Mining the text of online consumer reviews to analyze brand image and brand positioning

The growth of the Internet has led to massive availability of online consumer reviews. So far, papers studying online reviews have mainly analysed how non-textual features, such as ratings and volume, influence different types of consumer behavior, such as information adoption decisions or product choices. However, little attention has been paid to examining the textual aspects of online reviews in order to study brand image and brand positioning. The text analysis of online reviews inevitably raises the concept of “text mining”; that is, the process of extracting useful and meaningful information from unstructured text. This research proposes an unified, structured and easy-to-implement procedure for the text analysis of online reviews with the ultimate goal of studying brand image and brand positioning. The text mining analysis is based on a lexicon-based approach, the Linguistic Inquiry and Word Count (Pennebaker et al., 2007), which provides the researcher with insights into emotional and psychological brand associations.     

How brand awareness relates to market outcome, brand equity, and the marketing mix

Combining survey data with real-market data, this research investigates brand awareness from three perspectives. This study examines the relation between brand awareness and market outcome and explores the relation between brand awareness and brand equity. The study also investigates the effects of marketing mix elements on brand awareness. Results reveal consumers' brand usage experiences contribute to brand awareness, implying experience precedes awareness in some contexts. The results also confirm positive association between brand awareness and brand equity. Lastly, the current work demonstrates the importance of distribution and price promotion in building brand awareness in a consumer-packaged goods category.     

The impact of brand personality and sales promotions on brand equity

This research assesses the relative impact of a long-term brand management instrument (brand personality) and a short-term marketing mix instrument (sales promotions) on brand equity formation. The authors measure consumer perceptions of promotional intensity and brand personality and model their impact on brand equity. They find a positive impact of brand personality and a negative impact of sales promotion intensity on brand equity at the aggregate level. In line with research that identifies varying consumer responses to promotional deals, this study posits that the relative impact of the two elements varies across consumer groups. Three homogeneous consumer groups differ according to the relative impact of brand personality and consumer promotions on brand equity, following an application of a finite mixture partial least squares procedure.     

The effect of negative online customer reviews on brand equity and purchase intention of consumer electronics in South Africa

This study investigated the effect that negative online customer reviews have on brand equity and purchase intention. This research examined the influence of negative electronic word of mouth (eWOM) on brand equity, as influenced by customer review quality, product involvement and source credibility. A 3 (high quality review versus low quality review versus no review) × 2 (high product involvement versus low product involvement) factorial experiment with 236 respondents was conducted. The results revealed that the presence of negative eWOM has a significant detrimental effect on brand equity and purchase intention. Furthermore, the effect of negative online customer reviews is more detrimental to the brand equity of a high involvement product than a low involvement product. The results also revealed that high quality reviews are more influential than low quality reviews with respect to brand equity, and the difference between the levels of eWOM source credibility has no significant effect on brand equity.     

Elements of destination brand equity and destination familiarity regarding travel intention

In a highly competitive market, marketing staff are always looking for solutions to strengthen what can be called their destination values (unique place, services, and human resources, etc.). They do this by concentrating on vital factors which can enhance their brand equity. Nevertheless, there is a shortage of studies about how destination brand evaluations are related to visitor appraisals. Using the opinions of 531 foreign tourists visiting a destination in Vietnam and a partial least squares (PLS) approach, this study examines four elements of destination brand equity (perceived quality, loyalty, awareness, image) regarding travel intentions and the moderating effect of destination familiarity. Results revealed that brand equity is positively related to travel intentions. Additionally, destination familiarity has positive moderating effects on destination awareness and perceived quality of travel intentions. This study offers some managerial insights into the effective building of destination brand equity.     

Actual consumers' response to purchase refurbished smartphones: Exploring perceived value from product reviews in online retailing

Refurbishing is an industrial process whereby used products are returned to good working condition to extend lifespan. As smartphones are short life cycle products replaced at an increasing rate, refurbishing is one of the end-of-life strategies to recover value from used smartphones. Chief among the factors given for refurbishing success is consumers' perception of the aspects of the purchase toward these products. This research investigates the significant factors in consumer perceived value about purchasing refurbished smartphones. Online product reviews are recognized as a promising data source to evaluate consumers' post-purchase behaviour in the actual market. Accordingly, a customer satisfaction model of online refurbished smartphone reviews from e-commerce websites is presented to explore customer satisfaction dimensions (CSDs) toward refurbished smartphones. The results indicate that product characteristics, including function, which is related to satisfactory working, appearance, which is the same as no scratches on body and screen, and battery health, are the most worrying feature of refurbished smartphones that consumers have mentioned. Besides, we find that the similarity of these products to brand new ones and their lower prices are the main reason and motivation for purchasing. The results also show that the perceived value of refurbished smartphones is found as a two-dimensional structure based on perceived incentive and quality and perceived benefit and risk. Eventually, some solutions propose to improve customer perceptions and reduce the misconception of refurbishment concept, which can be used by refurbishers and marketing managers for proper product development and marketing strategies.     

The effects of ad heuristic and systematic cues on consumer brand awareness and purchase intention: Investigating the bias effect of heuristic information processing

With growing numbers of digital users, social media advertising becomes a vital marketing channel for attracting and sustaining consumers. Drawing on the heuristic-systematic model, this research investigates the effects of advertisement systematic cues including ad informativeness and ad persuasiveness, and ad heuristic cue which is ad poster category on the consumer brand awareness, and the sequential effect on consumer purchase intention. An experimental design featuring two categories of ad poster, namely, firm and influencer, is created for empirical evidence collection. Results show that ad informativeness and ad persuasiveness contribute to greater consumer brand awareness and purchase intention. The poster category can positively bias the influence of ad informativeness, and firm poster outperforms the influencer poster when controlling the advertisement content the same. The findings demonstrate the co-occurrence of heuristic and systematic information processing in the social media advertising context. This research deepens current understanding of social media advertising and provides practical implications for marketers to capitalize on different ad posters according to advertisement informativeness and persuasiveness feature.     

The impact of mergers and acquisitions on brand equity: A structural analysis

An overlooked strategic benefit of mergers and acquisitions (M&As) is their impact on brand equity. M&As may affect consumer brand preferences, which in turn will affect a firm’s profit. We develop a structural model with a difference-in-differences specification to measure how M&As affect a firm’s profit through three mechanisms: brand equity, cost synergies, and product portfolios. We analyze Lenovo’s acquisition of IBM’s PC division in China’s PC market and find that the increase in brand equity contributed the most to increasing Lenovo’s profit, followed by cost synergies. To explore the generalizability of our modeling approach, we apply it to Geely’s acquisition of Volvo and also find that the gains in brand equity contributed the most to Geely’s profit increase.     

The impact of brand equity and the hedonic level of products on consumer stock-out reactions

We investigate the impact of brand equity and the hedonic level of the product on consumer stock-out responses. We also examine whether the hedonic level of the product moderates the effect of brand equity. Using a sample of Dutch consumers divided over eight product groups and eight retail chains, we tested our hypotheses and found that consumers were more loyal to high-equity brands than to low-equity brands in the case of a stock-out situation. In hedonic product groups, consumers were more likely to switch to another store. Purchasers of high-equity brands in hedonic product groups were, compared to purchasers of high-equity brands in utilitarian product groups, less inclined to postpone the purchase but were more likely to switch to another item by that brand. In addition to these two main variables, we also investigate the effect of variables from prior research and some new variables, such as stockpiling and impulse buying. Finally, we discuss the theoretical and managerial implications of the findings.     

Influence of consumer attitude toward online brand community on revisit intention and brand trust

This study proposes to illustrate the relationships between perceived benefits in using online brand communities, attitudes, revisit intention, and brand trust, and it also assesses the moderating role of two types of online brand communities: marketer- and consumer-created communities. The research model is tested by regression analysis using a random sample of 242 respondents. The study finds that social and informational benefits have positive impacts on attitude, which, in turn, significantly influence revisit intention and brand trust. The moderating effect of the type of online community was significant in predicting the relationship between attitude and brand trust but not between attitude and revisit intention. The study concludes the importance of managing online brand communities through managerial implications.     

Brand origin and country of manufacture influences on brand equity and the moderating role of brand typicality

This research investigates how country macro and micro images associated with both brand origin (BO) and country of manufacture (COM) impact two main dimensions of brand equity-brand image and brand quality. Whereas BO images relate positively to both dimensions of brand equity, COM images exert an impact on brand quality, not on brand image. The typicality of the brand as a representative of the country of origin moderates the impact of BO on brand equity, such that the effects of BO on brand equity are stronger when the brand is more typical. The authors explore implications for theory and practice.     

How to retain customers in omnichannel retailing: Considering the roles of brand experience and purchase behavior

The opportunities and challenges of omnichannel in retail industry have been widely discussed, yet despite these benefits, the key elements that constitute an effective omnichannel and how customers respond to omnichannel retailing strategies remain unclear. This research conducted online surveys to test the effects of omnichannel elements on various brand experiences and customer retention, considering the moderating role of purchase behavior. The results indicate that omnichannel elements (integration, individualization, and interaction) are generally helpful in retaining customers, through omnichannel elements influence brand experiences differently. In addition, these omnichannel elements have different influences on customer retention due to different purchase behaviors. The findings suggest that retailers can use different omnichannel strategies to attract customers’ purchases and provide insights for practitioners who want to use omnichannel strategies to deliver superior experiences for customers.     

Advertising non-premium products as if they were premium: The impact of advertising up on advertising elasticity and brand equity

Non-premium brands occasionally emulate their premium counterparts by using ads that emphasize premium characteristics such as superior performance and exclusivity. We define this practice as “advertising up” and develop hypotheses about its short- and long-term impact on advertising elasticity and brand equity respectively. We test the hypotheses in two large-scale empirical studies using a comprehensive dataset from the automotive industry that includes, among others, the content of 2317 television ads broadcast over a period of 45?months. The results indicate that advertising up increases (decreases) short-term advertising elasticity for non-premium products with a low (high) market share. The results also show that an intensive use of advertising up over time leads to long-term improvements (reductions) in brand equity for expensive (cheap) non-premium products. Furthermore, an inconsistent use of advertising up leads to reductions in brand equity. The results imply that managers of non-premium products with a low market share can use advertising up to increase advertising effectiveness in the short run. However, advertising up will only generate long-term improvements in brand equity for expensive non-premium products. Finally, to avoid long-term reductions in brand equity, advertising up should be consistently used over time.     

Understanding customer participation in CSR activities: The impact of perceptions of CSR,affective commitment,brand equity,and corporate reputation

This study investigates the mediating role of affective commitment in the link between perceptions of corporate social responsibility (CSR) and the intention to participate in CSR activities. We also examine the moderating role of firms' brand equity and corporate reputation in the relationship between perceived CSR and affective commitment. The data were collected from two online surveys and analyzed using Hayes' PROCESS macro. The results indicate a partial mediating effect of affective commitment and a significant moderating effect of brand equity. However, the moderating effect of corporate reputation is not significant. This study contributes to uncovering the process of enhancing CSR performance.     

The influence of anthropomorphic appearance of artificial intelligence products on consumer behavior and brand evaluation under different product types

While artificial intelligence products are widely used in the market, their anthropomorphic appearance design is becoming a frontier issue in product strategy and consumer behavior research. The aim of this study was to investigate the influence of anthropomorphic appearance on consumer behavior and brand evaluation under different AI product types. It was conducted in China, a new but rapidly-growing country in the field of Internet, AI technology and AI product consumption. This study conducted four situational experiments with a 2 (anthropomorphic design: anthropomorphic vs. non-anthropomorphic) × 2 (product type: hedonic vs. utilitarian) between subjects’ experimental design. Data was collected from 1172 Chinese “Digital Natives” by using a structured questionnaire. The findings revealed that for hedonic AI products, anthropomorphic appearance improves consumers' purchase intention and brand evaluation through perceived entertainment, and intelligence level significantly moderates the mediating effect of perceived entertainment; while for practical AI products, anthropomorphic appearance improves consumers' purchase intention and brand evaluation through perceived usefulness, and intelligence level does not significantly moderate the mediating effect of perceived usefulness. There is no significant moderating effect of intelligence level on perceived usefulness. The study contributes to development and validation of a more comprehensive understanding and theoretical foundation of anthropomorphism, and furthermore explores the impact of anthropomorphic appearance on consumer behavior and brand evaluation under different AI product types. This study also provides insights for companies to apply anthropomorphic strategies.     

The role of customer online brand experience in customers' intention to forward online company-generated content: The case of the Islamic online banking sector in Palestine

The purpose of this study is twofold: Firstly, to assess the impact of customer online brand experience (COBE) with online banking on customer's intention to forward online company-generated content (CGC). Secondly, to explore the role of online brand community engagement (OBCE) and the perceived trust of brand community page (BCP) as mediating variables between COBE and the intention to forward online CGC. This research conducted an online survey among various Islamic bank customers in Palestine who were members of online brand communities (fan pages) on Facebook. 375 valid responses were collected and results revealed that COBE exerts a dual influence on intention to forward CGC. This study is a pioneering empirical research on the role of OBCE in customers' intention to forward online CGC within the fast-growing Islamic banking industry. This study contributes to fill this research gap by assessing the effect of COBE on OBCE and intention to forward online CGC within the context of the Islamic online banking sector in Palestine. In this sense, this study is a first-of-its-kind research on the role of experience on customer engagement with regard to online brand communities of Islamic banks.     

Effect of social support on customer satisfaction and citizenship behavior in online brand communities: The moderating role of support source

Customers often join online brand communities to seek support from others when they encounter product problems. Some customers who receive good social support exhibit customer citizenship behavior. This study develops a theoretical model to investigate how social support influences customer citizenship behavior through customer satisfaction with firms in online brand communities. Moreover, the moderating role of support source (i.e., firms vs. other customers) is measured. The research model is tested by using the Partial Least Squares technique. The results show that informational and emotional support significantly affects the customer citizenship behavior of providing feedback to the firm, recommendations, and helping other customers through customer satisfaction in online brand communities. Moreover, informational and emotional support from firms and other customers exert different effects on customer satisfaction.     

The impact of brand equity on brand preference and purchase intentions in the service industries

The antecedents of brand equity are considered to be brand attitude and brand image, and the consequences of brand equity are considered to be brand preference and purchase intentions. This study concentrates on service brands, selecting 18 from 3 service categories. A structural equation model is presented. Not only does it show a good fit with the research constructs but also the relationships between brand image and brand equity, and brand attitude and brand equity. The impact of brand equity on customer preference and purchase intentions is confirmed as well, which tends to validate the proposed research framework.     

Delight the experts,but never dissatisfy your customers! A multi-category study on the effects of online review source on intention to buy a new product

Online reviews are a pervasive form of electronic word-of-mouth (eWOM) that potentially accelerate—or slow down—the diffusion of recently launched services in the marketplace. While empirical research largely supports the effects of online reviews on attitudinal and behavioral outcomes, less is known about the impact the source of the review—i.e., if it comes from a peer consumer or an expert—has on the recipient. Two experiments that combine reviewer- (expert, consumer), service type- (mobile package, restaurant, car repair), consumer- (level of general innovativeness), and review-related (positive, negative) characteristics reveal a challenging interaction between the review’s source and its valence: while—compared to an established baseline—a positive expert review seems more effective in increasing the recipient's intention to purchase than a review by a peer consumer, a negative consumer review lowers the recipient's intentions to a larger extent than a negative expert review. We further find effects of the consumer's innovativeness and the service category across the experiments. Our research contributes to the topical and increasing body of empirical research on the effects of involved characteristics within online reviews across several product types.     

The influence of internet customer reviews on the online sales and prices in hotel industry

In this paper, the impact of two service quality metrics (star rating and customer rating) on hotel room sales and prices is investigated. Two of the most popular tourist destinations in the world, Paris and London, are chosen. It is found that a higher customer rating significantly increases the online sales of hotels. The study results show that a 1% increase in online customer rating increases Sales per Room up to 2.68% in Paris and up to 2.62% in London. Contrary to expectations, higher stars do not increase the sales. It is also shown that higher customer ratings result in higher prices of the hotel and the prices of high star hotels are more sensitive to online customer ratings.