exploratory factor analysis emo intelli - 3 nov 2015
DESCRIPTION
FACTOR ANALYSISTRANSCRIPT
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Factor Analysis Emotional IntelligenceDescriptive Statistics
Mean Std. Deviation Analysis N
Experience in this Hotel 2.94 1.537 511
Total Experience in Hotel Industry 3.79 1.321 511
I have a good sense of why I have certain feelings most of the time. 3.34 1.131 511
I have good understanding of my own emotions 3.57 1.109 511
I really understand what I feel 3.77 1.024 511
I always know whether or not I am happy. 3.74 1.044 511
I always know my friends emotions from their behavior. 3.41 1.153 511
I am a good observer of others emotions 3.29 1.229 511
I am sensitive to the feelings and emotions of others 3.91 .957 511
I have good understanding of the emotions of people around me. 3.33 1.121 511
I always set goals for myself and then try my best to achieve them. 3.79 1.038 511
I always tell myself I am a competent person. 3.86 .940 511
I am a self-motivating person. 3.97 .948 511
I would always encourage myself to try my best. 4.01 .999 511
I am able to control my temper so that I can handle difficulties rationally. 3.45 1.154 511
I am quite capable of controlling my own emotions. 3.44 1.155 511
I can always calm down quickly when I am very angry. 3.31 1.200 511
I have good control of my own emotions. 3.66 1.060 511
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KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .906
Bartlett's Test of Sphericity
Approx. Chi-Square 4772.278
df 153
Sig. .000
The sample size is adequate to perform Factor Analysis based on correlation matrix. (KMO=0.906)
The correlation matrix in not an identity matrix (P=0.000 i.e. < 0.001).
Communalities
Initial Extraction
Experience in this Hotel 1.000 .866
Total Experience in Hotel Industry 1.000 .864
I have a good sense of why I have certain feelings most of the time. 1.000 .712
I have good understanding of my own emotions 1.000 .757
I really understand what I feel 1.000 .613
I always know whether or not I am happy. 1.000 .621
I always know my friends emotions from their behavior. 1.000 .651
I am a good observer of others emotions 1.000 .557
I am sensitive to the feelings and emotions of others 1.000 .352
I have good understanding of the emotions of people around me. 1.000 .521
I always set goals for myself and then try my best to achieve them. 1.000 .554
I always tell myself I am a competent person. 1.000 .763
I am a self-motivating person. 1.000 .750
I would always encourage myself to try my best. 1.000 .637
I am able to control my temper so that I can handle difficulties rationally. 1.000 .640
I am quite capable of controlling my own emotions. 1.000 .660
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I can always calm down quickly when I am very angry. 1.000 .640
I have good control of my own emotions. 1.000 .638
Extraction Method: Principal Component Analysis.
Total Variance Explained
Component Initial Eigenvalues Extraction Sums of Squared Loadings Rotation Sums of Squared Loadings
Total % of Variance Cumulative % Total % of Variance Cumulative % Total % of Variance Cumulative %
1 7.466 41.480 41.480 7.466 41.480 41.480 4.267 23.704 23.704
2 1.771 9.841 51.321 1.771 9.841 51.321 3.019 16.769 40.473
3 1.371 7.615 58.936 1.371 7.615 58.936 2.716 15.090 55.563
4 1.187 6.595 65.531 1.187 6.595 65.531 1.794 9.968 65.531
5 .838 4.656 70.187
6 .768 4.266 74.453
7 .586 3.257 77.710
8 .521 2.894 80.604
9 .472 2.620 83.224
10 .452 2.511 85.735
11 .433 2.407 88.142
12 .412 2.287 90.429
13 .367 2.038 92.467
14 .350 1.946 94.413
15 .328 1.822 96.235
16 .249 1.384 97.619
17 .244 1.356 98.975
18 .184 1.025 100.000
Extraction Method: Principal Component Analysis.
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Component Matrixa
Component
1 2 3 4
Experience in this Hotel .914
Total Experience in Hotel Industry .911
I have a good sense of why I have certain feelings most of the time. .764
I have good understanding of my own emotions .766
I really understand what I feel .712
I always know whether or not I am happy. .725
I always know my friends emotions from their behavior. .733
I am a good observer of others emotions .683
I am sensitive to the feelings and emotions of others .490
I have good understanding of the emotions of people around me. .685
I always set goals for myself and then try my best to achieve them. .677
I always tell myself I am a competent person. .654 -.563
I am a self-motivating person. .651 -.536
I would always encourage myself to try my best. .723
I am able to control my temper so that I can handle difficulties rationally. .663 .405
I am quite capable of controlling my own emotions. .660 .414
I can always calm down quickly when I am very angry. .555 .460
I have good control of my own emotions. .707
Extraction Method: Principal Component Analysis.
a. 4 components extracted.
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Rotated Component Matrixa
Component
1 2 3 4
Experience in this Hotel .929
Total Experience in Hotel Industry .927
I have a good sense of why I have certain feelings most of the time. .781
I have good understanding of my own emotions .827
I really understand what I feel .712
I always know whether or not I am happy. .721
I always know my friends emotions from their behavior. .730
I am a good observer of others emotions .650
I am sensitive to the feelings and emotions of others .418
I have good understanding of the emotions of people around me. .526 .467
I always set goals for myself and then try my best to achieve them. .589
I always tell myself I am a competent person. .825
I am a self-motivating person. .809
I would always encourage myself to try my best. .408 .618
I am able to control my temper so that I can handle difficulties rationally. .724
I am quite capable of controlling my own emotions. .748
I can always calm down quickly when I am very angry. .781
I have good control of my own emotions. .677
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.
a. Rotation converged in 6 iterations.
There are 4 significant dimensions (factors / components) of EI.
The dimensions are to be interpreted in terms of the contents of statements under each factor (component).