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

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