Quantitative researcher has applied factor analysis in SPSS to extract number of factors. Below is the result of factor analysis.

TABLE 2

Requirements:

1. Interpret first table, what does it mean or what conclusion you can make from the table1.

2. Based on table 2, extract number of factors and mention which specific items you will put in each factor, and then label factors appropriately based on content of the items. Present your result in the table as it should be presented.

Table 1 KMO and Bartlett's Test Kaiser-Meyer-Olkin Measure of Sampling Adequacy. Bartlett's Test of Sphericity Approx. Chi-Square 797 618.086 df 66 Sig .000 Rotated Component Matrix Component 2 1 I consider myself accountable before Allah while performing my job. .803 126 2. I look for new information and knowledge to perform job well. .738 287 3. .708 374 4. I constantly work hard to meet my responsibilities. I display exemplary behavior (Akhlaq) in my workplace. Generally speaking, I am satisfied with my job. .753 -025 5. .273 .663 6. .145 .600 7. 241 .765 8. -047 I am satisfied with accomplishment of my job I am satisfied with the kind of work I do in this job. I am satisfied with the amount of pay and benefits. Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization. a. Rotation converged in 3 iterations. .786 |