Big data analytics;
SMEs;
Indian manufacturing sector;
Project performance;
Sustainability;
Structural equation modelling;
SUPPLY CHAIN MANAGEMENT;
PREDICTIVE ANALYTICS;
SUSTAINABLE DEVELOPMENT;
KNOWLEDGE MANAGEMENT;
INFORMATION;
IMPACT;
FRAMEWORK;
CAPABILITIES;
OPERATIONS;
CHALLENGES;
D O I:
10.1108/JEIM-12-2019-0394
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
Purpose This study aims to investigate the mediating role of "Big Data Analytics" played between "Project Performance" and nine factors including top management, project knowledge management focus on sustainability, green purchasing, environmental technologies, social responsibility, project operational capabilities, project complexity, collaboration and explorative learning, and project success. Design/methodology/approach A sample of 321 responses from 106 Indian manufacturing small and medium-scaled enterprises (SMEs) was collected. Data were analyzed using empirical analysis through structural equation modeling. Findings The result shows that project knowledge management, green purchasing and project operational capabilities require the mediating support of big data analytics. The adoption of big data analytics has a positive influence on project performance in the manufacturing sector. Practical implications This study is useful to SMEs managers, practitioners and government policymakers to develop an understanding of big data analytics, eliminate challenges in the adoption of big data, and formulate strategies to handle projects efficiently in SMEs in the context of Indian manufacturing. Originality/value For the first time, big data for manufacturing firms handing innovative projects was discussed in the Indian SME context.
机构:
Virginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Virginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Abrahams, Alan S.
Fan, Weiguo
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech, Accounting & Informat Syst Dept, Blacksburg, VA 24061 USA
Shanghai Univ Finance & Econ, Sch Informat Engn & Management, Shanghai, Peoples R ChinaVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Fan, Weiguo
Wang, G. Alan
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Wang, G. Alan
Zhang, Zhongju
论文数: 0引用数: 0
h-index: 0
机构:
Univ Connecticut, Sch Business, Operat & Informat Management Dept, Storrs, CT 06269 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Zhang, Zhongju
Jiao, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Microsoft, Bellevue, WA 98004 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
机构:
Wayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USAWayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USA
Almohri, Haidar
Chinnam, Ratna Babu
论文数: 0引用数: 0
h-index: 0
机构:
Wayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USAWayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USA
Chinnam, Ratna Babu
Colosimo, Mark
论文数: 0引用数: 0
h-index: 0
机构:
Integrated Analyt, Urban Sci, 400 Renaissance Ctr, Detroit, MI 48243 USAWayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USA
机构:
Virginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Virginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Abrahams, Alan S.
Fan, Weiguo
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech, Accounting & Informat Syst Dept, Blacksburg, VA 24061 USA
Shanghai Univ Finance & Econ, Sch Informat Engn & Management, Shanghai, Peoples R ChinaVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Fan, Weiguo
Wang, G. Alan
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Wang, G. Alan
Zhang, Zhongju
论文数: 0引用数: 0
h-index: 0
机构:
Univ Connecticut, Sch Business, Operat & Informat Management Dept, Storrs, CT 06269 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Zhang, Zhongju
Jiao, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Microsoft, Bellevue, WA 98004 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
机构:
Wayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USAWayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USA
Almohri, Haidar
Chinnam, Ratna Babu
论文数: 0引用数: 0
h-index: 0
机构:
Wayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USAWayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USA
Chinnam, Ratna Babu
Colosimo, Mark
论文数: 0引用数: 0
h-index: 0
机构:
Integrated Analyt, Urban Sci, 400 Renaissance Ctr, Detroit, MI 48243 USAWayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USA