Statistics of Cooijmans Intelligence Test - Form 2

© Paul Cooijmans

Scores on Cooijmans Intelligence Test - Form 2 as of 16 February 2023

Contents type: Verbal, numerical, spatial.   Period: 2004-2009

0 **
7 *
7.5 *
10 *
11 *
13 *
14 *
15 *
16 *
17 ***
18 **
18.5 **
19 *
20 ******
20.5 ***
21 *
22 ***
22.5 ***
23 ****
23.5 **
24 ****
24.5 *
25 ***
25.5 **
26 *
27 **
28 ***
29 *
29.5 **
30 *
31 *
31.5 *
32.5 *
33 *
34.5 *
36.5 *

Scores by males

n = 61

0 *
7.5 *
10 *
11 *
13 *
14 *
15 *
16 *
17 ***
18 **
18.5 **
19 *
20 ****
20.5 ***
21 *
22 ***
22.5 ***
23 ****
23.5 **
24 ***
24.5 *
25 ***
25.5 **
26 *
27 **
28 ***
29 *
29.5 **
30 *
31 *
31.5 *
32.5 *
33 *
34.5 *
36.5 *

Scores by females

n = 5

0 *
7 *
20 **
24 *

Correlation of Cooijmans Intelligence Test - Form 2 with other mental ability tests

Test name n r
Mega Test (Ronald K. Hoeflin)40.99
Test For Genius - Revision 201640.97
Tests by Mislav Predavec (aggregate)50.97
The Marathon Test90.93
Problems In Gentle Slopes of the third degree40.93
The Bonsai Test - Revision 201650.92
Reflections In Peroxide50.90
Test For Genius - Revision 2004220.90
Verbal section of Test For Genius - Revision 201640.89
Cooijmans Intelligence Test 540.89
Long Test For Genius50.87
916 Test (Laurent Dubois)50.85
Logima Strictica 24 (Robert Lato)40.84
Cooijmans Intelligence Test - Form 390.82
Numerical section of The Marathon Test100.82
Ultra Test (Ronald K. Hoeflin)40.81
Verbal section of Test For Genius - Revision 2004220.80
Cito-toets40.80
Association subtest of Long Test For Genius60.78
Analogies of Long Test For Genius50.77
Spatial section of Test For Genius - Revision 2004220.76
The Nemesis Test90.76
Verbal section of The Marathon Test90.75
Combined Numerical and Spatial sections of Test For Genius - Revision 201640.74
Narcissus' last stand50.73
Numerical and spatial sections of The Marathon Test100.72
Culture Fair Numerical Spatial Examination - Final version (Etienne Forsström)160.72
Numerical section of Test For Genius - Revision 201060.72
Problems In Gentle Slopes of the second degree50.70
The Sargasso Test120.67
Qoymans Multiple-Choice #5120.66
Tests by Ivan Ivec (aggregate)40.65
Logima Strictica 36 (Robert Lato)160.65
Non-Verbal Cognitive Performance Examination (Xavier Jouve)90.64
Unknown and miscellaneous tests230.63
Epiq Tests (aggregate)50.62
Space, Time, and Hyperspace - Revision 201640.61
Spatial Insight Test90.61
Strict Logic Spatial Exam 48 (Jonathan Wai)90.60
Titan Test (Ronald K. Hoeflin)50.60
Odds70.59
Tests by Paul Laurent Miranda (aggregate)60.59
Reason Behind Multiple-Choice - Revision 2008120.59
Test of the Beheaded Man60.58
Qoymans Multiple-Choice #4200.58
Reason Behind Multiple-Choice140.58
Spatial section of The Marathon Test100.58
Numbers110.57
The Final Test140.57
American College Testing program40.56
The Test To End All Tests130.55
International High IQ Society tests (aggregate)70.54
Space, Time, and Hyperspace130.53
Lieshout International Mesospheric Intelligence Test230.52
Reason140.52
Cooijmans On-Line Test - Two-barrelled version50.50
Wechsler Adult Intelligence Scales110.49
Associative LIMIT170.48
Test of Inductive Reasoning / J.C.T.I. (Xavier Jouve)50.48
Cartoons of Shock120.42
The Hammer Of Test-Hungry - Revision 201350.41
Test of Shock and Awe70.41
Genius Association Test190.41
Strict Logic Sequences Exam I (Jonathan Wai)170.39
Cattell Culture Fair120.39
Reason - Revision 2008120.36
Sigma Test (Melão Hindemburg)40.34
Cooijmans Intelligence Test - Form 470.30
Isis Test90.25
Raven's Advanced Progressive Matrices (I.Q.)90.24
Daedalus Test50.23
The Final Test - Revision 201350.20
W-87 (International Society for Philosophical Enquiry)50.08
Strict Logic Sequences Exam II (Jonathan Wai)60.07
Raven's Advanced Progressive Matrices (raw)70.07
Tests by Greg Grove (aggregate)8-0.06
Labyrinthine LIMIT4-0.07
Bonsai Test6-0.28
A Paranoiac's Torture: Intelligence Test Utilizing Diabolic Exactitude4-0.29
Qoymans Multiple-Choice #34-0.55

Weighted average of correlations: 0.572 (N = 713)

Estimated g factor loading: 0.76

Ranking in above table is based on the unrounded correlations. All available data is present in this table, no tests are left out except for those with less than 4 score pairs. All known pairs are used, including possible floor/ceiling scores or outliers.

Estimated loadings of Cooijmans Intelligence Test - Form 2 on particular item types

These are estimated g factor loadings, but against homogeneous tests (containing only particular item types) as opposed to non-compound heterogeneous tests. Although tending to surprise the lay person, it is not uncommon for tests to have high loadings on item types they do not actually contain themselves. Such loadings reflect the empirical fact that most tests for mental abilities measure primarily g, regardless of their contents; that the major part of test score variance is caused by g, and only a minor part by factors germane to particular item types. It is of key importance to understand that this is a fact of nature, a natural phenomenon, and not something that was built into the tests by the test constructors.

Typeng loading of Cooijmans Intelligence Test - Form 2 on that type
Verbal1330.76
Numerical510.76
Spatial940.79
Logical360.65
Heterogeneous1400.75

N = 454

Compound tests have been left out of this table to avoid overlap.

Balanced g loading = 0.74

National medians for Cooijmans Intelligence Test - Form 2

Country n median score
Canada325.5
Sweden325.0
Turkey324.0
United_Kingdom423.0
Belgium522.0
Netherlands820.3
United_States1120.0
Finland818.5

For reasons of privacy, only countries with 3 or more candidates are included in this table. Ranking is based on the medians, and then alphabetic.

Correlation with national I.Q.'s of Cooijmans Intelligence Test - Form 2

Correlation of this test with national average I.Q.'s published by Lynn and Vanhanen:

Correlation of Cooijmans Intelligence Test - Form 2 with personal details

Personalia n r
Observed associative horizon70.81
Cooijmans Inventory of Neo-Marxist Attitudes60.77
PSIA Rare - Revision 2007100.49
Gifted Adult's Inventory of Aspergerisms160.38
PSIA Cruel - Revision 2007100.35
Sex660.31
Observed behaviour120.26
PSIA Neurotic - Revision 2007100.26
Mother's educational level620.26
Father's educational level620.24
PSIA Antisocial - Revision 2007100.20
PSIA Cold - Revision 2007100.18
Year of birth660.17
PSIA Orderly - Revision 2007100.17
PSIA System factor - Revision 2007100.07
Educational level620.07
PSIA Aspergoid - Revision 2007100.01
PSIA True - Revision 200710-0.02
Disorders (own)62-0.15
PSIA Ethics factor - Revision 200710-0.17
PSIA Introverted - Revision 200710-0.19
Disorders (parents and siblings)62-0.20
PSIA Deviance factor - Revision 200710-0.22
PSIA Just - Revision 200710-0.29
PSIA Rational - Revision 200710-0.36
PSIA Extreme - Revision 200710-0.39

Correlation with personal details of Cooijmans Intelligence Test - Form 2 - within females

Personalia n r
Father's educational level40.84
Mother's educational level40.69
Disorders (own)40.67
Educational level40.61
Year of birth50.07
Disorders (parents and siblings)4-0.08

Correlation with personal details of Cooijmans Intelligence Test - Form 2 - within males

Personalia n r
Observed associative horizon50.79
Cooijmans Inventory of Neo-Marxist Attitudes60.77
PSIA Rare - Revision 200790.50
Gifted Adult's Inventory of Aspergerisms150.40
PSIA Cruel - Revision 200790.35
PSIA Neurotic - Revision 200790.29
Observed behaviour110.25
PSIA Antisocial - Revision 200790.23
PSIA Cold - Revision 200790.19
PSIA Orderly - Revision 200790.18
Mother's educational level580.15
Year of birth610.14
Father's educational level580.09
PSIA System factor - Revision 200790.07
PSIA Aspergoid - Revision 200790.02
PSIA True - Revision 20079-0.01
Educational level58-0.09
Disorders (parents and siblings)58-0.19
PSIA Ethics factor - Revision 20079-0.19
PSIA Introverted - Revision 20079-0.22
PSIA Deviance factor - Revision 20079-0.23
Disorders (own)58-0.24
PSIA Just - Revision 20079-0.32
PSIA Rational - Revision 20079-0.38
PSIA Extreme - Revision 20079-0.39

Estimated g factor loadings for restricted ranges

In parentheses the number of score pairs on which that estimated g factor loading is based. The goal of this is to verify the hypothesis that g becomes less important, accounts for a smaller proportion of the variance, at higher I.Q. levels. The mere fact of restricting the range like this also depresses the g loading compared to computing it over the test's full range, so it would be normal for these values to be lower than the test's full-range g loading.

Below 1st quartile0.69 (125)
Below median0.74 (275)
Above median0.59 (386)
Above 3rd quartile0.62 (173)

Reliability

Error

Scores by age

Age class n Median score
60 to 6417.5
50 to 54520.5
45 to 49522.0
40 to 44525.0
35 to 39920.0
30 to 341323.8
25 to 291423.0
22 to 24725.5
20 or 21322.0
18 or 19322.5
17120.5

N = 66

Scores by year taken

Year taken n median score
2004723.5
20051422.3
2006925.0
20071120.0
20081422.8
20091123.0

ryear taken × median score = -0.20 (N = 66)

Robustness and overall test quality

Item analysis

Item statistics are not published as that would help candidates. To detect bad items, answers and comments from candidates are studied, as well as, for each problem, the correlation with total score on the remaining problems (item-rest correlation) and the proportion of candidates getting it wrong (hardness of the item). Possible bad items are revised, replaced, or removed, possibly resulting in a revised version of the test.

Correlations of sections with total score

Verbal0.91
Numerical0.91
Spatial0.88

Correlations between sections (internal consistency versus profile information)

Verbal × Numerical0.74
Verbal × Spatial0.70
Numerical × Spatial0.71

Ideal values for correlations between sections are around .5, thus being a compromise between the test's ability to yield a "profile" and its ability to provide an indication of general intelligence. With a too high correlation (like .8 or higher) the sections measure basically the same so there is almost no profile information in them, with a too low correlation (like .2 or lower) the sections are so different that there is little point in combining them into a measure of general intelligence.

Section histograms

Prop. = proportion of candidates outscored in this section. In parentheses the proportion outscored for any possible scores higher than the present score but lower than the next-higher score in the table.

Verbal

ScoreProp.# scores (* = 1 score)
00.015 (0.030) **
40.045 (0.061) **
50.083 (0.106) ***
6.750.114 (0.121) *
70.129 (0.136) *
7.50.159 (0.182) ***
80.205 (0.227) ***
8.50.250 (0.273) ***
90.303 (0.333) ****
9.250.341 (0.348) *
9.50.364 (0.379) **
9.750.386 (0.394) *
100.462 (0.530) *********
10.50.621 (0.712) ************
10.750.720 (0.727) *
110.773 (0.818) ******
11.50.856 (0.894) *****
120.909 (0.924) **
12.50.932 (0.939) *
13.50.955 (0.970) **
140.977 (0.985) *
14.50.992 (1.000) *

Numerical

ScoreProp.# scores (* = 1 score)
00.015 (0.030) **
20.045 (0.061) **
2.50.068 (0.076) *
3.50.083 (0.091) *
40.106 (0.121) **
4.250.129 (0.136) *
50.152 (0.167) **
5.250.174 (0.182) *
5.50.212 (0.242) ****
5.750.250 (0.258) *
60.280 (0.303) ***
6.50.311 (0.318) *
70.341 (0.364) ***
7.50.417 (0.470) *******
80.530 (0.591) ********
8.250.598 (0.606) *
8.50.621 (0.636) **
90.652 (0.667) **
9.50.720 (0.773) *******
9.750.780 (0.788) *
100.818 (0.848) ****
10.50.871 (0.894) ***
110.917 (0.939) ***
11.50.947 (0.955) *
11.750.962 (0.970) *
120.985 (1.000) **

Spatial

ScoreProp.# scores (* = 1 score)
00.023 (0.045) ***
10.061 (0.076) **
1.250.083 (0.091) *
1.50.098 (0.106) *
20.121 (0.136) **
2.50.152 (0.167) **
30.205 (0.242) *****
3.50.280 (0.318) *****
40.364 (0.409) ******
4.50.485 (0.561) **********
50.606 (0.652) ******
5.50.667 (0.682) **
60.727 (0.773) ******
6.250.780 (0.788) *
6.50.795 (0.803) *
70.818 (0.833) **
7.50.841 (0.848) *
80.864 (0.879) **
8.50.902 (0.924) ***
90.939 (0.955) **
9.50.970 (0.985) **
10.50.992 (1.000) *