Code Co occurrence
| ○ digital Twin Gr = 30 | ○ industry 4.0 Gr = 24 | ○ information Sharing Gr = 15 | ○ machine learning Gr = 19 | ○ resilience Strategies Gr = 18 | ○ retail supply chain Gr = 17 | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Count | Coefficient | Count | Coefficient | Count | Coefficient | Count | Coefficient | Count | Coefficient | Count | Coefficient | |
| ○ Digital Twin Gr = 30 | 0 | 0.00 | 15 | 0.38 | 8 | 0.22 | 14 | 0.40 | 7 | 0.17 | 9 | 0.24 |
| ○ Industry 4.0 Gr = 24 | 15 | 0.38 | 0 | 0.00 | 11 | 0.39 | 12 | 0.39 | 10 | 0.31 | 6 | 0.17 |
| ○ Information Sharing Gr = 15 | 8 | 0.22 | 11 | 0.39 | 0 | 0.00 | 8 | 0.31 | 8 | 0.32 | 6 | 0.23 |
| ○ Machine Learning Gr = 19 | 14 | 0.40 | 12 | 0.39 | 8 | 0.31 | 0 | 0.00 | 8 | 0.28 | 8 | 0.29 |
| ○ Resilience Strategies Gr = 18 | 7 | 0.17 | 10 | 0.31 | 8 | 0.32 | 8 | 0.28 | 0 | 0.00 | 8 | 0.30 |
| ○ Retail Supply Chain Gr = 17 | 9 | 0.24 | 6 | 0.17 | 6 | 0.23 | 8 | 0.29 | 8 | 0.30 | 0 | 0.00 |
| ○ Smart Contract Gr = 13 | 8 | 0.23 | 6 | 0.19 | 2 | 0.08 | 5 | 0.19 | 6 | 0.24 | 6 | 0.25 |
| ○ Supply Chain Data Gr = 19 | 10 | 0.26 | 8 | 0.23 | 7 | 0.26 | 4 | 0.12 | 6 | 0.19 | 8 | 0.29 |
| ○ Supply Chain Disruption Gr = 19 | 8 | 0.20 | 7 | 0.19 | 5 | 0.17 | 6 | 0.19 | 8 | 0.28 | 4 | 0.13 |
| ○ Supply Chain Integration Gr = 22 | 10 | 0.24 | 10 | 0.28 | 6 | 0.19 | 6 | 0.17 | 5 | 0.14 | 3 | 0.08 |
| ○ Supply Chain Visibility Gr = 12 | 2 | 0.05 | 8 | 0.29 | 7 | 0.35 | 4 | 0.15 | 6 | 0.25 | 1 | 0.04 |
| ○ digital Twin | ○ industry 4.0 | ○ information Sharing | ○ machine learning | ○ resilience Strategies | ○ retail supply chain | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Count | Coefficient | Count | Coefficient | Count | Coefficient | Count | Coefficient | Count | Coefficient | Count | Coefficient | |
| ○ Digital Twin | ||||||||||||
| ○ Industry 4.0 | ||||||||||||
| ○ Information Sharing | ||||||||||||
| ○ Machine Learning | ||||||||||||
| ○ Resilience Strategies | ||||||||||||
| ○ Retail Supply Chain | ||||||||||||
| ○ Smart Contract | ||||||||||||
| ○ Supply Chain Data | ||||||||||||
| ○ Supply Chain Disruption | ||||||||||||
| ○ Supply Chain Integration | ||||||||||||
| ○ Supply Chain Visibility |
| ○ Smart contract Gr = 13 | ○ supply chain data Gr = 19 | ○ supply chain disruption Gr = 19 | ○ supply chain integration Gr = 22 | ○ supply chain visibility Gr = 12 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Count | Coefficient | Count | Coefficient | Count | Coefficient | Count | Coefficient | Count | Coefficient | |
| ○ Digital Twin Gr = 30 | 8 | 0.23 | 10 | 0.26 | 8 | 0.20 | 10 | 0.24 | 2 | 0.05 |
| ○ Industry 4.0 Gr = 24 | 6 | 0.19 | 8 | 0.23 | 7 | 0.19 | 10 | 0.28 | 8 | 0.29 |
| ○ Information Sharing Gr = 15 | 2 | 0.08 | 7 | 0.26 | 5 | 0.17 | 6 | 0.19 | 7 | 0.35 |
| ○ Machine Learning Gr = 19 | 5 | 0.19 | 4 | 0.12 | 6 | 0.19 | 6 | 0.17 | 4 | 0.15 |
| ○ Resilience Strategies Gr = 18 | 6 | 0.24 | 6 | 0.19 | 8 | 0.28 | 5 | 0.14 | 6 | 0.25 |
| ○ Retail Supply Chain Gr = 17 | 6 | 0.25 | 8 | 0.29 | 4 | 0.13 | 3 | 0.08 | 1 | 0.04 |
| ○ Smart Contract Gr = 13 | 0 | 0.00 | 6 | 0.23 | 3 | 0.10 | 1 | 0.03 | 0 | 0.00 |
| ○ Supply Chain Data Gr = 19 | 6 | 0.23 | 0 | 0.00 | 4 | 0.12 | 8 | 0.24 | 3 | 0.11 |
| ○ Supply Chain Disruption Gr = 19 | 3 | 0.10 | 4 | 0.12 | 0 | 0.00 | 11 | 0.37 | 8 | 0.35 |
| ○ Supply Chain Integration Gr = 22 | 1 | 0.03 | 8 | 0.24 | 11 | 0.37 | 0 | 0.00 | 8 | 0.31 |
| ○ Supply Chain Visibility Gr = 12 | 0 | 0.00 | 3 | 0.11 | 8 | 0.35 | 8 | 0.31 | 0 | 0.00 |
| ○ Smart contract | ○ supply chain data | ○ supply chain disruption | ○ supply chain integration | ○ supply chain visibility | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Count | Coefficient | Count | Coefficient | Count | Coefficient | Count | Coefficient | Count | Coefficient | |
| ○ Digital Twin | ||||||||||
| ○ Industry 4.0 | ||||||||||
| ○ Information Sharing | ||||||||||
| ○ Machine Learning | ||||||||||
| ○ Resilience Strategies | ||||||||||
| ○ Retail Supply Chain | ||||||||||
| ○ Smart Contract | ||||||||||
| ○ Supply Chain Data | ||||||||||
| ○ Supply Chain Disruption | ||||||||||
| ○ Supply Chain Integration | ||||||||||
| ○ Supply Chain Visibility |
Source(s): Authors' own work
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