How ‘social’ are social media? A cross-cultural comparison of online and offline purchase decision influences

Traditional word of mouth (WOM) involves personal communications among family, friends, and others. Today, social media sites like Facebook offer the possibility of electronic word of mouth (eWOM), a mediated form of WOM. Little is known about the best way for marketers to use social media. Even less is known about international differences in consumer usage of social media and how eWOM influences consumer decision-making. This study helps address that research gap and uses cultural dimensions to compare the use of social media and other information sources for consumer decision-making across 50 countries. The results indicate that the use of information sources that influence online purchase decisions strongly varies by culture. For example, relationship-oriented collectivists rely to a greater extent than individualists on social media, which are an alternative for interpersonal WOM communication. Interestingly culture affects the influence of social media on purchases differently than the influence of traditional WOM through family or friends. Furthermore, there are major differences in online complaint behavior by country, due to cultural variations.     

How differences in eWOM platforms impact consumers’ perceptions and decision-making

ABSTRACT

This article aims to examine the effects of different features of various eWOM (electronic word-of-mouth) platforms on consumers’ perceived credibility of eWOM regarding the product-related risks. Based on the stimuli–organism–response (S–O–R) theory, this study establishes a model to explore the relationships among eWOM platforms, tie strength, social cues, and perceived eWOM credibility. A mixed design of 2 (eWOM platforms) × 2 (product-related risks) conditions experiment and a survey method is applied to verify the model. The results show that tie strength between eWOM publishers and recipients positively influences the perceived eWOM credibility. The volume of social cues in eWOM platforms positively influences the perceived credibility of a female, while the opposite is true for a male. Both tie strength and volume of social cues in social media are greater than those in e-commerce websites. For products with low risks, eWOM in e-commerce websites is perceived to be more credible. Findings implicate that interactive functions should be added to the product comment area to enhance communications between the reviewers and potential consumers. Findings also encourage the cooperation between e-commerce websites and social media and suggest that managers should develop proper strategies in different situations.     

Investigating the impact of social media images’ value,consumer engagement,and involvement on eWOM of a tourism destination: A transmittal mediation approach

Tourism organizations use social media to promote their destinations and attract new customers. However, there is a challenge in how tourism organizations can choose or create social media images to successfully attract consumers' attention, induce their engagement with the destination, and motivate their eWOM behavior. This study aims to identify and test the direct and indirect factors related to social media images of tourism destinations that could predict eWOM. Using the Stimulus-Organism-Response (S–O-R) as an umbrella framework, we integrated Ducoffe's model and the Elaboration Likelihood Model (ELM), to study the role of social media destination images' features (entertainment, informativeness, irritation, credibility, personalization, and incentives) on consumer's perceived value and eWOM through consumer engagement and involvement. Using a survey research method, we collected data from 307 individuals and tested the proposed structural model using the PLS-SEM-based transmittal mediation approach. The findings supported the proposed relationships providing valuable theoretical and practical implications.     

Social shopping website quality attributes increasing consumer participation,positive eWOM,and co-shopping: The reciprocating role of participation

This study examined the reciprocating role of participation in the social shopping website context. Drawing upon Foa and Foa (1974)'s resource exchange theory, this study examined social shopping website attributes as drivers of reciprocity, and positive electronic Word of Mouth (eWOM) and co-shopping were positioned as behavioral outcomes of reciprocity. The results support the conclusion that entertainment and community driveness attributes were significant drivers of reciprocity increasing consumer participation (i.e., reciprocity) and eWOM/co-shopping. Implications for designing a social shopping website that increases consumer participation and positive behavioral outcomes are discussed.     

A study of antecedents and outcomes of social media WOM towards luxury brand purchase intention

This research develops a conceptualized model that illuminates the role of luxury perceptions in explaining consumer engagement in social media WOM and luxury purchase intention. It also explores the moderating effects of consumer demographic characteristics and perceived social status. The proposed model is validated by using SEM in AMOS against 282 samples, and chi-square difference test is applied to test the moderating effects. The findings demonstrate that social media WOM positively influences consumer luxury purchase intention. Perceived quality highly influences functional and social value, and social media WOM is strongly influenced by personal and functional value. This research 1) highlights the powerful role of social media WOM in enhancing luxury brands purchase intention, 2) extends current body of knowledge of the social media WOM and its focal antecedents, and 3) shows how consumer characteristics (e.g., age, gender, income, education, perceived social status) are important for developing customized marketing strategy to promote luxury brands on SNS. Overall, this study helps firms to understand which aspect of luxury brands to be emphasized to initiate consumers into social media WOM, which in turn, influences purchase intention.     

Four decades of negative word-of-mouth and negative electronic word-of-mouth: A morphological analysis

Customers voice their negative brand experiences to their family and friends in the form of negative word-of-mouth (NWOM). Web 2.0 enables the sharing of NWOM in electronic format on various social media sites, online customer review forums, and blogs, which is known as negative electronic word-of-mouth (NeWOM). Researchers need to study the spread of NWOM/NeWOM to prevent adverse consequences for companies and suggest an optimal response for its redressal. Existing literature review studies have focused on word-of-mouth (WOM) and electronic WOM (eWOM) and have considered both positive and negative WOM and eWOM concurrently. Past literature reviews have captured the breadth of the WOM domain, ignoring the depth. This research article contains a review of 282 journal papers capturing the depth of the extant literature by focusing solely on ‘negative’ WOM and eWOM (NWOM and NeWOM), and presents a broad view of the NWOM and NeWOM domains using morphological analysis (MA). This will help to conceptualize and categorize the existing state-of-the-art literature into broad dimensions and identify future research opportunities. The MA framework helps to bifurcate this literature into the following four dimensions: (i) nomenclature of NWOM and NeWOM, (ii) antecedents of NWOM/NeWOM, (iii) impacts of NWOM/NeWOM, and (iv) prevention and recovery response to NeWOM. Further dissection of these four dimensions leads to 15 sub-dimensions and 217 variants. Combinations of the 217 variants enable the identification of 550 novel future research opportunities in the area of NWOM and NeWOM.     

Social media adoption behaviour: Consumer innovativeness and participation intention

With the emergence of social media, the trends of selfies have become common across various social networking platforms as a distinctive way of self-presentation. It has aroused the interest of various scholars to comprehend the consumer adoption behaviour for social media. Thus, built on the innovation diffusion theory (IDT) and theory of planned behaviour (TPB) perspective, this paper developed a model to empirically test whether and how critical factors of consumer selfie-posting behavioural intention on social media affect behavioural intention and word-of-mouth to consequently enhancing their adoption behaviour towards social media to post selfies. The data were gathered from 353 young consumers who post their selfies clicked via smartphone on their social media accounts. The results revealed that consumer innovativeness and participation intention directly and indirectly affect consumer adoption behaviour for social media to post their selfies. Additionally, the study identified that among all critical factors, participation intention and perceived behaviour control have strongest influence on behavioural intention to post selfies followed by consumer innovativeness, attitude towards selfie-posting and subjective norms. The study contributes to the extension of TPB by adding participation intention and positive WOM, adoption of social media. This research validated the significant roles of consumer innovativeness, participation intention, positive WOM and intention to post selfies in predicting the adoption behaviour. Practitioners and marketers of social media sites can improve the usability and effectiveness of positive WOM and intention to post selfies to attract more young consumers.     

Making new products go viral and succeed

Why are some new product introductions more viral and successful than others? This research integrates theories of interpersonal communication and consumer learning to explore this question. Analyzing a unique data set of millions of consumer word-of-mouth transmissions (eWOM) on social media regarding 345 new automobile products introduced during 2008–2015, we find that more innovative products generate more eWOM volume but surprisingly less positive sentiment. These effects vary in magnitude across eWOM channels. However, the use of rich-content communication, pre-announcement, and cobranding strengthens (weakens) the positive (negative) effect of product innovativeness on eWOM volume (sentiment). The results further indicate that eWOM sentiment is a stronger predictor of new product success than eWOM volume. Experimental results reveal more insights into how product innovativeness influences eWOM metrics in several product categories and shed light on the role of excitement and perceived risk as mechanisms underlying these effects. The research offers useful implications for firms to design effective viral marketing campaigns to enhance new product success.     

Electronic word-of-mouth (eWOM) generation in new media platforms: The role of regulatory focus and collective dissonance

In this research, we examine the role of two motivational forces associated with creation of electronic word-of-mouth (eWOM): regulatory focus and collective dissonance. Our studies show that generation of eWOM is enhanced by regulatory fit, while traditional WOM is dominated by the negativity effect. In study 1A, we show that prevention-focused consumers produce stronger intentions to post eWOM when they undergo a negative compared to a positive service experience. In study 1B, we find that promotion-focused consumers are more likely to post eWOM in reaction to a positive service experience when one's self-construal is independent. The final study shows that due to collective dissonance, consumers have greater intentions to create eWOM when their experiences are inconsistent with others' postings. We discuss the implications of these results for the development and management of eWOM communication in virtual communities.     

The Mind-Set to Share: An Exploration of Antecedents of Narrowcasting Versus Broadcasting in Digital Advertising

Word-of-mouth (WOM) marketing has recently attracted a great deal of attention from marketers, especially since the emergence of social media. Three field experiments demonstrate the effects of consumer mind-set (i.e., competition versus collaboration) on narrowcasting and broadcasting intentions and actual behaviors. The results show that a collaborative mind-set promotes narrowcasting, whereas a competitive mind-set encourages broadcasting. Further, self-affirmation moderates the relationship between consumer mind-set and broadcasting. Our findings provide important insights into investment prioritization and resource allocation when managing WOM campaigns.     

Memorable customer experiences and autobiographical memories: From service experience to word of mouth

The aim of this paper is to study the relationship between customer experience and word of mouth (WOM) through two mediating variables: customer satisfaction and memorable characteristics of service experience (MCSE). Memory theory is adopted as a theoretical background, with emphasis on the key role of episodic or autobiographical memory. Memorable customer experience (MCE) is defined from this perspective, thereby enabling the connection between human memory theory and service-dominant (S-D) logic. As for the impact of the internet on WOM, two types of WOM behaviours are examined: positive WOM (pWOM) and eWOM. A methodology was designed from a survey that used a questionnaire based on measurement scales validated by the literature. The sample is of 1476 tourists who visited seven Spanish tourism destinations. The results show service experience precedes customer satisfaction and MCSE. Both pWOM and eWOM are significantly influenced by customer satisfaction and MCSE. Various scenarios are put forward in which several combinations of customer satisfaction and MCSE give rise to different intensities and valence of pWOM and eWOM.     

Impact of cause-related marketing on consumer advocacy and cause participation: A causal model based on self-reports and eye-tracking measures

Cause-related marketing improves corporate image and consumer attitudes toward brands. An important research gap is how the visual attention paid to cause-related cues in social media affect consumer attitudes and behaviors. In the present study, we analyze the moderating role of the visual attention paid to Instagram-based, cause-related posts on the impact of consumer perceptions (i.e., corporate image), beliefs (trust), and attitudes (i.e., corporate social responsibility [CSR] support) on behavioral intentions (i.e., cause participation, consumer advocacy, and intention to share posts) for fast-food restaurants. Data for the study were collected in a between-subjects experiment with 123 participants. Visual attention was measured using eye-tracking technology, and consumer attitudes and behavioral intentions through an online survey. The results show that the greater the attention paid to images (amount and duration of fixations) and the more revisits made lead to more positive attitudes and behaviors toward the cause and the company. On the other hand, the more time spent looking at the company's responses to negative user-generated content weakens the relationship between trust and consumer advocacy toward the company. These results can help practitioners design appropriate cause-related marketing strategies in social media.     

Missed eWOM opportunities: A cross-sector analysis of online monitoring behavior

This paper provides empirical evidence that major sectors of the USA are not listening to pertinent online conversations (electronic word-of-mouth [eWOM]) that occur outside of their own social media portals. Data include cross sector as well as longitudinal research on prominent sectors, including business, not for profits, and academia. The Inc. 500 (fastest-growing US companies), top charities, and colleges and universities all neglect, to some extent, the monitoring of eWOM. Findings indicate that monitoring behavior may be related to how involved an organization is in social media, if they have a written policy governing its use within the organization, if they have specific goals that are related to their social media plan, if they use tracking measures such as page views, numbers of fans or followers, and how they staff the social media function. Charities are most likely to engage in monitoring behavior for their causes. The academic sector often employs part-time (student) assistance with its social media initiatives, ultimately resulting in less monitoring behavior.     

Brand Actions on Social Media: Direct Effects on Electronic Word of Mouth (eWOM) and Moderating Effects of Brand Loyalty and Social Media Usage Intensity

Most existing social media research has been user focused. This study looks at social media from the brand's perspective by testing (1) theoretical links between brand-action antecedents and positive electronic word of mouth (eWOM); and (2) how brand loyalty and social media usage intensity moderate the relationships between the antecedents and eWOM. Using structural equational modelling from 290 Facebook users, we find empirical support for three brand action constructs (personalization, responsiveness, and transparency) to eWOM. We also find the moderating effects of social media usage intensity and brand loyalty on the relationship between responsiveness and eWOM. Theoretical and managerial implications for these findings are discussed.     

Understanding online firestorms: Negative word-of-mouth dynamics in social media networks

Social media are, on the one hand, a highly beneficial environment for word-of-mouth (WOM) propagation of new ideas and products, and this has increasingly made them a focus of marketing communications. On the other hand, companies and their brands as well as politicians, governmental institutions, and celebrities have increasingly been facing the impact of negative online WOM and complaint behavior. In reaction to any questionable statement or activity, social media users can create huge waves of outrage within just a few hours. These so-called online firestorms pose new challenges for marketing communications. In this article, we group observations from recent online firestorms, identify related social and economic science theories, and derive generalized factors that form the basis for the proliferation of these dynamics. Furthermore, we discuss the consequences of online firestorms for marketing communications, and offer courses of action for marketers to navigate through crises of negative online WOM.     

Seeing the wood for the trees: How machine learning can help firms in identifying relevant electronic word-of-mouth in social media

The increasing volume of firm-related conversations on social media has made it considerably more difficult for marketers to track and analyse electronic word-of-mouth (eWOM) about brands, products or services. Firms often use sentiment analysis to identify relevant eWOM that requires a response to consequently engage in webcare. In this paper, we show that sentiment analysis of any kind might not be ideal for this purpose, because it relies on the questionable assumption that only negative eWOM is response-worthy and it is not able to infer meaning from text. We propose and test an approach based on supervised machine learning that first decides whether eWOM is relevant for the brand to respond, and then—based on a categorization of seven different types of eWOM (e.g., question, complaint)—classifies three customer satisfaction dimensions. Using a dataset of approximately 60,000 Facebook comments and 11,000 tweets about 16 different brands in eight different industries, we test and compare the efficacy of various sentiment analysis, dictionary-based and machine learning techniques to detect relevant eWOM. In doing so, this study identifies response-worthy eWOM based on the content instead of its expressed sentiment. The results indicate that these machine learning techniques achieve considerably higher accuracy in detecting relevant eWOM on social media compared to any kind of sentiment analysis. Moreover, it is shown that industry-specific classifiers can further improve this process and that algorithms are applicable across different social networks.     

Word-of-mouth rhetorics in social media talk

Although researchers and practitioners have access to a growing body of evidence on the effects of electronic word-of-mouth (eWOM) frequency and valence, a more detailed understanding of eWOM content is needed in order to better influence these social media-enabled conversations. Based on an ethnomethodological analysis of community conversations in a popular parenting online forum, we reveal that eWOM is a powerful social act in which consumers use a broad repertoire of eWOM rhetorical methods. The repertoire for advice-seeking talk includes five components: seeker's legitimacy, topic legitimacy, request formulation, solicitation of responders, and requested response framing. The repertoire for advice-giving includes four components: foundation of authority, advice framing, advice focus, and advice scheme. For each of these components in the two repertoires, we identify corresponding rhetorical methods that can be used in the conversation (over 30 methods in total). Preliminary evidence also suggests that rhetorical alignment between advice-seekers and givers drives effectiveness of eWOM advice. The proposed rhetorical framework has relevance and implication for the many areas where social media and marketing meet.     

Electronic word-of-mouth (eWOM) on WeChat: examining the influence of sense of belonging,need for self-enhancement,and consumer engagement on Chinese travellers’ eWOM

‘Friends’ circles’ on WeChat have helped make eWOM more easily accessible and influential than ever. Drawing from the social identity theory, literature on consumer engagement and eWOM, this study presents the first research that examines the influence of two personality traits, sense of belonging and need for self-enhancement, on consumer engagement and in turn leads to eWOM intention. The results suggest that the need for self-enhancement positively influences Chinese travellers’ engagement with WeChat. In addition, a partial positive relationship between consumer engagement and eWOM intention was identified: only dedication towards WeChat is directly related to travellers’ intention to engage in eWOM on WeChat. Dedication was found to mediate the influence of need for self-enhancement on eWOM intentions. Sense of belonging, however, does not have a significant impact on consumer engagement. These mixed results demonstrate changing cultural values of contemporary Chinese society. Theoretical and practical implications are discussed.     

Electronic word-of-mouth via consumer-opinion platforms: What motivates consumers to articulate themselves on the Internet?

Through Web-based consumer opinion platforms (e.g., epinions.com), the Internet enables customers to share their opinions on, and experiences with, goods and services with a multitude of other consumers; that is, to engage in electronic word-of-mouth (eWOM) communication. Drawing on findings from research on virtual communities and traditional word-of-mouth literature, a typology for motives of consumer online articulation is developed. Using an online sample of some 2,000 consumers, information on the structure and relevance of the motives of consumers’ online articulations is generated. The resulting analysis suggests that consumers’ desire for social interaction, desire for economic incentives, their concern for other consumers, and the potential to enhance their own self-worth are the primary factors leading to eWOM behavior. Further, eWOM providers can be grouped based on what motivates their behavior, suggesting that firms may need to develop different strategies for encouraging eWOM behavior among their users.     

Drivers of eWOM engagement on social media for luxury consumers: Analysis,implications, and future research directions

The rapid industrialization and growth across the world have fostered the consumption of luxury fashion brands. Electronic word-of- mouth on social media (eWOM) is fast becoming an effective and germane strategy to engage luxury consumers through posting pictures, sharing reviews, and communicating information on platforms like Facebook, Instagram, and TikTok. Extant research has not examined the antecedents and drivers that lead to eWOM behavior. We leverage self-congruity theory and through its focal lens, our study addresses this research gap through a survey conducted with 453 consumers in Mexico, Latin America's fastest growing market. Our results indicate that need for status, susceptibility to normative influence, and luxury brand involvement, moderated by authentic pride and social media influencers lead to eWOM behavior on social media. We also demonstrate that luxury brand involvement and susceptibility to normative influence mediate the relationship between need for status and eWOM behavior on social media. The study provides important implications to managers and researchers by suggesting long-term actionable strategies for growth that can help luxury firms develop a sustainable competitive advantage over rivals and competitors.