A systematic literature review towards a conceptual framework for enablers and barriers of an enterprise data science strategy

被引:7
|
作者
Reddy, Rajesh Chidananda [1 ]
Bhattacharjee, Biplab [2 ]
Mishra, Debasisha [3 ]
Mandal, Anandadeep [4 ]
机构
[1] Indian Inst Management Shillong, Shillong, Meghalaya, India
[2] Indian Inst Management Shillong, Informat Syst & Analyt Area, Shillong 793018, Meghalaya, India
[3] Indian Inst Management Shillong, Strateg Management Area, Shillong, Meghalaya, India
[4] Univ Birmingham, Dept Finance, Birmingham, W Midlands, England
关键词
Data science; Strategy; Enablers; Barriers; Digitalization; BIG DATA ANALYTICS; FIRM PERFORMANCE; BUSINESS INTELLIGENCE; DIGITAL TRANSFORMATION; DATA CHALLENGES; MANAGEMENT; ADOPTION; ORGANIZATIONS; CAPABILITIES; AGILITY;
D O I
10.1007/s10257-022-00550-x
中图分类号
F [经济];
学科分类号
02 ;
摘要
While embracing digitalization that is further accentuated by the Covid-19 pandemic, the real business outcome is achieved through a robust and well-crafted 'Data Science Strategy' (DSS), as significant constituent of Enterprise Digital Strategy. Extant literature has studied the challenges in adoption of components of 'Data Science' in discrete for various industry sectors and domains. There is dearth of studies on comprehensive 'Data Science' adoption as an umbrella constituting all of its components. The study conducts a "Systematic Literature Review (SLR)" on enablers and barriers affecting the implementation and success of DSS in enterprises. The SLR comprised of 113 published articles during the period 1998 and 2021. In this SLR, we address the gap by synthesizing and proposing a novel framework of 'Enablers and Barriers' influencing the success of DSS in enterprises. The proposed framework of 'Data Science Strategy' can help organizations taking the right steps towards successful implementation of 'Data Science' projects.
引用
收藏
页码:223 / 255
页数:33
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