Re-examining online customer experience to include purchase frequency and perceived risk

This research examines the important emerging area of online customer experience (OCE) using data collected from an online survey of frequent and infrequent online shoppers. The study examines a model of antecedents for cognitive and affective experiential states and their influence on outcomes, such as online shopping satisfaction and repurchase intentions. The model also examines the relationships between perceived risk, trust, satisfaction and repurchase intentions. Theoretically, the study provides a broader understanding of OCE, through insights into two shopper segments identified as being important in e-retailing. For managers, the study highlights areas of OCE and their implications for ongoing management of the online channel.     

Consumer values,the theory of planned behaviour and online grocery shopping

Taking a hierarchical value‐attitude‐behaviour approach, this study empirically tests relations of consumer personal values, attitude, social norm, perceived behavioural control (PBC) and willingness to buy groceries online. The study distinguishes three groups of consumers: consumers who have not yet bought anything on the Internet; consumers who have bought something on the Internet – but not groceries; and consumers who have bought something on the Internet – including groceries. Data were collected from an online survey of Swedish consumers (n = 1058) using self‐administered questionnaires. The findings suggest that consumers may link personal values to attitude towards online grocery buying – but also that this relation may be moderated by whether the consumer previously has carried out an online purchase or an online grocery purchase.     

What beliefs underlie decisions to buy groceries online?

Online grocery shopping has become increasingly popular in many countries due to Covid-19. Although there is plenty of research on consumer adoption and use of online grocery shopping, only a few studies focus on understanding the underlying beliefs of experienced buyers. Using the Theory of Planned Behaviour and following its recommendations, the present study set out to explore the actual beliefs that underlie attitudes, subjective norms and perceived behavioural control to buy groceries online among those who have been doing it regularly for a longer time. A structured qualitative approach, in this case an elicitation study, was applied to uncover the shared ideas, modal salient beliefs, among a group of experienced buyers (n = 14). The study found that time-saving and convenience, which for many meant avoiding the discomfort of in-store shopping, combined with assisted meal planning and simultaneous ordering were considered important for experienced online shoppers. This suggests that further assistance in the planning to order process may be welcome, including more proactive prompts and suggestions. The quality of perishable goods was still a concern after months of online shopping, along with a limited product range, which for some had meant less variation in meals. Suboptimal user interface and delivery-related inflexibility caused some concern. Retailers in the grocery business stand before major capital expenditure if they wish to expand their online offerings and services. The study at hand provides valuable initial insight into what drives consumer behaviour in this respect.     

Exploring the choice between in-store versus online grocery shopping through an application of Semi-Compensatory Independent Availability Logit (SCIAL) model with latent variables

This paper examines individuals' choice of in-store and online grocery shopping channels using stated preference (SP) choice experiments. The study uses 1,391 records from a stated preference choice experiment in the Greater Toronto Area (GTA), Canada. It applies a Semi-Compensatory Independent Availability Logit (SCIAL) Model with latent variables. The methodology accounts for semi-compensatory choice behaviour through probabilistic choice set formation considering effects from socioeconomic and psychological variables. This study demonstrates the advantage of considering probabilistic choice set formation and semi-compensatory behaviour in modelling the adoption of innovative products. Empirical results reveal that shoppers demonstrated similar myopic behaviours once they firmly considered in-store grocery and subscribed free delivery services in their choice sets. They are equally likely to choose both channels without careful comparison to alternative channels once they firmly consider both channels in the choice set. However, considering the latter in choice sets is much costlier than in-store shopping. Therefore, in-store grocery shopping will still dominate the grocery shopping channel unless all home delivery services become free. Moreover, grocery shoppers value same-day delivery service. For typical delivery services charged between $4 and $20 in the GTA, Canada, grocery shoppers are willing to pay between $3.91 and $8.44 for same-day delivery. The latent variable describing shoppers’ perceived pandemic fear significantly contributes to the choice set inclusion probability of in-store grocery pick-up services, but the effect is not significant for other home delivery channels. This highlights heterogeneity in grocery shoppers' choice behaviour within the online channel.     

Role of multidimensional customer brand engagement on customer behavior for online grocery shopping

This study aims to understand the relationship between environmental consciousness and multidimensional (i.e., cognition, affection, and activation aspects) of customer brand engagement (CBE) in relation to online grocery shopping. It also investigates the moderating effect of customer characteristics on the associations among environmental consciousness, CBE, and behavior intention. 358 Korean respondents took part in this research using an online survey to assess the impacts of multidimensional CBE for online grocery. The outcomes reveal that environmental consciousness positively influences cognition and activation aspects of CBE. Additionally, activation, affection, and cognition aspects of CBE positively affect behavioral intention. Multi-group analysis is performed to identify the difference among customers in low and high customer characteristics. In addition, by demonstrating a role for CBE, this study adds to the existing literature on online grocery. Furthermore, the outcomes of this research provide direction for building marketing strategies for online groceries for marketers and practitioners.     

‘Online Omnivores’ or ‘Willing but struggling’? Identifying online grocery shopping behavior segments using attitude theory

The landscape of grocery shopping is changing fast. Online retailing via home delivery or ‘click and collect’, convenience stores and various hybrid shopping channels are gaining popularity with some consumers, but not with others. The central premise of this paper is that focusing on the ‘average grocery shopper’ is not very helpful if the objective is to understand recent and future changes in grocery shopping. There are few recent studies that have identified groups of individuals using online and multi-channel shopping by considering both observable behavior and associated attitudes – feelings, beliefs, opinions and behavioral dispositions – and by drawing explicitly on attitude theories from social psychology. The current paper thus aims to identify and describe groups of grocery shoppers using a psychographic segmentation approach that is explicitly grounded in the Theory of Planned Behavior (TPB) (Ajzen, 1991) and its close cousin, the Technology Acceptance Model (TAM) (Davis et al., 1989). Primary data were collected through a self-completion questionnaire that produced a largely representative study sample of 2032 grocery shoppers across the United Kingdom, Europe's largest market for online grocery shopping. A principal component and two stage cluster analysis methodology was implemented to identify five well-defined and highly interpretable segments according to their attitudes, norms, perceptions and beliefs, then profiled by their socio-economic and grocery shopping characteristics. The segments reveal a range of different grocery shopping preference levels, from those ‘super-shoppers’ (Flynn and Goldsmith, 2016) who are clearly attracted to the online experience and want more (‘Intensive Urbanites’, ‘Online Omnivores’) to those who appear resistant and socially responsible towards the adoption of online shopping services (‘Resisting and Responsible’). The key distinguishing features of these segments suggest that shoppers might be attracted to or repelled from online shopping for reasons of convenience, perceived benefits, costs and risks, technology affect, time pressures and fit into daily schedules (perceived behavioral control), as well as social and environmental dimensions of personal norms and beliefs.     

Regulatory focus as a moderator of retail shopping behaviour

This paper examines the effects of regulatory focus orientation on several aspects of consumer retail shopping behaviour such as shopping values, impulsiveness, shopping duration, repurchase intention and word-of-mouth communication. Theoretical propositions were developed banked on relevant literature. A structured questionnaire is used to collect data across several retail formats (n = 300). Statistical techniques such as MANOVA and t-test were used to analyse the data. Results reveal that promotion-focused shoppers report higher levels of hedonic shopping values, and impulsiveness, whereas prevention-focused shoppers report higher levels of utilitarian shopping values, shopping duration, repurchase intention and word-of-mouth communication. Discussion of the results and their theoretical and managerial implications, limitations of this study and its future research scopes are further discussed.     

Determinants of consumers' repeat online buying of groceries

Abstract

This study developed and empirically tested a model for understanding what factors determine repeat buying behaviour of already experienced online grocery consumers. Data were collected from 198 consumers who currently buy groceries via the Internet. The obtained Lisrel results suggest that consumers' attitude towards online grocery buying is positively affected by perceived offline physical effort and negatively affected by offline shopping enjoyment. Multi group analysis shows that the strength of these relations differed across several consumer characteristics. Also, it was found that a perceived high Internet grocery risk does not form an action barrier for consumers who already have a positive attitude towards online grocery buying. The results also indicate that consumers may hesitate from repeat online buying if they are faced with high online complexity. Implications and future research directions are discussed.     

Exploring night-time grocery shopping behaviour

Recent legal and societal developments have provided an impetus for rethinking retail opening hours in many European countries. In many of these countries, large supermarket chains are now developing an interest in extending their opening hours to a 24-hour regime. This paper discusses the conceptual foundations for understanding night-time shopping behaviour both from a sociological and a consumer research perspective. It also presents exploratory evidence from a study combining participant observation with a survey of 146 night-time grocery shoppers in a large supermarket in the Republic of Ireland. The results indicate that with a proliferation of ‘unconventional’ lifestyles among modern consumers, night-time supermarkets offer a service that is highly appreciated by parts of the Irish population. The study also shows that despite the prevalence of functional motivators for night-time grocery shoppers, the hedonic and social aspects of this shopping behaviour should not be overlooked. The paper finishes by developing a research agenda for consumer behaviour in the new 24-hour society.     

Buying Groceries in Brick and Click Stores: Category Allocation Decisions and the Moderating Effect of Online Buying Experience

The large majority of online grocery shoppers are multichannel shoppers who keep visiting offline grocery stores to combine convenience advantages of online shopping with self-service advantages of offline stores. An important retail management question, therefore, is how these consumers divide grocery purchases across the retailer's online and offline channel. We provide a comprehensive analysis of the impact of category characteristics on the allocation pattern of multichannel grocery shoppers and find that category allocation decisions are affected not only by marketing mix differences between the online and offline channel, but also by intrinsic category characteristics like perceived purchase risk and shopping convenience. In addition, we examine the effect of online buying experience. In line with expectations, we find that it can affect allocation patterns in different ways: (i) it attenuates the perceived risk of buying sensory categories online, thereby reducing differences in online category share, (ii) it reinforces marketing mix (assortment) effects, thereby making online category share differences more pronounced, and (iii) it has no effect for factors such as promotions that are easy to evaluate without experience, thereby leaving the online category share stable. In addition to different experience effects across allocation factors, we also observe variations in experience effects across consumer segments.     

Impulsive purchasing in grocery shopping: Do the shopping companions matter?

Impulsive purchasing occurs when consumers succumb to urges to make purchases without careful evaluation. Unlike research examining personal factors as the predictors of impulse purchase behavior, our study incorporates internal and external factors by exploring the interpersonal influences of different types of shopping companions. A survey was conducted with 791 participants who indicated the types of companions they accompany when grocery shopping and reported how each type influences their purchase decisions. Results show that parents and spouses are the most common shopping companions and the most influential on the shoppers' impulse purchase decisions compared to other types of companions (e.g., significant others, colleagues, children, friends, and other shoppers). Additionally, the effect of different shopping companions varies based on the shoppers' internal characteristics and the social distance between the shopper and the shopping companion. Finally, while individual factors (e.g., age, gender, income, education, impulsivity, and emotional susceptibility) significantly affect shoppers’ impulse purchase decisions, the magnitude and direction of the effect of these factors differ significantly based on the type of shopping companion.     

Perceived risk and mail order shopping for apparel

The purpose of this study was to explore the relationship between perceived risk regarding apparel selection and mail order shopping. One-hundred and two adult women from a medium-sized midwestern city in the U.S.A. participated in a telephone survey. Factor analysis uncovered four distinct types of risk associated with mail order shopping: economic, performance-related, physical and social/psychological. Multivariate and univariate analyses revealed that economic risk was the only risk that was significantly different from other categories of risk. A Scheffé post hoc comparison indicated that economic risk was higher for respondents who were non- or infrequent mail order shoppers than for frequent mail order shoppers. These results contribute to the literature on mail order shopping by isolating the product category of apparel. The results can aid catalogue and other direct marketing companies by suggesting that they focus on alleviating economic losses of future clients, thereby making it easier for consumers to capitalize on the convenience features of this patronage mode.     

The role of the brand in driving online loyalty for multichannel retailers

Multichannel retailers offer shoppers the possibility to cross channels to complete their shopping process. Multichannel retailers, unlike pure online sellers, offer shoppers multiple contact points to experience the brand. Also, multichannel retailers can leverage the trust and attachment to their brands that has been built with their offline presence to drive customers to buy online. Our paper explores the role of the customer relationship with the brand, with variables such as brand trust, brand attachment and length of brand relationship, as drivers of loyal behaviours towards the online channel. We compare the impact of these variables with those of the technology acceptance model. Multiple linear regression analysis is applied to data collected through a survey answered by 1533 multichannel retail shoppers in two product categories (apparel and consumer electronics) in two countries (UK and Spain). Our findings show that both brand trust and brand attachment have a positive impact on loyal behaviours towards the online channel, and that different loyalty behaviours, i.e. purchase intentions, word of mouth and electronic word of mouth are explained by different variables.     

The Impact of the Multi-channel Retail Mix on Online Store Choice: Does Online Experience Matter?

More and more grocery retailers are becoming multi-channel retailers, as they are opening an online alternative next to their traditional offline supermarkets. While the number of multi-channel grocery shoppers is also expanding at a fast growth rate, there are still large differences in online shopping frequency, and as a result, in the levels of experience with buying in the online grocery channel. This study wants to (i) identify the underlying drivers of online store choice and (ii) explore if and how these drivers change when multi-channel shoppers gain online grocery shopping experience. We investigate this question with an online store choice model using purchase data of an extensive UK household panel over a two-year period, covering all multi-channel retailers in the grocery market. Our results show that multi-channel shoppers, at the start of online grocery shopping, tend to select the online store belonging to the same chain as their preferred offline store, especially when the online store is strongly integrated with the offline store in terms of assortment. When online grocery shopping experience increases, multi-channel shoppers’ focus shifts from a comparison within a chain across channels to a comparison across chains within the online channel, resulting in an increasing importance of online assortment attractiveness and online loyalty when choosing an online store.     

The impact of perceived similarity to other customers on shopping mall satisfaction

This study highlights the role of social presence with other consumers in influencing consumers' satisfaction evaluations by exploring a question: can non-interactive social presence of other people affect satisfaction with shopping mall experience? Based on Latané's (1981) social impact theory and Byrne's (1971) similarity-attraction paradigm, this study posits that a mere presence of other shoppers can be influential when there is perceived similarity between a customer and others. Further, the similarity perception is hypothesized to influence customer's mall satisfaction through affective and cognitive processes. The findings from a large-scale online survey with consumer panel subjects in the U.S. support all study hypotheses.     

Studying patterns of consumer's grocery shopping trip

Previous research on (grocery) shopping trips has focused on studying the relationship between shopping frequency and shopper's demographic characteristics. Recognizing that shoppers are heterogeneous in terms of their shopping trip regularity as well as shopping frequency, we propose a mixture model of the exponential and the Erlang-2 distribution with heterogeneous frequency for shopping trip intervals. Applied to IRI (Information Resources, inc.) shopping trip data, we found that 70 percent of shoppers visit grocery stores with random intervals and 30 percent with relatively fixed intervals. We also found clear differences between these “random” and “routine” shoppers in terms of several demographic and purchase behavioral characteristics. The “routine” shoppers are identified to have higher opportunity costs which make it difficult for them to visit grocery stores more often and/ or to switch stores. However, they spend more dollars for a given shopping trip. Finally, we discuss managerial iniplications of segmenting shoppers by their shopping trip regularity.     

Comparing online and non‐online shoppers

A web‐based survey was completed by 130 faculty and staff from a university located in the south‐eastern United States. The purposes of this study were to investigate: (a) consumer characteristics related to online shopping; (b) benefits of online shopping as perceived by online shoppers; and (c) concerns about online shopping as perceived by non‐online shoppers. Responses were analysed using SPSS for tests of chi‐square. Findings suggest that the differences between online shoppers and non‐online shoppers correspond with Rogers’ 1 categories of adopters, and that the educational needs of consumers also differ based on their previous experience with online shopping.     

Understanding the role of situational factors on online grocery shopping among older adults

This paper seeks to identify the situational factors that drive the adoption of online grocery shopping among older adults. A two-step research process is employed. First, exploratory qualitative research is carried out to identify situational factors that older adults take into account when deciding whether to buy groceries online. This is followed by a conjoint experiment to determine which situational factors are considered most important when making such a decision. The sample consisted of 9 participants in the in-depth individual interviews and 206 respondents in the conjoint experiment. The findings indicate that health, mobility issues, and distance to a store are the most important situational factors driving older adults to buy groceries online. Moreover, the findings confirm that the adoption of online grocery shopping among older adults is a result of a complex trade-off of situational variables. The findings contribute to managerial practice by providing online grocery retailers with insight that can be applied when designing promotional programs targeted at older adults.     

Influences of retail brand trust,off‐line patronage,clothing involvement and website quality on online apparel shopping intention

This study examines the influence of retail brand trust, off‐line patronage, clothing involvement, and website quality on online apparel shopping intention for young female US consumers. Data for this study were collected from 200 young female consumers who completed an online survey. Participants were asked to select one of three pre‐determined apparel retail brands that they have either had experience with or were familiar with. Respondents were then asked to keep their selected retailer in mind when completing the questionnaire and were also asked to briefly visit the retailer's website shopping for a shirt or blouse. Factor, correlation and multiple regression analyses were conducted to test our hypotheses. Retail brand trust, off‐line patronage, clothing involvement and two factors of website quality (usability and information quality, visual appeal and image) were found to significantly influence online apparel shopping intention. Off‐line patronage was the strongest predictor of online shopping intention. Implications for multi‐channel apparel retailers were discussed based on these findings.     

Perceived value,transaction cost,and repurchase-intention in online shopping: A relational exchange perspective

This study proposes a framework to understand the impacts of both value-related and transaction cost-related factors on repurchase intention from online shoppers' perspective. In particular, this study defines the construct of cost as a three-component conceptualization (i.e., information searching cost, moral hazard cost, and specific asset investment). Based upon empirical evidence on a survey of 887 online shoppers, this study shows that consumers' perceived value and each cost component are positively related to repurchase intention. Importantly, information searching cost exerts the most significant influence on repurchase intentions among the four relational factors. The result suggests that providing sufficient cues to reduce consumers' information searching cost is the core element of repurchase intention formation. This article closes with theoretical and practical implications.