Table I

Item reliability and validity

ItemsFactor loadingt-value
Logistics innovation capability α = 0.87, CR = 0.91, AVE = 0.62
My firm applies creative techniques in freight movement and distribution0.7215.99
My firm regularly improves the company's operational systems0.7517.56
My firm adopts technologies and innovative solutions for problem-solving0.8113.96
My firm applies simplification of operations0.8314.84
My firm applies standardisation of operations0.8213.61
My firm applies protection for freight safety and risk0.7609.92
Company-side risk α = 0.90, CR = 0.93, AVE = 0.72
One inadequate operational strength (e.g., poor fleet/ delivery capacity)0.8623.56
Two storage issues (e.g., school/company closed, temperature control)0.7709.15
Three delays in pickup/delivery0.8117.25
Three poor communication between company and drivers0.9236.10
Six poor information sharing within the company0.8825.56
Customer-side risk α = 0.90, CR = 0.93, AVE = 0.76
Delays due to customer's mistakes (e.g., not home, incorrect paperwork)0.8518.54
Customers changing the preference0.9229.71
Inaccurate forecast of customers' freight volume0.8825.27
Higher customer expectation (e.g., misunderstanding transit time)0.8515.18
Environment-side risk α = 0.88, CR = 0.91, AVE = 0.67
Labour/driver shortage0.7922.16
Road congestion/closures0.8320.61
Weather/natural disasters/industrial action (e.g., bushfire, strike)0.8219.15
Unstable fuel prices0.8320.70
Government laws/regulation0.8418.40

Note: (1) α = Cronbach's alpha; (2) CR = composite reliability; (3) AVE = average variance extracted

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