Exploring customer sentiment regarding online retail services: A topic-based approach

User-generated content is a valuable source for understanding online shoppers' emotions. Using text-mining techniques, this study identifies seven topics regarding online retail services in online posts: product, retailer promotion, delivery, payment, communication, return/refund, and price. The topics are associated with the sentiment polarity of online shoppers' posts. This study further explores whether the emotional responses from domestic and cross-border online shoppers differ with regard to these topics. The results show that differences exist in these two groups' sentiments concerning product and payment. Furthermore, there are differences in the two groups’ respective negative emotions (i.e., anger, sadness, and fear) concerning delivery, communication, and return/refund. The findings of this study provide online retailers with important managerial implications.     

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 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.     

How do price range shoppers differ from reference price point shoppers?

Existing research demonstrates that reference price models can explain a significant amount of the variation in customers' price perceptions and purchase behaviors. This study extends the reference price literature by introducing the price range model, which proposes that price judgments are based on a comparison of the market price to the entire range of currently available prices. Our results demonstrate that the fit of a structural heterogeneity finite mixture model improves when the price range model is included along with internal and external reference price models and that the price range model explains a substantial proportion of customers' purchase histories in the toilet tissue category. Profile analysis indicates that internal reference price shoppers switch brands much less frequently than the other two segments and respond to feature promotions for their preferred brand(s). External reference price shoppers have an intermediate level of brand preference and respond significantly less than the other two segments to feature and display promotions. Price range shoppers have the lowest brand loyalty and respond most strongly to both feature and display promotions.     

The mall as bazaar: How kiosks influence consumer shopping behaviour

Abstract

The addition of kiosks (e.g. pushcarts, stalls, etc.) to malls has changed the mall environment. However, no research to our knowledge has been conducted to determine if that change has been received positively or negatively by shoppers. Our study investigates how kiosks and kiosk salespeople affect consumers' emotional responses and shopping behaviours towards the mall. Using a between-subjects design, we found that the very presence of kiosks negatively affects shoppers' perceptions of the mall environment. Whether a kiosk salesperson was aggressive or passive had virtually the same effect upon shoppers. Similarly, passive kiosk salespeople and the absence of kiosks resulted in relatively the same level of arousal on shoppers, while aggressive salespeople caused a higher level of arousal than either of the other two conditions. This contributes to the extant literature on retail atmospherics and perceptions of retail salesperson behaviours.     

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.     

Design for synergy with brand or price information

Customers' preference for the hedonic benefits (e.g., aesthetics) and utilitarian benefits (e.g., functionality) offered by a product varies depending on the context—buying versus selling, and choice versus willingness‐to‐pay. However, a customer's preference formation could involve brand information or price information in addition to the benefits offered by the product. It is unclear how the consideration of brand or price information influences customers' relative preference for hedonic and utilitarian product benefits. Does this information alter preference in favor of a product that offers greater utilitarian or greater hedonic benefits, and why? The results show that (1) hedonic (utilitarian) attributes have a significantly stronger influence on consumer preference when accompanied by a strong (weak) versus a weak (strong) brand; and (2) in the presence of price information, hedonic attributes have a dominant influence on consumer preference compared to in the absence of price information. The article concludes with a discussion of the theoretical contributions and managerial implications of design for synergy with brand or price information. © 2010 Wiley Periodicals, Inc.     

How price complexity takes its toll: The neglected role of a simplicity bias and fairness in price evaluations

Marketing managers commonly employ complex price plans. Surprisingly, limited and conflicting evidence reports how customers perceive and react to complex prices. This study examines perceptions about price complexity and shows that customers tend to prefer simple prices. Two experimental studies show that perceived price complexity negatively affects customer perceptions of price fairness and influences product choice because customers negatively evaluate the transparency of the firm's pricing practices and infer higher total prices. Customers comparing alternate offerings may therefore prefer simple over complex prices, even when the latter are less expensive. Study results suggest limiting price plan variations positively affects customer inferences about transparency and fairness, and thus customer choice.     

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).     

Price matching and product differentiation strategies considering showrooming

Showrooming, a phenomenon in which customers use brick-and-mortar stores to assess products and then purchase them from online retailers (o-retailers) for lower prices, is considered a great threat to traditional retailers (t-retailers). To combat showrooming, many t-retailers have executed price matching which enables customers to pay o-retailers' lower prices for the identical product. To avoid direct competition with t-retailers who execute price matching, many o-retailers have begun to sell differentiated products from t-retailers, which weakens the information advantage to customers from practicing showrooming. Motivated by these observations, we construct a duopoly game, where a t-retailer and an o-retailer sell products in a same category, to study the profitabilities of product differentiation and price matching in the context of showrooming. The results show that in the scenario without price matching, the o-retailer is likely to benefit from product differentiation only when the o-retailer's differentiated product is more popular with customers than the t-retailer's product. However, in the price matching scenario, the o-retailer also has the opportunity to benefit from product differentiation when the o-retailer's differentiated product is less popular with customers than the t-retailer's product, and product differentiation can be a win-win strategy for the two retailers under certain conditions. Considering the o-retailer's product differentiation decision, the t-retailer is only likely to execute price matching if the non-digital attributes of the product category sold by two retailers are not very obvious.     

Why shopping pals make malls different?

The present study examines the effects of the specific type of ompanion a shopper shops with (i.e., friend versus family member) on the emotional attachment to malls. The study aims to explain this influence through two potential mediators, that is, shopping arousal, and shopping apprehension, the relevance of which has been shown in the extant reviewed psychosocial literature. The emotional attachment of shoppers to their mall depends on whom they are shopping with: shopping with friends affects both shoppers' arousal and apprehension. Only arousal mediates the relationship between shopping pal and mall attachment. Our findings provide new insight on the psychological processes explaining the relation shoppers develop with their shopping environment and give retail managers guidelines for increasing shoppers' attachment to their malls.     

Price Consciousness and Purchase Intentions for New Food Products: The Moderating Effect of Product Category Knowledge when Price Is Unknown

This study examines the degree to which consumers' price consciousness affects their purchase intentions for a newly introduced product when the price of the product is unknown. Based on data from 186 consumers exposed to a new product offering, the results show that price consciousness indeed has a negative effect on purchase intentions, but only for consumers with a high level of product category knowledge. Although perceived risk and perceived value are significantly related to purchase intentions in general, price consciousness seems to affect only those consumers who make inferences about price based on their knowledge of the product category. Both theoretical and managerial implications of the findings are offered.     

Are Low Price and Price Matching Guarantees Equivalent? The Effects of Different Price Guarantees on Consumers’ Evaluations

Some retailers offer price match guarantees, whereas others offer guarantees making the same promise but labeling these low-price guarantees. Do consumers respond differently to these different price guarantee labels? To address this research question, this paper leverages insights from pricing, signaling, and regulatory focus theories to demonstrate – across multiple studies – that consumers perceive price match versus low price guarantees differently. In turn, contingent on consumers’ regulatory focus, this difference in perceptions feeds forward and influences consumers’ purchase intentions and post purchase (e.g., repurchase) intentions. This paper contributes to theory, not only by showing differences across price match versus low price guarantees, but also by being the first to jointly examine purchase and post purchase intentions relating to price guarantees. This paper also speaks to practice, noting contingencies that determine whether the price match or the low-price guarantee label should be used.     

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.     

Antecedents to purchase intentions for Hispanic consumers: a ‘local’ perspective

The current study explores consumer attributes such as attitudes, subjective norms, connectedness, and price consciousness and their relationship with purchase intentions of Hispanic shoppers within the locally produced food category. Four hypothesized direct-path relationships and one moderation effect across the four proposed paths were tested via a two-step process in structural equations modeling. Results of measurement model testing suggested that a five-factor model fits well for the Hispanic group. Within the structural model process, a significant positive relationship was found between two proposed paths: consumer attitudes with intention to purchase and price consciousness with intention to purchase. A moderation effect of perceived product availability was found only for the path of price consciousness with intention to purchase. These results suggest that factors such as subject norms and connectedness, often associated with the local food category, may not be important drivers for purchase intentions for the Hispanic food shopper in retail grocery channels. However, other factors relating to attitudes, price consciousness, and product availability may be more salient. From this exploration, implications for marketers are provided and future research directions suggested.     

Consumers' perceptions of promotional framing of price

This article focuses on consumer perceptions of transaction value when presented with deals that are equivalent on a unit‐cost basis but worded differently. Through an experimental design setting, it examines the effect of three such frames: one, stated in terms of a straight price promotion (“50% off”), the second, as an extra‐product or volume promotion (“buy one, get one free”), and a third as a “mixed” promotion (“buy two, get 50% off”). Four typical supermarket categories are considered which permit the investigation of the effect of two category‐based moderating factors: stock‐up characteristic and price level. Results show that the nature of framing appears to differentially affect consumer perceptions of value from “equivalent” deals. Also, perceptions of deal value from price versus extra‐product promotions are moderated by the stock‐up characteristic of the category. However, consumers' internal reference prices remain unaffected across one‐time price and extra‐product promotions. These findings provide some understanding of the role of deal framing on consumers' responses, and offer implications for industry practitioners interested in communicating the maximum value in their deals. © 2000 John Wiley & Sons, Inc.     

Influences on ethical and socially responsible shopping: evidence from the UK grocery sector

Given the growing importance of ethical and socially responsible (ESR) issues in retailing, this research uses empirical evidence from the UK grocery sector to investigate the significance of these factors on shoppers' store and product choice decisions. A number of different ESR shopping motivations are identified including global and local issues in store decisions, together with product heritage, animal and human rights, and advertising and communications issues in product decisions. Results suggest that both ESR and other influences are important in explaining shopping intentions, and that these vary according to shopping occasion, particularly whether the shopper is undertaking a main or top-up shop. Whilst in some circumstances ESR motives remain paramount to the decision, in others shoppers are prepared to forgo some element of this to overcome situational imperatives. Customer service, product quality and promotions are important motivators of shoppers even when they are looking for ethical and socially responsible solutions. Implications for retailers and research, the limitations of the study, and directions for future investigation are presented.     

Retailers’ Merchandise Organization and Price Perceptions

Retailers’ presentation of merchandise to consumers is often organized by brand or by price to facilitate comparison and processing of competitive information. While such organization of product information is presumed to assist consumer decision-making, we suggest that sorting of alternatives on brand names strain cognitive resources more than a price sort, leading to differences in sensitivity to prices for a target product accompanying these two sorts. We conduct three studies to examine this issue and find that sorting of alternatives interacts with consumers’ motivation and influences price perceptions. Our results add nuance to the findings from previous studies examining how assortment affects consumers’ price sensitivity, and suggest that retailers whose appeal is not primarily price-based could benefit by presenting merchandise information sorted by brand name so as to increase perceptions of quality and value.     

Coupons in context: discounting prices or decreasing profits?

A coupon is a commonly used sales promotion device offering the user a discount on the purchase of a product. Consumer coupon offerings are also becoming increasingly diverse: from “% off” and “$ off” to “Buy one, Get one free” (BOGO) offers and co-promotions (Buy X, Deal on Y). This paper reports the results of three experiments that examine whether the economic value of a coupon is a source of information to infer the price of the product/service, and the quality of the product/service, which inference can undercut the economic value, with resulting consequences for deal evaluations and purchase intentions. The framework predicts, and empirical results show, that increasing the value of the coupon does not always improve deal evaluations or purchase intentions. This could imply lower profits for the company. The presence of past price information about the brand, information about prices of other brands offered by the company, and information about competitors’ prices moderate the impact of coupon value on brand-related inferences. When such alternate sources of information are present and are diagnostic of the price of the promoted product, consumers are less likely to infer price and quality from the value of the coupon and higher coupon values are more likely to increase deal evaluations and purchase intentions. Implications for managers designing and communicating promotions are offered.     

Content analysis of fake consumer reviews by survey-based text categorization

As the influence of online consumer reviews grows, deceptive reviews are a worsening problem, betraying consumers' trust in reviews by pretending to be authentic and informative. This research identifies factors that can separate deceptive reviews from genuine ones. First, we create a novel means of detection by contrasting authentic versus fake word patterns specific to a given domain (e.g., hotel services). We use a survey on a crowdsourcing platform to obtain both genuine and deceptive reviews of hotels. We learned the word patterns from each category to discriminate genuine reviews from fake ones for positively and negatively evaluated reviews, respectively. We show that our All Terms procedure outperforms current benchmark methods in computational linguistics and marketing. Our extended analysis reveals the factors that determine fake reviews (e.g., a lack of details, present- and future-time orientation, and emotional exaggeration) and the factors influencing people's willingness to write fake reviews (including social media trust, product quality consciousness, deal proneness, hedonic and utilitarian consumption, prosocial behavior, and individualism). We also use our procedure to analyze more than 250,000 real-world hotel reviews to detect fake reviews and identify the hotel and review characteristics influencing review fakery in the industry (e.g., star rating, franchise hotel, hotel size, room price, review timing, and review rating).