Examining the impact of luxury brand's social media marketing on customer engagement: Using big data analytics and natural language processing

被引:266
作者
Liu, Xia [1 ]
Shin, Hyunju [2 ]
Burns, Alvin C. [3 ]
机构
[1] Rowan Univ, William G Rohrer Coll Business, Dept Mkt & Business Informat Syst, 201 Mullica Hill Rd, Glassboro, NJ 08028 USA
[2] Georgia Southern Univ, Parker Coll Business, Dept Mkt, POB 8154, Statesboro, GA 30450 USA
[3] Louisiana State Univ, Dept Mkt, EJ Ourso Coll Business, 501 South Quad Dr, Baton Rouge, LA 70803 USA
关键词
Big data; Luxury brand; Customer engagement; Social media; Twitter; VALUE CO-CREATION; CONSUMER ENGAGEMENT; FASHION BRANDS; MOTIVATIONS; MANAGEMENT; CONTEXT; EQUITY; PASS; AGE;
D O I
10.1016/j.jbusres.2019.04.042
中图分类号
F [经济];
学科分类号
02 ;
摘要
This research utilizes big data in investigating the impact of a luxury brand's social media marketing activities on customer engagement. In particular, applying the dual perspective of customer engagement, this research examines the influence of focusing on the entertainment, interaction, trendiness, and customization dimensions of a luxury brand's social media activities on customer engagement with brand-related social media content. Using big data retrieved from a 60-month period on Twitter (July 2012 to June 2017), this paper analyzes 3.78 million tweets from the top 15 luxury brands with the highest number of Twitter followers. The results indicate that focusing on the entertainment, interaction, and trendiness dimensions of a luxury brand's social media marketing efforts significantly increases customer engagement, while focusing on the customization dimension does not. The findings have important implications for the design, delivery, and management of social media marketing for luxury brands to engage customers with social media content.
引用
收藏
页码:815 / 826
页数:12
相关论文
共 81 条
[1]   The social influence of brand community: Evidence from European car clubs [J].
Algesheimer, R ;
Dholakia, UM ;
Herrmann, A .
JOURNAL OF MARKETING, 2005, 69 (03) :19-34
[2]  
Allison P., 2008, FIXED EFFECTS REGRES
[3]  
[Anonymous], 2010, MICROECONOMETRICS US
[4]  
[Anonymous], 2009, Natural language processing with Python: analyzing text with the natural language toolkit
[5]   What Motivates Consumers To Re-Tweet Brand Content? The Impact of Information, Emotion, And Traceability on Pass-Along Behavior [J].
Araujo, Theo ;
Neijens, Peter ;
Vliegenthart, Rens .
JOURNAL OF ADVERTISING RESEARCH, 2015, 55 (03) :284-295
[6]   Social media and consumer engagement: a review and research agenda [J].
Barger, Victor ;
Peltier, James W. ;
Schultz, Don E. .
JOURNAL OF RESEARCH IN INTERACTIVE MARKETING, 2016, 10 (04) :268-287
[7]   What Makes Online Content Viral? [J].
Berger, Jonah ;
Milkman, Katherine L. .
JOURNAL OF MARKETING RESEARCH, 2012, 49 (02) :192-205
[8]   Consumer engagement in a virtual brand community: An exploratory analysis [J].
Brodie, Roderick J. ;
Ilic, Ana ;
Juric, Biljana ;
Hollebeek, Linda .
JOURNAL OF BUSINESS RESEARCH, 2013, 66 (01) :105-114
[9]   Employer trustworthiness, worker pride, and camaraderie as a source of competitive advantage Evidence from great places to work [J].
Butler, Timothy David ;
Armstrong, Craig ;
Ellinger, Alex ;
Franke, George .
JOURNAL OF STRATEGY AND MANAGEMENT, 2016, 9 (03) :322-343
[10]   Is CRM for luxury brands? [J].
Cailleux, Hugues ;
Mignot, Charles ;
Kapferer, Jean-Noel .
JOURNAL OF BRAND MANAGEMENT, 2009, 16 (5-6) :406-412