A Multimodal Emotion Perspective on Social Media Influencer Marketing: The Effectiveness of Influencer Emotions, Network Size, and Branding on Consumer Brand Engagement Using Facial Expression and Linguistic Analysis

Abstract

Social media influencers rely on emotional connection to maintain and grow their followings and have value for brands. To date, however, no research has quantitatively examined the impact of emotion in the facial expressions and caption text that influencers use in their video posts on consumer engagement through likes, comments, and views of posts. Grounded in consumer brand engagement, psychological sense of community, and the behavior ecology view of facial displays, this study uses social media analytics, facial expression analysis, and computational linguistic analysis to assess the emotional substance of 402 video posts by prominent micro-, macro-, and mega-influencer mothers, known as InstaMoms, as exemplars of Instagram influencers. The study identifies that the amount of emotion used and specific discrete emotions have a meaningful influence on engagement, and both follower count and presence of branding saliently contribute to a more robust understanding of the relationship. Theoretical and practical implications are identified and discussed.

A Comprehensive Overview of Micro-Influencer Marketing: Decoding the Current Landscape, Impacts, and Trends

“…Research on micro-influencers’ characteristics revolves around three crucial elements: strategies for constructing media roles [ 50 ], communication strategies [ 51 ], and personality traits [ 52 ]. As mentioned earlier, the authenticity and performative nature of an account are paramount.…”

“…Specifically, authenticity construction [ 53 ] is indispensable at a personal level, while social consciousness [ 54 ] involves research on “social responsibility”, “heroism”, and “inclusiveness”, all supported in subsequent studies exploring influence mechanisms. Concerning communication strategies, the significance of hashtag use is underscored, particularly the finding that informative hashtags yield a broader reach compared to self-presentational hashtags [ 52 ]. This observation aligns with a more positive audience behavior on social media.…”