Knowledge Protection Challenges of Social Media Encountered by Organizations

Although social media (SM) represents a new means of creating and sharing knowledge, it also presents new challenges for protecting confidential information and other data that companies do not want to share. However, knowledge protection and security-oriented knowledge management processes related to SM have received little attention in previous studies. This research attempts to close that gap by examining which information and knowledge protection challenges arise from employees' use of SM, why they arise, and how organizations can address them. The main contribution of this study is a framework that integrates three types of knowledge protection challenges (information security challenges; reputation challenge; management challenges) with five special characteristics of SM (information distribution speed; blurry audience; merging of private and professional identity; easily collectible information; generation transition), which explain why these challenges arise. In addition, the framework presents eight questions that organizations should answer to help them address the three types of knowledge protection challenges. Our findings have practical implications: by answering the eight questions proposed in this study, companies can create knowledge management and protection policies for SM. Furthermore, the findings in this study open up several future research questions.     

Social media advertising value

This research investigates the antecedents of social media advertising value, and the effect of this advertising value on online purchase intention in transitional economies in Southeast Asia. Moreover, the moderating effect of different types of social media on the relationships between the predictors and social media advertising value is also explored. The field study is conducted in Vietnam, a representative of Southeast Asian transitional economies in the current study. The results show that, in Southeast Asian transitional economies, the three social media advertising beliefs – i.e. informativeness, entertainment and credibility – have positive effects on consumers’ perceived value of social media advertising, which in turn positively influences their online purchase intention. Additionally, on social networking websites, the effects of advertising informativeness and entertainment on advertising value are weaker than those on content community websites. Nevertheless, there is no difference in the effect of advertising credibility on advertising value in both types of social media. Based on the findings presented, theoretical and managerial implications are drawn.     

Social media marketing: Who is watching the watchers?

The ready access to and availability of social media has opened up a wealth of data that marketers are leveraging for strategic insight and digital marketing. Yet there is a lack of professional norms regarding the use of social media in marketing and a gap in understanding consumers’ comfort with marketers’ use of their social media data. This study analyzes a census-balanced sample of online adults (n = 751) to identify consumers’ perceptions of using social media data for marketing purposes. The research finds that consumers’ perceived risks and benefits of using social media have a relationship with their comfort with marketers using their publicly available social media data. The research extends the applicability of communication privacy management theory to social media and introduces marketing comfort—a new construct of high importance for future marketing research. Marketing comfort refers to an individual's comfort with the use of information posted publicly on social media for targeted advertising, customer relations, and opinion mining. In the context of the construct development, we find that targeted advertising is the strongest contributing component to marketing comfort, relative to the other two dimensions: opinion mining and customer relations. By understanding what drives consumer comfort with this emerging marketing practice, the research proposes strategies for marketers that can support and mitigate consumers’ concerns so that consumers can maintain trust in marketers’ digital practices.     

Development of Trust Scores in Social Media (TSM) Algorithm and Application to Advertising Practice and Research

Trust is an important factor, particularly in viral/social advertising, and computing trust scores for individual users of a social network is crucial for several applications in the advertising research and practice. However, research on trust in the advertising field has been limited, and the application of computational trust to advertising research using big data is rare. Addressing the gap in the research literature, this study proposed and empirically tested a new social media analytics method, the Trust Scores in Social Media (TSM) algorithm, for measuring individual users' trust levels in a social network. TSM proposes the concept of negatively reinforced trust scores and introduces two complementary measures of trust, trustingness, and trustworthiness. Another unique and important element in the TSM algorithm is the incorporation of trust-decision involvement to adjust trust scores depending on the level of trust-decision involvement of different networks. Using small survey data and big data from social networks, this study demonstrated the effectiveness of the TSM algorithm. Various applications of the TSM algorithm to viral/social advertising research and practice are also discussed.     

Cross-Media Consumption: Insights from Super Bowl Advertising

When viewers engage in cross-media consumption—view television advertising and social media posts on another medium—how do stimuli from multiple screens influence their response? To address this question, we construct a comprehensive dataset to estimate the effects of Super Bowl advertising and the advertised brands' Facebook content on ad likability. The novel insights emerging from the analyses include that: both media directly and significantly impact the response, contributing 60% and 40%, respectively; thinking hurts liking; and an ad's serial position does not matter, which differs from the primacy and recency effects previously reported in advertising studies. This study contributes to the theory and practice by: (i) testing open research questions empirically regarding the complementary effects of two screens; (ii) extracting the formal, analytic, and narrative thinking styles from the actual words in social media comments; and (iii) demonstrating that divided attention across screens has negative consequences on viewer appraisals.     

How advertising is covered in the Egyptian press: a longitudinal examination of content

The possibility of Egyptian attitudes towards advertising being affected by exposure to media portrayals of advertising is discussed in the context of cultivation effects. A census of all content related to advertising in Al-Ahram from 1978 through 1997 is conducted. Findings show that most columns, letters to the editor and editorials are negative in tone, and most news stories dealing with advertising are neutral. Domestic and international industry practices and social aspects of advertising are commonly covered. Outdoor and television advertising are most often criticised. The concerns expressed typically involve morality, culture and deception. Calls for increased government regulation and censorship of advertising are common. It appears that the coverage of advertising in Egypt is more negative than in the US. Future research examining links between media content and public attitudes towards advertising is suggested.     

Negative Consequences of Storytelling in Native Advertising

Native advertising and storytelling are both increasingly popular advertising strategies. This research explores the effectiveness of storytelling in a native advertising context on social media. While most research recommends the use of stories as a way to build trust and relationships with consumers, the current research suggests that in the form of native ads on social media, narratives may be less effective when compared to informational native ads. Two studies find that even when advertising cues such as disclosure labels and brand presence are prominently located, consumers are less likely to recognize the advertising nature of narrative native ads when compared to informational native ads. Lower levels of advertising recognition are associated with increased perceptions of manipulative intentions by the advertiser, which has a negative influence on consumers' attitudes toward the ad. The findings suggest that native ads that clearly communicate their advertising nature through cues such as an informational execution, high brand presence, and prominent disclosure labeling are more effective than a narrative execution style.     

Retailers,don't ignore me on social media! The importance of consumer-brand interactions in raising purchase intention - Privacy the Achilles heel

Effective interactions are essential for retail brands to progressively nudge consumers towards purchase. While social media provides the platform for brands to directly connect with consumers, it is critical that brands take privacy concerns seriously. This paper address common questions retailers ask: How do brands develop effective interactions with consumers on social media? Do consumer-brand interactions impact purchase intention? Does privacy matter? Through 541 UK participant responses and using social exchange theory, this research examines consumer-brand interactions on social media, focusing on how social media activities, attitudes towards social media advertising, and privacy, impact upon purchase intention. Our results show that brands must establish strong relationships through high-quality consumer-brand interactions to significantly raise purchase intentions, while also carefully managing consumers' privacy expectations. Effective privacy management positively mediates the link between social media and purchase intention but ignore privacy, and it becomes the Achilles heel of the relationship.     

Advertising and Cultural Values: Reflections in the Distorted Mirror

This paper reviews the regrets and fears expressed by North American scholars about the commercialization of culture and presents a method for measuring the cultural character of advertising. This content analysis of manifest values yields a value profile of advertising and shows high consistency over time and across media. There is, however, a low correlation between this value profile and that of either the population at large or of heavy media users. This seriously challenges the conventional notion that advertising merely mirrors social values.     

Analyzing user sentiment in social media: Implications for online marketing strategy

This article examines restaurant customers’ online activity following visits to restaurants. Differences in customers’ opinions based on gender and location are discussed. Sentiment analysis was used to analyze customers’ social media behavior in terms of liking, rating, and reviewing restaurants. User‐generated reviews and comments about experiences influence potential customers’ decisions. The results of this study show that gender and location of customers influence restaurant ratings. This article shows that sentiment analysis (using Natural Language Toolkit and TextBlob) can help marketers by providing a useful tool for big data analysis. Sentiment analysis can be used to interpret customer behavior and highlight how presales, sales, and after‐sales strategies can be improved.     

Engagement with Social Media and Social Media Advertising: The Differentiating Role of Platform Type

This study examines how consumers’ engagement with social media platforms drives engagement with advertising embedded in these platforms and, subsequently, evaluations of this advertising. Our survey (N = 1,346, aged 13 and older) maps social media users’ engagement experiences with Facebook, YouTube, LinkedIn, Twitter, Google+, Instagram, Pinterest, and Snapchat and their experiences with and evaluations of advertising on these platforms. Our findings show that engagement is highly context specific; it comprises various types of experiences on each social media platform such that each is experienced in a unique way. Moreover, on each platform, a different set of experiences is related to advertising evaluations. It is further shown that engagement with social media advertising itself is key in explaining how social media engagement is related to advertising evaluations. The general conclusion is that there is no such thing as “social media.”     

Social Consumer Neuroscience: Neurophysiological Measures of Advertising Effectiveness in a Social Context

The application of neurophysiological methods to study the effects of advertising on consumer purchase behavior has seen an enormous growth in recent years. However, little is known about the role social settings have on shaping the human brain during the processing of advertising stimuli. To address this issue, we first review previous key findings of neuroscience research on advertising effectiveness. Next, we discuss traditional advertising research into the effects social context has on the way consumers experience advertising messages and explain why marketers, who aim to predict advertising effectiveness, should place participants in social settings, in addition to the traditional ways of studying consumer brain responses to advertising in social isolation. This article contributes to the literature by offering advertising researchers a series of research agendas on the key indicators of advertising effectiveness (attention, emotion, memory, and preference). It aims to improve understanding of the impact social context has on consumers' neurophysiological responses to advertising messages.     

Convergence across American and Korean young adults: socialisation variables indicate the verdict is still out

A study was undertaken to examine consumer socialisation variables among Korean and American young adults. Many studies have been undertaken that focus on American consumers and the consumer socialisation process, but very few cross-cultural studies exist on this topic. However, efforts are increasing to suggest that consumers are converging on a global scale and research is needed to adequately assess the reality of these claims. Specifically the research explored Korean and American consumers’ media use patterns and the believed importance of different agents (media and interpersonal) for consumption-related information. The study also examined the relative importance of social structural variables on consumers’ perceived influences of key socialisation agents. Results indicate that American and Korean consumers are quite similar in how they allocate their time across media. Both groups spent the most time with television and the internet. However, differences were evident in the perceived importance of information sources, as well as the influence of socialisation agents when making purchase decisions. These differences do call into question the ability of standardised advertising campaigns and the ability to present one strategy to a unified global target market. Implications for advertisers and consumer researchers are provided.     

Developing a Group Decision Support System for Advertising Media Evaluation: A Case in the Middle East

The importance of advertising media evaluation as a multifaceted problem is well known by both academics and practitioners. Although previous studies tried to optimize media evaluation, there still are some gaps and problems to address, particularly in areas of flexibility of models/frameworks, decision making quality, tension management, and agility of the evaluation process. Most of previous studies are based on inflexible models/frameworks that have limitations on number of criteria/alternatives they can consider and type of data they can process. A great volume of the work used arbitrary decision making; arbitrary decision making regarding criteria and media importance may reduce effectiveness of advertising campaigns. Furthermore, the academic literature offers little guidance on group decision aggregation, and tension management during decision making is neglected. Media evaluation is a time taking process and any acceleration will reduce pre-campaign costs. The main aim of this paper is to illustrate how a group decision support system (GDSS) can assist media planners to overcome mentioned problems more systematically. For this purpose, we developed a GDSS that is an integration of three well-known multi-criteria decision making techniques. With a real world case study, we illustrate the performance of the proposed GDSS. Results of our quantitative assessments indicate that the GDSS is flexible, allows decision makers to express their opinions, reduces tension among decision makers, and saves time.     

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.     

When I feel invaded,I will avoid it: The effect of advertising invasiveness on consumers’ avoidance of social media advertising

As companies increasingly use social media as the platform for promoting their products and services, it is critical for consumers to be receptive to social media advertising (SMA). However, consumers may feel invaded when viewing SMA. The literature on advertising invasiveness has focused primarily on consumers’ attention invasiveness (i.e., the interruption of their attention). We argue that such a focus is limited, and we propose space invasiveness as an additional dimension for understanding advertising invasiveness in social media. Data were collected from Chinese consumers, and the results show that space invasiveness had a stronger effect than attention invasiveness did on advertising irritation, and that irritation in turn led to advertising avoidance. Furthermore, psychological ownership moderated the relationship between social influence and space invasiveness. This study provides important guidelines for practitioners to reduce advertising avoidance in social media.     

Why we watch others' responses to online advertising – investigating users' motivations for viewing user-generated content in the context of online advertising

The study investigates Internet users' motivations for viewing user-generated content (UGC) in the context of online advertising. In addition, it is examined whether individual motivation patterns can be traced back to users' personalities and their attitudes toward advertising in general. An online survey of 181 social media users was conducted, surveying users' motivation, personality (big five), and attitude toward advertising in general. Path analysis was employed to examine the research model. The use of UGC was motivated by needs for information, entertainment, personal identity, and social interaction. While personality did not predict users' motives, their attitudes towards advertising in general explained individual motivation patterns to a large extent. It was consequently proposed and confirmed that users' motives mediate the influence of recipients' general attitude toward advertising on UGC usage. Results indicated a strong effective potential for UGC in online advertising: users view such content expressly to be influenced by others fulfilling their needs for information, personal identity and social interaction. Firms may lose some of their ability to precisely control brand messages when advertising in social media.     

The Typicality and Accessibility of Consumer Attitudes Toward Television Advertising: Implications for the Measurement of Attitudes Toward Advertising in General

Despite the wide array of contemporary advertising formats and media, television advertising remains the most dominant form to which typical consumers are exposed. Research on attitudes toward advertising in general (Att-AiG) implicitly assumes that the Att-AiG measure represents advertising as a whole. A major finding of the current research is that consumers tend to have a mental representation, or exemplar, of the most typical type of advertising—television advertising—when they report their Att-AiG. Therefore, in reality, Att-AiG primarily reflects attitudes toward television advertising. In addition, the results of our experiments indicate that television ad exemplars generate temporal changes in consumers’ reported Att-AiG and attitudes toward television advertising. Theoretical and practical implications are discussed.     

The fairyland of Second Life: Virtual social worlds and how to use them

Virtual social worlds, such as the Internet site Second Life, have acquired a high degree of popularity in the popular and business press. In this article we address the increasing importance of virtual social worlds, and discuss how companies can make use of their potential. We first present how virtual social worlds evolved historically, how they fit into the postmodern paradigm of our time, and how they differ from other social media, such as content communities (e.g., YouTube), social networking sites and blogs (e.g., Facebook), collaborative projects (e.g., Wikipedia), and virtual game worlds (e.g., World of Warcraft). We subsequently present how firms can make use of virtual social worlds in the areas of advertising/communication, virtual product sales (v-Commerce), marketing research, human resources, and internal process management. We also highlight the points companies should pay particular attention to in their activities, the 5Cs of success in virtual social worlds, and the future evolutions that we expect to shape this sector over the next 5-10 years: a trend toward standardization and interoperability, improvements in software usability, increasing interconnection between reality and virtual worlds, establishment of law and order, and the transformation of virtual social worlds to business hubs of the future.