Question: Quantitative researcher has applied factor analysis in SPSS to extract number of factors. Below is the result of factor analysis. Table 1 KMO and Bartletts
Quantitative researcher has applied factor analysis in SPSS to extract number of factors. Below is the result of factor analysis.
Table 1
| KMO and Bartletts Test | ||
| Kaiser-Meyer-Olkin Measure of Sampling Adequacy | 0.797 | |
| Bartletts Test of Sphericity | Approx. Chi-Square | 618.086 |
| df | 66 | |
| sig. | 0 | |
Table 2
| Rotated Component Matrix | |||
| Component | |||
| 1 | 2 | ||
| 1 | I consider myself accountable before Allah while performing my job | 0.803 | 0.126 |
| 2 | I look for new informatiom and knowledge to perform job well | 1 | 0.287 |
| 3 | I constantly work hard to meet my responsibilites | 0.708 | 0.374 |
| 4 | I display exemplary behaivor (Akhlaq) in my workplace | 0.753 | 0.025 |
| 5 | Generally speaking, I am satisfied with my job | 0.273 | 0.663 |
| 6 | I am satisfied with accomplishment of my job | 0.124 | 0.660 |
| 7 | I am satisfied with the kind of work I do this job | 241 | 765 |
| 8 | I am satisfied with the amount of pay and benefit | ||
| Fxtraction method: Principle Component Analysis | |||
| Rotation Method: Varimax with Kaiser Normalization | |||
| a.rotation converged in 3 iterations | |||
- Interpret first table, what does it mean or what conclusion you can make from the table
- 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.
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