Item reliability and validity
| Items | Factor loading | t-value |
|---|---|---|
| Logistics innovation capability α = 0.87, CR = 0.91, AVE = 0.62 | ||
| My firm applies creative techniques in freight movement and distribution | 0.72 | 15.99 |
| My firm regularly improves the company's operational systems | 0.75 | 17.56 |
| My firm adopts technologies and innovative solutions for problem-solving | 0.81 | 13.96 |
| My firm applies simplification of operations | 0.83 | 14.84 |
| My firm applies standardisation of operations | 0.82 | 13.61 |
| My firm applies protection for freight safety and risk | 0.76 | 09.92 |
| Company-side risk α = 0.90, CR = 0.93, AVE = 0.72 | ||
| One inadequate operational strength (e.g., poor fleet/ delivery capacity) | 0.86 | 23.56 |
| Two storage issues (e.g., school/company closed, temperature control) | 0.77 | 09.15 |
| Three delays in pickup/delivery | 0.81 | 17.25 |
| Three poor communication between company and drivers | 0.92 | 36.10 |
| Six poor information sharing within the company | 0.88 | 25.56 |
| Customer-side risk α = 0.90, CR = 0.93, AVE = 0.76 | ||
| Delays due to customer's mistakes (e.g., not home, incorrect paperwork) | 0.85 | 18.54 |
| Customers changing the preference | 0.92 | 29.71 |
| Inaccurate forecast of customers' freight volume | 0.88 | 25.27 |
| Higher customer expectation (e.g., misunderstanding transit time) | 0.85 | 15.18 |
| Environment-side risk α = 0.88, CR = 0.91, AVE = 0.67 | ||
| Labour/driver shortage | 0.79 | 22.16 |
| Road congestion/closures | 0.83 | 20.61 |
| Weather/natural disasters/industrial action (e.g., bushfire, strike) | 0.82 | 19.15 |
| Unstable fuel prices | 0.83 | 20.70 |
| Government laws/regulation | 0.84 | 18.40 |
| Items | Factor loading | |
|---|---|---|
| My firm applies creative techniques in freight movement and distribution | 0.72 | 15.99 |
| My firm regularly improves the company's operational systems | 0.75 | 17.56 |
| My firm adopts technologies and innovative solutions for problem-solving | 0.81 | 13.96 |
| My firm applies simplification of operations | 0.83 | 14.84 |
| My firm applies standardisation of operations | 0.82 | 13.61 |
| My firm applies protection for freight safety and risk | 0.76 | 09.92 |
| One inadequate operational strength (e.g., poor fleet/ delivery capacity) | 0.86 | 23.56 |
| Two storage issues (e.g., school/company closed, temperature control) | 0.77 | 09.15 |
| Three delays in pickup/delivery | 0.81 | 17.25 |
| Three poor communication between company and drivers | 0.92 | 36.10 |
| Six poor information sharing within the company | 0.88 | 25.56 |
| Delays due to customer's mistakes (e.g., not home, incorrect paperwork) | 0.85 | 18.54 |
| Customers changing the preference | 0.92 | 29.71 |
| Inaccurate forecast of customers' freight volume | 0.88 | 25.27 |
| Higher customer expectation (e.g., misunderstanding transit time) | 0.85 | 15.18 |
| Labour/driver shortage | 0.79 | 22.16 |
| Road congestion/closures | 0.83 | 20.61 |
| Weather/natural disasters/industrial action (e.g., bushfire, strike) | 0.82 | 19.15 |
| Unstable fuel prices | 0.83 | 20.70 |
| Government laws/regulation | 0.84 | 18.40 |
Note: (1) α = Cronbach's alpha; (2) CR = composite reliability; (3) AVE = average variance extracted
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