Ecommerce Supply Chain Research — WinsBS Research Institute
The Ecommerce Supply Chain Division studies end-to-end logistics performance across U.S. and global fulfillment networks, focusing on service reliability, cost efficiency, inventory flow, carrier behavior, and operational resilience in modern ecommerce environments.
Research Declaration
Established in 2025, the Ecommerce Supply Chain Division conducts quantitative analyses on fulfillment-network performance, freight variability, labor and capacity allocation, warehouse efficiency, and last-mile delivery reliability. The division models ecommerce supply chain performance through metrics integrating service consistency, operational cost structures, inventory positioning, and lead-time variance.
Its publications and datasets are used by ecommerce 3PL operators, network planners, policy researchers, and logistics analysts to evaluate the long-term sustainability and resilience of U.S. domestic and cross-border supply chain systems.
Reference Data & Partner Institutions
The Ecommerce Supply Chain Division integrates validated public, academic, and commercial datasets to ensure transparency, replicability, and methodological consistency in all modeling.
- U.S. Census Bureau — E-commerce Sales & Flow Data
- Bureau of Transportation Statistics (BTS) — National Freight Movements
- Armstrong & Associates — 3PL Market & Performance Benchmarks
- CSCMP — State of Logistics Report
- UNCTAD — Maritime & Air Cargo Indices
- FreightWaves SONAR — Freight Market Analytics
- OECD — SME Ecommerce & Supply Chain Studies
- WarehouseQuote — U.S. Storage & Labor Indices
Annual & Thematic Reports Archive
Note: WinsBS Research’s Ecommerce Supply Chain datasets integrate U.S. government statistics, OECD frameworks, and proprietary fulfillment-network performance analytics. Earlier baselines are benchmarked using BTS, UNCTAD, and Armstrong & Associates data releases.
Dataset Access Policy & Request Form
WinsBS Ecommerce Supply Chain datasets are restricted to qualified researchers for non-commercial analysis. Requests undergo validation and review by the Supply Chain Data Committee.
Institutional Statement
The Supply Chain Division operates within WinsBS Research’s unified WEDF-7 framework. All data is verified against standardized resilience metrics and maintained under open academic reproducibility principles.
Contact: support@winsbs.com