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The Impact of Big Data Analytics on Company Performance in Supply Chain Management
- Source :
- Sustainability, Volume 11, Issue 18, BASE-Bielefeld Academic Search Engine, Sustainability, Vol 11, Iss 18, p 4864 (2019)
- Publication Year :
- 2019
- Publisher :
- Multidisciplinary Digital Publishing Institute, 2019.
-
Abstract
- Big data analytics can add value and provide a new perspective by improving predictive analysis and modeling practices. This research is centered on supply-chain management and how big data analytics can help Romanian supply-chain companies assess their experience, strategies, and professional capabilities in successfully implementing big data analytics, as well as assessing the tools needed to achieve these goals, including the results of implementation and performance achievement based on them. The research method used in the quantitative study was a sampling survey, using a questionnaire as a data collection tool. It included closed questions, measured with nominal and ordinal scales. A total of 205 managers provided complete and useful answers for this research. The collected data were analyzed with the Statistical Package for the Social Sciences (SPSS) package using frequency tables, contingency tables, and main component analysis. The major contributions of this research highlight the fact that companies are concerned with identifying new statistical methods, tools, and approaches, such as cloud computing and security technologies, that need to be rigorously explored.
- Subjects :
- Industry 4.0
Computer science
barriers
Geography, Planning and Development
Big data
TJ807-830
Cloud computing
010501 environmental sciences
Management, Monitoring, Policy and Law
TD194-195
01 natural sciences
Renewable energy sources
analytic tools
0502 economics and business
GE1-350
industry 4.0
implementation
supply-chain management
0105 earth and related environmental sciences
Supply chain management
Data collection
Environmental effects of industries and plants
Renewable Energy, Sustainability and the Environment
business.industry
05 social sciences
big data analytics
benefits
Data science
Environmental sciences
results
business
050203 business & management
Subjects
Details
- Language :
- English
- ISSN :
- 20711050
- Database :
- OpenAIRE
- Journal :
- Sustainability
- Accession number :
- edsair.doi.dedup.....d0e794645004474701f9b1e189ad53fd
- Full Text :
- https://doi.org/10.3390/su11184864