These statistics are from the version of the PSIA that was in use from 2003 to 2007, and was highly similar to the later Revision 2007. The scores are t-scores (mean = 50, σ = 10) normed on an earlier group (partly overlapping this one) so this group may not have an exact mean and σ of 50 and 10. An explanation of the scale can be found through the test's order page.
Explanatory and analytical remarks regarding the interpretation of the statistics are purposely largely avoided, so it is up to the reader to study the report carefully and thus obtain a clear impression of the test's validity — that is, "what it measures". Although the statistics sometimes reveal an almost chilling discriminative power, experience shows that explicitly observing that in a remark tends to evoke negative responses in persons who recognize themselves ("Your remark betrays that your are biased! The test only measures your personal biases!", et cetera).
33 | ** |
34 | * |
35 | *** |
36 | ** |
37 | * |
38 | ****** |
39 | ** |
40 | ***** |
41 | ***** |
42 | ************** |
43 | ********** |
44 | ****** |
45 | *************** |
46 | ********** |
47 | ********** |
48 | ******** |
49 | ************** |
50 | **************** |
51 | ******* |
52 | ************** |
53 | ***************** |
54 | **************** |
55 | *********** |
56 | **************** |
57 | ************* |
58 | ******* |
59 | ****** |
60 | ******* |
61 | ******** |
62 | ***** |
63 | ****** |
64 | *** |
65 | ********* |
66 | ****** |
67 | ** |
68 | ** |
69 | *** |
72 | * |
73 | *** |
74 | * |
76 | * |
82 | * |
n = 238
33 | * |
34 | * |
35 | *** |
36 | ** |
37 | * |
38 | ***** |
40 | **** |
41 | ***** |
42 | ********** |
43 | ******** |
44 | **** |
45 | *************** |
46 | ********** |
47 | ********* |
48 | ******* |
49 | ************ |
50 | ************ |
51 | ***** |
52 | ********* |
53 | ************ |
54 | ************ |
55 | ********* |
56 | ************** |
57 | ********** |
58 | **** |
59 | ***** |
60 | ****** |
61 | ******** |
62 | **** |
63 | **** |
64 | *** |
65 | ******* |
66 | ***** |
67 | * |
68 | ** |
69 | *** |
73 | *** |
74 | * |
76 | * |
82 | * |
n = 57
33 | * |
38 | * |
39 | ** |
40 | * |
42 | **** |
43 | ** |
44 | ** |
47 | * |
48 | * |
49 | ** |
50 | **** |
51 | ** |
52 | ***** |
53 | ***** |
54 | **** |
55 | ** |
56 | ** |
57 | *** |
58 | *** |
59 | * |
60 | * |
62 | * |
63 | ** |
65 | ** |
66 | * |
67 | * |
72 | * |
Test name | n | r |
---|---|---|
Problems In Gentle Slopes of the second degree | 4 | 0.87 |
The Marathon Test | 4 | 0.81 |
Words | 4 | 0.80 |
The Bonsai Test - Revision 2016 | 5 | 0.76 |
Chimera High Ability Riddle Test (Bill Bultas) | 4 | 0.75 |
Numbers | 16 | 0.72 |
Odds | 7 | 0.69 |
Cito-toets | 5 | 0.67 |
Raven's Advanced Progressive Matrices (raw) | 8 | 0.66 |
Numerical section of The Marathon Test | 6 | 0.65 |
Numerical and spatial sections of The Marathon Test | 6 | 0.63 |
916 Test (Laurent Dubois) | 5 | 0.62 |
Spatial section of The Marathon Test | 6 | 0.57 |
Reflections In Peroxide | 4 | 0.57 |
Qoymans Automatic Test #3 | 5 | 0.48 |
Cooijmans Intelligence Test - Form 1 | 7 | 0.48 |
Numerical Insight Test | 8 | 0.47 |
Reason - Revision 2008 | 6 | 0.41 |
Cooijmans On-Line Test | 6 | 0.41 |
Narcissus' last stand | 4 | 0.40 |
Reason Behind Multiple-Choice - Revision 2008 | 6 | 0.39 |
Verbal section of The Marathon Test | 4 | 0.38 |
Tests by Greg Grove (aggregate) | 14 | 0.38 |
Wechsler Adult Intelligence Scales | 12 | 0.38 |
Long Test For Genius | 9 | 0.37 |
Short Test For Genius | 4 | 0.36 |
Scholastic Aptitude Test (new) | 4 | 0.36 |
Genius Association Test | 29 | 0.36 |
Problems In Gentle Slopes of the third degree | 5 | 0.35 |
Daedalus Test | 4 | 0.32 |
Qoymans Multiple-Choice #5 | 6 | 0.31 |
Qoymans Multiple-Choice #3 | 25 | 0.28 |
The Final Test | 22 | 0.27 |
Analogies of Long Test For Genius | 13 | 0.23 |
KIT Intelligence Test - first attempts | 9 | 0.21 |
Evens | 4 | 0.19 |
Mega Test (Ronald K. Hoeflin) | 4 | 0.19 |
Cooijmans Intelligence Test - Form 2 | 20 | 0.18 |
Cooijmans On-Line Test - Two-barrelled version | 4 | 0.15 |
Letters | 4 | 0.13 |
Sigma Test (Melão Hindemburg) | 10 | 0.13 |
Reason Behind Multiple-Choice | 11 | 0.13 |
Non-Verbal Cognitive Performance Examination (Xavier Jouve) | 20 | 0.08 |
Cooijmans Intelligence Test - Form 3 | 9 | 0.07 |
Unknown and miscellaneous tests | 57 | 0.05 |
The Test To End All Tests | 16 | 0.04 |
Strict Logic Sequences Exam I (Jonathan Wai) | 20 | 0.03 |
Titan Test (Ronald K. Hoeflin) | 8 | 0.03 |
International High IQ Society tests (aggregate) | 22 | 0.02 |
Reason | 13 | 0.02 |
Spatial section of Test For Genius - Revision 2004 | 26 | 0.02 |
Scholastic Aptitude Test (old) | 8 | 0.01 |
Associative LIMIT | 7 | 0.01 |
Qoymans Multiple-Choice #1 | 7 | -0.00 |
Space, Time, and Hyperspace | 23 | -0.03 |
Epiq Tests (aggregate) | 7 | -0.04 |
Lieshout International Mesospheric Intelligence Test | 17 | -0.04 |
Qoymans Multiple-Choice #2 | 6 | -0.04 |
Cartoons of Shock | 8 | -0.06 |
Qoymans Multiple-Choice #4 | 91 | -0.06 |
Spatial Insight Test | 14 | -0.07 |
American College Testing program | 7 | -0.11 |
European I.Q. Test | 6 | -0.11 |
Strict Logic Spatial Exam 48 (Jonathan Wai) | 4 | -0.12 |
Cattell Culture Fair | 12 | -0.12 |
Logima Strictica 36 (Robert Lato) | 16 | -0.14 |
Qoymans Automatic Test #2 | 4 | -0.14 |
Test For Genius - Revision 2004 | 26 | -0.15 |
Isis Test | 13 | -0.16 |
Association subtest of Long Test For Genius | 14 | -0.22 |
Cooijmans Intelligence Test - Form 4 | 4 | -0.25 |
Test of Shock and Awe | 9 | -0.26 |
Test of the Beheaded Man | 9 | -0.26 |
Culture Fair Numerical Spatial Examination - Final version (Etienne Forsström) | 12 | -0.26 |
Raven's Advanced Progressive Matrices (I.Q.) | 6 | -0.28 |
Test of Inductive Reasoning / J.C.T.I. (Xavier Jouve) | 8 | -0.35 |
The Sargasso Test | 11 | -0.38 |
Verbal section of Test For Genius - Revision 2004 | 26 | -0.41 |
Psychometric Qrosswords | 5 | -0.43 |
Graduate Record Examination | 5 | -0.51 |
The Nemesis Test | 8 | -0.56 |
Qoymans Automatic Test #1 | 4 | -0.59 |
Bonsai Test | 6 | -0.64 |
Tests by Nicolas Elenas (aggregate) | 6 | -0.66 |
W-87 (International Society for Philosophical Enquiry) | 7 | -0.66 |
Weighted average of correlations: 0.072 (N = 950)
Estimated g factor loading: 0.27
Test name | n | r |
---|---|---|
(80) Qoymans Multiple-Choice #4 | 11 | -0.10 |
(242) Unknown and miscellaneous tests | 4 | -0.19 |
Weighted average of correlations: -0.125 (N = 15)
Estimated g factor loading among females: -0.35
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 PSIA True on that type |
---|---|---|
Verbal | 276 | 0.24 |
Numerical | 61 | 0.65 |
Spatial | 90 | 0.11 |
Logical | 37 | 0.31 |
Heterogeneous | 198 | 0.18 |
N = 662
Balanced g loading = 0.30
Country | n | mean score |
---|---|---|
Mexico | 3 | 65.67 |
Turkey | 4 | 60.75 |
Canada | 9 | 54.78 |
Spain | 6 | 53.83 |
Italy | 3 | 53.67 |
Korea_South | 3 | 53.33 |
United_States | 98 | 52.95 |
Sweden | 17 | 52.18 |
United_Kingdom | 13 | 52.08 |
China | 3 | 52.00 |
Belgium | 8 | 51.88 |
Yugoslavia | 5 | 51.60 |
Finland | 5 | 51.40 |
Netherlands | 34 | 51.29 |
Brazil | 7 | 50.71 |
India | 12 | 50.33 |
Australia | 6 | 50.00 |
Germany | 12 | 49.83 |
Israel | 4 | 49.50 |
South_Africa | 4 | 49.00 |
Norway | 5 | 48.40 |
Poland | 3 | 48.00 |
Correlation of this test with national average I.Q.'s published by Lynn and Vanhanen:
Personalia | n | r |
---|---|---|
PSIA Ethics factor | 295 | 0.86 |
Observed behaviour | 19 | 0.59 |
PSIA System factor | 47 | 0.37 |
PSIA Extreme | 295 | 0.33 |
Observed associative horizon | 10 | 0.32 |
PSIA Orderly | 295 | 0.25 |
PSIA Deviance factor | 295 | 0.22 |
PSIA Rare | 295 | 0.18 |
PSIA Aspergoid | 295 | 0.16 |
Gifted Adult's Inventory of Aspergerisms | 18 | 0.11 |
PSIA Introverted | 295 | 0.10 |
Disorders (own) | 292 | 0.07 |
PSIA Rational | 295 | 0.07 |
Educational level | 292 | 0.02 |
Disorders (parents and siblings) | 291 | 0.01 |
Sex | 295 | 0.00 |
PSIA Just | 295 | -0.03 |
PSIA Neurotic | 295 | -0.05 |
Mother's educational level | 279 | -0.07 |
PSIA Cold | 295 | -0.07 |
Father's educational level | 277 | -0.12 |
PSIA Antisocial | 295 | -0.13 |
Year of birth | 292 | -0.15 |
Cooijmans Inventory of Neo-Marxist Attitudes | 9 | -0.24 |
PSIA Cruel | 295 | -0.36 |
Personalia | n | r |
---|---|---|
PSIA Ethics factor | 57 | 0.83 |
Disorders (own) | 55 | 0.32 |
PSIA Extreme | 57 | 0.25 |
PSIA Deviance factor | 57 | 0.23 |
PSIA Rare | 57 | 0.21 |
Disorders (parents and siblings) | 54 | 0.20 |
PSIA Orderly | 57 | 0.20 |
PSIA Aspergoid | 57 | 0.19 |
PSIA Introverted | 57 | 0.12 |
PSIA Neurotic | 57 | 0.09 |
PSIA System factor | 10 | 0.02 |
PSIA Just | 57 | -0.02 |
PSIA Antisocial | 57 | -0.17 |
Year of birth | 55 | -0.18 |
PSIA Rational | 57 | -0.18 |
PSIA Cold | 57 | -0.20 |
Educational level | 55 | -0.20 |
Father's educational level | 47 | -0.28 |
Mother's educational level | 47 | -0.28 |
PSIA Cruel | 57 | -0.31 |
Personalia | n | r |
---|---|---|
PSIA Ethics factor | 238 | 0.86 |
Observed behaviour | 18 | 0.63 |
PSIA System factor | 37 | 0.44 |
PSIA Extreme | 238 | 0.35 |
PSIA Orderly | 238 | 0.26 |
Observed associative horizon | 9 | 0.23 |
PSIA Deviance factor | 238 | 0.21 |
PSIA Rare | 238 | 0.17 |
PSIA Aspergoid | 238 | 0.15 |
PSIA Rational | 238 | 0.13 |
PSIA Introverted | 238 | 0.10 |
Educational level | 237 | 0.07 |
Gifted Adult's Inventory of Aspergerisms | 15 | 0.05 |
Disorders (own) | 237 | 0.02 |
PSIA Just | 238 | -0.03 |
Mother's educational level | 232 | -0.03 |
Disorders (parents and siblings) | 237 | -0.03 |
PSIA Cold | 238 | -0.05 |
PSIA Neurotic | 238 | -0.08 |
Father's educational level | 230 | -0.09 |
PSIA Antisocial | 238 | -0.12 |
Year of birth | 237 | -0.14 |
PSIA Cruel | 238 | -0.37 |
Cooijmans Inventory of Neo-Marxist Attitudes | 8 | -0.50 |
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 | 0.27 (165) |
---|---|
Below median | 0.27 (463) |
Above median | 0.19 (522) |
Above 3rd quartile | -0.16 (261) |