‘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.     

Drivers of consumer adoption of e-Commerce: A meta-analysis

E-commerce has significantly reshaped consumers’ shopping processes and habits. The need to understand the key drivers of online shopping has received keen attention and fueled a rich strand of studies. To help managers and researchers synthesize this growing body of evidence, we conducted a comprehensive meta-analysis to unearth the factors that influence consumers’ online shopping. Our main takeaways reveal that the most important drivers of online shopping (a) conform to the TAM and TPB theories, in addition to (b) website characteristics and past experience. In particular, the multiple predictors are strongly related to online purchase intentions and purchase behavior, where attitude and convenience show the strongest impact. Furthermore, moderator analyses indicate that cultural traits have specific moderating effects on the links between purchase intention and some of its drivers. For instance, power distance and uncertainty avoidance have a positive effect, while individualism, indulgence and masculinity have a negative one. Finally, we apply meta-analytic structural equation modeling to test a conceptual framework including four groups of drivers (consumer–channel interactions, website characteristics, social influence, and consumer characteristics) and different aspects of online shopping. The findings provide valuable insights for online shopping research and practice.     

虚拟社区、在线口碑与消费者行为

随着电子商务的发展,虚拟社区成为消费者分享个体购物经验、消费体验和沟通信息的重要场所,消费者在购物时也将虚拟社区中的口碑信息作为重要参考依据。本文在对国内外相关文献的研究基础上,构建出在线口碑对消费者行为的影响因素模型,并运用因子分析法对假设的模型进行了修正,发现口碑信息源因素、口碑信息传播方向因素、社区成员自身因素、社区成员互动因素和产品因素,在网络口碑对虚拟社区成员消费行为的影响过程中起了很大作用;企业若要利用好口碑信息就应提供充足的口碑信息,增加信息的可信度,提高在线口碑作为反馈机制的效益,提高在线口碑的间接收益,并掌握处理负面口碑的应急之策。     

Conflicting attitudes and scepticism towards online shopping: the role of experience

Researchers typically study how levels of risk perception about online shopping affect whether and how consumers use the channel to buy products. In this paper, we propose to study how different types of attitudes towards online shopping are formed when consumers consider both the benefit and the risk of using the Internet to do their shopping. We consider the possibility that general types of attitudes are formed when consumers' perception of the risk and the benefit of using online shopping conflict. We pay particular attention to the concept of online shopping scepticism where consumers may fully realize the benefit of using the Internet to do their shopping, but also express a certain level of concern about the risk of using that channel. In the risk literature, researchers have shown that experience and increased exposure to a particular technology usually involves the accumulation of more and better knowledge that in turn may lead to a reduction in the perception of the risks involved. In this research, we also explore the role of experience in the context of consumers' intention to use online shopping. More specifically, we postulate that online shopping experience has a direct effect as well as an indirect effect on the intention to use online shopping. Experience with online shopping directly increases the consumer's intention to use the Internet to buy products but it also reduces the degree of scepticism and risk aversion, and that in turn, also increases the intention to use online shopping.     

Online shopping continuance after COVID-19: A comparison of Canada,Germany and the United States

The COVID-19 pandemic brought about an increase in online shopping because of government-imposed restrictions and consumer anxiety over the potential health risk associated with in-store shopping. By end of 2021, many health concerns had been alleviated through efforts such as vaccinations and reductions in hospitalizations in certain countries. Some governments started to relax their restrictions and consumers started to return to in-store shopping, creating the possibility that the volume of online shopping would decrease once stores reopened. However, consumers may continue to shop online more than they did prior to the pandemic because of their experience during the lockdown. This study seeks to understand the factors that explain the potential of online shopping continuance. A novel model is constructed by extending ES-QUAL, and adding hedonic motivation, social shopping and health susceptibility as mediators. Empirical data is collected from Canada, Germany and the US. We find that convenience and efficiency, as well as security for some females, are important factors contributing to online shopping's perceived usefulness and, ultimately, intentions to continue shopping online. In addition, creating an enjoyable online shopping experience adds to these continuance intentions.     

消费者对网上购物的风险认知及影响因素

风险认知是影响消费者网上购物的重要因素。网上购物的风险,主要包括财务风险、性能风险、身体风险、时间风险、隐私风险、心理风险和社会风险等维度。影响消费者网上购物风险认知的因素,主要有网络使用经验、网上购物经历、产品知识、创新性等。采取一些适当的措施,可以有效地降低网上购物的风险认知。     

基于消费者体验的在线购物价值研究

伴随着在线零售的迅速发展,在线购物体验及其衍生的购物体验价值日益受到学术界和实务人士的重视。基于消费者体验视角,本文考察了在线购物体验的四个维度,即感官体验、实用体验、认知体验与关系体验,识别出在线购物体验价值的四种类型,包括经济性价值、社会性价值、享乐性价值以及利他性价值——本研究证实的一种新的购物体验价值,发现消费者感知的在线购物体验会正向影响购物体验价值,后者又会对在线购物意向产生正向影响。研究还发现,性别、互联网经验、网购年龄及网购频率会影响消费者的在线购物体验及体验价值感知。     

An empirical analysis of online shopping adoption in Beijing,China

The Internet is a global communication medium that is increasingly being used worldwide as an innovative tool for marketing goods and services. At the end of 2010, Internet users in China reached 420 million. However, online shopping in China is not widely practiced and organisations investing in B2C online shopping need to understand the factors that affect Chinese consumers′ online buying behaviour. This research develops a theoretical research model as a framework to identify the key decision factors influencing Chinese consumers′ to shop, or not to shop online. A self-administered questionnaire was used to gather information from 435 respondents in Beijing, China. The empirical analysis identifies and ranks seven important decision factors: perceived risk, consumer resources, service quality, subjective norms, product variety, convenience, and website factors. All of these decision factors impact on Chinese consumers′ adoption of online shopping. Moreover, managerial implications and recommendations are also presented.     

消费者网络购物影响因素分析

对中国消费者网上购物的动机、决策过程等进行研究,识别影响消费者网上购物的主要因素,有助于促进我国网络购物有序、健康的发展。研究结果表明,城市消费者网络购物意愿受文化程度、网络应用技能、网络购物的安全性等因素的影响比较显著,而消费者的年龄、收入状况、便利性评价等因素影响较弱。     

电子商务环境对消费者传统购物行为的影响

网上购物的出现对传统购物产生了各种各样的影响,本文通过对大学生网上购物行为的问卷调查,采用统计分析的方法,研究了电子商业条件下网上购物对传统购物的影响因素。研究发现网上购物的时间效率、商品信息与商品价格、商品种类、物流配送和支付情况,对消费者购物行为产生了较大影响。     

中国消费者的购物价值研究:以零售经销店为切入点(英文)

本文旨在探讨中国消费者的购物价值。在利用定性研究所获得的购物价值维度的基础上,本文还采用量化研究来进一步评估消费者在两类零售经销店——百货商店和超型市场中的购物体验及相应的购物价值观。研究结果表明,中国消费者倾向于同时到上述两类零售经销店购物,并从中获得自我满足感和实现社会交往;同时,他们在百货商场获得更多的享乐性购物价值,而在超市里则获得更多的实用性购物价值。这些研究结果凸显了购物体验和购物价值对中国消费者的重要性。     

A consumer typology based on e-service quality and e-satisfaction

The increasingly systematic use of the Internet in consumers’ decision-making processes, coupled with the development of e-commerce, has led researchers and practitioners to examine issues concerning service quality and satisfaction in an online context. This paper proposes a post-hoc predictive typology of e-satisfaction based on four dimensions of e-service quality. A sample of 1144 French consumers recruited on websites from three different industries (online travel, cultural goods (books, CDs, DVDs, etc.), and electronics goods) was used to generate the proposed typology. Using a mixture modeling regression, five groups of consumers who differed in terms of e-satisfaction and e-service quality were identified: the ‘involved’, the ‘browsers’, the ‘fun seekers’, the ‘careful’ and the ‘surfers’. All the four e-service quality dimensions investigated were found to influence e-satisfaction. Theoretical and managerial implications are discussed.     

Combining channels to make smart purchases: The role of webrooming and showrooming

In this study, the authors analyse the influence of specific combinations of online and physical channels (webrooming and showrooming) on the customer experience, specifically, on smart shopping perceptions and feelings. Taking into account that cross-channel consumers are driven by different motivations, the influence of shopping motivations is controlled. The results of an experiment in the fashion industry show that webroomers have greater perceptions of time/effort savings and of making the right purchase, and greater smart shopping feelings, than showroomers. Furthermore, webrooming leads to higher personal attribution than showrooming, meaning that consumers feel responsible and in control of their purchase outcomes. Personal attribution then mediates the impact of webrooming on smart shopping feelings. Although companies may have difficulties in tracking consumers’ use of online and offline channels, their enhanced control over the process may improve their experience through smart shopping perceptions and feelings.     

基于购买决策的网络购物感知风险

消费者消费观念的转变,使得网购从尝试性形态逐步向日常形态转变。由于网络购物在时间和空间上的特殊性以及心理和社会原因,使得消费者在网购与实体购物时所感受的风险存在较多差异,往往感到网购比实体商店购物存在更高的风险。相对于实体购物,影响网络购物感知风险的因素主要集中在消费者、商品、零售商和技术四方面。商家要消除由于信息的失衡给消费者带来的不安全感,同时,还需要商家具有广泛的营销手段和工具,从而提高企业的产品或品牌被消费者选择的可能性。     

Showrooming,Webrooming, and User-Generated Content Creation in the Omnichannel Era

Omnichannel retailing characterizes a seamless and integrated approach of diverse retail channels. Showrooming and webrooming are prominent shopping trends among consumers in omnichannel retail. The purpose of this study was to examine (1) whether omnichannel consumers’ psychographic characteristics (i.e., information attainment, price comparison, social interaction, assortment seeking, and convenience seeking) had an influence on showrooming and webrooming, which then had an influence on omnichannel consumers’ user-generated content creation intention on social media and (2) whether the social-local-mobile (SoLoMo) experience moderated the links between omnichannel consumers’ showrooming/webrooming and user-generated content creation intention. An online survey was administered to a total of 680 omnichannel consumers with showrooming and webrooming experience from a U.S. consumer panel. This study found that omnichannel consumers’ showrooming and webrooming positively affected user-generated content creation intention on social media. Omnichannel consumers’ information attainment, price comparison, and social interaction positively affected showrooming. Information attainment, social interaction, and assortment seeking positively affected webrooming. The SoLoMo experience moderated the link between webrooming and user-generated content creation intention on social media. Managerial implications were discussed.     

旅游购物顾客价值分析与顾客价值链构建——基于体验视角

旅游购物是旅游活动的重要组成部分,游客在旅游购物中获取的价值对旅游活动的整体价值感知具有很大影响。本文基于体验视角,将旅游购物顾客价值解析为实用性价值、情感性价值、社会性价值和体验性价值四个维度,并在此基础上构建了旅游购物顾客价值链,指出体验活动是其中的关键环节。     

Please explain why it happened! How perceived justice and customer involvement affect post co-recovery evaluations: A study of Iranian online shoppers

As online shopping is growing, the probability of service failure is increasing, too. Therefore, online retailers need to employ particular recovery strategies in online setting. Online shopping relies more on information and communication rather than traditional shopping. In addition, involving consumers in co-recovery procedure triggers them to perceive post-recovery satisfaction higher than usual, hence, resulting enhancement behavioral intentions (i.e. positive word-of-mouth, repurchase intention, loyalty, intention to future co-creation). While recent researches in online shopping did not examine the impact of informational justice and co-recovery, this study aims to investigate the influence of four justice dimensions (e.g. distributive, procedural, interactional and informational) by mediating role on involvement on post-recovery satisfaction. Thus, a scenario-based, between-subjects experiment was performed to reduce extreme memories and biases of the subject matter. A sample of 278 Iranian online shoppers from two shopping websites (i.e. Digikala and Bamilo) was employed to analyze data. Covariance-Based Structural Equation Modeling (CB-SEM) was employed to analyze data. First, the measurement model was performed to check validity and reliability of the constructs involved in the conceptual framework. Then, proposed hypotheses were tested using structural model. Results show that justice dimensions are positively associated with post-recovery satisfaction. Also, it is confirmed that involvement is mediator between justice dimensions and satisfaction, which means customers participation in recovery procedure is necessary in online post-recovery assessment. These findings also suggest that informational justice should be consider as a crucial factor in online shopping, particularly online recovery. Results suggest that managers should be generous to share information with customers and explain them what is the reason of failure, in detail. Finally, post-recovery satisfaction is positively related to behavioral intentions such as positive word of mouth, loyalty; repurchase intention and future co-creation tendency.     

The effects of benefit-driven commitment on usage of social media for shopping and positive word-of-mouth

Shopping on social media (SM) is more popular now than ever. SM enables interactive communication among users and provides great opportunities for marketers and advertisers to reach out to consumers. While SM has potential as a marketing platform, not much is known whether consumers perceive benefits of SM as a shopping platform and how such perceived benefits can drive their shopping activity on SM. The purpose of this study is to examine the relationship between consumers’ multi-dimensional perceived SM benefits, their commitment to SM, the actual usage of SM for shopping purposes, and their willingness to spread positive comments about their shopping experience on SM. Results of an online survey (N = 325) successfully confirmed the proposed model: consumers perceive functional, experiential, and/or symbolic benefits from using SM, show calculative, affective, and/or normative commitments, use SM for shopping purposes, and engage in generating positive electronic word-of-mouth. This research contributes to the literature by revisiting SM as an emerging shopping platform and empirically validating the conceptual model that lays out the motivational processes underlying shopping via SM.     

Why do some consumers shop in this pharmacy? A cross-check of vulnerable characteristics and store types

Research on vulnerable consumers remains unfailing in macromarketing and social marketing. Yet it is unclear how to operationalize the vulnerable consumers by demographics and further to this it is rarely touched how the vulnerable consumers defined by different measures make decision when choosing the place to shop especially in pharmacy retailing sector. The authors conduct a comparative study of variously-defined vulnerable consumers for their shopping store types in an urban Chinese city to investigate how people with distinct backgrounds develop their decision making rules and choose different types of retail pharmacies. This paper casts light on customer heterogeneity associated with different dimensions of vulnerability by using consumer demographics, and indicates that four dimensions of vulnerability exist as cognitive capability, social relations, behaviors, and the institutional protection in health-related sector. These four aspects of vulnerability play a significant role in identifying different shop selection patterns. Findings suggest that efforts to boost store patronage targeting on various consumer groups should have different strategies to reach consumers’ mindsets.     

Consumer Perceptions of Privacy and Security Risks for Online Shopping

Government and industry organizations have declared information privacy and security to be major obstacles in the development of consumer‐related e‐commerce. Risk perceptions regarding Internet privacy and security have been identified as issues for both new and experienced users of Internet technology. This paper explores risk perceptions among consumers of varying levels of Internet experience and how these perceptions relate to online shopping activity. Findings provide evidence of hypothesized relationships among consumers’ levels of Internet experience, the use of alternate remote purchasing methods (such as telephone and mail‐order shopping), the perceived risks of online shopping, and online purchasing activity. Implications for online commerce and consumer welfare are discussed.