TableĀ 2

Mapping of sustainability KPIs to ERP functional modules

KPICalculation methodERP correspondenceAdded value (circular economy)
Product Utilization Rate (PUR)Reused or refurbished products are divided into returned or end-of-life productsProduct Reconditioning, RMA, and Reconditioning PlanningLifespan Extension: Keeps products in circulation through restorative cycles, preserving functional and economic value
Material Circulating Rate (MCR)Recycled material divided by total materialReturn for Recycling, Material Recovery, and SCMClosing Loops: Reduces reliance on virgin resources by quantifying materials from circular sources
Supplier Circularity Score (SCS)Recycled material from suppliers is divided by the total supplier material inputSupplier Sustainability Tracking and SCMUpstream Tracking: Assesses vendors' ecological practices and their use of recycled materials
Waste Recovery Rate (WRR)Recovered waste divided by total waste generatedReverse Logistics and Material Recovery TrackingMaterial Deployment: Measures the proportion of waste recovered, recycled, or valorized
Carbon Emissions Intensity (CEI)Total CO2 emissions divided by Gross Domestic Product (GDP)Manufacturing, Energy, and Emissions MonitoringImpact Measurement: Tracks environmental impact and resource intensity to support data-driven decisions
Water Intensity (WI)Total water consumed divided by production timeMES and Environmental MonitoringEfficiency: Real-time assessment of resource performance within the manufacturing process

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