Artificial Intelligence and Big Data: The Advent of New Pedagogy in the Adaptive E-Learning System in the Higher Educational Institutions of Saudi Arabia

Table 2

Mean, SD, and loadings of constructs.

Construct	Item	Mean	SD	Loading
Artificial intelligence (AI)	AI 1	3.78	1.129	0.81
	AI 2	3.43	1.040	0.88
	AI 3	3.97	1.033	0.82
	AI 4	3.84	1.119	0.81
Big data	BigData1	3.67	1.110	0.78
	BigData2	3.89	1.019	0.81
	BigData3	3.51	1.005	0.82
E-learning	E-Learning1	3.67	1.039	0.79
	E-Learning2	3.84	1.024	0.84
	E-Learning3	3.81	1.218	0.87
	E-Learning4	3.92	1.245	0.86
	E-Learning5	3.77	1.254	0.85
	E-Learning6	3.86	1.171	0.83
Higher educational institutions (H.E.I)	H.E.I 1	3.62	1.135	0.91
	H.E.I 2	3.87	1.224	0.92
	H.E.I 3	3.74	1.044	0.89
	H.E.I 4	3.77	1.008	0.79
	H.E.I 5	3.91	1.113	0.81