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
Correlation of Cooijmans Intelligence Test - Form 2 with other mental ability tests
Test name | n | r |
Mega Test (Ronald K. Hoeflin) | 4 | 0.99 |
Test For Genius - Revision 2016 | 4 | 0.97 |
Tests by Mislav Predavec (aggregate) | 5 | 0.97 |
The Marathon Test | 9 | 0.93 |
Problems In Gentle Slopes of the third degree | 4 | 0.93 |
The Bonsai Test - Revision 2016 | 5 | 0.92 |
Reflections In Peroxide | 5 | 0.90 |
Test For Genius - Revision 2004 | 22 | 0.90 |
Verbal section of Test For Genius - Revision 2016 | 4 | 0.89 |
Cooijmans Intelligence Test 5 | 4 | 0.89 |
Long Test For Genius | 5 | 0.87 |
916 Test (Laurent Dubois) | 5 | 0.85 |
Logima Strictica 24 (Robert Lato) | 4 | 0.84 |
Cooijmans Intelligence Test - Form 3 | 9 | 0.82 |
Numerical section of The Marathon Test | 10 | 0.82 |
Ultra Test (Ronald K. Hoeflin) | 4 | 0.81 |
Verbal section of Test For Genius - Revision 2004 | 22 | 0.80 |
Cito-toets | 4 | 0.80 |
Association subtest of Long Test For Genius | 6 | 0.78 |
Analogies of Long Test For Genius | 5 | 0.77 |
Spatial section of Test For Genius - Revision 2004 | 22 | 0.76 |
The Nemesis Test | 9 | 0.76 |
Verbal section of The Marathon Test | 9 | 0.75 |
Combined Numerical and Spatial sections of Test For Genius - Revision 2016 | 4 | 0.74 |
Narcissus' last stand | 5 | 0.73 |
Numerical and spatial sections of The Marathon Test | 10 | 0.72 |
Culture Fair Numerical Spatial Examination - Final version (Etienne Forsström) | 16 | 0.72 |
Numerical section of Test For Genius - Revision 2010 | 6 | 0.72 |
Problems In Gentle Slopes of the second degree | 5 | 0.70 |
The Sargasso Test | 12 | 0.67 |
Qoymans Multiple-Choice #5 | 12 | 0.66 |
Tests by Ivan Ivec (aggregate) | 4 | 0.65 |
Logima Strictica 36 (Robert Lato) | 16 | 0.65 |
Non-Verbal Cognitive Performance Examination (Xavier Jouve) | 9 | 0.64 |
Unknown and miscellaneous tests | 23 | 0.63 |
Epiq Tests (aggregate) | 5 | 0.62 |
Space, Time, and Hyperspace - Revision 2016 | 4 | 0.61 |
Spatial Insight Test | 9 | 0.61 |
Strict Logic Spatial Exam 48 (Jonathan Wai) | 9 | 0.60 |
Titan Test (Ronald K. Hoeflin) | 5 | 0.60 |
Odds | 7 | 0.59 |
Tests by Paul Laurent Miranda (aggregate) | 6 | 0.59 |
Reason Behind Multiple-Choice - Revision 2008 | 12 | 0.59 |
Test of the Beheaded Man | 6 | 0.58 |
Qoymans Multiple-Choice #4 | 20 | 0.58 |
Reason Behind Multiple-Choice | 14 | 0.58 |
Spatial section of The Marathon Test | 10 | 0.58 |
Numbers | 11 | 0.57 |
The Final Test | 14 | 0.57 |
American College Testing program | 4 | 0.56 |
The Test To End All Tests | 13 | 0.55 |
International High IQ Society tests (aggregate) | 7 | 0.54 |
Space, Time, and Hyperspace | 13 | 0.53 |
Lieshout International Mesospheric Intelligence Test | 23 | 0.52 |
Reason | 14 | 0.52 |
Cooijmans On-Line Test - Two-barrelled version | 5 | 0.50 |
Wechsler Adult Intelligence Scales | 11 | 0.49 |
Associative LIMIT | 17 | 0.48 |
Test of Inductive Reasoning / J.C.T.I. (Xavier Jouve) | 5 | 0.48 |
Cartoons of Shock | 12 | 0.42 |
The Hammer Of Test-Hungry - Revision 2013 | 5 | 0.41 |
Test of Shock and Awe | 7 | 0.41 |
Genius Association Test | 19 | 0.41 |
Strict Logic Sequences Exam I (Jonathan Wai) | 17 | 0.39 |
Cattell Culture Fair | 12 | 0.39 |
Reason - Revision 2008 | 12 | 0.36 |
Sigma Test (Melão Hindemburg) | 4 | 0.34 |
Cooijmans Intelligence Test - Form 4 | 7 | 0.30 |
Isis Test | 9 | 0.25 |
Raven's Advanced Progressive Matrices (I.Q.) | 9 | 0.24 |
Daedalus Test | 5 | 0.23 |
The Final Test - Revision 2013 | 5 | 0.20 |
W-87 (International Society for Philosophical Enquiry) | 5 | 0.08 |
Strict Logic Sequences Exam II (Jonathan Wai) | 6 | 0.07 |
Raven's Advanced Progressive Matrices (raw) | 7 | 0.07 |
Tests by Greg Grove (aggregate) | 8 | -0.06 |
Labyrinthine LIMIT | 4 | -0.07 |
Bonsai Test | 6 | -0.28 |
A Paranoiac's Torture: Intelligence Test Utilizing Diabolic Exactitude | 4 | -0.29 |
Qoymans Multiple-Choice #3 | 4 | -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.
Type | n | g loading of Cooijmans Intelligence Test - Form 2 on that type |
Verbal | 133 | 0.76 |
Numerical | 51 | 0.76 |
Spatial | 94 | 0.79 |
Logical | 36 | 0.65 |
Heterogeneous | 140 | 0.75 |
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 |
Canada | 3 | 25.5 |
Sweden | 3 | 25.0 |
Turkey | 3 | 24.0 |
United_Kingdom | 4 | 23.0 |
Belgium | 5 | 22.0 |
Netherlands | 8 | 20.3 |
United_States | 11 | 20.0 |
Finland | 8 | 18.5 |
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 horizon | 7 | 0.81 |
Cooijmans Inventory of Neo-Marxist Attitudes | 6 | 0.77 |
PSIA Rare - Revision 2007 | 10 | 0.49 |
Gifted Adult's Inventory of Aspergerisms | 16 | 0.38 |
PSIA Cruel - Revision 2007 | 10 | 0.35 |
Sex | 66 | 0.31 |
Observed behaviour | 12 | 0.26 |
PSIA Neurotic - Revision 2007 | 10 | 0.26 |
Mother's educational level | 62 | 0.26 |
Father's educational level | 62 | 0.24 |
PSIA Antisocial - Revision 2007 | 10 | 0.20 |
PSIA Cold - Revision 2007 | 10 | 0.18 |
Year of birth | 66 | 0.17 |
PSIA Orderly - Revision 2007 | 10 | 0.17 |
PSIA System factor - Revision 2007 | 10 | 0.07 |
Educational level | 62 | 0.07 |
PSIA Aspergoid - Revision 2007 | 10 | 0.01 |
PSIA True - Revision 2007 | 10 | -0.02 |
Disorders (own) | 62 | -0.15 |
PSIA Ethics factor - Revision 2007 | 10 | -0.17 |
PSIA Introverted - Revision 2007 | 10 | -0.19 |
Disorders (parents and siblings) | 62 | -0.20 |
PSIA Deviance factor - Revision 2007 | 10 | -0.22 |
PSIA Just - Revision 2007 | 10 | -0.29 |
PSIA Rational - Revision 2007 | 10 | -0.36 |
PSIA Extreme - Revision 2007 | 10 | -0.39 |
Correlation with personal details of Cooijmans Intelligence Test - Form 2 - within females
Personalia | n | r |
Father's educational level | 4 | 0.84 |
Mother's educational level | 4 | 0.69 |
Disorders (own) | 4 | 0.67 |
Educational level | 4 | 0.61 |
Year of birth | 5 | 0.07 |
Disorders (parents and siblings) | 4 | -0.08 |
Correlation with personal details of Cooijmans Intelligence Test - Form 2 - within males
Personalia | n | r |
Observed associative horizon | 5 | 0.79 |
Cooijmans Inventory of Neo-Marxist Attitudes | 6 | 0.77 |
PSIA Rare - Revision 2007 | 9 | 0.50 |
Gifted Adult's Inventory of Aspergerisms | 15 | 0.40 |
PSIA Cruel - Revision 2007 | 9 | 0.35 |
PSIA Neurotic - Revision 2007 | 9 | 0.29 |
Observed behaviour | 11 | 0.25 |
PSIA Antisocial - Revision 2007 | 9 | 0.23 |
PSIA Cold - Revision 2007 | 9 | 0.19 |
PSIA Orderly - Revision 2007 | 9 | 0.18 |
Mother's educational level | 58 | 0.15 |
Year of birth | 61 | 0.14 |
Father's educational level | 58 | 0.09 |
PSIA System factor - Revision 2007 | 9 | 0.07 |
PSIA Aspergoid - Revision 2007 | 9 | 0.02 |
PSIA True - Revision 2007 | 9 | -0.01 |
Educational level | 58 | -0.09 |
Disorders (parents and siblings) | 58 | -0.19 |
PSIA Ethics factor - Revision 2007 | 9 | -0.19 |
PSIA Introverted - Revision 2007 | 9 | -0.22 |
PSIA Deviance factor - Revision 2007 | 9 | -0.23 |
Disorders (own) | 58 | -0.24 |
PSIA Just - Revision 2007 | 9 | -0.32 |
PSIA Rational - Revision 2007 | 9 | -0.38 |
PSIA Extreme - Revision 2007 | 9 | -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 quartile | 0.69 (125) |
Below median | 0.74 (275) |
Above median | 0.59 (386) |
Above 3rd quartile | 0.62 (173) |
Reliability
Error
Scores by age
Age class | n | Median score |
60 to 64 | 1 | 7.5 |
50 to 54 | 5 | 20.5 |
45 to 49 | 5 | 22.0 |
40 to 44 | 5 | 25.0 |
35 to 39 | 9 | 20.0 |
30 to 34 | 13 | 23.8 |
25 to 29 | 14 | 23.0 |
22 to 24 | 7 | 25.5 |
20 or 21 | 3 | 22.0 |
18 or 19 | 3 | 22.5 |
17 | 1 | 20.5 |
N = 66
Scores by year taken
Year taken | n | median score |
2004 | 7 | 23.5 |
2005 | 14 | 22.3 |
2006 | 9 | 25.0 |
2007 | 11 | 20.0 |
2008 | 14 | 22.8 |
2009 | 11 | 23.0 |
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
Verbal | 0.91 |
Numerical | 0.91 |
Spatial | 0.88 |
Correlations between sections (internal consistency versus profile information)
Verbal × Numerical | 0.74 |
Verbal × Spatial | 0.70 |
Numerical × Spatial | 0.71 |
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
Score | Prop. | # scores (* = 1 score) |
0 | 0.015 (0.030) | ** |
4 | 0.045 (0.061) | ** |
5 | 0.083 (0.106) | *** |
6.75 | 0.114 (0.121) | * |
7 | 0.129 (0.136) | * |
7.5 | 0.159 (0.182) | *** |
8 | 0.205 (0.227) | *** |
8.5 | 0.250 (0.273) | *** |
9 | 0.303 (0.333) | **** |
9.25 | 0.341 (0.348) | * |
9.5 | 0.364 (0.379) | ** |
9.75 | 0.386 (0.394) | * |
10 | 0.462 (0.530) | ********* |
10.5 | 0.621 (0.712) | ************ |
10.75 | 0.720 (0.727) | * |
11 | 0.773 (0.818) | ****** |
11.5 | 0.856 (0.894) | ***** |
12 | 0.909 (0.924) | ** |
12.5 | 0.932 (0.939) | * |
13.5 | 0.955 (0.970) | ** |
14 | 0.977 (0.985) | * |
14.5 | 0.992 (1.000) | * |
Numerical
Score | Prop. | # scores (* = 1 score) |
0 | 0.015 (0.030) | ** |
2 | 0.045 (0.061) | ** |
2.5 | 0.068 (0.076) | * |
3.5 | 0.083 (0.091) | * |
4 | 0.106 (0.121) | ** |
4.25 | 0.129 (0.136) | * |
5 | 0.152 (0.167) | ** |
5.25 | 0.174 (0.182) | * |
5.5 | 0.212 (0.242) | **** |
5.75 | 0.250 (0.258) | * |
6 | 0.280 (0.303) | *** |
6.5 | 0.311 (0.318) | * |
7 | 0.341 (0.364) | *** |
7.5 | 0.417 (0.470) | ******* |
8 | 0.530 (0.591) | ******** |
8.25 | 0.598 (0.606) | * |
8.5 | 0.621 (0.636) | ** |
9 | 0.652 (0.667) | ** |
9.5 | 0.720 (0.773) | ******* |
9.75 | 0.780 (0.788) | * |
10 | 0.818 (0.848) | **** |
10.5 | 0.871 (0.894) | *** |
11 | 0.917 (0.939) | *** |
11.5 | 0.947 (0.955) | * |
11.75 | 0.962 (0.970) | * |
12 | 0.985 (1.000) | ** |
Spatial
Score | Prop. | # scores (* = 1 score) |
0 | 0.023 (0.045) | *** |
1 | 0.061 (0.076) | ** |
1.25 | 0.083 (0.091) | * |
1.5 | 0.098 (0.106) | * |
2 | 0.121 (0.136) | ** |
2.5 | 0.152 (0.167) | ** |
3 | 0.205 (0.242) | ***** |
3.5 | 0.280 (0.318) | ***** |
4 | 0.364 (0.409) | ****** |
4.5 | 0.485 (0.561) | ********** |
5 | 0.606 (0.652) | ****** |
5.5 | 0.667 (0.682) | ** |
6 | 0.727 (0.773) | ****** |
6.25 | 0.780 (0.788) | * |
6.5 | 0.795 (0.803) | * |
7 | 0.818 (0.833) | ** |
7.5 | 0.841 (0.848) | * |
8 | 0.864 (0.879) | ** |
8.5 | 0.902 (0.924) | *** |
9 | 0.939 (0.955) | ** |
9.5 | 0.970 (0.985) | ** |
10.5 | 0.992 (1.000) | * |