Table 5.

Hypothesis testing.

Paths	$\mathit{\beta }$-values	Mean	STDEV	t-values	p-values	Decision
Direct Effects
AI $\to$ HRF	0.145	0.141	0.055	2.601	0.009	Supported
AI $\to$ PINN	0.496	0.496	0.036	13.611	0.000	Supported
AI $\to$ SMI	0.300	0.301	0.047	6.253	0.000	Supported
AI $\to$ TA	0.497	0.497	0.041	12.095	0.000	Supported
PR $\to$ HRF	0.103	0.109	0.051	2.012	0.040	Supported
PINN $\to$ HRF	0.142	0.141	0.051	2.761	0.006	Supported
SMI $\to$ HRF	0.223	0.225	0.052	4.266	0.000	Supported
TA $\to$ HRF	0.236	0.235	0.056	4.216	0.000	Supported
Indirect Effects
AI $\to$ PINN $\to$ HRF	0.071	0.070	0.025	2.730	0.006	Supported
AI $\to$ SMI $\to$ HRF	0.067	0.067	0.018	3.632	0.000	Supported
A1 $\to$ TA $\to$ HRF	0.118	0.117	0.029	3.984	0.001	Supported
Moderation Effects
PR*TA $\to$ HRF	0.111	0.120	0.051	2.147	0.032	Supported

Note(s): AI = Artificial intelligence, HRF = Human resource function, PR = Perceived risk, PINN = Personal innovativeness, SMI = Social media influence, TA = Technological awareness.