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. 2021 Mar 16;7(3):e06522. doi: 10.1016/j.heliyon.2021.e06522

Table 1.

ANOVA for Regression of Human Factors and Types of Breach.

Dependent Variable Sum of Squares df Mean Square F Sig
HITi
Regression 2235.679 1 235.679 13.259 0.008b
Residual 1180.321 7 168.617
Total 3416.000 8

ImD
Regression 74.096 1 74.096 8.173 0.024b
Residual 63.460 7 9.066
Total 137.556 8

Loss
Regression 442.096 1 442.096 12.406 0.010b
Residual 249.459 7 35.637
Total 691.556 8

UAD
Regression 8720.635 1 8720.635 21.530 0.002b
Residual 2835.365 7 405.052
Total 11556.000 8

Theft
Regression 7804.797 1 7804.797 3.788 0.093b
Residual 14423.426 7 2060.489
Total 22228.222 8

Other
Regression 169.549 1 169.549 1.159 0.317b
Residual 1024.007 7 146.287
Total 1193.556 8

Unkwown Regression 53.715 1 53.715 0.988 0.353b
Residual 380.507 7 54.358
Total 434.222 8
b

Predictors: (Constant), HF.