Exploratory Factor Analysis

Factor Loadings
	Factor
	1	2	3	4	5	Uniqueness
V1	0.203	0.179	0.127	-0.500	0.010	0.738
V2	0.044	0.023	0.096	0.689	-0.045	0.502
V3	-0.011	0.130	0.048	0.681	0.050	0.444
V4	-0.020	0.211	0.179	0.431	-0.176	0.667
V5	-0.136	0.238	0.052	0.547	0.059	0.515
V6	-0.097	-0.118	0.723	-0.019	0.139	0.478
V7	0.136	-0.068	0.686	0.135	0.018	0.542
V8	0.164	-0.035	0.514	-0.006	-0.004	0.753
V9	0.163	-0.058	-0.625	-0.016	-0.107	0.469
V10	0.169	-0.157	-0.541	0.019	0.018	0.536
V11	-0.050	-0.625	0.045	0.092	-0.002	0.663
V12	0.172	-0.752	0.035	-0.043	-0.007	0.352
V13	0.145	0.609	-0.146	0.134	0.307	0.486
V14	-0.012	0.628	-0.020	0.349	-0.156	0.426
V15	0.137	0.486	0.207	-0.016	0.179	0.587
V16	0.834	0.186	-0.069	-0.210	-0.081	0.309
V17	0.832	0.142	0.080	-0.184	0.013	0.359
V18	0.719	0.007	-0.024	-0.056	-0.027	0.477
V19	0.526	-0.414	-1.202e−5	0.092	0.102	0.463
V20	0.477	-0.169	0.132	0.166	-0.202	0.649
V21	0.068	0.227	-0.027	0.036	0.530	0.626
V22	0.190	0.094	-0.088	0.122	-0.512	0.689
V23	0.033	0.286	-0.094	0.140	0.636	0.407
V24	0.164	-0.204	-0.102	0.309	0.255	0.745
V25	0.080	0.113	-0.177	0.044	-0.518	0.698
Note. 'promax' rotation was used

Factor Statistics

Summary
Factor	SS Loadings	% of Variance	Cumulative %
1	2.721	10.883	10.883
2	2.711	10.844	21.727
3	2.167	8.670	30.397
4	2.173	8.691	39.088
5	1.648	6.591	45.679

Correlation Matrix
	1	2	3	4	5
1	—	-0.259	-0.211	0.069	-0.124
2		—	0.536	0.310	0.262
3			—	0.130	0.167
4				—	0.268
5					—

Model Fit

Model Fit Measures
	RMSEA 90% CI				Model Test
RMSEA	Lower	Upper	TLI	BIC	χ²	df	p
0.054	0.041	0.058	0.885	-703.930	317.540	185	< .00001

Assumption Checks

Bartlett's Test of Sphericity
χ²	df	p
2204.278	300	< .00001

KMO Measure of Sampling Adequacy
		MSA
Overall		0.808
V1		0.594
V2		0.838
V3		0.820
V4		0.835
V5		0.864
V6		0.800
V7		0.807
V8		0.746
V9		0.793
V10		0.842
V11		0.828
V12		0.845
V13		0.834
V14		0.869
V15		0.910
V16		0.736
V17		0.712
V18		0.768
V19		0.825
V20		0.804
V21		0.840
V22		0.698
V23		0.816
V24		0.743
V25		0.760

Eigenvalues

Scree Plot

R

     ID V1 V2 V3 V4 V5 V6 V7 V8 V9 V10 V11 V12 V13 V14 V15 V16 V17 V18 V19 V20
1 64432  2  3  3  5  5  4  2  4  2   3   4   5   4   3   2   5   4   3   2   4
2 66278  1  6  5  1  5  3  2  2  4   6   5   5   3   4   5   2   4   4   5   2
3 66391  1  6  5  1  3  6  6  5  1   4   1   6   4   5   6   1   5   1   6   5
4 62920  2  6  6  6  6  5  5  5  2   3   5   5   5   5   4   1   5   4   6   6
5 64835  1  5  6  5  6  1  1  1  6   6   6   6   6   5   2   6   5   6   6   6
6 64810  4  2  1  4  1  3  2  1  2   1   6   6   2   1   5   1   1   1   1   1
  V21 V22 V23 V24 V25  gender age
1   4   2   4   6   3 Females  27
2   4   4   3   6   1 Females  24
3   6   3   5   6   2 Females  19
4   6   2   6   6   2 Females  22
5   6   1   6   6   1 Females  32
6   5   1   6   4   1   Males  24

Principal Component Analysis

Component Loadings
	Component
	1	2	3	4	5	Uniqueness
V1				-0.640		0.520
V2				0.760		0.387
V3				0.722		0.374
V4				0.500		0.547
V5				0.573		0.456
V6			0.785			0.386
V7			0.769			0.405
V8			0.671			0.576
V9			-0.671			0.402
V10			-0.617			0.431
V11	-0.706					0.559
V12	-0.762					0.320
V13	0.708				0.306	0.383
V14	0.682			0.355		0.360
V15	0.578					0.480
V16		0.830				0.302
V17		0.847				0.324
V18		0.774				0.384
V19	-0.405	0.590				0.376
V20		0.552				0.504
V21					0.627	0.486
V22					-0.636	0.511
V23	0.330				0.655	0.360
V24				0.419	0.342	0.573
V25					-0.672	0.497
Note. 'promax' rotation was used

Component Statistics

Summary
Component	SS Loadings	% of Variance	Cumulative %
1	3.302	13.209	13.209
2	3.151	12.603	25.811
3	2.759	11.034	36.846
4	2.678	10.714	47.559
5	2.205	8.821	56.380

Correlation Matrix
	1	2	3	4	5
1	—	-0.207	0.394	0.162	0.119
2		—	-0.147	0.070	-0.091
3			—	0.073	0.062
4				—	0.134
5					—

Assumption Checks

Bartlett's Test of Sphericity
χ²	df	p
2204.278	300	< .00001

KMO Measure of Sampling Adequacy
		MSA
Overall		0.808
V1		0.594
V2		0.838
V3		0.820
V4		0.835
V5		0.864
V6		0.800
V7		0.807
V8		0.746
V9		0.793
V10		0.842
V11		0.828
V12		0.845
V13		0.834
V14		0.869
V15		0.910
V16		0.736
V17		0.712
V18		0.768
V19		0.825
V20		0.804
V21		0.840
V22		0.698
V23		0.816
V24		0.743
V25		0.760

Eigenvalues

Scree Plot

R

     ID V1 V2 V3 V4 V5 V6 V7 V8 V9 V10 V11 V12 V13 V14 V15 V16 V17 V18 V19 V20
1 64432  2  3  3  5  5  4  2  4  2   3   4   5   4   3   2   5   4   3   2   4
2 66278  1  6  5  1  5  3  2  2  4   6   5   5   3   4   5   2   4   4   5   2
3 66391  1  6  5  1  3  6  6  5  1   4   1   6   4   5   6   1   5   1   6   5
4 62920  2  6  6  6  6  5  5  5  2   3   5   5   5   5   4   1   5   4   6   6
5 64835  1  5  6  5  6  1  1  1  6   6   6   6   6   5   2   6   5   6   6   6
6 64810  4  2  1  4  1  3  2  1  2   1   6   6   2   1   5   1   1   1   1   1
  V21 V22 V23 V24 V25  gender age
1   4   2   4   6   3 Females  27
2   4   4   3   6   1 Females  24
3   6   3   5   6   2 Females  19
4   6   2   6   6   2 Females  22
5   6   1   6   6   1 Females  32
6   5   1   6   4   1   Males  24