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COVID-19 disrupted the lives of consumers across the globe, and the retail sector has been one of the hardest hits. The impact of COVID-19 on consumers' retail choice behaviour and retailers' responses has been studied in detail through multiple lenses. Now that the effect of COVID-19 is abating, there is a need to consolidate the learnings during the lifecycle of COVID-19 and set the agenda for research post-COVID-19.

Scopus database was searched to cull out academic papers published between March 2020 and June 6, 2022, using keywords; shopping behaviour, retailing, consumer behaviour, and retail channel choice along with COVID-19 (171 journals, 357 articles). Bibliometric analysis followed by selective content analysis was conducted.

COVID-19 was a black swan event that impacted consumers' psychology, leading to reversible and irreversible changes in retail consumer behaviour worldwide. Research on changes in consumer behaviour and consumption patterns has been mapped to the different stages of the COVID-19 lifecycle. Relevant research questions and potential theoretical lenses have been proposed for further studies.

This paper collates, classifies and organizes the extant research in retail from the onset of the COVID-19 pandemic. It identifies three retail consumption themes: short-term, long-term reversible and long-term irreversible changes. Research agenda related to the retailer and consumer behaviour is identified; for each of the three categories, facilitating the extraction of pertinent research questions for post-COVID-19 studies.

Consumers can spend their disposable income on hedonic consumption or save for the future. Their preferences were altered by the prolonged life and livelihood-threatening experiences of the pandemic. This paper aims to study the spillover effect of the pandemic experience on consumer savings attitudes and hedonic purchase preferences in the new normal.

The authors conducted 35 in-depth interviews with consumers in India. The data were analysed thematically.

The results showed that when fear of life and negative emotions of the pandemic persisted, consumers became short-term focused, moved towards materialism and increased hedonic spending. Alternatively, individuals who faced substantial financial hardships resorted to an increased preference for savings. The relationship between changes in savings orientation and hedonic consumption was found to be moderated by consumer's individual differences in financial vulnerability and life history strategies.

As the trend towards increased hedonic consumption and preference for luxury products continues, the study findings can be used to devise effective marketing strategies to tap the emerging segment of mass luxury consumption.

Despite ample work being conducted in the hedonic consumption domain, it has not been studied in conjunction with savings orientation, a significant determinant. This research links personal savings orientation with hedonic spending and substantiates that purchase decisions are cognitively weighted as a choice of discretionary spending against the opportunity to save.

E-retailers face challenges in adding, engaging and retaining customers. Voice interface is a new and more inclusive modality that provides customers with a hands-free, convenient e-shopping option and is relevant for e-retailers. However, the voice interface is significantly different from the text interface that consumers are accustomed to. This study investigates customer experiences with voice interface for search and selection of products on e-commerce platforms and its subsequent impact on customer engagement and enhanced usage.

We conducted 34 in-depth interviews with executive management students. For analysis and findings, we used a grounded theory paradigm and thematic analysis.

Based on in-depth probing and analysis consumers' experiences with voice interfaces in e-commerce platforms, we identified two enablers: customer satisfaction and awe-experience that positively impacted and two inhibitors: risk perceptions and inertia that negatively impacted customer engagement and enhanced usage of voice interface.

Voice interface is transforming the customer journey in the online shopping domain. How customers experience voice interfaces when searching and selecting products on e-commerce platforms impacts their engagement with the platform and their intentions to use voice modality to interact with the e-retailer in the future. The findings substantiate tenets of dual-process theory and found that enabling and inhibiting factors are independent and can coexist. The study identifies the most salient factors that positively and negatively affect customer engagement and enhanced usage of voice interfaces.

Generative artificial intelligence (GAI) can disrupt how consumers search for information on retail products/services online by reducing information overload. However, the risk associated with GAI is high, and its widespread adoption for product/service information search purposes is uncertain. This study examined psychological drivers that impact consumer adoption of GAI platforms for retail information search.

We conducted 31 in-depth, semi-structured interviews with the lead GAI users regarding product/service information search. The data were analysed using a grounded theory paradigm and thematic analysis.

Results show that consumers experience uncertainty about GAI’s functioning. Their trust in GAI impacts the adoption and usage of this technology for information search. GAI provides unique settings to investigate potential additional factors, leveraging UTAUT as a theoretical basis. This study identified three overarching themes – technology characteristics, technology readiness and information characteristics – as possible drivers of adoption.

Consumers seek exhaustive and reliable information for purchase decisions. Due to the abundance of online information, they experience information overload. GAI platforms reduce information overload by providing synthesized and customized product/service search results. However, its reliability, trustworthiness and accuracy have been questioned. The functioning of GAI is opaque; the popular technology adoption model such as UTAUT is general and is unlikely to explain in totality the adoption and usage of GAI. Hence, this research provides the adoption drivers for this unique technology context. It identifies the determinants/antecedents of relevant UTAUT variables and develops an integrated conceptual model explaining GAI adoption for retail information search.

COVID-19 pandemic-related Government restrictions on the movement of people resulted in consumers moving away from retail outlets. However, sporadic instances of an unexpected surge in retail buying happened across the world immediately after the lifting of such restrictions. This uncommon phenomenon, termed revenge buying, offered an opportunity to revive retail businesses. This paper applies Reactance Theory (RCT) and Self-determination Theory (SDT) to model consumers' revenge buying intentions.

Data was collected from 384 respondents in India using validated scales. The study used structural equation modelling for model testing.

COVID-19 restrictions resulted in autonomy need frustration in consumers, which induced psychological reactance and perceived stress. Psychological reactance positively impacted, while perceived stress negatively impacted revenge buying intentions. Thus, revenge buying was observed only when the psychological reactance was more than perceived stress.

This study, conducted in only one country with a limited convenience sample, limits the generalizability of findings.

This research model the psychological consequences of need frustration to explain the sporadic incidences of revenge buying in retail outlets. Further, it proposes sales recovery strategies for retailers in the immediate post-pandemic market scenarios. Retailers' strategies should focus on alleviating stress and anxiety because of health concerns, highlighting the retail buying experience to stimulate the need to visit the outlet and positioning retail buying as a potential reactance response by consumers.

Short-term changes in consumers' shopping behaviour due to the Covid-19 pandemic have been studied, but not the long-term effects. This study fills this gap by exploring the long-term changes in consumers' retail shopping behaviour, due to their experiences of the Covid-19 pandemic.

Qualitative data were collected from one hundred fifty-nine respondents, and grounded theory approach was applied for interpretation. Gioia thematic analysis method, open coding, and axial coding were used for analysis.

Individuals who positively approached their experiences during the Covid-19 demonstrated increased pro-sustainable and pro-environmental self-identity, resulting in sustainable consumption and a shift to online shopping. Individuals having overpowering negative experiences demonstrated heightened fear of missing out (FOMO), loss aversion, and rumination. While shopping, they demonstrated herd behaviour and shifted to online shopping.

This study highlights emotional and psychological mechanisms influencing long-term changes in consumer shopping preferences post Covid-19 pandemic. The generalizability of the findings is limited due to the study's exploratory nature and the sample size.

This study contributes to shopping behaviour literature by uncovering novel constructs of self-identity, loss aversion, FOMO, and rumination as antecedents to long-term shopping behaviour changes post-Covid-19. It provides a new conceptual model of consumers' shopping behaviour, which may be empirically validated.