4.4 Article

Frontiers: How Support for Black Lives Matter Impacts Consumer Responses on Social Media

期刊

MARKETING SCIENCE
卷 41, 期 6, 页码 1029-1044

出版社

INFORMS
DOI: 10.1287/mksc.2022.1372

关键词

Black Lives Matter (BLM); social media; brand management; causal inference; machine learning

类别

向作者/读者索取更多资源

This study examines the impact of brands' support for BLM on consumer responses and finds that it has a negative impact on metrics such as followers and likes. The study also uncovers that large-scale support from multiple brands can lead to stronger negative effects, self-promotional content exacerbates the negative impact, and historical prosocial posting attenuates the negative effects.
We scrutinize the direct and moderated impact of brands' support for Black Lives Matter (BLM) on consumer responses. Our empirical strategy exploits Blackout Tuesday as a natural experiment in which BLM support occurred on Instagram (treated platform) but not on Twitter (control platform) to perform a within-brand crossplatform difference-in-differences (DID) analysis. We also combine econometric models with machine learning techniques to analyze the unstructured data of the social media content. Based on a unique multiindustry, multiyear, and multiplatform data set of 435 major brands and 396,988 social media posts, we find a negative impact of BLM support on consumer responses, such as followers and likes. Furthermore, our analyses uncover a multifaceted set of heterogeneous DID effects across brands. (1) Although lone-wolf BLM support leads to negligible effects, large-scale BLM support from many brands can lead to strong negative effects (i.e., the bandwagon effect). (2) Posting self-promotional content exacerbates the negative effects of BLM support. (3) Historical prosocial posting on social media attenuates the negative effects. (4) Brands with socially oriented missions suffer less from the negative effects. (5) Customers' political affiliation also matters; the negative effects of BLM support are amplified/attenuated for brands with mostly Republican/Democratic customers. Additionally, (6) slacktivism (showing BLM support in words but without financial donations) can mitigate the negative effects for brands with mostly Republican consumers but amplify the negative effects for brands with mostly Democratic consumers.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.4
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据