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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 purpose of this paper is to explore factors and their impacts influencing online grocery shopping intentions among customers in the post COVID-19 situation. Moreover, the study aims at evaluating the mediating roles of shopping habits during COVID-19 between perceived usefulness, perceived ease of use and post COVID-19 online grocery shopping intentions.

Based on a review of the literature and collection of 401 useable valid responses, the study was conducted through structured questionnaires applying personal interview technique. The subsequent analysis was conducted through partial least squares structural equation modeling (PLS-SEM) using Smart PLS 3.3.3.

The study findings revealed that perceived usefulness, perceived ease of use and shopping habits during COVID-19 have a significant influence on post COVID-19 online grocery shopping intentions. Also, the study has uncovered that perceived usefulness and perceived ease of use significantly influence shopping habits during COVID-19 among customers. Furthermore, the current study has revealed that hopping habit during COVID-19 significantly mediates the relationship between perceived usefulness, perceived ease of use and post COVID-19 online grocery shopping intentions.

The study findings have provided practical suggestions of developing and improving technological platforms to attract new customers for online grocery shopping. Further, the study suggests that online grocery retailers should apply adjusted pricing strategies using coupons and discount offers.

This paper investigates factors and its impacts on online grocery shopping intentions in post COVID-19 context. Therefore, the study uncovers the factors that add value to understanding customers' post COVID-19 online grocery shopping intentions by integrating perceived usefulness, perceived ease of use and shopping habits during COVID-19.

The paper aims to examine the moderating role of both the perceived value and perceived trust in the relationship between the ease of use, perceived risk, perceived usefulness and quality of website and the Palestinian millennials’ behavioral intention toward online shopping.

A survey questionnaire was carried out targeting 357 Palestinian millennials. In total, 311 valid responses were processed and analyzed using PLS-SEM model fitting approach.

The findings demonstrate that the impact of ease of use, perceived usefulness and website quality on online shopping behavioral intention are reinforced by perceived value and perceived trust, while the effect of perceived risk is weakened. This implies that improving convenience and lowering non-monetary costs such as time and effort will enhance the customers’ perceived value and, as a result, their shopping behavioral intention. In addition, one of the most significant barriers to online shopping is a lack of trust. Therefore, once trust is established, shopping willingness rises, and vice versa.

As this study focused on consumers from a developing country, it neglected the cross-cultural issue; thus, future studies may have to make a comparison of other samples from various nations to gain a deeper understanding. Furthermore, this research focused on the ease of use, perceived risk, perceived usefulness and perceived quality of the website to predict the customer’s behavioral intention toward online shopping, which shows significant results, indicating that more research is needed to look at these independent variables as predictors of customers purchasing decision.

Online shopping is a critical topic that has significant impact on the business world. Investigating the moderating role of perceived trust and perceived value on Palestinian millennials’ online shopping behavioral intention during COVID-19 might give useful information for organizations developing policies and strategies to create direct sales using social media platforms. Furthermore, the findings might also be valuable for management studies and academics to better understand consumers’ intentions when it comes to commercial internet buying.

The empirical nature of this paper gives a thorough explanation of the phenomena of online shopping from a developing country. To the best of the authors’ knowledge, this is the first empirical study that examines the moderating effect of perceived trust and perceived value on Palestinian millennials’ online shopping behavioral intention during COVID-19.

E-commerce poverty alleviation (EPA) is an innovative poverty alleviation model in China. The institutional mechanisms of the e-commerce platform improve the effect of EPA and exert online shopping purchase power in rural China. From a socio-technical perspective, this paper used adoption readiness of farmers and perceived risk to construct an integrated model to discern the effect of enhanced e-commerce institutional mechanisms on farmers' online shopping intention in the context of EPA.

The survey included 832 valid samples from rural farmers in Shanxi province. This study analyses using structural equation modelling (SEM) and bootstrap methods used to empirically test the model.

Findings suggest that enhanced e-commerce institutional mechanisms have significant direct and indirect positive impacts on farmers' online shopping intention; adoption readiness and perceived risk play partial mediation roles in determining the relationship between farmers' online shopping intention and enhanced e-commerce institutional mechanisms; and the indirect mediation effect of adoption readiness is greater than that of perceived risk.

Although the proposed model was supported in the questionnaire survey, the investigation method was not completely excluded. Future research can combine the method of panel data and apply the framework to other e-commerce platforms, as well as to other cultural settings.

The study suggests that enhanced e-commerce institutional mechanisms that are based on the needs of farmers from poverty-stricken areas change the shopping habits of farmers. Moreover, enhanced e-commerce institutional mechanisms should allow farmers' perceived adoption readiness to play its promoting role and reduce the impeding role of perceived risk. The results of this study are conducive to the intensive implementation of the ‘Three Rural Issues’ strategy in China.

A new model to generate a two-factor mediation effect model by integrating the perceived effectiveness of enhanced e-commerce institutional mechanisms with farmers, farmers' adoption readiness, perceived risk and online shopping intention. The study explored the relationship between enhanced e-commerce institutional mechanisms and farmers' online shopping intention, bridging the gap in related empirical studies. Besides, this study first proposed farmers' adoption readiness and clarifies the mediating role of farmers' adoption readiness and perceived risk, which highlights the previously unnoticed role of farmers' adoption readiness.

The purpose of this study is to propose a model of e‐shopping continuance intentions that incorporates the revised technology acceptance model and expectation confirmation theory and evaluates the expanded model in a new context: Saudi Arabia.

The 465‐respondent sample consists of internet users in Saudi Arabia. A structural equation model confirms model fit.

Perceived usefulness, enjoyment, and social pressure are determinants of online shopping continuance in Saudi Arabia. Both male and female groups are equivalent. The structural weights are also largely equivalent, but the regression paths from perceived usefulness to continuous intention are not invariant between men and women. Notwithstanding that the study finds few differences between men's and women's e‐shopping behaviour, the findings for women are important because of the special role that e‐shopping can play in Muslim countries, including Saudi Arabia where there are cultural and legal restrictions on women's activities such as driving.

This research suggests that online strategies cannot ignore either the direct or indirect behaviour differences of continuance intentions.

This research moves beyond online shopping intentions and includes factors affecting online shopping continuance. The research model explains 65 per cent of the intention to continue shopping online. It is of value to the literature, managers and policy maker on internet shopping and continuance intentions to e‐shop.

The purpose of this study was to investigate the online shopping intention of customers by watching artificial intelligence (AI)–based deepfake video advertisements using media richness (MR) theory and Information Manipulation Theory 2 (IMT2).

A conceptual model was developed to understand customers' online shopping intention by watching deepfake videos. A quantitative survey was conducted among the 1,180 customers using a structured questionnaire to test the conceptual model, and data were analyzed with partial least squares structural equation modeling.

The outcome of this research provides the antecedents of the online shopping intention of customers after watching AI-based deepfake videos. These antecedents are MR, information manipulation tactics, personalization and perceived trust. Perceived deception negatively influences customers' online shopping intention, and cognitive load has no effect. It also elucidates the manipulation tactics used by the managers to develop AI-based deepfake videos.

The distinctive model that emerged is insightful for senior executives and managers in the e-commerce and retailing industry to understand the influence of AI-based deepfake videos. This provides the antecedents of online shopping intention due to deepfakes, which are helpful for designers, marketing managers and developers.

The authors amalgamate the MR and IMT2 theory to understand the online shopping intention of the customers after watching AI-based deepfake videos. This work is a pioneer in examining the effect of AI-based deepfakes on the online shopping intention of customers by providing a framework that is empirically validated.

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.

The purpose of this paper is to understand customers' repurchase intentions in online shopping. This study extends the technology acceptance model (TAM) by introducing e‐service quality dimensions, trust and enjoyment in the development of a theoretical model to study customers' repurchase intentions within the context of online shopping.

Data collected from 360 PCHome online shopping customers provides strong support for the proposed research model. PLS (partial least squares, PLS‐Graph version 3.0) is used to analyse the measurement and structural models.

The study shows that trust, perceived ease of use, perceived usefulness and enjoyment are significant positive predictors of customers' repurchase intentions.

The data are collected from a single online shopping store – the generalisation of the model and findings to other online stores requires additional research. Our findings imply that the five dimensions of e‐service quality are possibly among the most important antecedents of customers' trust in online vendors.

Online vendors should ensure that they provide adequate utilitarian and hedonic value for customers instead of focusing on just one of these aspects in their web site development.

Customer loyalty is critical to the online vendor's survival and success. The study provides evidence that online trust is built through order fulfilment, privacy, responsiveness and contact.

The purpose of this paper is to explore the effect of consumers' perceived product promotion and atmosphere promotion strategies on their participation intention, and the possible interaction between product promotion and atmosphere promotion strategies on their participation intention in online shopping festivals.

This paper conceptualized consumer perception of product promotion strategies of online shopping festivals as Perceived Temptation of Price Promotion, Perceived Categories Richness of Promotion and Perceived Fun of Promotion Activities and atmosphere promotion strategies as Perceived Contagiousness of Mass Participation. Based on the Stimulus-Response Theory, this study constructed an influencing model of promotion strategies on consumer participation intention in online shopping festivals. Structural equation modeling with partial least squares was used for analyzing the data from a sample of 495 consumers to test the proposed hypotheses.

The results showed that Perceived Temptation of Price Promotion, Perceived Categories Richness of Promotion, Perceived Fun of Promotion Activities and Perceived Contagiousness of Mass Participation significantly and positively affect consumer Participation Intention; Perceived Contagiousness of Mass Participation plays a moderating role in the effect of Perceived Temptation of Price Promotion on Participation Intention.

This study is the first empirical attempt to examine the moderating role of atmosphere promotion between product promotion and consumer participation intention in online shopping festivals. The findings provide theoretical basis and practical guidance for e-commerce platforms and merchants for improving their online shopping festival promotion strategies.

The purpose of this paper is to develop a model to examine the female consumer’s intention to shop online. The rising number of female online shoppers has compelled the analysts and online vendors to believe that understanding the attitude and behaviour of the female consumers is very crucial for their growth.

A conceptual model is proposed that expands the theory of reasoned action (TRA) with three additional constructs, namely, trust, convenience and customer service. The proposed model is examined with the help of questionnaire responses collected from 909 online shoppers from India.

The paper empirically shows that there is a significant influence of attitude, convenience, customer service and subjective norm on the female consumer’s intention to buy online. Customer service acts as the most crucial factor in influencing the attitude of female consumers towards online shopping. The paper also points out that trust does not directly affect the female’s intention to shop online but indirectly influences it through attitude.

The paper has significant implications for practitioners. First, the results advocate that convenience and customer service are the vital antecedents to both behavioural intention and behavioural attitude. Second, the paper also showcases that trust influences behavioural intention indirectly through attitude, stressing the need for the online retailers to develop consumers’ trust in online shopping.

The paper examines TRA framework in the context of female online shopping, while earlier studies have concentrated completely on efficiency-based software tools like word processing, spreadsheets, etc. The integration of the three constructs – trust, convenience and customer service – in the TRA framework has not been studied in the past. The interaction effect of the different elements of customer services on the female consumer behaviour has never been examined in the previous research works.