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Table 6 Results of hypotheses testing for Model 1

From: Big data in relation with business intelligence capabilities and e-commerce during COVID-19 pandemic in accountant’s perspective

Relevant path

Path coefficient

SE

95% Confidence interval

t value

p value

VIF

Result

Direct effect

 BAAS → EC

0.202

0.043

[0.113–0.284]

4.703

0.000

1.010

Undergirded

 BAAS → BIC

0.100

0.071

[−0.066–0.207]

1.401

0.161

1.000

Rejected

 BIC → EC

0.246

0.088

[−0.034–0.319]

2.812

0.005

1.010

Undergirded

Indirect effect

 BAAS → BIC→  EC

0.025

0.016

[−0.014–0.048]

1.503

0.133

Rejected

 R2

R2 BIC = 0.010; R2 EC = 0.112

      

 f2

f2 BAAS => BIC = 0.010; f2 BAAS => EC = 0.046; f2 BIC => EC = 0.068

      

 Q2

Q2 BIC = 0.002; Q2 EC = 0.088