Big data;
Contingency theory;
Dynamic capability view;
Analytics capability;
Big data analytics capability;
FIRM PERFORMANCE;
COMPETITIVE ADVANTAGE;
PREDICTIVE ANALYTICS;
DYNAMIC CAPABILITIES;
ENVIRONMENTAL UNCERTAINTY;
BUSINESS INTELLIGENCE;
STRATEGIC FLEXIBILITY;
MANAGEMENT RESEARCH;
DATA SCIENCE;
OPERATIONS;
D O I:
10.1108/MD-01-2018-0119
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
Purpose The purpose of this paper is to examine when and how organizations build big data analytics capability (BDAC) to improve supply chain agility (SCA) and gain competitive advantage. Design/methodology/approach The authors grounded the theoretical framework in two perspectives: the dynamic capabilities view and contingency theory. To test the research hypotheses, the authors gathered 173 usable responses using a pre-tested questionnaire. Findings The results suggest that BDAC has a positive and significant effect on SCA and competitive advantage. Further, the results support the hypothesis that organizational flexibility (OF) has a positive and significant moderation effect on the path joining BDAC and SCA. However, contrary to the belief, the authors found no support for the moderation effect of OF on the path joining BDAC and competitive advantage. Originality/value The study makes some useful contributions to the literature on BDAC, SCA, OF, and competitive advantage. Moreover, the results may further motivate future scholars to replicate the findings using longitudinal data.
机构:
Univ Jyvaskyla, Sch Business & Econ, Jyvaskyla, Finland
Univ Jyvaskyla, Sch Business & Econ, POB 35, FIN-40014 Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Jyvaskyla, Finland
Vesterinen, Mikko
Mero, Joel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jyvaskyla, Sch Business & Econ, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Jyvaskyla, Finland
Mero, Joel
Skippari, Mika
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jyvaskyla, Sch Business & Econ, Jyvaskyla, FinlandUniv Jyvaskyla, Sch Business & Econ, Jyvaskyla, Finland
机构:
Dalian Univ Technol, Fac Econ & Management, Dalian 116024, Peoples R ChinaDalian Univ Technol, Fac Econ & Management, Dalian 116024, Peoples R China
Irfan, Muhammad
Wang, Mingzheng
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Sch Management, Hangzhou 310058, Peoples R ChinaDalian Univ Technol, Fac Econ & Management, Dalian 116024, Peoples R China
Wang, Mingzheng
Akhtar, Naeem
论文数: 0引用数: 0
h-index: 0
机构:
Univ Int Business & Econ, Sch Business, Dept Mkt, Beijing 100029, Peoples R ChinaDalian Univ Technol, Fac Econ & Management, Dalian 116024, Peoples R China