Environmental factors to maximize social media engagement: A comprehensive framework

Social media is a crucial tool for companies to reach their customers as additional touch point and build brand awareness, but effectively using these platforms to engage with customers remains an area of research. Branded social media posts are aimed to deepen the customer-brand-relationship in form of social media engagement. In this study, we aim to provide a more comprehensive understanding of the factors that influence social media engagement by examining the role of environmental factors, including the type of media and content of brand posts, brand involvement of the company, social media channel used, and cross-channel management strategies. We utilize social cognitive theory as our framework and identify three social media environments that must be considered to create social media engagement: (1) the imposed, (2) the selected, and (3) the created environment. We gather more than 7000 brand posts of twenty global brands using Facebook, Twitter, and Instagram giving insights on the driver of social media engagement. By examining these factors, we aim to provide a framework for understanding the drivers of social media engagement and how companies can effectively use social media to engage with their customers.     

The impact of pronoun choices on consumer engagement actions: Exploring top global brands' social media communications

To enhance the understanding of consumer engagement with brand content on social media, this study examines how pronoun choices affect different types of consumer engagement (e.g., likes, comments, shares) by simultaneously exploring five different pronoun types (first-person singular, first-person plural, second person, third-person singular, and third-person plural). Furthermore, this study explores how the effects of these linguistic (pronoun) choices vary across two brand classifications: characteristics (hedonic vs. utilitarian) and offerings (goods vs. services). The proposed multivariate Poisson regression model, analyzing 15,788 unique brand posts from Facebook over an 8-month period, reveals differences in engagement due to pronoun usage across brand classifications. These results offer a deeper understanding of how the way brands talk to consumers on social media platforms influences consumers' attitudes (likes), propensity to engage with the brand (comments), and willingness to share branded content with their social networks (shares) across different brand classifications.     

Brand and consumer engagement behaviors on Facebook brand pages: Let's have a (positive) conversation

This paper examines consumer-brand engagement on social media, focusing on the dynamic interplay between brands and consumers as well as among consumers themselves. In addition to liking and sharing behaviors, we look at what influences consumers to provide feedback to brands by commenting on brand posts, connect with other consumers by replying to their comments and agree with other consumers by liking their comments and replies. Drawing on a large longitudinal dataset from 2740 Facebook brand pages across 25 industries, a multilevel multivariate autoregressive zero-inflated negative binomial model is used to examine how brand post and response behaviors are related to specific consumer engagement behaviors. Results show that the amount of brand posts indirectly affects consumer comments through increased liking and sharing, but with diminishing returns. Liking is key as it increases positive and attenuates negative feedback, whereas sharing is associated with both positive and negative consumer-brand comments. Posting photos and videos encourages liking, with photos having increasing returns. Videos are the only format with a direct positive influence on consumer-brand comments, though with decreasing effect. Brand replies to consumer comments, even delayed ones, have little effect on negative conversations but prompt replies would be more beneficial as they bolster positive consumer comments. Moreover, our findings provide evidence for both a “positivity spiral” and “negativity spiral”, with the negativity spiral stronger than the positivity one. Taken together, these findings shed light on how marketers can stimulate positive conversations between brands and consumers on social media.     

The Social Network?: Nonprofit Constituent Engagement Through Social Media

Social media has become an important part of public relations for nonprofit organizations. Social media has the potential to engage stakeholders and constituents of nonprofit organizations. However, little scholarly attention has been focused on how users react to social media posts by nonprofit organizations. To enhance understanding of how organizational social media activity affects users’ engagement, this study examines Facebook and Twitter utilization and user response of nonprofit advocacy groups. The analysis reveals that users respond differently to stimuli across platforms.     

Consumer engagement behaviors in the online wildlife trade: Implications for conservationists

This study investigates consumer engagement behaviors in the online wildlife trade, drawing implications for conservationists. The first study undertook a quantitative content analysis of 500 Facebook posts in wildlife trade lateral exchange markets to show how creative strategies, media type and persuasion tactics influence the number of likes and comments that posts receive. The second study then undertook a thematic discourse analysis to develop a rich understanding of the culture, beliefs and motivations that influence how consumers engage in the markets. Findings showed that an overwhelming majority of posts use a functional or informational strategy and that when posts use overt persuasion tactics the number of comments decrease. A conceptual model of how cultural factors may impact the success of marketing strategies is then proposed. These findings have implications for conservationists who seek to build engagement with wildlife trade consumers online.     

Trialogue on Facebook pages of grocery stores: Customer engagement or customer enragement?

Abstract

The pervasiveness of social media is compelling businesses to review their way of managing customer experiences. Businesses use social media to interact and engage with customers. Several studies have studied why businesses have adopted social media. However, there is a dearth of research as to why customers interact with businesses on social media in the grocery sector. This paper aims to explore how and why customers react to corporate messages on Facebook pages of Tesco and Walmart. Netnography approach was adopted to gain an insight into the various ways customers engage with the grocery stores on its Facebook pages. This study reveals that social media empower customers, influence the relationships customers have with grocery stores and generate customer engagement. Findings also show that the social customer is both a curse and a blessing to Tesco and Walmart when they create or destroy value for the business. This paper contributes to knowledge by (1) uncovering how customers react to corporate and customer posts on corporate Facebook pages; (2) showing how value can be created and destroyed; and (3) proposing a model illustrating how the main constructs of the study are interconnected: social media, relationship marketing, customer empowerment and customer engagement.     

Evaluating Facebook brand content popularity for service versus goods offerings

Marketers using social media are struggling with its successful implementation, specifically in engaging their audiences through creation of popular brand content. Yet, creating popular brand content can lead to positive financial and brand outcomes. This research examines Fortune 500 companies' brand content strategies that contribute to Facebook content popularity metrics (i.e., number of likes and comments) for service versus goods offerings. Building on psychological motivation theory and the noted differences in culture and capabilities between goods and service firms, the article analyzes the key differences in service and goods brand content strategies in terms of branding, message appeals, and vividness. The findings from a multivariate multilevel Poisson model show that the use of corporate brand names is more popular for service messages whereas the use of product brand names, images, and videos is more popular for goods messages. Furthermore, service messages generate a higher number of comments than goods messages.     

Tweeting like Elon? Provocative language,new-venture status,and audience engagement on social media

This article theorizes and empirically investigates how status and provocative language influence audience engagement with new-venture posts on social media platforms. Using venture capital funding as a status proxy, we analyzed 369,142 Twitter posts by 268 new ventures. We found that status (1) increases engagement with ventures' tweets, and that it (2) moderates the effect of provocative language on audience engagement so that provocative language has a negative effect for low-status ventures but a positive effect for high-status ventures. Post-hoc analyses provide a basis for pragmatic theorizing and explore the effects of status tiers and subdimensions of provocative language.     

What You Feel,Is What You Like Influence of Message Appeals on Customer Engagement on Instagram

Visual-based social media are growing exponentially and have become an integrated part of the customer engagement strategy of many brands. Prior work points to the textual message content as a driver of customer engagement behavior. So far, little is known about the impact of visual message content, specifically visual emotional and informative appeals. We extract emotional and informative appeals from Instagram posts using machine learning models and use a Negative Binomial model to explain customer engagement. We test our model on 46.9 K Instagram posts from 59 brands in six sectors. Our results show that visual emotional and informative appeals encoded in brand-generated content influence customer engagement in terms of likes and comments. Specifically, we demonstrate that positive high and negative low arousal images drive customer engagement. Informative appeals do not drive customer engagement with the exception of informative brand-related appeals. These findings help brand managers in developing an effective customer engagement strategy on visual social media.     

Consumer intentions to engage in s-commerce: a cross-national study

Social media has reached global proportions; yet, little is known about how consumers engage with firms in ways that lead to social commerce (s-commerce) – an emerging area of importance in the literature. This study addresses this gap and extends previous research by examining factors that influence consumers’ intentions to engage in s-commerce in four countries: Chile, Spain, South Africa and Australia. Specifically, this study develops and tests a model of consumers’ intentions to engage in s-commerce through brands’ Facebook pages incorporating personal variables (involvement in brands’ products and services, satisfaction with brands’ Facebook page), trust variables (message credibility of Facebook posts, trust in firms’ Facebook) and social variables (peer communication, social media dependency, online social interaction propensity) on predicting intentions to purchase products and services through brands’ Facebook pages if s-commerce was available to them. The findings show that the main drivers of s-commerce engagement are message credibility, trust in the brands’ Facebook, involvement, peer communication and online social interaction propensity, as influencers of consumer satisfaction with brands’ Facebook and social media dependency, which in turn drive intentions to engage in s-commerce. Contributing to theory and practice, these relationships are discussed for the four countries involved in the study.     

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.     

The Difference a Smile Makes: Effective Use of Imagery by Children’s Nonprofit Organizations

ABSTRACT

Which emotions are most appealing to donors in nonprofit outreach materials? Previous studies have shown that in print and television materials, images depicting negative emotions lead to increases in donor response. In this study, we examined whether images of negative affect in children in social media appeals lead to increased information sharing compared to positive or neutral images of children. We analyzed Facebook posts from 2016 from 2 large children’s nongovernmental organizations, UNICEF USA and Save the Children US, and examined the relationship between the type of emotion in the image and the number of likes, comments, and shares that the post received. We found differences in the responses according to the organization sending the message and the affect of the children depicted. For Save the Children US, negative images, specifically sad and fearful images, generated significantly more likes, shares, and comments. For UNICEF USA, there was no difference in information sharing for positive, neutral, or negative images. Findings from this study demonstrate that negative emotional imagery of children can affect social media engagement with nongovernmental organizations, but this effect appears to be inconsistent.     

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.     

Cultural Differences in Consumer Engagement in Brand-Related SNS Groups: A Cross-Cultural Study of China and the United States

To gain a better understanding of consumer engagement in brand-related social network site (SNS) groups, this study examines how consumers engage with the brand and other members of the groups among different national cultures through the lens of brand community characteristics and collective value creation practices within brand communities. Through conducting a directed qualitative content analysis of two cases—consumer wall posts in a Facebook group and a Renren group—this study finds supporting evidence that although consumers in both groups actively shared their product use experiences, consumers in the Renren group tended to explicitly express their shared consciousness with other group members, share their product use experiences in a modest and respectful way, and actively engage in social networking, while consumers in the Facebook group tended to focus on product use sharing. Theoretical and managerial implications are discussed.     

How advertising in offline media drives reach of and engagement with brands on Facebook

ABSTRACT

Research investigating the drivers of consumers’ engagement with brands on social media is proliferating. However, little is known about how advertising outside social media drives engagement with brands on social media. This study aims to explore the relation between advertising spend in different offline media (TV, radio, newspapers, magazines, out of home), and reach of and engagement with brand pages on Facebook. The study uses a unique real-life data-set containing information about the Facebook pages of 45 brands for approximately three years combined with Nielsen Advertising Spend data. Results showed that while advertising in offline media influenced organic and viral reach, the number of page likes was directly influenced by advertising on Facebook only. It can be concluded that offline advertising is relevant in driving consumers’ online brand engagement; however, there is a unique set of drivers for organic reach, viral reach and likes.     

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.     

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.”     

Linking Customer Engagement to Trust and Word-of-Mouth on Facebook Brand Communities: An Empirical Study

Given the rise of social networking sites, particularly Facebook, companies have started engaging with customers in this newly emerged digital space. This study explores the role of customer engagement in enhancing trust and word-of-mouth on brand communities over Facebook. The effect of customer involvement on customer engagement is also checked. This study also investigates the direct relationship of customer involvement with trust and word-of-mouth. A pen-and-paper questionnaire survey of 450 Facebook account holder students was used. Data were analyzed using structural equation modeling. The results reveal that a higher level of involvement with the brand community leads to a higher level of customer engagement. Customer engagement leads to customer trust and word-of-mouth activities. The results further suggest a direct positive relationship of customer involvement with trust and word-of-mouth, but the mediation of customer engagement strengthens the mentioned effect.