Impact of big data analytics on telecom companies' competitive advantage

被引:4
|
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 50 条
  • [21] Is data the key to sustainability? The roles of big data analytics, green innovation, and organizational identity in gaining green competitive advantage
    Mehmood, Khalid
    Kiani, Ataullah
    Rashid, Md
    TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT, 2023,
  • [22] FACTORS AFFECTING THE ADOPTION OF BIG DATA ANALYTICS IN COMPANIES
    Cabrera-Sanchez, Juan-Pedro
    Villarejo-Ramos, Angel F.
    RAE-REVISTA DE ADMINISTRACAO DE EMPRESAS, 2019, 59 (06): : 415 - 429
  • [23] The impact of business analytics capability on data-driven culture and exploration: achieving a competitive advantage
    Almazmomi, Najah
    Ilmudeen, Aboobucker
    Qaffas, Alaa A.
    BENCHMARKING-AN INTERNATIONAL JOURNAL, 2022, 29 (04) : 1264 - 1283
  • [24] Big Data Analytics in Building the Competitive Intelligence of Organizations
    Ranjan, Jayanthi
    Foropon, Cyril
    INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2021, 56
  • [25] The Impact of Big Data In Healthcare Analytics
    Akhtar, Usman
    Lee, Jong Won
    Bilal, Hafiz Syed Muhammad
    Ali, Taqdir
    Khan, Wajahat Ali
    Lee, Sungyoung
    2020 34TH INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN 2020), 2020, : 61 - 63
  • [26] Personal Data and the GDPR: Providing a Competitive Advantage for US Companies
    Voss, W. Gregory
    Houser, Kimberly A.
    AMERICAN BUSINESS LAW JOURNAL, 2019, 56 (02) : 287 - 344
  • [27] A Big Data Analytics Architecture for Smart Cities and Smart Companies
    Fugini, Mariagrazia
    Finocchi, Jacopo
    Locatelli, Paolo
    BIG DATA RESEARCH, 2021, 24
  • [28] Big Data analytics in Polish companies - selected research results
    Mach-Krol, Maria
    ICT MANAGEMENT FOR GLOBAL COMPETITIVENESS AND ECONOMIC GROWTH IN EMERGING ECONOMIES (ICTM), 2017, : 85 - 98
  • [29] Conceptual Framework for Implementing Temporal Big Data Analytics in Companies
    Mach-Krol, Maria
    APPLIED SCIENCES-BASEL, 2022, 12 (23):
  • [30] Valuation of big data analytics quality and competitive advantage with strategic alignment model: from Greek philosophy to contemporary conceptualization
    Theodorou, Petros
    Theodorou, Theodoros
    DATA SCIENCE IN FINANCE AND ECONOMICS, 2024, 4 (01): : 53 - 64