digital literacy among different population groups, specifically women, by planning digital information instruction through courses, workshops and trainings. This could eventually be possible with the dynamic role of librarians or information professionals in the society.

The present study adopts the unique approach of measuring online shopping behavior of female shoppers in connection with their digital information literacy skills.

This study embarks on a comprehensive investigation into the intricate relationship between consumer trust in e-commerce platforms and the adoption of Green Supply Chain Management (GSCM). It delves into a multifaceted analysis of how these dynamics influence the landscape of online shopping, with a specific focus on four critical dimensions: the efficiency of online purchasing processes, the fulfillment of product delivery commitments, the convenience associated with e-platform utilization, and the safeguarding of consumers' personal information.

This research employs sophisticated Structural Equation Modeling (SEM) techniques, facilitated by SPSS and SmartPLS software, to meticulously analyze the amassed data and subject the formulated hypotheses to rigorous testing. The empirical foundation of this study draws from a sample of 377 randomly selected online shoppers, providing a robust basis for its insights.

At its core, this research is squarely focused on unraveling the dynamics of consumer trust within e-commerce platforms and highlighting the pivotal role played by GSCM in making online shopping more ecologically responsible and sustainable. Of paramount importance is the novel dimension introduced by this study the integration of trust in e-commerce platforms, GSCM practices, and the multifarious dimensions of online shopping all within a unified conceptual framework. Trust on e-commerce platforms leads to GSCM. GSCM determines online shopping satisfaction, i.e. efficiency, fulfillment, convenience, and privacy. Finally, GSCM mediates between trust on e-commerce platforms and online shopping satisfaction.

This holistic approach represents a ground-breaking contribution to the existing body of literature. It presents a fresh perspective on the intricate interactions that define the contemporary e-commerce landscape.

This initial research integrates trust in e-commerce platforms, GSCM, and online shopping in a single framework through UTAUT2.

In both developed and developing countries, the COVID-19 pandemic has created a new generation of first-time online shoppers. More significantly, academics and practitioners believe that the shift to online shopping will continue in the years to come. Therefore, the purpose of this study was to examine the role of digital marketing tools as a moderator variable between the independent variables (i.e. consumption patterns, lifestyle, level of income, and payment methods) and dependent variable (i.e. the consumer's attitude towards online shopping) during the COVID-19 pandemic time in Arab countries.

A structured and self-administered online survey has targeted online shopping users in six different Arab countries based on a snowball and convenience sample. In total, 577 useable questionnaires were analyzed.

The findings show a significant positive relationship between the independent variables (i.e. consumption patterns, lifestyle, level of income, and payment methods) and the dependent variable (i.e. consumer attitude towards online shopping). Furthermore, the results reveal that the positive relationship between the independent and dependent variables is strengthened by the existence of the moderator variable, the digital marketing tools.

This study was based on cross-sectional data collection, rather than a longitudinal study and collected data from six Arab countries. It is suggested that future research should expand the survey in more similar countries to broaden the database for further generalizations and use a longitudinal approach to better assess changes in attitudes over time. In addition, this study focused on the issue from a consumer's viewpoint, so it is recommended that future research could be conducted, but from the viewpoint of marketing managers.

This study represents a further deeper insight into consumer behaviour; it advocates giving more emphasis on organizations' awareness of their customers' consumption pattern, lifestyle, level of income, and payment method. The findings of this study can help managers and marketers to design a promotional mix to improve consumer's behaviour towards online shopping. The results suggest paying more attention to the high relevant effect of the consumption pattern, lifestyle, level of income, and payment method on the consumer attitude towards online shopping.

This paper is one of the few attempts that investigated consumer attitudes toward online shopping in the Arab world. Importantly, it identified the drivers of online shoppers' attitudes in the Arab world. This may be used to develop and implement e-marketing strategies. Furthermore, this paper examines the role of digital marketing as a moderator variable to provide empirical evidence to the body of knowledge of these drivers during the COVID-19 pandemic time in the Arab countries.

Drawing on self-determination theory, a person-centered approach was used to investigate how the satisfaction and frustration of the basic psychological needs of autonomy and competence produce adaptive vs maladaptive consumer behavior during the online shopping experience.

We collected questionnaire data from 1,399 respondents engaged in online shopping, including 65% females with an average age of 29.9. Latent profile analysis tested the hypotheses, using Mplus 8.3.

The online shopping experience sometimes satisfies and sometimes frustrates consumers’ basic psychological needs for autonomy and competence. This research used latent profile analysis to identify two profiles of the online shopping experience: “satisfied-dominant” and “moderately satisfied/frustrated.” Online shoppers who experienced only need satisfaction showed adaptive consumer behavior in terms of positive word-of-mouth and high loyalty, while online shoppers who experienced both moderate need satisfaction and frustration showed maladaptive consumer behavior.

An online shopping experience of need satisfaction vs frustration explains consumers’ adaptive vs maladaptive behavior. Specifically, when online shoppers experience only autonomy and competence need satisfaction, they engage in positive word-of-mouth and show high loyalty.

The purpose of this paper is to investigate the effects of online shopping experience and habit in relation to adjusted expectations for enhancing online repurchase intention.

The authors employed partial least square (PLS) as a technique used to analyze the measurement and structural models. Data for this research were collected from 240 Taiwanese online shoppers who had experienced online shopping at least four times.

The result of this study indicates that online shopping habit acts as a moderator of both customer satisfaction and adjusted expectations, whereas online shopping experience can be considered a key driver for customer satisfaction. Furthermore, the research findings confirm that customer satisfaction is a vital driver of adjusted expectations and online repurchase intention. Adjusted expectations do mediate the impact of online repurchase intention.

This paper highlights the effect of online shopping experience and online shopping habit on enhancing repurchase intention. The result implies that the acquisition of usage experience and spontaneous purchases not only leads to higher customer satisfaction and customer expectations, but also strengthens online repurchase intention. The use of self-report scales suggests the possibility of a common method bias. Future studies may further test the robustness of this study in the interplay of experience and habit to shed more light on their relative importance in explaining online repurchase intention.

This study extends expectancy-disconfirmation paradigm, especially in the context of online shopping, by emphasizing cognitive, affective, and behavioral change on the attitude-intention behavior of online shoppers.