Methodological Triangulation Using Neural Networks for Business Research

Table 5

Artificial neural network CSE prediction result for 234 evaluation cases.

Construct	MAE of predict of CSE	Perfect predict of CSE	Predict within 1 of CSE
E	1.956	20.09%	50.85%
OS	2.346	17.09%	45.73%
E, OS	2.022	14.96%	49.15%
CA	2.596	16.67%	42.74%
E, CA	2.029	17.95%	51.28%
OS, CA	2.419	15.81%	44.87%
E, OS, CA	2.088	13.68%	47.86%
E, OS, CA, X	2.235	16.67%	41.03%
Full model (all 14 var.)	3.650	10.26%	21.37%

[E: engagement, OS: organizational support, CA: computer anxiety, X: prior experience].