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).
24 | * |
26 | * |
28 | * |
29 | * |
30 | *** |
31 | *** |
32 | * |
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 | * |
70 | * |
71 | ** |
72 | ** |
73 | ** |
75 | * |
76 | ** |
77 | * |
85 | * |
94 | * |
n = 326
24 | * |
26 | * |
28 | * |
29 | * |
31 | ** |
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 | * |
68 | * |
69 | * |
70 | * |
71 | ** |
72 | ** |
73 | ** |
75 | * |
76 | * |
77 | * |
85 | * |
94 | * |
n = 78
30 | *** |
31 | * |
32 | * |
33 | ** |
34 | * |
35 | ** |
36 | ****** |
37 | *** |
38 | ** |
39 | *** |
40 | *** |
41 | *** |
42 | **** |
43 | *** |
44 | ** |
45 | **** |
46 | * |
47 | *** |
48 | * |
49 | * |
50 | ** |
51 | **** |
52 | *** |
53 | *** |
54 | * |
55 | * |
56 | * |
59 | *** |
60 | ** |
61 | * |
62 | * |
65 | * |
66 | ** |
67 | ** |
68 | * |
76 | * |
Test name | n | r |
---|---|---|
Problems In Gentle Slopes of the second degree | 5 | 0.79 |
Combined Numerical and Spatial sections of Test For Genius - Revision 2010 | 5 | 0.79 |
Association and Analogies (German) | 4 | 0.78 |
Numerical section of Test For Genius - Revision 2010 | 8 | 0.77 |
G-test (Nikos Lygeros) | 4 | 0.75 |
916 Test (Laurent Dubois) | 9 | 0.60 |
Association subtest of Long Test For Genius (Netherlandic) | 4 | 0.60 |
Analogies #1 | 5 | 0.59 |
Letters | 7 | 0.58 |
Drenth number series | 4 | 0.55 |
Mega Test (Ronald K. Hoeflin) | 6 | 0.46 |
Qoymans Automatic Test #3 | 7 | 0.44 |
Tests by Greg Grove (aggregate) | 19 | 0.43 |
The Marathon Test | 6 | 0.43 |
Tests by Ivan Ivec (aggregate) | 6 | 0.42 |
Cooijmans On-Line Test | 10 | 0.42 |
The LAW - Letters And Words | 5 | 0.40 |
Cattell Culture Fair | 16 | 0.40 |
Short Test For Genius | 8 | 0.39 |
Daedalus Test | 5 | 0.36 |
Logima Strictica 24 (Robert Lato) | 6 | 0.36 |
Odds | 11 | 0.34 |
Chimera High Ability Riddle Test (Bill Bultas) | 5 | 0.29 |
Cooijmans On-Line Test - Two-barrelled version | 8 | 0.28 |
European I.Q. Test | 7 | 0.28 |
Logima Strictica 36 (Robert Lato) | 25 | 0.27 |
Cooijmans Intelligence Test - Form 2 | 24 | 0.26 |
Numbers | 27 | 0.24 |
Numerical Insight Test | 12 | 0.23 |
Scholastic Aptitude Test (old) | 9 | 0.20 |
Non-Verbal Cognitive Performance Examination (Xavier Jouve) | 35 | 0.16 |
Reason Behind Multiple-Choice | 17 | 0.14 |
Problems In Gentle Slopes of the first degree | 4 | 0.11 |
KIT Intelligence Test - first attempts | 11 | 0.10 |
Cito-toets | 8 | 0.08 |
Qoymans Multiple-Choice #5 | 13 | 0.08 |
Genius Association Test | 45 | 0.07 |
Reason | 20 | 0.06 |
Scholastic Aptitude Test (new) | 5 | 0.06 |
Cartoons of Shock | 13 | 0.06 |
The Nemesis Test | 10 | 0.06 |
The Final Test | 37 | 0.06 |
Strict Logic Spatial Exam 48 (Jonathan Wai) | 9 | 0.05 |
Omega Contemplative Items Pool (Tommy Smith) | 6 | 0.04 |
Cooijmans Intelligence Test - Form 1 | 13 | 0.04 |
Epiq Tests (aggregate) | 14 | 0.04 |
Verbal section of The Marathon Test | 6 | 0.03 |
Analogies of Long Test For Genius | 30 | 0.03 |
Verbal section of Test For Genius - Revision 2004 | 33 | 0.03 |
American College Testing program | 10 | 0.02 |
Raven's Advanced Progressive Matrices (raw) | 10 | 0.02 |
Space, Time, and Hyperspace | 47 | 0.02 |
Graduate Record Examination | 7 | 0.02 |
Long Test For Genius | 25 | 0.00 |
Spatial section of The Marathon Test | 9 | -0.01 |
Cooijmans Intelligence Test - Form 4 | 5 | -0.01 |
Spatial Insight Test | 23 | -0.01 |
Unknown and miscellaneous tests | 84 | -0.01 |
Qoymans Multiple-Choice #4 | 108 | -0.03 |
Qoymans Multiple-Choice #3 | 68 | -0.03 |
Culture Fair Numerical Spatial Examination - Final version (Etienne Forsström) | 16 | -0.04 |
International High IQ Society tests (aggregate) | 33 | -0.05 |
Words | 8 | -0.05 |
Lieshout International Mesospheric Intelligence Test | 27 | -0.05 |
Sigma Test (Melão Hindemburg) | 17 | -0.05 |
Strict Logic Sequences Exam I (Jonathan Wai) | 34 | -0.06 |
Isis Test | 17 | -0.06 |
Evens | 7 | -0.07 |
A Paranoiac's Torture: Intelligence Test Utilizing Diabolic Exactitude | 6 | -0.07 |
Association subtest of Long Test For Genius | 35 | -0.09 |
The Hammer Of Test-Hungry - Revision 2013 | 5 | -0.11 |
Wechsler Adult Intelligence Scales | 19 | -0.11 |
Narcissus' last stand | 5 | -0.11 |
Reflections In Peroxide | 5 | -0.11 |
Associative LIMIT | 14 | -0.13 |
Titan Test (Ronald K. Hoeflin) | 9 | -0.13 |
The Sargasso Test | 14 | -0.13 |
Test For Genius - Revision 2004 | 32 | -0.16 |
Qoymans Multiple-Choice #2 | 12 | -0.16 |
Numerical and spatial sections of The Marathon Test | 9 | -0.16 |
Bonsai Test | 13 | -0.22 |
Spatial section of Test For Genius - Revision 2004 | 35 | -0.22 |
Gliaweb Riddled Intelligence Test - Revision 2011 | 5 | -0.22 |
The Test To End All Tests | 23 | -0.23 |
Reason Behind Multiple-Choice - Revision 2008 | 13 | -0.23 |
Test of the Beheaded Man | 10 | -0.25 |
Test of Shock and Awe | 14 | -0.26 |
Miller Analogies Test (raw; old version) | 5 | -0.26 |
Qoymans Multiple-Choice #1 | 11 | -0.27 |
Cattell Verbal (also known as Cattell B) | 5 | -0.31 |
Raven's Advanced Progressive Matrices (I.Q.) | 10 | -0.32 |
Numerical section of The Marathon Test | 9 | -0.32 |
Test of Inductive Reasoning / J.C.T.I. (Xavier Jouve) | 13 | -0.34 |
Strict Logic Sequences Exam II (Jonathan Wai) | 7 | -0.38 |
Reason - Revision 2008 | 13 | -0.40 |
Qoymans Automatic Test #2 | 9 | -0.44 |
Qoymans Automatic Test #1 | 10 | -0.46 |
Advanced Intelligence Test (Randy Myers) | 4 | -0.48 |
Tests by Nicolas Elenas (aggregate) | 8 | -0.49 |
The Bonsai Test - Revision 2016 | 5 | -0.49 |
Gliaweb Riddled Intelligence Test (old version) | 5 | -0.50 |
Ultra Test (Ronald K. Hoeflin) | 5 | -0.52 |
Cooijmans Intelligence Test - Form 3 | 11 | -0.54 |
The Final Test - Revision 2013 | 5 | -0.55 |
Psychometric Qrosswords | 7 | -0.73 |
Low Countries Aptitude Test | 5 | -0.77 |
Tests by Nikolaos Soulios (aggregate) | 4 | -0.83 |
W-87 (International Society for Philosophical Enquiry) | 7 | -0.85 |
Queendom Culture Fair | 4 | -0.85 |
Analogies subtest of Long Test For Genius (Netherlandic) | 4 | -0.90 |
Tests by Jason Betts (aggregate) | 4 | -0.98 |
Problems In Gentle Slopes of the third degree | 5 | -0.98 |
Weighted average of correlations: -0.010 (N = 1614)
Estimated g factor loading: -0.10
Test name | n | r |
---|---|---|
(53) Qoymans Multiple-Choice #3 | 6 | 0.41 |
(80) Qoymans Multiple-Choice #4 | 12 | -0.08 |
(242) Unknown and miscellaneous tests | 5 | -0.38 |
Weighted average of correlations: -0.017 (N = 23)
Estimated g factor loading among females: -0.13
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 Deviance factor on that type |
---|---|---|
Verbal | 480 | -0.12 |
Numerical | 112 | 0.38 |
Spatial | 160 | -0.22 |
Logical | 61 | -0.20 |
Heterogeneous | 325 | -0.15 |
N = 1138
Balanced g loading = -0.06
Country | n | mean score |
---|---|---|
Poland | 5 | 57.00 |
Italy | 4 | 54.25 |
Austria | 3 | 53.67 |
Mexico | 5 | 53.40 |
South_Africa | 4 | 52.50 |
Brazil | 8 | 52.13 |
Canada | 15 | 51.80 |
Norway | 7 | 51.00 |
United_States | 130 | 50.56 |
France | 4 | 49.75 |
Sweden | 21 | 47.57 |
Turkey | 4 | 47.00 |
China | 3 | 46.67 |
Israel | 5 | 46.60 |
Germany | 19 | 46.32 |
United_Kingdom | 18 | 46.11 |
India | 16 | 46.06 |
Spain | 6 | 45.17 |
Netherlands | 54 | 44.52 |
Finland | 8 | 44.50 |
Korea_South | 3 | 44.33 |
Belgium | 11 | 43.91 |
Denmark | 4 | 43.25 |
Greece | 4 | 43.25 |
Australia | 6 | 42.17 |
Yugoslavia | 5 | 37.80 |
Correlation of this test with national average I.Q.'s published by Lynn and Vanhanen:
Personalia | n | r |
---|---|---|
PSIA Aspergoid | 295 | 0.87 |
PSIA Rare | 295 | 0.85 |
PSIA Introverted | 295 | 0.83 |
Gifted Adult's Inventory of Aspergerisms | 32 | 0.72 |
PSIA Neurotic | 295 | 0.57 |
PSIA Extreme | 295 | 0.42 |
Observed associative horizon | 14 | 0.41 |
Disorders (own) | 401 | 0.37 |
PSIA Antisocial | 295 | 0.35 |
Disorders (parents and siblings) | 400 | 0.26 |
PSIA Cold | 295 | 0.24 |
PSIA System factor | 156 | 0.24 |
PSIA True | 295 | 0.22 |
Year of birth | 401 | 0.20 |
PSIA Just | 295 | 0.17 |
PSIA Ethics factor | 404 | 0.11 |
Father's educational level | 382 | 0.11 |
Observed behaviour | 30 | 0.09 |
Sex | 404 | 0.09 |
Mother's educational level | 384 | 0.08 |
PSIA Cruel | 295 | 0.06 |
PSIA Rational | 295 | 0.03 |
PSIA Orderly | 295 | -0.11 |
Educational level | 401 | -0.21 |
Cooijmans Inventory of Neo-Marxist Attitudes | 10 | -0.44 |
Personalia | n | r |
---|---|---|
PSIA Aspergoid | 57 | 0.88 |
PSIA Rare | 57 | 0.85 |
PSIA Introverted | 57 | 0.85 |
PSIA Neurotic | 57 | 0.72 |
Disorders (own) | 76 | 0.52 |
PSIA Extreme | 57 | 0.38 |
Disorders (parents and siblings) | 75 | 0.36 |
PSIA Antisocial | 57 | 0.34 |
PSIA True | 57 | 0.23 |
Father's educational level | 68 | 0.22 |
Mother's educational level | 67 | 0.21 |
PSIA Ethics factor | 78 | 0.13 |
PSIA Cold | 57 | 0.12 |
PSIA System factor | 31 | 0.12 |
PSIA Cruel | 57 | 0.00 |
Year of birth | 76 | -0.02 |
PSIA Just | 57 | -0.08 |
Educational level | 76 | -0.10 |
PSIA Orderly | 57 | -0.11 |
PSIA Rational | 57 | -0.12 |
Personalia | n | r |
---|---|---|
PSIA Aspergoid | 238 | 0.87 |
PSIA Rare | 238 | 0.84 |
PSIA Introverted | 238 | 0.83 |
Gifted Adult's Inventory of Aspergerisms | 29 | 0.70 |
PSIA Neurotic | 238 | 0.56 |
PSIA Extreme | 238 | 0.44 |
Observed associative horizon | 12 | 0.38 |
PSIA Antisocial | 238 | 0.35 |
Disorders (own) | 325 | 0.34 |
PSIA System factor | 125 | 0.27 |
PSIA Cold | 238 | 0.26 |
Year of birth | 325 | 0.26 |
Disorders (parents and siblings) | 325 | 0.25 |
PSIA Just | 238 | 0.22 |
PSIA True | 238 | 0.21 |
PSIA Ethics factor | 326 | 0.11 |
Father's educational level | 314 | 0.08 |
Observed behaviour | 27 | 0.08 |
PSIA Cruel | 238 | 0.06 |
Mother's educational level | 317 | 0.05 |
PSIA Rational | 238 | 0.04 |
PSIA Orderly | 238 | -0.11 |
Educational level | 325 | -0.25 |
Cooijmans Inventory of Neo-Marxist Attitudes | 9 | -0.62 |
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 | 0.50 (290) |
---|---|
Below median | 0.44 (784) |
Above median | -0.37 (824) |
Above 3rd quartile | -0.39 (398) |
The lower part of this scale correlates positively with g; higher up this becomes negative. The higher levels of deviance apparently do not go well with intelligence.