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PhD Final Thesis April 2013.pdf - Anglia Ruskin Research Online

PhD Final Thesis April 2013.pdf - Anglia Ruskin Research Online

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<strong>Thesis</strong> Keith Gale 2013Table 9.13: Total variance explained test for section 3 behaviour questionsComponentInitial EigenvaluesExtraction Sums of SquaredLoadingsTotal % of Variance Cumulative % Total % of Variance1 4.272 42.723 42.723 4.272 42.7232 1.049 10.486 53.209 1.049 10.4863 .928 9.284 62.4934 .801 8.008 70.5025 .725 7.253 77.7556 .582 5.818 83.5737 .520 5.196 88.7698 .427 4.268 93.0379 .378 3.779 96.81510 .318 3.185 100.000Table 9.13 determines linear components by calculating eigenvalues of the R-matrixand applying a particular vector according to the magnitude of the value. Ten linearcomponents relate to the ten factor variables provided by the questions. Alleigenvalues are displayed prior to extraction and only those exceeding 1 are shownafter rotation. The first component has an eigenvalue significantly more than one andthe second component is just over the threshold.222

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