Table 4

Indicators’ reliability of the reflective constructs

ConstructItemsMeanSDLoading
Artificial intelligence (AI) adoptionAI10.87501.42340.7734***
AI20.30000.94020.6805Ψ
AI30.97501.69750.7500***
AI40.70001.33850.7494***
AI50.90001.57920.6635Ψ
AI60.31101.57920.6807Ψ
AI70.22001.75610.8085***
AI80.34810.89900.5640Ψ
AI90.42221.37200.6120Ψ
Supply chain resilience (SCR)SCR13.26671.04300.7279***
SCR23.36670.95200.7800***
SCR33.59170.99150.7841***
SCR43.80000.96660.8372***
SCR53.41670.97510.7639***
Manufacturing firm performance (MFP)MFP13.57500.11850.5321Ψ
MFP23.47500.20740.7055***
MFP33.50000.18310.5413Ψ
MFP43.99160.30550.6856Ψ
MFP53.57500.31390.8536***
MFP63.91660.32560.7884***

Note(s): **p < 0.01 ***p < 0.001

ΨItems deleted due to insufficient loading < 0.7

Based on n = 4.999 bootstrapping

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