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This table was prepared based on data obtained by Ken Q Analysis and Q Method Software, as well as on own calculations.
n(participants)=
198
Step 1
CORRELATION
TYPE
Step 2
FACTOR EXTRACTION
Kaiser-
Guttman
Criterion
Humprey's
Significant
Loading at
p=0,01
Significant
Loading at
p=0,05
Scree Test
Step 3
Pearson
i.e. Eigenvalue
> 1
Cross product
of two highest
loadings
exceeds twice
the standard
error
Two or more
loadings have
to be higher
than the
significant
loading, i.e.
higher than:
Two or more
loadings have
to be higher
than the
significant
loading, i.e.
higher than:
very weak weak
correlation
moderate
correlation
strong
correlation
very strong
correlation very weak weak
correlation
moderate
correlation
strong
correlation
very strong
correlation very weak weak
correlation
moderate
correlation
strong
correlation
very strong
correlation
0,18 0,14
0,0 < r < 0,2 0,2 ≤ r< 0,4 0,40
≤ r < 0,6
0,60
≤ r < 0,80
0,8 ≤ r 0,0 < r < 0,2 0,2 ≤ r< 0,4 0,40
≤ r < 0,6
0,60
≤ r < 0,80
0,8 ≤ r 0,0 < r < 0,2 0,2 ≤ r< 0,4 0,40
≤ r < 0,6
0,60
≤ r < 0,80
0,8 ≤ r
p < 0,01
p < 0,05
p < 0,1
PCA
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 8
fullfilled
fullfilled
fullfilled
fullfilled
only two factors
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 8
Total
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 8
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 8
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 8
Eigenvalue (EV)
58,57
14,26
12,02
9,01
7,93
7,77
6,75
6,26
p < 0,0001
has no automatically flagged sort
has no automatically flagged sort
has no automatically flagged sort
has no automatically flagged sort
has no automatically flagged sort
0
Factor 1
1,000
0,172
0,326
0,324
0,173
0,218
0,116
-0,205
Factor 1
1,000
0,166
0,326
0,330
0,173
0,218
0,190
-0,115
Factor 1
1,000
0,166
0,326
0,330
0,173
0,218
0,190
-0,115
% Explained Variance
29,58
7,20
6,07
4,55
4,00
3,93
3,41
3,16
p <0,001
10
12
11
6
1
5
1
has no automatically flagged sort
46
Factor 2
0,172
1,000
0,448
0,450
0,156
0,210
0,077
0,079
Factor 2
0,166
1,000
0,439
0,442
0,155
0,204
0,137
-0,017
Factor 2
0,166
1,000
0,439
0,442
0,155
0,204
0,137
-0,017
Cumulative Variance
29,58
36,78
42,86
47,41
51,41
55,34
58,74
61,91
p < 0,01
11
17
16
10
2
9
2
1
68
Factor 3
0,326
0,448
1,000
0,383
0,150
0,566
-0,033
-0,191
Factor 3
0,326
0,439
1,000
0,382
0,150
0,566
0,012
-0,160
Factor 3
0,326
0,439
1,000
0,382
0,150
0,566
0,012
-0,160
Humphrey's Rule
0,71
0,51
0,40
0,27
0,27
0,30
0,24
0,21
p <0,05
11
19
16
11
2
9
3
4
75
Factor 4
0,324
0,450
0,383
1,000
0,171
0,379
0,123
-0,062
Factor 4
0,330
0,442
0,382
1,000
0,149
0,395
0,152
-0,072
Factor 4
0,330
0,442
0,382
1,000
0,149
0,395
0,152
-0,072
Standard Error
0,07
0,07
0,07
0,07
0,07
0,07
0,07
0,07
p <0,1
11
19
16
11
2
9
3
4
75
Factor 5
0,173
0,156
0,150
0,171
1,000
0,049
-0,207
0,104
Factor 5
0,173
0,155
0,150
0,149
1,000
0,049
-0,141
0,058
Factor 5
0,173
0,155
0,150
0,149
1,000
0,049
-0,141
0,058
Majority of Common Variance
11
19
16
11
2
9
3
4
75
Factor 6
0,218
0,210
0,566
0,379
0,049
1,000
0,076
-0,337
Factor 6
0,218
0,204
0,566
0,395
0,049
1,000
0,082
-0,124
Factor 6
0,218
0,204
0,566
0,395
0,049
1,000
0,082
-0,124
Factor 7
0,116
0,077
-0,033
0,123
-0,207
0,076
1,000
-0,065
Factor 7
0,190
0,137
0,012
0,152
-0,141
0,082
1,000
-0,118
Factor 7
0,190
0,137
0,012
0,152
-0,141
0,082
1,000
-0,118
Factor 8
-0,205
0,079
-0,191
-0,062
0,104
-0,337
-0,065
1,000
Factor 8
-0,115
-0,017
-0,160
-0,072
0,058
-0,124
-0,118
1,000
Factor 8
-0,115
-0,017
-0,160
-0,072
0,058
-0,124
-0,118
1,000
CFA8
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 8
fullfilled
fullfilled
fullfilled
fullfilled
only two factors
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 8
Total
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 8
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 8
Factor
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 8
Eigenvalue
57,96
13,45
11,42
8,48
7,39
7,00
6,52
5,69
p < 0,0001
has no automatically flagged sort
2
1
1
has no automatically flagged sort
has no automatically flagged sort
3
has no automatically flagged sort
7
Factor 1
1
0,3674
0,2221
0,3412
0,4931
0,2014
0,3603
-0,2025
Factor 1
1,000
0,369
0,266
0,341
0,507
0,124
0,358
-0,099
Factor 1
1
0,3693
0,2655
0,3412
0,507
0,1242
0,3577
-0,099
% Explained Variance
29,00
7,00
6,00
4,00
4,00
4,00
3,00
3,00
p <0,001
8
4
4
6
5
has no automatically flagged sort
8
1
36
Factor 2
0,3674
1
0,3488
0,364
0,3808
0,1502
0,4567
-0,0237
Factor 2
0,369
1,000
0,380
0,344
0,374
0,160
0,442
0,027
Factor 2
0,3693
1
0,3795
0,3437
0,3736
0,1598
0,4418
0,027
Cumulative Variance
29,00
36,00
42,00
46,00
50,00
54,00
57,00
60,00
p < 0,01
13
9
8
10
9
2
12
3
66
Factor 3
0,2221
0,3488
1
0,3309
0,3106
0,2153
0,4601
0,2568
Factor 3
0,266
0,380
1,000
0,340
0,323
0,185
0,493
0,269
Factor 3
0,2655
0,3795
1
0,3397
0,3231
0,1848
0,4927
0,2692
Humphrey's Rule
0,72
0,50
0,38
0,26
0,29
0,24
0,28
0,19
p <0,05
13
10
10
10
11
3
13
5
75
Factor 4
0,3412
0,364
0,3309
1
0,4042
0,2436
0,3335
0,1013
Factor 4
0,341
0,344
0,340
1,000
0,412
0,240
0,329
0,175
Factor 4
0,3412
0,3437
0,3397
1
0,4117
0,2404
0,3291
0,1754
Standard Error
p <0,1
13
10
10
10
11
3
13
5
75
Factor 5
0,4931
0,3808
0,3106
0,4042
1
0,1038
0,4105
0,1464
Factor 5
0,507
0,374
0,323
0,412
1,000
0,089
0,410
0,228
Factor 5
0,507
0,3736
0,3231
0,4117
1
0,089
0,4101
0,2276
Majority of Common Variance
13
10
10
10
11
3
14
5
76
Factor 6
0,2014
0,1502
0,2153
0,2436
0,1038
1
0,1897
-0,12
Factor 6
0,124
0,160
0,185
0,240
0,089
1,000
0,126
0,003
Factor 6
0,1242
0,1598
0,1848
0,2404
0,089
1
0,126
0,003
Factor 7
0,3603
0,4567
0,4601
0,3335
0,4105
0,1897
1
0,0309
Factor 7
0,358
0,442
0,493
0,329
0,410
0,126
1,000
0,132
Factor 7
0,3577
0,4418
0,4927
0,3291
0,4101
0,126
1
0,1321
Factor 8
-0,2025
-0,0237
0,2568
0,1013
0,1464
-0,12
0,0309
1
Factor 8
-0,099
0,027
0,269
0,175
0,228
0,003
0,132
1,000
Factor 8
-0,099
0,027
0,2692
0,1754
0,2276
0,003
0,1321
1
CFA: 7 Factors
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
fullfilled
fullfilled
fullfilled
fullfilled
only two factors
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 7
Eigenvalue
57,96
13,45
11,42
8,48
7,39
7,00
6,52
p < 0,0001
has no automatically flagged sort
has no automatically flagged sort
Factor 1
1,000
0,357
0,209
0,368
0,479
0,124
0,437
Factor 1
1,000
0,357
0,209
0,369
0,489
0,124
0,437
Factor 1
1,000
0,357
0,212
0,369
0,485
0,124
0,437
% Explained Variance
29,27
6,79
5,77
4,28
3,73
3,54
3,29
p <0,001
7
3
1
7
5
4
8
35
Factor 2
0,357
1,000
0,258
0,412
0,394
0,499
0,422
Factor 2
0,357
1,000
0,258
0,394
0,390
0,481
0,422
Factor 2
0,357
1,000
0,256
0,394
0,394
0,481
0,422
Cumulative Variance
29,27
36,06
41,83
46,11
49,85
53,38
56,67
p < 0,01
12
7
10
12
12
5
12
70
Factor 3
0,209
0,258
1,000
0,385
0,349
0,325
0,415
Factor 3
0,209
0,258
1,000
0,375
0,346
0,344
0,415
Factor 3
0,212
0,256
1,000
0,373
0,349
0,338
0,424
Humphrey's Rule
0,72
0,50
0,38
0,26
0,29
0,24
0,28
p <0,05
12
7
10
13
13
8
12
75
Factor 4
0,368
0,412
0,385
1,000
0,380
0,329
0,483
Factor 4
0,369
0,394
0,375
1,000
0,371
0,293
0,471
Factor 4
0,369
0,394
0,373
1,000
0,370
0,293
0,471
Standard Error
0,05
0,05
0,05
0,05
0,05
0,05
0,05
p <0,1
12
7
11
13
14
8
12
77
Factor 5
0,479
0,394
0,349
0,380
1,000
0,358
0,449
Factor 5
0,489
0,390
0,346
0,371
1,000
0,342
0,457
Factor 5
0,485
0,394
0,349
0,370
1,000
0,346
0,458
Majority of Common Variance
12
7
11
13
14
8
12
77
Factor 6
0,124
0,499
0,325
0,329
0,358
1,000
0,440
Factor 6
0,124
0,481
0,344
0,293
0,342
1,000
0,429
Factor 6
0,124
0,481
0,338
0,293
0,346
1,000
0,429
Factor 7
0,437
0,422
0,415
0,483
0,449
0,440
1,000
Factor 7
0,437
0,422
0,415
0,471
0,457
0,429
1,000
Factor 7
0,437
0,422
0,424
0,471
0,458
0,429
1,000
CFA: 6 Factors
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
fullfilled
fullfilled
fullfilled
fullfilled
only two factors
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 6
Eigenvalue
57,96
13,45
11,42
8,48
7,39
7,00
p < 0,0001
has no automatically flagged sort
has no automatically flagged sort
Factor 1
1,000
0,256
0,326
0,516
0,436
0,161
Factor 1
1,000
0,254
0,333
0,523
0,450
0,157
Factor 1
1,000
0,254
0,333
0,523
0,450
0,161
% Explained Variance
29,27
6,79
5,77
4,28
3,73
3,54
p <0,001
10
3
9
8
1
7
38
Factor 2
0,256
1,000
0,397
0,474
0,374
0,147
Factor 2
0,254
1,000
0,406
0,465
0,351
0,141
Factor 2
0,254
1,000
0,406
0,459
0,351
0,140
Cumulative Variance
29,27
36,06
41,83
46,11
49,85
53,38
p < 0,01
18
9
21
18
6
14
86
Factor 3
0,326
0,397
1,000
0,519
0,432
0,408
Factor 3
0,333
0,406
1,000
0,525
0,436
0,392
Factor 3
0,333
0,406
1,000
0,526
0,436
0,395
Humphrey's Rule
0,72
0,50
0,38
0,26
0,29
0,24
p <0,05
20
10
23
19
6
17
95
Factor 4
0,516
0,474
0,519
1,000
0,450
0,339
Factor 4
0,523
0,465
0,525
1,000
0,456
0,332
Factor 4
0,523
0,459
0,526
1,000
0,452
0,338
Standard Error
0,05
0,05
0,05
0,05
0,05
0,05
p <0,1
20
10
23
20
6
18
97
Factor 5
0,436
0,374
0,432
0,450
1,000
0,313
Factor 5
0,450
0,351
0,436
0,456
1,000
0,297
Factor 5
0,450
0,351
0,436
0,452
1,000
0,299
Majority of Common Variance
20
11
23
22
6
18
100
Factor 6
0,161
0,147
0,408
0,339
0,313
1,000
Factor 6
0,157
0,141
0,392
0,332
0,297
1,000
Factor 6
0,161
0,140
0,395
0,338
0,299
1,000
CFA: 5 Factors
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
fullfilled
fullfilled
fullfilled
fullfilled
only two factors
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Factor 1
Factor 2
Factor 3
Factor 4
Factor 5
Eigenvalue
57,96
13,45
11,42
8,48
7,39
p < 0,0001
has no automatically flagged sort
Factor 1
1,000
0,379
0,469
0,469
0,080
Factor 1
1,000
0,359
0,480
0,481
0,056
Factor 1
1,000
0,365
0,483
0,480
0,052
% Explained Variance
29,27
6,79
5,77
4,28
3,73
p <0,001
10
8
21
9
1
49
Factor 2
0,379
1,000
0,551
0,379
0,249
Factor 2
0,359
1,000
0,540
0,343
0,227
Factor 2
0,365
1,000
0,541
0,345
0,223
Cumulative Variance
29,27
36,06
41,83
46,11
49,85
p < 0,01
24
20
34
20
2
100
Factor 3
0,469
0,551
1,000
0,591
0,132
Factor 3
0,480
0,540
1,000
0,589
0,214
Factor 3
0,483
0,541
1,000
0,590
0,212
Humphrey's Rule
0,72
0,50
0,38
0,26
0,29
p <0,05
27
26
36
22
7
118
Factor 4
0,469
0,379
0,591
1,000
0,074
Factor 4
0,481
0,343
0,589
1,000
0,105
Factor 4
0,480
0,345
0,590
1,000
0,105
Standard Error
0,05
0,05
0,05
0,05
0,05
p <0,1
28
29
37
22
7
123
Factor 5
0,080
0,249
0,132
0,074
1,000
Factor 5
0,056
0,227
0,214
0,105
1,000
Factor 5
0,052
0,223
0,212
0,105
1,000
Majority of Common Variance
28
29
38
24
7
126
CFA: 4 Factors
Factor 1
Factor 2
Factor 3
Factor 4
fullfilled
fullfilled
fullfilled
fullfilled
only two factors
Factor 1
Factor 2
Factor 3
Factor 4
Factor 1
Factor 2
Factor 3
Factor 4
Factor 1
Factor 2
Factor 3
Factor 4
Factor 1
Factor 2
Factor 3
Factor 4
Eigenvalue
57,96
13,45
11,42
8,48
p < 0,0001
has no automatically flagged sort
Factor 1
1,000
0,385
0,473
0,531
Factor 1
1,000
0,399
0,489
0,543
Factor 1
1,000
0,398
0,493
0,543
% Explained Variance
29,27
6,79
5,77
4,28
p <0,001
12
9
15
10
46
Factor 2
0,385
1,000
0,576
0,385
Factor 2
0,399
1,000
0,576
0,390
Factor 2
0,398
1,000
0,578
0,390
Cumulative Variance
29,27
36,06
41,83
46,11
p < 0,01
28
26
4
27
85
Factor 3
0,473
0,576
1,000
0,595
Factor 3
0,489
0,576
1,000
0,599
Factor 3
0,493
0,578
1,000
0,600
Humphrey's Rule
0,72
0,50
0,38
0,26
p <0,05
35
32
38
28
133
Factor 4
0,531
0,385
0,595
1,000
Factor 4
0,543
0,390
0,599
1,000
Factor 4
0,543
0,390
0,600
1,000
Standard Error
0,05
0,05
0,05
0,05
p <0,1
35
34
40
28
137
Majority of Common Variance
36
37
41
32
146
CFA: 3 Factors
Factor 1
Factor 2
Factor 3
fullfilled
fullfilled
fullfilled
fullfilled
only two factors
Factor 1
Factor 2
Factor 3
Factor 1
Factor 2
Factor 3
Factor 1
Factor 2
Factor 3
Factor 1
Factor 2
Factor 3
Eigenvalue
57,96
13,45
11,42
p < 0,0001
4
2
5
11
Factor 1
1,000
0,455
0,598
Factor 1
1,000
0,480
0,588
Factor 1
1,000
0,478
0,590
% Explained Variance
29,27
6,79
5,77
p <0,001
18
14
21
53
Factor 2
0,455
1,000
0,563
Factor 2
0,480
1,000
0,568
Factor 2
0,478
1,000
0,569
Cumulative Variance
29,27
36,06
41,83
p < 0,01
45
30
47
122
Factor 3
0,598
0,563
1,000
Factor 3
0,588
0,568
1,000
Factor 3
0,590
0,569
1,000
Humphrey's Rule
0,72
0,50
0,38
p <0,05
57
43
56
156
Standard Error
0,05
0,05
0,05
p <0,1
60
43
57
160
Majority of Common Variance
63
46
62
171
CFA: 2 Factors
Factor 1
Factor 2
fullfilled
fullfilled
fullfilled
fullfilled
fullfilled
Factor 1
Factor 2
Factor 1
Factor 2
Factor 1
Factor 2
Factor 1
Factor 2
Eigenvalue
57,96
13,45
p < 0,0001
5
8
13
Factor 1
1,000
0,627
Factor 1
1,000
0,656
Factor 1
1,000
0,647
% Explained Variance
29,27
6,79
p <0,001
32
25
57
Factor 2
0,627
1,000
Factor 2
0,656
1,000
Factor 2
0,647
1,000
Cumulative Variance
29,27
36,06
p < 0,01
72
51
123
Humphrey's Rule
0,72
0,50
p <0,05
92
74
166
Standard Error
0,05
0,05
p <0,1
102
80
182
Majority of Common Variance
110
88
198
Correlations between
Factors
FACTOR ROTATION (only used Varimax)
Number of Defining Variables
Correlations between
Factors
Correlations between
Factors