First-order concepts – aggregate dimensions map
| First-order concepts | Second-order concepts | Aggregate dimensions |
|---|---|---|
| Artificial intelligence | Digital Technology | Digital Technology |
| Autonomy | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Cloud computing | Digital Technology | Digital Technology |
| Cloud factory | Economic transformation | Productivity |
| Smart factory | Capability | |
| Social value creation | Sustainability | |
| Cobots | Digital Technology | Digital Technology |
| Computing infrastructure | Digital Technology | Digital Technology |
| Connected enterprise | Supply chain optimization/Interoperability | Productivity |
| Connectivity | Resource and Process Optimization | Productivity |
| Cost-effectiveness | Economic transformation | Productivity |
| Data acquisition | Data Capability | Capability |
| Data Analytics | Data Capability | Capability |
| Data Capability | Data Capability | Capability |
| Data processing | Data Capability | Capability |
| Digital Enterprise | Supply chain optimization/Interoperability | Productivity |
| Digital Fabrication | Resource and Process Optimization | Productivity |
| Digitization | Resource and Process Optimization | Productivity |
| Digitization of Shopfloor processes | Resource and Process Optimization | Productivity |
| Edge computing | Digital Technology | Digital Technology |
| Emergence (System of Systems) | Supply chain optimization/Interoperability | Productivity |
| Enhanced Manufacturing capabilities | Resource and Process Optimization | Productivity |
| Enhanced Operating and production processes | Resource and Process Optimization | Productivity |
| Task transformation | Safety | |
| Enterprise Information Systems | Supply chain optimization/Interoperability | Productivity |
| Extended reality | Digital Technology | Digital Technology |
| Flexibility | Resource and Process Optimization | Productivity |
| Flexible production systems | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Holistic Enterprise transformation | Supply chain optimization/Interoperability | Productivity |
| Hyperconnectivity | Resource and Process Optimization | Productivity |
| Improved production capabilities | Resource and Process Optimization | Productivity |
| Information and data transparency | Data Capability | Capability |
| Integrated production enterprise | Supply chain optimization/Interoperability | Productivity |
| Integrated systems and processes | Resource and Process Optimization | Productivity |
| Integrated value chain | Supply chain optimization/Interoperability | Productivity |
| Intelligent actions | Resource and Process Optimization | Productivity |
| Sustainability | ||
| IoT | Digital Technology | Digital Technology |
| Live virtual construct | Digital Technology | Digital Technology |
| Machine Learning | Digital Technology | Digital Technology |
| Man-machine collaboration | Task transformation | Productivity |
| Safety | ||
| Manufacturing cost optimization | Economic transformation | Productivity |
| Mass Product Customization | Mass Product Customization | Customer experience |
| Product lifecycle transformation | Productivity | |
| New customer experience capabilities | Product lifecycle transformation | Customer experience |
| Nextgen Communication | Digital Technology | Digital Technology |
| Optimal socio-economic value | Economic transformation | Productivity |
| Sustainability | ||
| Social value creation | Sustainability | |
| OT (Operating technologies) Digitization | Resource and Process Optimization | Productivity |
| OT-IT Integration | Resource and Process Optimization | Productivity |
| Persistent customer engagement | Customer engagement | Customer experience |
| Physical virtual information loop | Data Capability | Capability |
| Physical virtual integration | Supply chain optimization/Interoperability | Productivity |
| Process digitization | Resource and Process Optimization | Productivity |
| Process Efficiency | Resource and Process Optimization | Productivity |
| Process Flexibility | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Product development capability | Product lifecycle transformation | Customer experience |
| Productivity | ||
| Product lifecycle integration | Resource and Process Optimization | Productivity |
| Production capability transformation | Resource and Process Optimization | Productivity |
| Task transformation | Safety | |
| Production ecosystems | Supply chain optimization/Interoperability | Productivity |
| Rapid delivery of customer requirements | Product lifecycle transformation | Customer experience |
| Productivity | ||
| Real-time business intelligence | Data Capability | Capability |
| Boundary removal | Resource and Process Optimization | Productivity |
| Robotics | Digital Technology | Digital Technology |
| Sensors | Digital Technology | Digital Technology |
| Smart capability technologies | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Technology features | Safety | |
| Smart enterprise | Resource and Process Optimization | Productivity |
| Smart factory | Smart factory | Capability |
| Smart operations | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Smart processes | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Smart product | Product lifecycle transformation | Customer experience |
| Productivity | ||
| Smart product | Capability | |
| Smart production and supply chain processes | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Smart production systems | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Smart solutions | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Technology features | Safety | |
| Smart supply chain | Smart supply chain | Capability |
| Smartness | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Sovereign Manufacturing Capability | Economic transformation | Productivity |
| Sustainability | ||
| Stimuli responsiveness | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Technology features | Safety | |
| Superior value realization | Economic transformation | Productivity |
| Sustainability | ||
| Value of data | Economic transformation | Productivity |
| Sustainability | ||
| Vertical integration | Supply chain optimization/Interoperability | Productivity |
| Visibility | Resource and Process Optimization | Productivity |
| First-order concepts | Second-order concepts | Aggregate dimensions |
|---|---|---|
| Artificial intelligence | Digital Technology | Digital Technology |
| Autonomy | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Cloud computing | Digital Technology | Digital Technology |
| Cloud factory | Economic transformation | Productivity |
| Smart factory | Capability | |
| Social value creation | Sustainability | |
| Cobots | Digital Technology | Digital Technology |
| Computing infrastructure | Digital Technology | Digital Technology |
| Connected enterprise | Supply chain optimization/Interoperability | Productivity |
| Connectivity | Resource and Process Optimization | Productivity |
| Cost-effectiveness | Economic transformation | Productivity |
| Data acquisition | Data Capability | Capability |
| Data Analytics | Data Capability | Capability |
| Data Capability | Data Capability | Capability |
| Data processing | Data Capability | Capability |
| Digital Enterprise | Supply chain optimization/Interoperability | Productivity |
| Digital Fabrication | Resource and Process Optimization | Productivity |
| Digitization | Resource and Process Optimization | Productivity |
| Digitization of Shopfloor processes | Resource and Process Optimization | Productivity |
| Edge computing | Digital Technology | Digital Technology |
| Emergence (System of Systems) | Supply chain optimization/Interoperability | Productivity |
| Enhanced Manufacturing capabilities | Resource and Process Optimization | Productivity |
| Enhanced Operating and production processes | Resource and Process Optimization | Productivity |
| Task transformation | Safety | |
| Enterprise Information Systems | Supply chain optimization/Interoperability | Productivity |
| Extended reality | Digital Technology | Digital Technology |
| Flexibility | Resource and Process Optimization | Productivity |
| Flexible production systems | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Holistic Enterprise transformation | Supply chain optimization/Interoperability | Productivity |
| Hyperconnectivity | Resource and Process Optimization | Productivity |
| Improved production capabilities | Resource and Process Optimization | Productivity |
| Information and data transparency | Data Capability | Capability |
| Integrated production enterprise | Supply chain optimization/Interoperability | Productivity |
| Integrated systems and processes | Resource and Process Optimization | Productivity |
| Integrated value chain | Supply chain optimization/Interoperability | Productivity |
| Intelligent actions | Resource and Process Optimization | Productivity |
| Sustainability | ||
| IoT | Digital Technology | Digital Technology |
| Live virtual construct | Digital Technology | Digital Technology |
| Machine Learning | Digital Technology | Digital Technology |
| Man-machine collaboration | Task transformation | Productivity |
| Safety | ||
| Manufacturing cost optimization | Economic transformation | Productivity |
| Mass Product Customization | Mass Product Customization | Customer experience |
| Product lifecycle transformation | Productivity | |
| New customer experience capabilities | Product lifecycle transformation | Customer experience |
| Nextgen Communication | Digital Technology | Digital Technology |
| Optimal socio-economic value | Economic transformation | Productivity |
| Sustainability | ||
| Social value creation | Sustainability | |
| OT (Operating technologies) Digitization | Resource and Process Optimization | Productivity |
| OT-IT Integration | Resource and Process Optimization | Productivity |
| Persistent customer engagement | Customer engagement | Customer experience |
| Physical virtual information loop | Data Capability | Capability |
| Physical virtual integration | Supply chain optimization/Interoperability | Productivity |
| Process digitization | Resource and Process Optimization | Productivity |
| Process Efficiency | Resource and Process Optimization | Productivity |
| Process Flexibility | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Product development capability | Product lifecycle transformation | Customer experience |
| Productivity | ||
| Product lifecycle integration | Resource and Process Optimization | Productivity |
| Production capability transformation | Resource and Process Optimization | Productivity |
| Task transformation | Safety | |
| Production ecosystems | Supply chain optimization/Interoperability | Productivity |
| Rapid delivery of customer requirements | Product lifecycle transformation | Customer experience |
| Productivity | ||
| Real-time business intelligence | Data Capability | Capability |
| Boundary removal | Resource and Process Optimization | Productivity |
| Robotics | Digital Technology | Digital Technology |
| Sensors | Digital Technology | Digital Technology |
| Smart capability technologies | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Technology features | Safety | |
| Smart enterprise | Resource and Process Optimization | Productivity |
| Smart factory | Smart factory | Capability |
| Smart operations | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Smart processes | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Smart product | Product lifecycle transformation | Customer experience |
| Productivity | ||
| Smart product | Capability | |
| Smart production and supply chain processes | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Smart production systems | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Smart solutions | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Technology features | Safety | |
| Smart supply chain | Smart supply chain | Capability |
| Smartness | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Sovereign Manufacturing Capability | Economic transformation | Productivity |
| Sustainability | ||
| Stimuli responsiveness | Resource and Process Optimization | Productivity |
| Sustainability | ||
| Technology features | Safety | |
| Superior value realization | Economic transformation | Productivity |
| Sustainability | ||
| Value of data | Economic transformation | Productivity |
| Sustainability | ||
| Vertical integration | Supply chain optimization/Interoperability | Productivity |
| Visibility | Resource and Process Optimization | Productivity |
Source(s): Authors work
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