Impact of big data analytics on telecom companies' competitive advantage

被引:7
作者
Alshawawreh, Ali Ra 'Ed [1 ]
Liebana-Cabanillas, Francisco [2 ]
Blanco-Encomienda, Francisco Javier [3 ,4 ]
机构
[1] Univ Granada, Int Sch Postgrad Studies, Granada, Spain
[2] Univ Granada, Dept Mkt & Market Res, Granada, Spain
[3] Univ Granada, Dept Oantitat Methods Econ & Business, Granada, Spain
[4] Univ Granada, Fac Educ, Econ & Technol Ceuta, C-Cortadura del Valle, Ceuta 51001, Spain
关键词
Big data analytics; e-WOM; e-CRM; Social media; Market performance; Competitive advantage; E-WOM; ARTIFICIAL-INTELLIGENCE; MANAGEMENT; BRAND; OPPORTUNITIES; CHALLENGES; EXPERIENCE; DRIVEN; FUTURE;
D O I
10.1016/j.techsoc.2024.102459
中图分类号
D58 [社会生活与社会问题]; C913 [社会生活与社会问题];
学科分类号
摘要
The aim of this study is to explore the potential uses of Big Data for enhancing the competitive position of telecommunication companies based on Resource-Based View Theory. To achieve it, a quantitative approach was employed to collect and analyze primary data from 304 telecommunications companies, which was then utilized to test hypotheses related to the targeted phenomena. A structural equation model was proposed to analyze the effects of Big Data Analytics (BDA) on achieving a competitive advantage. The results indicated that BDA improves electronic word of mouth (e-WOM) and electronic customer relationship management (e-CRM). Furthermore, it was found that BDA improves social media platforms. In addition, e-WOM, e-CRM, and social media were found to improve market performance, ultimately boosting competitive advantage. This research underscores the significance of analyzing BDA to achieve a competitive advantage among competing telecommunication firms.
引用
收藏
页数:10
相关论文
共 123 条
[81]   Resource-based view theory perspective of information technology capabilities on organizational performance in hospitality firms: a time-lagged investigation [J].
Mehmood, Khalid ;
Zia, Adil ;
Alkatheeri, Haseena Bader ;
Jabeen, Fauzia ;
Zhang, Hui .
JOURNAL OF HOSPITALITY AND TOURISM TECHNOLOGY, 2023, 14 (05) :701-716
[82]   Competing assessments of market-driven, sustainability-centered, and stakeholder-focused approaches to the customer-brand relationships and performance [J].
Mena, Jeannette A. ;
Hult, G. Tomas M. ;
Ferrell, O. C. ;
Zhang, Yufei .
JOURNAL OF BUSINESS RESEARCH, 2019, 95 :531-543
[83]  
Min H., 2016, GLOBAL BUSINESS ANAL
[84]   Success Factors Affecting the Intention to Use Business Analytics: An Empirical Study [J].
Min, Hokey ;
Joo, Hey-Young ;
Choi, Seok-Beom .
JOURNAL OF BUSINESS ANALYTICS, 2021, 4 (02) :77-90
[85]  
Muharam H., 2021, Jurnal Minds Manajemen Ide Dan Inspirasi, V8, P237, DOI [10.24252/minds.v8i2.23224, DOI 10.24252/MINDS.V8I2.23224]
[86]   Electronic word of mouth (eWOM) research - a comparative bibliometric analysis and future research insight [J].
Mukhopadhyay, Sandip ;
Pandey, Ritesh ;
Rishi, Bikramjit .
JOURNAL OF HOSPITALITY AND TOURISM INSIGHTS, 2023, 6 (02) :404-424
[87]   MEDIATION, MODERATION AND CONDITIONAL PROCESS ANALYSIS [J].
Muller Prado, Paulo Henrique ;
Korelo, Jose Carlos ;
Lucena da Silva, Danielle Mantovani .
REVISTA BRASILEIRA DE MARKETING, 2014, 13 (04) :4-24
[88]  
Napawut W., 2022, International Journal of Behavioral Analytics, V2, P1
[89]   How social media practices shape family business performance: The wine industry case study [J].
Obermayer, Nora ;
Kovari, Edit ;
Leinonen, Jaana ;
Bak, Gerda ;
Valeri, Marco .
EUROPEAN MANAGEMENT JOURNAL, 2022, 40 (03) :360-371
[90]   Big data analytics capability and market performance: The roles of disruptive business models and competitive intensity [J].
Olabode, Oluwaseun E. ;
Boso, Nathaniel ;
Hultman, Magnus ;
Leonidou, Constantinos N. .
JOURNAL OF BUSINESS RESEARCH, 2022, 139 :1218-1230