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

被引:241
|
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 50 条
  • [1] Examining Luxury Hotels' Social Media Marketing on Customer Engagement Using Big Data Analytics and Natural Language Processing
    Putri, Sukmasari Triana Gita
    Hananto, Arga
    ICE-BEES 2021, 2022,
  • [2] Social media marketing and brand equity: The role of customer brand engagement
    Chen, Xian
    Wang, Xue
    Wang, Zhe
    SOCIAL BEHAVIOR AND PERSONALITY, 2023, 51 (11):
  • [3] Examining customer engagement and brand intimacy in social media context
    Wang, Tien
    Lee, Fu-Yu
    JOURNAL OF RETAILING AND CONSUMER SERVICES, 2020, 54
  • [4] Using Social Big Media for Customer Analytics
    Patel, Aditya
    Gheewala, Hardik
    Nagla, Lalit
    2014 CONFERENCE ON IT IN BUSINESS, INDUSTRY AND GOVERNMENT (CSIBIG), 2014,
  • [5] Impacts of Luxury Fashion Brand's Social Media Marketing on Customer Relationship and Purchase Intention
    Kim, Angella Jiyoung
    Ko, Eunju
    JOURNAL OF GLOBAL FASHION MARKETING, 2010, 1 (03) : 164 - 171
  • [6] Linking social media marketing efforts with customer brand engagement in driving brand loyalty
    Aljuhmani, Hasan Yousef
    Elrehail, Hamzah
    Bayram, Pelin
    Samarah, Tariq
    ASIA PACIFIC JOURNAL OF MARKETING AND LOGISTICS, 2023, 35 (07) : 1719 - 1738
  • [7] Examining Customer Motivation and Its Impact on Customer Engagement Behavior in Social Media: The Mediating Effect of Brand Experience
    Chen, Xi
    Jiao, Chunlan
    Ji, Ran
    Li, Yu
    SAGE OPEN, 2021, 11 (04):
  • [8] Examining the Dimensions of Adopting Natural Language Processing and Big Data Analytics Applications in Firms
    Chatterjee, Sheshadri
    Chaudhuri, Ranjan
    Mikalef, Patrick
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2024, 71 : 3001 - 3015
  • [9] EFFECT OF SOCIAL MEDIA MARKETING OF LUXURY BRANDS ON BRAND EQUITY, CUSTOMER EQUITY AND CUSTOMER PURCHASE INTENTION
    Ahmed, Rizwan Raheem
    Zaidi, Erum Zahoor
    Alam, Syed Hasnain
    Streimikiene, Dalia
    Parmar, Vishnu
    AMFITEATRU ECONOMIC, 2023, 25 (62) : 265 - 282
  • [10] Impact of social media influencers on customer engagement and brand perception
    Jaitly, Rahul Chander
    Gautam, Omvir
    INTERNATIONAL JOURNAL OF INTERNET MARKETING AND ADVERTISING, 2021, 15 (02) : 220 - 242