BIG DATA ANALYTICS AS A STRATEGIC CAPABILITY: A SYSTEMATIC REVIEW

被引:0
|
作者
Bogdan, Mihai [1 ]
Borza, Anca [1 ]
机构
[1] Babes Bolyai Univ, Cluj Napoca, Romania
关键词
big data analytics; strategic management; systematic review; FIRM PERFORMANCE; BUSINESS INTELLIGENCE; SUPPLY CHAIN; PREDICTIVE ANALYTICS; IMPACT; AGILITY;
D O I
暂无
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Big data analytics gained the attention of both practitioners and researches. In terms of trends, it appears to be the next big thing, together with automation, machine learning and artificial intelligence. However, compared to the others, big data analytics, threatens to jeopardize the way managers themselves work. This is because they are the expected users of data in the decisional-making process. This means that, on one side, they have to be sponsors of the big data analytics change, and on the other side, they have to lead by example by entrusting their decisions on insights generated by data. The purpose of our study is to run a systematic review of the articles published on topic of big data analytics and organizational performance in the field of strategic management. As a methodology, we searched the articles indexed on ISI Web of Knowledge during period January 2005 - July 2019. Our first selection included 377 articles, which we further filtered based on our inclusion criteria: (1) field of strategic management; (2) empirical study; (3) based on a framework from management (4) relationship between big data analytics firm performance. The findings suggest that firms need to develop a big data analytics capability, which will have a positive impact upon financial performance, competitive advantage and operational performance which are the most used constructs within the analyzed articles.
引用
收藏
页码:575 / 583
页数:9
相关论文
共 50 条
  • [31] Strategic orientations, developmental culture, and big data capability
    Lin, Canchu
    Kunnathur, Anand
    [J]. JOURNAL OF BUSINESS RESEARCH, 2019, 105 : 49 - 60
  • [32] Big data analytics in strategic sales performance: mediating role of CRM capability and moderating role of leadership support
    Chatterjee, Sheshadri
    Chaudhuri, Ranjan
    Vrontis, Demetris
    [J]. EUROMED JOURNAL OF BUSINESS, 2022, 17 (03) : 295 - 311
  • [33] Big Data Analytics Capability and Governmental Performance: An Empirical Examination
    Ongena, Guido
    Davids, Arjen
    [J]. INTERNATIONAL JOURNAL OF ELECTRONIC GOVERNMENT RESEARCH, 2023, 19 (01)
  • [34] Big Data Analytics in Healthcare——A Systematic Literature Review and Roadmap for Practical Implementation
    Sohail Imran
    Tariq Mahmood
    Ahsan Morshed
    Timos Sellis
    [J]. IEEE/CAA Journal of Automatica Sinica, 2021, 8 (01) : 1 - 22
  • [35] Understanding Big Data Analytics Capability and Sustainable Supply Chains
    Cetindamar, Dilek
    Shdifat, Baraah
    Erfani, Eila
    [J]. INFORMATION SYSTEMS MANAGEMENT, 2022, 39 (01) : 19 - 33
  • [36] Big Data Features, Applications, and Analytics in Cardiology-A Systematic Literature Review
    Nazir, Shah
    Nawaz, Muhammad
    Adnan, Awais
    Shahzad, Sara
    Asadi, Shahla
    [J]. IEEE ACCESS, 2019, 7 : 143742 - 143771
  • [37] A systematic literature review on the use of big data analytics in humanitarian and disaster operations
    Abhilash Kondraganti
    Gopalakrishnan Narayanamurthy
    Hossein Sharifi
    [J]. Annals of Operations Research, 2024, 335 : 1015 - 1052
  • [38] A note on big data analytics capability development in supply chain
    Jha, Ashish Kumar
    Agi, Maher A. N.
    Ngai, Eric W. T.
    [J]. DECISION SUPPORT SYSTEMS, 2020, 138
  • [39] Values, challenges and future directions of big data analytics in healthcare: A systematic review
    Galetsi, P.
    Katsaliaki, K.
    Kumar, S.
    [J]. SOCIAL SCIENCE & MEDICINE, 2019, 241