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:
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
机构:
Liaoning Univ, Sunwah Int Business Sch, Shenyang, Liaoning, Peoples R ChinaLiaoning Univ, Sunwah Int Business Sch, Shenyang, Liaoning, Peoples R China
Zhang, Hua
Wang, Lifang
论文数: 0引用数: 0
h-index: 0
机构:
Heilongjiang Univ, Sch Econ & Business, Harbin, Heilongjiang, Peoples R ChinaLiaoning Univ, Sunwah Int Business Sch, Shenyang, Liaoning, Peoples R China
Wang, Lifang
Yang, Hongji
论文数: 0引用数: 0
h-index: 0
机构:
Univ Leicester, Sch Comp & Math Sci, Leicester, EnglandLiaoning Univ, Sunwah Int Business Sch, Shenyang, Liaoning, Peoples R China
Yang, Hongji
Yu, Chunyuan
论文数: 0引用数: 0
h-index: 0
机构:
Liaoning Mechatron Coll, Fundamental Educ Dept, Dandong, Liaoning, Peoples R ChinaLiaoning Univ, Sunwah Int Business Sch, Shenyang, Liaoning, Peoples R China
Yu, Chunyuan
Xia, Fubin
论文数: 0引用数: 0
h-index: 0
机构:
Heilongjiang Univ, Sch Econ & Business, Harbin, Heilongjiang, Peoples R ChinaLiaoning Univ, Sunwah Int Business Sch, Shenyang, Liaoning, Peoples R China
Xia, Fubin
Xue, Xinzhe
论文数: 0引用数: 0
h-index: 0
机构:
Huainan Vocat & Tech Coll, Huainan, Anhui, Peoples R ChinaLiaoning Univ, Sunwah Int Business Sch, Shenyang, Liaoning, Peoples R China
机构:
Chongqing Jiaotong Univ, Sch Econ & Management, Chongqing, Peoples R China
Roehampton Univ, Fac Business & Law, London, EnglandChongqing Jiaotong Univ, Sch Econ & Management, Chongqing, Peoples R China
Feng, Mengying
Zhou, Mengsha
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Three Gorges Vocat Coll, Chongqing, Peoples R ChinaChongqing Jiaotong Univ, Sch Econ & Management, Chongqing, Peoples R China
Zhou, Mengsha
Matejun, Marek
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lodz, Fac Management, Lodz, PolandChongqing Jiaotong Univ, Sch Econ & Management, Chongqing, Peoples R China
机构:
Univ Manchester, Alliance Manchester Business Sch, Manchester, Lancs, EnglandUniv Manchester, Alliance Manchester Business Sch, Manchester, Lancs, England
Liu, Chien-Hung
Mehandjiev, Nikolay
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Alliance Manchester Business Sch, Manchester, Lancs, EnglandUniv Manchester, Alliance Manchester Business Sch, Manchester, Lancs, England
Mehandjiev, Nikolay
INFORMATION SYSTEMS, EMCIS 2019,
2020,
381
: 594
-
608
机构:
Univ Roehampton, Roehampton Business Sch, London SW15 5SL, EnglandUniv Roehampton, Roehampton Business Sch, London SW15 5SL, England
Yu, Wantao
Zhao, Gen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Roehampton, Roehampton Business Sch, London SW15 5SL, EnglandUniv Roehampton, Roehampton Business Sch, London SW15 5SL, England
Zhao, Gen
Liu, Qi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Roehampton, Roehampton Business Sch, London SW15 5SL, EnglandUniv Roehampton, Roehampton Business Sch, London SW15 5SL, England
Liu, Qi
Song, Yongtao
论文数: 0引用数: 0
h-index: 0
机构:
Henan Univ, Inst Management Sci & Engn, Business Sch, Kaifeng 475004, Peoples R ChinaUniv Roehampton, Roehampton Business Sch, London SW15 5SL, England