TQM Model of Elements-Deployment Table Developed from Quality ...

In the Principal Component Analysis of the Correlation Coefficient Matrix between
variables to which the Eigenvalue was resolved, Eigenvalues up to the 11th were 1 or
more, and the Accumulation Contribution Ratio was 0.756. Moreover, there was no big
difference as for the Factor Loading. Then, it was assumed that 11 factors whose
Eigenvalue is 1 or more were adopted, and the following analyses were advanced.
First of all, the square sum and the contribution rate of the factor loading of 11 factor
models when Varimax Rotation is done are shown Table 5.2 are shown. The square sum
of Factor Loading of each factor is all 1 or more. Moreover, note that the factor after it
rotates is not arranged in order of the size of the Contribution Ratio.
Table 5.2 Square Sum of Factor Loading and Contribution Ratio of each Factor after
Varimax Rotation
(Upper: Factor 1- Factor 6, lower: Factor 7 – Factor 11)
Square sum of 1.249 3.280 1.440 2.353 2.875 3.662
Factor Loading 2.595 2.300 5.405 2.549 3.617
Contributory Ratio 0.027 0.071 0.031 0.051 0.063 0.080
0.056 0.050 0.118 0.055 0.079
5.3.2 Interpretation of Factors after Rotation
The following names were applied by the following interpretations from meaning of
the correlation relation with the factor and each variable though the Factor Loading
after it rotated was shown the attached table because it was a lot of that the variable
was 46.
･Factor 1: Partner factor
The correlation is high with EQ4 (Partnership and the resource control are
established), and the correlation is a little high with EQ9 (Key performance results
are improved) and EQ2 (Policy and strategy are established) in the variable. It can be
interpreted as the factor in which the mutual trust of the establishment of the
partnership with the customer etc. tries to improve and tie to results though this
factor is peculiar to the EQA.
･Factor 2: Social Responsibility factor
The correlation is high with JQ2 (Social responsibility in the management is
accomplished) and EQ8 (Social results are improved) in the variable. This factor can
interpret as the element that shows the responsibility to the society and the
stockholder, and shows one side of the leadership.
･Factor 3: Cross-Management factor
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