c) Using the table below how, many factors should the researcher keep? Eigenvalues of the Reduced Correlation Matrix: Total = 8.06464 Average = 0.62035 Eigenvalue Difference Proportion 6.17760 4.71532 0.7660 1.46229 0.90183 0.1813 0.28094 0.04766 0.16113 0.07489 0.03388 0.04777 0.02438 0.01453 0.02357 0.05824 1 2 3 0.56045 4 0.27951 5 0.23185 6 0.07072 7 -.00418 8 -.03805 9 -.08582 10 -.11019 11 -.12473 12 -.14829 13 -20653 0.0695 0.0347 0.0287 0.0088 -0.0005 -0.0047 -0.0106 -0.0137 -0.0155 -0.0184 -0.0256 Cumulative 0.7660 0.9473 1.0168 1.0515 1.0802 1.0890 1.0885 1.0838 1.0731 1.0595 1.0440 1.0256 1.0000 d) Interpret the following factor matrix: Variables Communication Skills Problem Solving Learning Ability Judgement under pressure Observation skills Willingness to confront problems Interest in people Rotated Factor Matrix 1 Interpersonal sensitivity Desire for self-improvement Appearance Dependability Physical Ability Integrity 0.58287 0.85677 0.86587 0.74172 2 0.70488 0.69391 0.55775 0.54327 0.54981 0.57321 3 0.63530 0.67058 0.66512