Supply Chain Analytics

Supply Chain Analytics is the application of quantitative and analytical methods to supply chain data to identify patterns, optimize operations, and support evidence-based decision-making within supply chain management.

493

Publications

44.3K

Citations

1.3K

Authors

686

Institutions

Publications per year

2017–2026

355

Parents

Business AnalyticsDecision SciencesSupply Chain Management

Children

Bullwhip EffectCustomer Service AnalyticsDistribution AnalyticsDistribution Network DesignInventory AnalyticsLead Time AnalysisLogistics AnalyticsMulti-echelon Inventory ManagementOrder FulfillmentPerformance Analytics

Publications

493

The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics

Dmitry Ivanov, Alexandre Dolgui, Boris Sokolov · International Journal of Production Research · 2018 · 1.9K citations

Management, Risk Management, Supply Chain Management +17

Big data analytics in logistics and supply chain management: Certain investigations for research and applications

Gang Wang, Angappa Gunasekaran, Eric W.T. Ngai · International Journal of Production Economics · 2016 · 1.5K citations · Full text

Management, Management Information Systems, Supply Chain Management +16

Big data and predictive analytics for supply chain and organizational performance

Angappa Gunasekaran, Rameshwar Dubey, Samuel Fosso Wamba et al. · Journal of Business Research · 2016 · 1.1K citations

Management, Management Information Systems, Supply Chain Management +17

The seven value stream mapping tools

Peter Hines, Nick Rich · International Journal of Operations & Production Management · 1997 · 933 citations

Management, Operations Management, Supply Chain Management +12

Artificial intelligence in supply chain management: A systematic literature review

Reza Toorajipour, Vahid Sohrabpour, Ali Nazarpour et al. · Journal of Business Research · 2020 · 909 citations · Full text

Management, Supply Chain Management, Logistics Management +7

1–5 of 493

Authors

1.3K

SF
Samuel Fosso Wamba
TBS Education, France
11 publications · 3.3K citations
11
h-index
AG
Angappa Gunasekaran
California State University, Bakersfield, United States
9 publications · 4.1K citations
9
h-index
RD
Rameshwar Dubey
Symbiosis International University, India
8 publications · 2.7K citations
8
h-index
RF
Reza Farzipoor Saen
Islamic Azad University, Karaj, Iran
5 publications · 332 citations
6
h-index
DI
Dmitry Ivanov
Berlin School of Economics and Law, Germany
5 publications · 2.9K citations
5
h-index

1–5 of 1.3K

Institutions

686

1–8 of 686

Venues

International Journal of Production Research
22 publications · 4.3K citations
21
h-index
International Journal of Production Economics
18 publications · 5.1K citations
18
h-index
Annals of Operations Research
17 publications · 1.9K citations
17
h-index
Computers & Industrial Engineering
16 publications · 2.1K citations
15
h-index
Transportation Research Part E Logistics and Transportation Review
13 publications · 2.4K citations
13
h-index

1–5

See also Supply Chain Analytics
Core Methods	Predictive Analytics Prescriptive Analytics Demand Forecasting Machine Learning Data Mining Descriptive Analytics Supervised Learning Unsupervised Learning Reinforcement Learning Time Series Forecasting Statistical Modeling Simulation Studies What-if Analysis Heuristics Optimization Diagnostic Analytics Agent-based Modeling
Applications	Supply Chain Visibility Demand Forecasting Supply Chain Risk Management Procurement Inventory Optimization Transportation Planning Supplier Relationship Management Predictive Maintenance Production Planning Fleet Management Pricing Optimization Quality Control
Data Sources	Enterprise Resource Planning Iot Sensors Radio-frequency Identification Life Cycle Assessment Software Monitoring Sustainability Reporting Shipment Tracking Analytics
Performance Metrics	Performance Indicators Balanced Scorecard Activity-based Costing Cash-to-cash Cycle Time Defect Rate Lead Time Variability Inventory Turnover Order Accuracy Return On Assets Safety Stock
Implementation Challenges	Data Quality Data Privacy Cybersecurity Incident Risk Skill Gaps Resistance To Change Organizational Restructuring Interoperability Regulatory Compliance