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:
Al Imam Mohammad Ibn Saud Islamic Univ IMSIU, Business Adm, Coll Econ & Adm Sci, Riyadh, Saudi ArabiaAl Imam Mohammad Ibn Saud Islamic Univ IMSIU, Business Adm, Coll Econ & Adm Sci, Riyadh, Saudi Arabia
Alsadi, Amin Khalil
Alaskar, Thamir Hamad
论文数: 0引用数: 0
h-index: 0
机构:
Al Imam Mohammad Ibn Saud Islamic Univ IMSIU, Business Adm Dept, Coll Econ & Adm Sci, Riyadh, Saudi ArabiaAl Imam Mohammad Ibn Saud Islamic Univ IMSIU, Business Adm, Coll Econ & Adm Sci, Riyadh, Saudi Arabia
Alaskar, Thamir Hamad
Mezghani, Karim
论文数: 0引用数: 0
h-index: 0
机构:
Al Imam Mohammad Ibn Saud Islamic Univ IMSIU, Coll Econ & Adm Sci, Riyadh, Saudi Arabia
Sfax Univ, Sfax, TunisiaAl Imam Mohammad Ibn Saud Islamic Univ IMSIU, Business Adm, Coll Econ & Adm Sci, Riyadh, Saudi Arabia
机构:
Islamic Azad Univ, Dept Management & Econ, Sci & Res Branch, Tehran 1477893855, IranIslamic Azad Univ, Dept Management & Econ, Sci & Res Branch, Tehran 1477893855, Iran
Rezaei, Ghazal
Hosseini, Seyed Mohammad Hassan
论文数: 0引用数: 0
h-index: 0
机构:
Shahrood Univ Technol, Dept Ind Engn & Management, Shahrood 3619995161, IranIslamic Azad Univ, Dept Management & Econ, Sci & Res Branch, Tehran 1477893855, Iran
Hosseini, Seyed Mohammad Hassan
Sana, Shib Sankar
论文数: 0引用数: 0
h-index: 0
机构:
Kishore Bharati Bhagini Nivedita Coll, Dept Math, Kolkata 700060, IndiaIslamic Azad Univ, Dept Management & Econ, Sci & Res Branch, Tehran 1477893855, Iran
机构:
Beijing Inst Petrochem Technol, Sch Econ & Management, Beijing, Peoples R ChinaBeijing Inst Petrochem Technol, Sch Econ & Management, Beijing, Peoples R China
Sun Tongtong
Cheng Xinhang
论文数: 0引用数: 0
h-index: 0
机构:
Grad Student Univ Jinan, Business Sch, Jinan 250024, Peoples R ChinaBeijing Inst Petrochem Technol, Sch Econ & Management, Beijing, Peoples R China
机构:
Toulouse Business Sch, 20 Blvd Lascrosses, F-31068 Toulouse, FranceToulouse Business Sch, 20 Blvd Lascrosses, F-31068 Toulouse, France
Wamba, Samuel Fosso
Gunasekaran, Angappa
论文数: 0引用数: 0
h-index: 0
机构:
Calif State Univ Bakersfield, Sch Business & Publ Adm, 9001 Stockdale Highway, Bakersfield, CA 93311 USAToulouse Business Sch, 20 Blvd Lascrosses, F-31068 Toulouse, France
Gunasekaran, Angappa
Dubey, Rameshwar
论文数: 0引用数: 0
h-index: 0
机构:
Montpellier Res Management, Montpellier Business Sch, 2300 Ave Moulins, F-34185 Montpellier, FranceToulouse Business Sch, 20 Blvd Lascrosses, F-31068 Toulouse, France
Dubey, Rameshwar
Ngai, Eric W. T.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Kowloon, Hong Kong, Peoples R ChinaToulouse Business Sch, 20 Blvd Lascrosses, F-31068 Toulouse, France
机构:
Univ Johannesburg, Post Grad Sch Engn Management, Fac Engn & Built Environm, Johannesburg, South AfricaUniv Johannesburg, Post Grad Sch Engn Management, Fac Engn & Built Environm, Johannesburg, South Africa
Bag, Surajit
Wood, Lincoln C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Otago, Dept Management, Dunedin, New Zealand
Curtin Univ, Sch Management, Perth, WA, AustraliaUniv Johannesburg, Post Grad Sch Engn Management, Fac Engn & Built Environm, Johannesburg, South Africa
Wood, Lincoln C.
Xu, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Civil Aviat Univ China, Econ & Management Coll, Tianjin 300300, Peoples R China
Civil Aviat Univ China, Res Ctr Environm & Sustainable Dev China Civil Av, Tianjin 300300, Peoples R ChinaUniv Johannesburg, Post Grad Sch Engn Management, Fac Engn & Built Environm, Johannesburg, South Africa
Xu, Lei
Dhamija, Pavitra
论文数: 0引用数: 0
h-index: 0
机构:
Univ Johannesburg, Dept Ind Psychol & People Management, Coll Business & Econ, Johannesburg, South AfricaUniv Johannesburg, Post Grad Sch Engn Management, Fac Engn & Built Environm, Johannesburg, South Africa
Dhamija, Pavitra
Kayikci, Yasanur
论文数: 0引用数: 0
h-index: 0
机构:
Turkish German Univ, Engn Fac, Sahinkaya Cad 86, TR-34820 Beykoz, TurkeyUniv Johannesburg, Post Grad Sch Engn Management, Fac Engn & Built Environm, Johannesburg, South Africa