Measurement model–reliability, validity and discriminant validity
| PANEL A. Reliability and validity | ||||
|---|---|---|---|---|
| Variables | Cronbach’s Alpha | Dijkstra-Henseler rho | CRI | AVE |
| Lean 4.0 | 0.911 | 0.920 | 0.938 | 0.791 |
| Digital technology Industry 4.0 | 0.929 | 0.935 | 0.942 | 0.684 |
| Logistics 4.0 | 0.934 | 0.937 | 0.944 | 0.653 |
| PANEL A. Reliability and validity | ||||
|---|---|---|---|---|
| Variables | Cronbach’s Alpha | Dijkstra-Henseler rho | CRI | AVE |
| Lean 4.0 | 0.911 | 0.920 | 0.938 | 0.791 |
| Digital technology Industry 4.0 | 0.929 | 0.935 | 0.942 | 0.684 |
| Logistics 4.0 | 0.934 | 0.937 | 0.944 | 0.653 |
| PANEL B. Fornell-Larcker criterion | Heterotrait–Monotrait ratio (HTMT) | |||||
|---|---|---|---|---|---|---|
| Variables | 1 | 2 | 3 | 1 | 2 | 3 |
| 1. Lean 4.0 | 0.889 | |||||
| 2. Digital Technology Industry 4.0 | 0.543 | 0.821 | 0.524 | |||
| 3. Logistics 4.0 | 0.402 | 0.559 | 0.808 | 0.430 | 0.578 | |
| PANEL B. Fornell-Larcker criterion | Heterotrait–Monotrait ratio (HTMT) | |||||
|---|---|---|---|---|---|---|
| Variables | 1 | 2 | 3 | 1 | 2 | 3 |
| 1. Lean 4.0 | ||||||
| 2. Digital Technology Industry 4.0 | 0.543 | 0.524 | ||||
| 3. Logistics 4.0 | 0.402 | 0.559 | 0.430 | 0.578 | ||
Note(s): PANEL B: Fornell-Larcker Criterion: Diagonal elements (bold) are the square root of the variance shared between the constructs and their measures (AVE). For discriminant validity, diagonal elements should be larger than off-diagonal elements
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