Following the breadcrumbs: An analysis of online product review characteristics by online shoppers

Consumer-generated product reviews are a driving force behind online purchases; at the same time, unfavorable reviews can discourage interested online shoppers and eventually hurt the brand. The objective of this exploratory study was to analyze a diverse range of characteristics and the valence of online product reviews that would aid in responding to customer dissatisfaction. Product reviews (N = 1982) from Amazon.com were collected and content analyzed. Some of the key findings include the following: (a) price was the most commonly discussed product feature; (b) online shoppers found two-sided reviews to be most informative, contradicting the commonly held assumption that negative reviews were more informative and diagnostic in nature; and (c) ‘no action’ was the most common end action across two-sided and negative reviews, indicating that varying levels of dissatisfaction might not always lead to a negative end action. Implications for marketers are discussed.     

Profiling shoppers’ coping behaviours during a pandemic crisis: A regulatory focus perspective

Using the regulatory-focus theory (i.e. promotion- and prevention-focused concepts), the research investigates shoppers' positive/negative coping behaviours and segmentation linked to COVID-19. Supported by an online survey with 213 shoppers conducted after the first national lockdown (March 2020), factor analysis identified a set of four shopping factors meaningful to profile shoppers’ coping behaviours and segmentation. Positive coping is represented by quality-, price- and brand-focused shopping factors, whereas negative coping is represented by store-focused. The resultant three shopper segments are known as the mindful shopper (positive and negative coping), and the indulgent and the optimal shoppers (more positive coping).     

Drivers of E-store Patronage Intentions: Choice Overload,Internet Shopping Anxiety,and Impulse Purchase Tendency

The dotcom era has infused a rapid increase in the usage of e-commerce in India, making online shopping the new way of retailing. This study investigates online consumers’ e-store patronage intentions, specifically modeling the ties from broad dispositional traits including choice overload, Internet shopping anxiety, and impulse purchase tendency among online shoppers. Based on the responses of 243 online shoppers, the findings suggest that consumers’ e-store patronage has a positive relationship with choice overload such that availability of larger assortments online results in a higher possibility of consumers’ patronage toward such e-tailers. Choice overload in the online context was also found to positively influence consumers’ impulse purchase tendency and showed a positive effect on Internet shopping anxiety. Furthermore, results indicate that the impulse purchase tendency of online shoppers had a significant positive effect on e-store patronage intentions, while Internet shopping anxiety was found to negatively affect the patronage intentions of shoppers.     

The impact of university brand identification and eWOM behaviour on students’ psychological well-being: a multi-group analysis among active and passive social media users

ABSTRACT

Encouraging students to share positive online reviews should not be regarded only as a marketing tool. This study aims to examine (i) the relationship between positive online reviews behaviour for university and students’ well-being; and (ii) the impact of eWOM behaviour on students’ psychological well-being among active (those who share and read information) and passive (those who only read information) social media users. An online survey was conducted to examine the interplay of university brand identification, positive eWOM behaviour, and university life satisfaction on students’ psychological well-being. Results found that students who share positive reviews about university on social media tend to have better psychological health. This study also revealed that active social media users benefit more in terms of well-being through sharing positive online reviews about their universities. Implications for theory and practice of social media marketing in the higher education context are discussed.     

Online grocery shopping: the impact of shopping frequency on perceived risk

Online grocery shopping has enjoyed strong growth and it is predicted this channel will continue to grow exponentially in the coming years. While online shopping has attracted an abundance of research interest, examinations of online grocery shopping behaviour are only now emerging. Shopping online for groceries differs considerably from general online shopping due to the perishability and variability of the product, and frequency of the shopping activity. Two salient gaps underpin this research into online grocery shopping. This study responds to calls to investigate the online shoppers’ experience in the context of online purchasing frequency. Second, this study examines the mediating effect of perceived risk between trust and online repurchase intention of groceries. An online survey was employed to collect data from shoppers who were recruited from a multi-channel grocery e-retailer’s database. The online survey, comprising 16 reflective validated scale items, was sent to 555 frequent and infrequent online grocery shoppers. Results find that while customer satisfaction predicts trust for both infrequent and frequent online grocery shoppers, perceived risk fully mediates the effect of trust on repurchase intentions for infrequent online grocery shoppers. Furthermore, path analysis reveals that the developed behavioural model is variant across both groups of shoppers. Theoretically, we provide a deeper understanding of the online customer experience, while gaining insight into two shopper segments identified as being important to grocery e-retailers. For managers, this study tests an online customer behavioural model with actual purchasing behaviour and identifies the continued presence of perceived risk in grocery e-retailing, regardless of purchase frequency or experience.     

Consumer Shopping Styles and Online Shopping: An Empirical Study of Indian Consumers

ABSTRACT

The generalizability and applicability of the Consumer Shopping Inventory (CSI) scale on Indian sample in predicting online shopping behavior was examined. CSI scale has been adapted by researchers to validate its applicability in different countries. Results revealed new factors and different segments of consumers were identified by factor analysis. The findings posit that the original U.S. eight-factor model could not be confirmed completely on Indian sample. However, the study found support for five factors: quality-conscious shopper, fashion-conscious shopper, uninterested shopper, impulsive shopper, and brand-conscious shopper. Online shopping behavior was categorized under convenience, information availability, and cost factors. Demographic factors do not influence consumers' decision to shop online. Consumers shopping online frequently and Impulsive shoppers are likely to look at convenience factor of online shopping. Information availability was important for fashion-conscious shoppers, consumers frequently shopping online, and impulsive shoppers. Brand-conscious shoppers and quality-conscious shoppers were not likely to purchase online.     

How in-store educational and entertaining events influence shopper satisfaction

While recent years have seen an increased use of educational and entertaining events within the store environment, little seems known about how consumers value such events. This study investigates how the staging of education and entertainment-focused in-store events impacts on consumers’ value perceptions, arousal levels and store satisfaction. It is hypothesized that such events have a positive effect on store satisfaction but that their effects are moderated by a shopper’s motivational orientation. Findings from a scenario-based experiment among 786 shoppers from two retail categories (hardware and computer stores) provide support for this. The findings show that task-oriented consumers derive more value and satisfaction from an education-focused event than from an entertainment-focused event, while recreation-oriented consumers appreciate either type of event. The study findings imply that providing education themed events is a safer option for retailers than providing entertainment-focused events because education satisfies a wider range of shopper needs. Shoppers overall derive pleasure from entertainment but task-oriented shoppers tend to also see it as a hindrance to the convenience of shopping, with the result that for these shoppers the hosting of entertainment-focused events may result in reduced store satisfaction levels.     

Online Shoppers' Perceptions and Use of Comparison-Shopping Sites: An Exploratory Study

Comparison-shopping sites currently offer online shoppers various combinations of free services such as price comparisons, merchant ratings, links to e-tailers’ websites, and/or customer reviews in the search results page(s). The utility and market values of shopping comparison sites have attracted Internet giants such as eBay, Google, and Yahoo to the extent of developing or acquiring such sites. Scholarly research on comparison-shopping sites has focused on (1) trust in online recommendation agents, and (2) methods used by electronic agents to produce the recommendations. Our study explored how online shoppers’ attitudes toward comparison-shopping sites impact perceived credibility and usefulness of these sites. We also examined online shoppers’ merchant selection criteria and their likelihood to continue using comparison-shopping sites. One interesting finding from our study was that merchants need to be strong on site ratings and brand awareness to appeal to a wide online market. The finding dispelled the notion that e-tailers presented by shopping comparison sites need to compete, basically, only on price.     

An integrated model for predicting consumer's intention to write online reviews

For marketers, consumers’ increasing use of online reviews in arriving at purchase decisions is a double edged sword. On one hand, it presents opportunity for manufacturers and sellers to be highlighted for their good work, but at the same time, there remains a possibility of negative review impacting goodwill and reputation. Hence, it is important for managers to identify factors that impact consumers’ intentions to write online reviews. This research delves into this aspect by trying to identify the factors that impact reviews writing intentions of consumers for restaurants. The study extends the theory of planned behaviour with additions of variables such as ego involvement, taking vengeance and helping a restaurant. For this, 252 valid responses were obtained, and structural equation modeling was used to test the proposed model. Results indicate that perceived behavioural control, subjective norms, ego involvement and taking vengeance are significant predictors of intention to write online reviews for the restaurants.     

Why consumers exaggerate in online reviews? Moral disengagement and dark personality traits

Diffusion of digital media has led to extensive reliance on online reviews for purchase decisions. However, consumers may routinely exaggerate about their own consumption experiences. Using moral disengagement theory and the dark personality trait , the present study seeks to enhance the understanding of consumers' intentions to exaggerate about their consumption experience in online reviews. In order to demonstrate convergence of finding and replicability of the proposed relationships, four studies were conducted to examine consumers’ intention to exaggerate about their positive and negative experiences in online reviews for search and experience products respectively. Findings showed significant positive relationships between dark personality traits and intention to exaggerate in online reviews. Furthermore, moral disengagement significantly mediated intention to exaggerate for narcissists and psychopaths. The results reinforce the usefulness of the study for managers as these studies augment the understanding of consumer lying behavior in the context of online reviews and offer insights into mechanisms that might prevent the amplification of such reviews.     

When does electronic word-of-mouth matter? A study of consumer product reviews

Online consumer product reviews, a form of electronic word-of-mouth (eWOM), have attracted increased attention from researchers. This paper examines the persuasiveness of eWOM. Drawing on regulatory focus theory, the authors propose that the consumption goals that consumers associate with the reviewed product moderate the effect of review valence on persuasiveness. Data from lab experiments and actual online retailers suggest that consumers who evaluate products associated with promotion consumption goals perceive positive reviews to be more persuasive than negative ones (i.e., a positivity bias). Conversely, consumers who evaluate products associated with prevention consumption goals perceive negative reviews to be more persuasive than positive ones (i.e., a negativity bias).     

Measuring the impact of online reviews on consumer purchase decisions – A scale development study

Consumers' exposure to online reviews influences their online retail shopping behavior. They search for reviews while evaluating products for purchase decisions. Past studies have indicated that online reviews affect the credibility and trust of the sellers and the products they sell on online platforms. Keeping this in view, the current paper aims to develop and validate a scale to understand the impact of online reviews on consumer purchase decisions. Data were collected from 431 young online shoppers for this research. The initial exploratory factor analysis (EFA) results helped identify four factors, viz. source credibility, volume, language and comprehension, and relevance which constitute the scale. The scale was validated by confirmatory factor analysis (CFA). The study's findings fill the gap of having a standardized scale that online retailers can use as indicators to assist consumers in their online decision-making. The discussions and implications support consumers' susceptibility to online reviews, an essential source for product and brand information in facilitating online consumers' purchase decisions.     

Do consumers still believe what is said in online product reviews? A persuasion knowledge approach

The objective of this paper is to examine the effects of knowledge about manipulated online product reviews on the effectiveness of such reviews in influencing consumers' product evaluations. The results of two empirical studies show that consumers clearly differ with regard to their knowledge that product reviews can be manipulated and that consumers who have such knowledge are less influenced in their product evaluations by reviews, specifically by negative ones. Furthermore, the effects of negative reviews are even weaker when consumers acquire their knowledge through a highly credible source (compared to a less credible source).     

TOOR: A Novel Product Title Optimization Method Based on Online Reviews in E-commerce

Titles of online products play an important role in attracting consumers and promoting product sales in e-commerce. However, current online product titles only cover basic features and cannot reflect the preferences of consumers exactly. To address this problem, this research proposed an online title optimization method based on the analysis of online reviews, which is called TOOR (Title Optimization based on Online Reviews). In this research, we analyzed and compared product features extracted from online product titles and online reviews from the point of view of consumers and applied features extracted from reviews to title optimization. In order to verify the effectiveness of the proposed method, two experiments were conducted in this paper, selecting four typical smartphones as experiment samples and Taobao.com as the data resources. The experimental results indicated that features extracted from online reviews can better reflect the consumers’ concern, and the titles optimized by the TOOR method are more appealing to consumers and have higher click-through rates.     

For Indian online shoppers,have saying and doing parted ways?

Grounded in the theory of planned behavior (TPB) and based on both perceptual as well as behavioral data, the study explores e‐service quality (e‐SQ) dimensions’ influence on merchandise value perception (MVP) and how these value perceptions, in turn, impact shopper loyalty intention, finally leading to word‐of‐mouth (WOM) and store patronization behavior. The model was tested for measurement and structural validity, mediation by MVP, and moderation by gender. Findings suggest that: (1) e‐SQ dimensions of efficiency and fulfillment have direct effect on MVP; (2) MVP is a key mediating variable facilitating “indirect‐only” mediation between e‐SQ dimensions and online shoppers’ loyalty intentions; (3) mediation by MVP is not moderated by gender; (4) strong association between shoppers’ loyalty intention and intention to spread positive WOM; and (5) “saying” and “doing” are incompatible because online shoppers’ loyalty intentions or WOM do not translate into store patronization behavior.     

Impact of Online Reviews on Consumer’s Hotel Booking Intentions: Does Brand Image Mediate?

Abstract

The recent trend suggests that people are more inclined to online hotel reviews to take online hotel booking decisions. The present study argues that when consumers are exposed to online hotel reviews, it draws an impression of the hotel brand in the mind of consumers, resulting in influence their hotel booking intentions. The current study determines the mediation effects of brand image between credible online hotel reviews and consumers’ hotel booking intentions. To ascertain the uni-dimensionality of the scales, the present study executes exploratory factor analysis. The ensure the internal consistency of the variable scales, the study determines Cronbach’s alpha. To measure the mediation effects, the present study performs structural equation modeling bootstrapping method. Data analysis reveals that marketers should look at hedonic brand image, which ultimately influences consumers’ hotel booking intentions. This is a unique study that ascertains the type of brand image that actually mediates between the impact of online hotel reviews and consumers’ hotel booking intentions. In addition, the paper furnishes theoretical background on how people interpret online hotel reviews and its effects.     

I’ll Be Watching You: Shoppers’ Reactions to Perceptions of Being Watched by Employees

This research fills a gap in the retailing literature regarding the impact of shoppers’ perceptions of being watched while shopping for embarrassing products. Four studies consistently show that an employee watching a shopper can cause the shopper to either permanently or temporarily leave the shopping area as purchase intentions decrease. Reactance theory explains this relationship, which is mediated by consumers’ feelings of control over their own privacy. Essentially, when shoppers believe an employee is watching them, they feel less in control of their privacy, resulting in negative consequences for the retailer. This relationship is especially important for products that consumers may already feel some level of embarrassment over purchasing in the first place. The results have important theoretical implications for reactance theory by demonstrating that a consumer can regain control even when the original threat to behavior still exists. Additionally, increasing options that allow a consumer to regain control will reduce the overall reactance to the threat to privacy and will improve retailer outcomes. Practitioner recommendations present several techniques that allow the consumer to regain privacy control in spite of the sometimes necessary practice of watching in-store consumers.     

Why should I believe this? Deciphering the qualities of a credible online customer review

Online customer reviews have been shown to have a powerful impact on the sales of a given product or service. However, the qualities of a ‘credible’ online customer review are still subject to debate. Existing research has highlighted the potential influence of a range of factors on the credibility of an online customer review, but relies heavily on quantitative methods and a ‘top down’ approach. In turn, this can reduce our understanding of the influence of these factors into merely discerning whether one pre-determined factor is more influential than another is. This paper adopted a ‘bottom up’ thematic analysis of individual qualitative interviews with a purposeful sample of consumers who regularly utilised online customer reviews. The findings uncovered a range of factors that influenced the credibility of an online customer review that were attached to a reader’s personal experience and to the content of a specific review, and inferred the existence of a reciprocal relationship between the constructs of review helpfulness and review credibility.     

‘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.     

The Recent versus The Out-Dated: An Experimental Examination of the Time-Variant Effects of Online Consumer Reviews

Conventional wisdom suggests that the most recent online reviews may have a greater impact than out-dated online reviews on consumers’ purchase decisions because of their up-to-date nature. However, building on the theory of temporal distance and construal fit, this study proposes a new perspective, suggesting that the influence of online reviews posted at different times is a function of the timeframe for the consumers’ intended purchase. Four experiments demonstrate that although recent online reviews are more influential in shifting consumer preferences towards near-future consumption decisions, the relative influence of out-dated online reviews in shifting consumer preferences increases when consumers are making distant-future consumption decisions. This effect occurs because of a construal fit between the construal level of the online reviews posted at different times and that of the timeframe of consumers’ purchase decisions. The recent reviews are represented at a relatively lower construal level, with the low-level construal matching the timeframe of the near-future consumption decision. Out-dated reviews, however, are represented at a relatively higher construal level and match the timeframe of the distant-future consumption decision. This construal fit, in turn, enhances consumer engagement and consequently exerts a greater influence on consumer preferences.