Measurement model evaluation
| Construct/indicator except where otherwise indicated below, the possible range for measures was from 1 to 7 (1: Strongly disagree, 7: Strongly agree) | Mean | SD | VIF | Weight | Loading |
|---|---|---|---|---|---|
| Disruption orientation: regarding the potential disruptions within the SC (such as the COVID-19) (Composite, Mode A) | |||||
| We feel the need to be alert at all times | 5.94 | 1.18 | 2.001 | 0.303*** | 0.802*** |
| Show us where we can improve | 5.73 | 1.24 | 2.165 | 0.339*** | 0.840*** |
| Are always looming | 4.58 | 1.55 | 1.141 | 0.220*** | 0.531*** |
| After it has occurred, it is analysed thoroughly | 4.94 | 1.43 | 1.445 | 0.436*** | 0.813*** |
| SC resilience: against disruptions (such as the COVID-19), our SC is able to (Composite, Mode A) | |||||
| Adequately respond to unexpected disruptions by quickly restoring its product flow | 4.99 | 1.45 | 2.090 | 0.263*** | 0.824*** |
| Quickly return to its original state after being disrupted | 4.85 | 1.47 | 1.986 | 0.224*** | 0.797*** |
| Deal with financial outcomes of SC disruptions | 4.49 | 1.47 | 2.280 | 0.245*** | 0.835*** |
| Maintain a desired level of control over connectiveness at the time of disruption | 4.82 | 1.39 | 2.200 | 0.238*** | 0.823*** |
| Extract meaning and useful knowledge from disruptions and unexpected events | 5.38 | 1.38 | 1.777 | 0.259*** | 0.791*** |
| Disruption impact: in the short run how did the disruption produced by the COVID-19 negatively affect (directly or indirectly) your business unit on the following dimensions? (1: Not negative at all, 7: Very negative) (Composite, Mode A) | |||||
| Procurement costs/prices for the purchased item | 3.68 | 1.72 | 1.515 | 0.131*** | 0.592*** |
| Overall efficiency of our operations | 4.02 | 1.61 | 1.813 | 0.209*** | 0.746*** |
| Product quality of our final product(s) | 5.53 | 1.46 | 1.461 | 0.257*** | 0.704*** |
| Responsiveness to customer demands | 4.85 | 1.70 | 2.253 | 0.317*** | 0.844*** |
| Delivery reliability (on-time delivery, order accuracy) | 4.49 | 1.71 | 2.203 | 0.286*** | 0.826*** |
| Sales | 3.88 | 2.02 | 1.223 | 0.168*** | 0.487*** |
| Mean | SD | VIF | Weight | Loading | |
|---|---|---|---|---|---|
| 5.94 | 1.18 | 2.001 | 0.303*** | 0.802*** | |
| 5.73 | 1.24 | 2.165 | 0.339*** | 0.840*** | |
| 4.58 | 1.55 | 1.141 | 0.220*** | 0.531*** | |
| 4.94 | 1.43 | 1.445 | 0.436*** | 0.813*** | |
| 4.99 | 1.45 | 2.090 | 0.263*** | 0.824*** | |
| 4.85 | 1.47 | 1.986 | 0.224*** | 0.797*** | |
| 4.49 | 1.47 | 2.280 | 0.245*** | 0.835*** | |
| 4.82 | 1.39 | 2.200 | 0.238*** | 0.823*** | |
| 5.38 | 1.38 | 1.777 | 0.259*** | 0.791*** | |
| 3.68 | 1.72 | 1.515 | 0.131*** | 0.592*** | |
| 4.02 | 1.61 | 1.813 | 0.209*** | 0.746*** | |
| 5.53 | 1.46 | 1.461 | 0.257*** | 0.704*** | |
| 4.85 | 1.70 | 2.253 | 0.317*** | 0.844*** | |
| 4.49 | 1.71 | 2.203 | 0.286*** | 0.826*** | |
| 3.88 | 2.02 | 1.223 | 0.168*** | 0.487*** | |
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