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Table 6 Results of analyses of research hypotheses

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

  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
  1. 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
  2. *p < 0.10, **p < 0.05, ***p < 0.01. One-tailed tests. All variables are mean centered for moderation analyses