Recovering the divide: A review of the big data analytics-strategy relationship

被引:14
作者
Talaoui, Yassine [1 ]
Kohtamaki, Marko [1 ,2 ,3 ]
Ranta, Mikko [4 ]
Paroutis, Sotirios [5 ]
机构
[1] Univ Vaasa, Sch Management, POB 700, FI-65101 Vaasa, Finland
[2] Univ South Eastern Norway, USN Business Sch, Notodden, Sweden
[3] Lulea Univ Technol, Entrepreneurship & Innovat, Lulea, Sweden
[4] Univ Vaasa, Sch Accounting & Finance, POB 700, FI-65101 Vaasa, Finland
[5] Univ Warwick, Warwick Business Sch, Coventry CV4 7AL, W Midlands, England
关键词
Review; Big data analytics; Strategy; Practice; Materiality; Semiotics; BUSINESS INTELLIGENCE SYSTEMS; DECISION-SUPPORT-SYSTEMS; INFORMATION-TECHNOLOGY; VALUE CREATION; ORGANIZATION THEORY; WEAK SIGNALS; AS-PRACTICE; MANAGEMENT; PERFORMANCE; CHALLENGES;
D O I
10.1016/j.lrp.2022.102290
中图分类号
F [经济];
学科分类号
02 ;
摘要
Research on big data analytics has been burgeoning in recent decades, yet its relationship with strategy continues to be overlooked. This paper reviews how big data analytics and strategy are portrayed across 228 articles, identifying two dominant discourses: an input-output discourse that views big data analytics as a computational capability supplementing prospective strategy formulation and an entanglement discourse that theorizes big data analytics as a socially con-structed agent that (re)shapes the emergent character of strategy formation. We deconstruct the inherent dichotomies of the input-output/entanglement divide and reveal how both discourses adopt disjointed positions vis-`a-vis relational causality and agency. We elaborate a semiotic view of big data analytics and strategy that transcends this standoff and provides a novel theoretical account for conjoined relationality between big data analytics and strategy.
引用
收藏
页数:40
相关论文
共 286 条
[1]  
Abbasi A, 2016, J ASSOC INF SYST, V17, pI
[2]   How to improve firm performance using big data analytics capability and business strategy alignment? [J].
Akter, Shahriar ;
Wamba, Samuel Fosso ;
Gunasekaran, Angappa ;
Dubey, Rameshwar ;
Childe, Stephen J. .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2016, 182 :113-131
[3]   Strategy on a Page: An ArchiMate-based tool for visualizing and designing strategy [J].
Aldea, Adina ;
Iacob, Maria-Eugenia ;
van Hillegersberg, Jos ;
Quartel, Dick ;
Franken, Henry .
INTELLIGENT SYSTEMS IN ACCOUNTING FINANCE & MANAGEMENT, 2018, 25 (02) :86-102
[4]  
Analoui F., 2002, J MANAG DEV, V21, P290, DOI DOI 10.1108/02621710210430281
[5]  
Anderson C., 2008, WIRED MAGAZINE JUL
[6]  
[Anonymous], 2012, Incomplete Nature: How Mind Emerged from Matter
[7]  
[Anonymous], 2006, Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management
[8]  
[Anonymous], 2004, Inference to the Best Explanation
[9]  
[Anonymous], 1996, Process Metaphysics: An Introduction to Process Philosophy
[10]  
[Anonymous], 2002, Tool-Being: Heidegger and the Metaphysics of Objects