Understanding consumer engagement with brand posts on social media: The effects of post linguistic styles

https://doi.org/10.1016/j.elerap.2021.101068Get rights and content

Highlights

  • Analyzing the 15,396 brand posts collected from 104 Facebook brand pages representing 18 industries using text mining.

  • Examining the effects of three brand post linguistic styles, namely, emotionality, complexity, and informality, on consumer engagement.

  • Linguistic styles of brand posts impact consumer engagement, but the effects vary regarding the three consumer engagement behaviors (i.e., like, share, comment).

  • Deepen our understanding of the role that language plays in brand-consumer communications on social media.

Abstract

Creating brand posts that stimulate consumer engagement on social media is both vital and challenging to digital marketers. Despite previous research on this topic, to date, little is known about how the linguistic styles of brand posts influence consumer engagement. Based on the communication accommodation theory, brand anthropomorphism literature, and linguistic research, this paper examined the effects of three brand post linguistic styles, namely, emotionality, complexity, and informality, on consumer engagement. Through analyzing the 15,396 brand posts collected from 104 Facebook pages, we found that the linguistic styles of brand posts can impact consumer engagement, but the effects vary regarding the three consumer engagement behaviors (i.e., like, share, comment). The findings of this paper improve our understanding of the role that language plays in brand-consumer communications on social media as well as provide guidelines for social media marketers on how to design engaging brand posts from the perspective of linguistics.

Introduction

Social media has changed the way that brands and consumers communicate with each other and become an important marketing channel. Brands now regularly post on social media, such as Facebook, Instagram, and Twitter, and consumers can follow and actively engage with them by liking, sharing, or commenting on their posts. For social media marketers, enhancing consumer engagement is crucial because it facilitates social contagion effects (Martínez-López et al., 2017) and leads to higher brand awareness, preference, and consideration (Coursaris et al., 2016b, Cruz et al., 2017, de Vries et al., 2017, Hutter et al., 2013), higher brand equity (Coursaris et al., 2016b, Wagner et al., 2017), and better brand performance, such as sales, new customer acquisition, and brand value (de Vries et al., 2017, Kumar et al., 2016). However, it has been reported that only around 1% of the brand followers on Facebook engage with the brands, and, even within the most active Facebook brand pages, the fan engagement rate is merely 4.3% (eMarketer, , 2015, Lee et al., 2018). Social media marketers are struggling with creating brand posts that stimulate consumer engagement (Ashley and Tuten, 2015, Cambra-Fierro et al., 2019).

Previous research has examined the effects of brand post characteristics, such as post content type, post media type, and posting time and frequency, and suggested that marketers can strategically design brand posts to improve consumer engagement (Cvijikj and Michahelles, 2013, de Vries et al., 2012, Kim et al., 2015, Luarn et al., 2015, Wagner et al., 2017). However, little research has examined the brand language and its impacts on consumer engagement (Cruz et al., 2017, Jakic et al., 2017, Lee et al., 2018). Serving as the medium that communicates meanings, brand language plays a significant role in shaping consumers’ perception, memory, attitude, and behavior (Carnevale et al., 2017). On social media, brand-consumer communications rely even more heavily on language than in the offline world (Carnevale et al., 2017). Unlike offline communications where messages can be conveyed using verbal (e.g., language), para-verbal (e.g., voice), and non-verbal (e.g., gesture) cues, brand posts on social media are mainly dependent on verbal cues (Jakic et al., 2017). Therefore, the language of brand posts could influence consumer perceptions, which further impact consumer engagement behaviors.

This paper aims to examine the impacts of brand post language on consumer engagement. Based on the communication accommodation theory (CAT), brand anthropomorphism literature, and linguistic research, this paper investigated the effects of three brand post linguistic styles (i.e., emotionality, complexity, and informality) on consumer engagement. Through analyzing the 15,396 brand posts collected from 104 Facebook pages, this paper revealed that the linguistic styles of brand posts impact consumer engagement, but the effects vary regarding the three consumer engagement behaviors (i.e., like, share, comment). This paper contributes to consumer engagement research by improving our understanding of the role that brand language plays in shaping consumer engagement on social media. It also contributes to marketing communication literature by expanding the growing research on brand communication on social media.

The findings of this paper inform digital marketers of the importance of brand language style, showing that, beyond what brands communicate, how brands communicate also matters. The results suggest that, to better interact with consumers on social media, digital marketers should carefully consider and design the linguistic styles of brand posts.

The rest of this paper is organized as follows. Section 2 provides the literature review and theoretical foundation of this paper, and section 3 discusses the development of hypotheses. Section 4 describes the methodology, and section 5 presents the results. Section 6 discusses implications, limitations, and agendas that could be explored in future research.

Section snippets

Consumer engagement with brand posts on social media

Previous research has studied consumer engagement with brand posts on social media under many conceptualizations, such as brand message/post/content/page popularity, consumer involvement, and consumer engagement. This research identified three major factors that affect consumer engagement, namely, 1) post content, 2) post media, and 3) posting time and frequency (see Appendix A for a summary of previous research).

Post content refers to ‘what’ brands communicate. Previous research

Hypotheses development

In this section, we develop hypotheses on the effects of language emotionality, complexity, and informality. We propose that language emotionality, complexity, and informality impact consumer engagement behaviors, i.e., liking, commenting, and sharing. We control for brand post type, posting time, posting month, and industry. The research model is presented in Fig. 1.

Research design

A field study was conducted based on Facebook brand pages to test the hypotheses. We select Facebook as the research context because it is the most popular social network as well as the most popular social media marketing platform worldwide (Statista, 2020). Given its massive user community, Facebook provides a platform where brands can enhance their presence, communicate with consumers, and build consumer communities. More than 80 million businesses have created their brand pages on Facebook (

Results

The results showed that 1) the linguistic characteristics of a brand post can impact the number of likes, shares, and comments the post receives; 2) the effects of specific linguistic characteristics on like, share, and comment are inconsistent (see Table 3). Given that our focus is on the post level, we will primarily discuss the within-group effects of post linguistic characteristics in the following section.

Discussion

This paper examines the effects of three linguistic styles (i.e., emotionality, complexity, and informality) on consumer engagement with brand posts on social media. Through analyzing the 15,396 brand posts collected from 104 Facebook pages, this paper revealed that the linguistic styles of brand posts impact consumer engagement, but the effects vary regarding the effects of the linguistic style categories on the three types of consumer engagement (i.e., like, share, comment). Table 4 shows a

CRediT authorship contribution statement

Qi Deng: Conceptualization, Methodology, Formal analysis, Writing - original draft. Michael J. Hine: Supervision, Writing - review & editing. Shaobo Ji: Supervision, Writing - review & editing. Yun Wang: Conceptualization, Writing - review & editing.

Declaration of Competing Interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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