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 Tunku Abdul Rahman, Fac Business & Finance, Kampar, MalaysiaUniv Tunku Abdul Rahman, Fac Business & Finance, Kampar, Malaysia
Lee, Voon Hsien
Foo, Pik-Yin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tunku Abdul Rahman, Fac Business & Finance, Kampar, MalaysiaUniv Tunku Abdul Rahman, Fac Business & Finance, Kampar, Malaysia
Foo, Pik-Yin
Cham, Tat-Huei
论文数: 0引用数: 0
h-index: 0
机构:
UCSI Univ, UCSI Grad Business Sch, Sarawak, Malaysia
Tashkent State Univ Econ, Tashkent, UzbekistanUniv Tunku Abdul Rahman, Fac Business & Finance, Kampar, Malaysia
Cham, Tat-Huei
Hew, Teck-Soon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Business & Econ, Kuala Lumpur, MalaysiaUniv Tunku Abdul Rahman, Fac Business & Finance, Kampar, Malaysia
Hew, Teck-Soon
Tan, Garry Wei-Han
论文数: 0引用数: 0
h-index: 0
机构:
UCSI Univ, UCSI Grad Business Sch, Sarawak, Malaysia
Swinburne Univ Technol, Fac Business Design & Arts, Sarawak Campus, Kuchin, MalaysiaUniv Tunku Abdul Rahman, Fac Business & Finance, Kampar, Malaysia
Tan, Garry Wei-Han
Ooi, Keng-Boon
论文数: 0引用数: 0
h-index: 0
机构:
UCSI Univ, UCSI Grad Business Sch, Sarawak, Malaysia
FORE Sch Management, Delhi, IndiaUniv Tunku Abdul Rahman, Fac Business & Finance, Kampar, Malaysia
机构:
Hong Kong Polytech Univ, Dept Management & Mkt, Kowloon, Hong Kong, Peoples R ChinaTrinity Coll Dublin, Coll Green, Trinity Business Sch, Dublin 2, Ireland
机构:
Univ Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USAUniv Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USA
Gunasekaran, Angappa
Papadopoulos, Thanos
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kent Sail & Colour Loft, Kent Business Sch, Chatham ME4 4TE, Kent, EnglandUniv Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USA
Papadopoulos, Thanos
Dubey, Rameshwar
论文数: 0引用数: 0
h-index: 0
机构:
Constituent Symbiosis Int Univ, Symbiosis Inst Operat Management, CIDCONew, Plot A-23,Shravan Sect, Nasik 422008, IndiaUniv Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USA
Dubey, Rameshwar
Wamba, Samuel Fosso
论文数: 0引用数: 0
h-index: 0
机构:
Toulouse Business Sch, Toulouse, FranceUniv Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USA
Wamba, Samuel Fosso
Childe, Stephen J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Plymouth, Plymouth Business Sch, Plymouth PLA 8AA, Devon, EnglandUniv Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USA
Childe, Stephen J.
论文数: 引用数:
h-index:
机构:
Hazen, Benjamin
Akter, Shahriar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wollongong, Sch Management Operat & Mkt, Wollongong, NSW 2522, AustraliaUniv Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USA
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