Coordination capabilities
| Sub-theme | Underlying codes | Industry 4.0 tools | Corpus references |
|---|---|---|---|
| Complexity | Aiding in complex decision-making; data gathering for medicinal products; improving interoperability issue; traceability; data transparency; integration; counterfeit medicines; supply chain visibility; resilience and flexibility | Procurement 4.0; AI; blockchain; IoMT; machine learning | 1, 5, 6, 7, 8, 9, 15, 33, 37, 40, 43, 46, 48, 55, 56, 57, 59, 60, 62, 66, 68, 73, 74, 81, 84, 85, 86, 90, 92, 94, 95, 96, 97, 99, 100, 104, 105, 106, 107, 109, 112 |
| Privacy, security and technical limitations | Vulnerability; transparency; security and privacy; storage capacity; traceability; complexity; interoperability issue; inventories optimisation challenge; visibility and coordination improvement challenge; digitalisation; collaboration; technological readiness; privacy-preserving issue; cyberattacks | Blockchain; AI; IoMT; data analytics; IoE; | 9, 12, 29, 33, 40, 49, 51, 54, 56, 57, 58, 61, 62, 67, 68, 69, 71, 73, 74, 75, 76, 79, 81, 85, 89, 91, 93, 94, 96, 99, 101, 107, 109, 112, 114 |
| Decision-making | Aiding in complex decision-making; improving stakeholder management; improving traceability; innovative procurement; creating data transparency; data analysis - integration | Procurement 4.0; ML-based solutions; BDA; blockchain; AI | 5, 10, 24, 27, 29, 32, 35, 50, 53, 54, 55, 56, 57, 59, 60, 62, 64, 65, 67, 70, 73, 81, 87, 89, 90, 92, 93, 95, 99, 104, 105, 106, 107, 109, 112 |
| Sub-theme | Underlying codes | Industry 4.0 tools | Corpus references |
|---|---|---|---|
| Complexity | Aiding in complex decision-making; data gathering for medicinal products; improving interoperability issue; traceability; data transparency; integration; counterfeit medicines; supply chain visibility; resilience and flexibility | Procurement 4.0; AI; blockchain; IoMT; machine learning | 1, 5, 6, 7, 8, 9, 15, 33, 37, 40, 43, 46, 48, 55, 56, 57, 59, 60, 62, 66, 68, 73, 74, 81, 84, 85, 86, 90, 92, 94, 95, 96, 97, 99, 100, 104, 105, 106, 107, 109, 112 |
| Privacy, security and technical limitations | Vulnerability; transparency; security and privacy; storage capacity; traceability; complexity; interoperability issue; inventories optimisation challenge; visibility and coordination improvement challenge; digitalisation; collaboration; technological readiness; privacy-preserving issue; cyberattacks | Blockchain; AI; IoMT; data analytics; IoE; | 9, 12, 29, 33, 40, 49, 51, 54, 56, 57, 58, 61, 62, 67, 68, 69, 71, 73, 74, 75, 76, 79, 81, 85, 89, 91, 93, 94, 96, 99, 101, 107, 109, 112, 114 |
| Decision-making | Aiding in complex decision-making; improving stakeholder management; improving traceability; innovative procurement; creating data transparency; data analysis - integration | Procurement 4.0; ML-based solutions; BDA; blockchain; | 5, 10, 24, 27, 29, 32, 35, 50, 53, 54, 55, 56, 57, 59, 60, 62, 64, 65, 67, 70, 73, 81, 87, 89, 90, 92, 93, 95, 99, 104, 105, 106, 107, 109, 112 |
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