Big data analytics: a link between knowledge management capabilities and superior cyber protection

Journal of Big Data

Table 6 Results of analyses of research hypotheses

	Model 1	Model 2	Model 3	Model 4	Model 5	Model 6
Explanatory variable	0.036***	0.021***	0.043***	0.273	0.282	0.225***
Firm asset	0.103***	0.099***	0.110***	0.061	0.165	0.146*
Firm size	0.061***	0.051***	0.048***	0.079	0.245	0.223
IS size	0.038***	0.048***	0.038***	0.231	0.078	0.024
Industry	0.077	0.096	0.079	0.157	0.137	0.082
R-square	0.71	0.75	0.69	0.71	0.59	0.61

Model 1—BDA effects on cyber protection; Model 2—BDA impacts on KM; Model 3—BDA on agility, Model 4—KM on agility; Model 5—KM on cyber protection; Model 6—interaction of KM and agility on cyber protection
*p < 0.10, **p < 0.05, ***p < 0.01. One-tailed tests. All variables are mean centered for moderation analyses